Genetic Map in the Mimulus guttatus Species

As part of the homework of the class of Biometrics of Genetic Markers, offered by Dsc. Antonio Augusto Franco Garcia, ESALQ-USP, we constructed a genetic linkage map of an F2 population of an interespecific cross between M. guttatus and M. nasutus. For more details about this study see the originial article https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1461909/pdf/11779808.pdf.

library(onemap)
fake_f2_onemap<-read_mapmaker(dir="C:/Users/alex/Desktop/bio",
                    file = "m_feb06.raw")
##  --Read the following data:
##  Type of cross:          f2 
##  Number of individuals:  287 
##  Number of markers:      418 
##  Missing trait values:       
##    fl: 11 
##    fs: 19 
##    ft: 11 
##    ll: 20 
##    nv: 12 
##    pa: 35 
##   pal: 11 
##    pv: 12 
##    sa: 11 
##    sl: 11 
##    ss: 28 
##    tl: 11 
##    tp: 12 
##    tw: 11 
##    vi: 12 
##    ww: 11
str(fake_f2_onemap)#dados estrutura geral
## List of 8
##  $ geno         : num [1:287, 1:418] 4 4 4 4 3 3 3 4 4 4 ...
##   ..- attr(*, "dimnames")=List of 2
##   .. ..$ : NULL
##   .. ..$ : chr [1:418] "AA461" "AA420" "AA404" "AA384" ...
##  $ n.ind        : num 287
##  $ n.mar        : num 418
##  $ segr.type    : chr [1:418] "C.A" "D.B" "C.A" "C.A" ...
##  $ segr.type.num: num [1:418] 2 3 2 2 2 1 2 3 2 3 ...
##  $ input        : chr "C:/Users/alex/Desktop/bio/m_feb06.raw"
##  $ n.phe        : num 16
##  $ pheno        : num [1:287, 1:16] 20.6 17.8 18.1 13.5 15.1 ...
##   ..- attr(*, "dimnames")=List of 2
##   .. ..$ : NULL
##   .. ..$ : chr [1:16] "fl" "fs" "ft" "ll" ...
##  - attr(*, "class")= chr [1:2] "onemap" "f2"
plot(fake_f2_onemap)#The graphic is self-explanatory. 
## No id variables; using all as measure variables

plot_by_segreg_type(fake_f2_onemap)

SEGREGATION TESTS

Now, it should be interesting to see if markers are segregating following what is expected by Mendel’s law.

f2_test <- test_segregation(fake_f2_onemap)
class(f2_test)
## [1] "onemap_segreg_test"
f2_test
print(f2_test)
##        Marker    H0   Chi-square      p-value % genot.
## 1       AA461   3:1 9.601212e+00 1.944490e-03    95.82
## 2       AA420   3:1 8.836364e-01 3.472076e-01    95.82
## 3       AA404   3:1 1.843636e+00 1.745253e-01    95.82
## 4       AA384   3:1 3.938182e+00 4.720177e-02    95.82
## 5       AA378   3:1 1.236485e+01 4.374931e-04    95.82
## 6      AA371C 1:2:1 5.392727e+00 6.745034e-02    95.82
## 7       AA361   3:1 4.810909e+00 2.828012e-02    95.82
## 8       AA341   3:1 2.241212e+00 1.343756e-01    95.82
## 9       AA311   3:1 5.441212e+00 1.966702e-02    95.82
## 10      AA280   3:1 3.404848e+00 6.500508e-02    95.82
## 11      AA277   3:1 3.503030e-01 5.539416e-01    95.82
## 12      AA270   3:1 5.441212e+00 1.966702e-02    95.82
## 13      AA268   3:1 1.484848e+00 2.230175e-01    95.82
## 14      AA246   3:1 1.090909e-02 9.168149e-01    95.82
## 15      AA208   3:1 9.818182e-02 7.540225e-01    95.82
## 16     AA173C 1:2:1 1.892000e+01 7.790659e-05    95.82
## 17      AA167   3:1 2.048485e-01 6.508354e-01    95.82
## 18     AA166C 1:2:1 3.296703e-02 9.836516e-01    95.12
## 19      AA163   3:1 8.757576e+00 3.083186e-03    95.82
## 20      AA158   3:1 1.212121e-03 9.722268e-01    95.82
## 21      AA137   3:1 1.387758e+01 1.951126e-04    95.82
## 22      AA100   3:1 5.441212e+00 1.966702e-02    95.82
## 23       AA95   3:1 7.575758e-01 3.840882e-01    95.82
## 24       AA66   3:1 5.939394e-02 8.074564e-01    95.82
## 25      BA497   3:1 8.901099e-01 3.454475e-01    95.12
## 26      BA449   3:1 1.011111e+01 1.473781e-03    95.12
## 27      BA445   3:1 4.250305e+00 3.924328e-02    95.12
## 28      BA416   3:1 1.397924e+01 1.848400e-04    95.12
## 29      BA400   3:1 4.407814e-01 5.067455e-01    95.12
## 30      BA394   3:1 5.813187e+00 1.590644e-02    95.12
## 31      BA387   3:1 2.496825e+01 5.828210e-07    95.12
## 32      BA384   3:1 9.890110e-02 7.531524e-01    95.12
## 33      BA374   3:1 8.010989e+00 4.649434e-03    95.12
## 34      BA372   3:1 8.901099e-01 3.454475e-01    95.12
## 35      BA334   3:1 1.026862e+00 3.108968e-01    95.12
## 36      BA314   3:1 1.173382e+00 2.787074e-01    95.12
## 37      BA311   3:1 1.495726e+00 2.213301e-01    95.12
## 38      BA301   3:1 2.697192e+00 1.005252e-01    95.12
## 39      BA222   3:1 2.063492e-01 6.496440e-01    95.12
## 40      BA220   3:1 6.155067e+00 1.310361e-02    95.12
## 41      BA214   3:1 2.567155e+01 4.047501e-07    95.12
## 42      BA210   3:1 4.846154e+00 2.770785e-02    95.12
## 43      BA196   3:1 2.933455e+01 6.089999e-08    95.12
## 44      BA175   3:1 5.813187e+00 1.590644e-02    95.12
## 45      BA172   3:1 5.982906e-02 8.067663e-01    95.12
## 46      BA158   3:1 2.257631e+00 1.329573e-01    95.12
## 47      BA153   3:1 1.450672e+01 1.396608e-04    95.12
## 48      BA145   3:1 8.901099e-01 3.454475e-01    95.12
## 49      BA129   3:1 1.729060e+01 3.207700e-05    95.12
## 50      BA125   3:1 4.846154e+00 2.770785e-02    95.12
## 51      BA117   3:1 1.098901e-02 9.165119e-01    95.12
## 52      BA113   3:1 9.890110e-02 7.531524e-01    95.12
## 53       BA75   3:1 1.329670e+00 2.488639e-01    95.12
## 54       BA69   3:1 5.813187e+00 1.590644e-02    95.12
## 55      BB327   3:1 1.784652e+01 2.394564e-05    96.86
## 56      BB281   3:1 1.731415e+00 1.882303e-01    96.86
## 57      BB279   3:1 5.875300e+00 1.535476e-02    96.86
## 58      BB259   3:1 5.875300e+00 1.535476e-02    96.86
## 59      BB218   3:1 2.997602e+00 8.338786e-02    96.86
## 60      BB216   3:1 4.316547e-02 8.354140e-01    96.86
## 61      BB210   3:1 8.868106e+00 2.901961e-03    96.86
## 62      BB208   3:1 2.537170e+00 1.111939e-01    96.86
## 63      BB198   3:1 2.115108e+00 1.458518e-01    96.86
## 64      BB190   3:1 1.386091e+00 2.390663e-01    96.86
## 65      BB186   3:1 4.609113e+00 3.180248e-02    96.86
## 66      BB182   3:1 2.115108e+00 1.458518e-01    96.86
## 67      BB176   3:1 6.565947e+00 1.039484e-02    96.86
## 68      BB167   3:1 4.796163e-03 9.447872e-01    96.86
## 69      BB124   3:1 3.465228e+01 3.941770e-09    96.86
## 70      BB122   3:1 4.609113e+00 3.180248e-02    96.86
## 71      BB119   3:1 3.884892e-01 5.330946e-01    96.86
## 72      BB102   3:1 5.803357e-01 4.461808e-01    96.86
## 73      CA497   3:1 1.739130e-01 6.766573e-01    96.17
## 74      CA415   3:1 4.830918e-01 4.870252e-01    96.17
## 75      CA399   3:1 9.468599e-01 3.305199e-01    96.17
## 76      CA392   3:1 9.468599e-01 3.305199e-01    96.17
## 77      CA384   3:1 9.352657e+00 2.226624e-03    96.17
## 78      CA378   3:1 4.946860e+00 2.613810e-02    96.17
## 79      CA315   3:1 1.932367e+00 1.644997e-01    96.17
## 80      CA305   3:1 4.830918e-01 4.870252e-01    96.17
## 81      CA297   3:1 2.782609e+00 9.529284e-02    96.17
## 82      CA289   3:1 1.565217e+00 2.109029e-01    96.17
## 83      CA283   3:1 6.956522e-01 4.042485e-01    96.17
## 84      CA279   3:1 1.739130e-01 6.766573e-01    96.17
## 85      CA267   3:1 3.408696e+01 5.270336e-09    96.17
## 86      CA264   3:1 3.741063e+01 9.569921e-10    96.17
## 87      CA261   3:1 1.739130e-01 6.766573e-01    96.17
## 88      CA238   3:1 8.521739e+00 3.509290e-03    96.17
## 89      CA233   3:1 4.830918e-01 4.870252e-01    96.17
## 90      CA228   3:1 1.932367e-02 8.894426e-01    96.17
## 91      CA226   3:1 2.104348e+01 4.489784e-06    96.17
## 92      CA220   3:1 9.468599e-01 3.305199e-01    96.17
## 93      CA217   3:1 8.521739e+00 3.509290e-03    96.17
## 94      CA210   3:1 1.236715e+00 2.661051e-01    96.17
## 95      CA198   3:1 3.265700e+00 7.074280e-02    96.17
## 96      CA196   3:1 1.932367e-02 8.894426e-01    96.17
## 97      CA174   3:1 3.265700e+00 7.074280e-02    96.17
## 98      CA167   3:1 4.946860e+00 2.613810e-02    96.17
## 99     CA152C 1:2:1 1.239130e+00 5.381784e-01    96.17
## 100     CA150   3:1 1.207729e+01 5.103960e-04    96.17
## 101     CA140   3:1 2.338164e+00 1.262382e-01    96.17
## 102     CA131   3:1 1.932367e+00 1.644997e-01    96.17
## 103     CA122   3:1 0.000000e+00 1.000000e+00    96.17
## 104      CA96   3:1 3.265700e+00 7.074280e-02    96.17
## 105      CA75   3:1 6.956522e-01 4.042485e-01    96.17
## 106     CB333   3:1 1.083032e-02 9.171147e-01    96.52
## 107     CB329   3:1 1.474128e+00 2.246956e-01    96.52
## 108     CB309   3:1 4.188929e+00 4.068879e-02    96.52
## 109     CB280   3:1 3.008424e-02 8.622992e-01    96.52
## 110     CB272   3:1 2.707581e-01 6.028237e-01    96.52
## 111     CB257   3:1 1.156438e+00 2.822055e-01    96.52
## 112     CB246   3:1 2.033694e-01 6.520148e-01    96.52
## 113     CB230   3:1 1.227557e+01 4.589261e-04    96.52
## 114     CB216   3:1 3.477738e-01 5.553761e-01    96.52
## 115     CB187   3:1 3.008424e-02 8.622992e-01    96.52
## 116     CB173   3:1 4.477738e+00 3.433915e-02    96.52
## 117     CB172   3:1 6.412756e+00 1.133034e-02    96.52
## 118     CB166   3:1 3.477738e-01 5.553761e-01    96.52
## 119     CB162   3:1 1.012034e+00 3.144161e-01    96.52
## 120     CB156   3:1 2.889290e+00 8.917021e-02    96.52
## 121     CB126   3:1 1.456077e-01 7.027686e-01    96.52
## 122     CB115   3:1 7.510229e+00 6.134958e-03    96.52
## 123      CB55   3:1 1.179422e+01 5.941478e-04    96.52
## 124     BD433   3:1 9.157161e+00 2.477466e-03    91.64
## 125     BD429   3:1 2.799747e+00 9.427921e-02    91.64
## 126     BD411   3:1 4.575412e-01 4.987753e-01    91.64
## 127     BD371   3:1 2.130545e+00 1.443894e-01    91.64
## 128     BD340   3:1 3.619899e+01 1.781632e-09    91.64
## 129    BD316C 1:2:1 1.023846e+01 5.980622e-03    90.59
## 130     BD292   3:1 1.065906e+00 3.018720e-01    91.64
## 131     BD286   3:1 6.210393e-02 8.032010e-01    91.64
## 132     BD270   3:1 5.030418e+00 2.490588e-02    91.64
## 133     BD263   3:1 1.927757e+00 1.650041e-01    91.64
## 134     BD251   3:1 5.030418e+00 2.490588e-02    91.64
## 135     BD243   3:1 1.140684e-02 9.149454e-01    91.64
## 136     BD242   3:1 2.966920e+01 5.124252e-08    91.64
## 137     BD239   3:1 1.735108e+00 1.877599e-01    91.64
## 138     BD209   3:1 3.560203e+00 5.918051e-02    91.64
## 139     BD179   3:1 1.026616e-01 7.486587e-01    91.64
## 140     BD175   3:1 6.704689e-01 4.128882e-01    91.64
## 141     BD173   3:1 1.505830e+01 1.042408e-04    91.64
## 142     BD170   3:1 1.552598e+00 2.127523e-01    91.64
## 143     BD169   3:1 6.704689e-01 4.128882e-01    91.64
## 144     BD143   3:1 1.380228e+00 2.400623e-01    91.64
## 145     BD130   3:1 3.168568e-02 8.587193e-01    91.64
## 146     BD115   3:1 1.065906e+00 3.018720e-01    91.64
## 147     BD100   3:1 4.721039e+01 6.376146e-12    91.64
## 148      BD99   3:1 9.239544e-01 3.364388e-01    91.64
## 149      BD68   3:1 5.589354e-01 4.546895e-01    91.64
## 150      BD55   3:1 1.217997e+00 2.697540e-01    91.64
## 151    BD189C 1:2:1 1.503042e+01 5.447361e-04    91.64
## 152    AA118C 1:2:1 3.360364e+01 5.047346e-08    95.82
## 153    AA153C 1:2:1 3.938182e+00 1.395837e-01    95.82
## 154    AA296C 1:2:1 5.392727e+00 6.745034e-02    95.82
## 155    AA346C 1:2:1 5.162963e+00 7.566183e-02    94.08
## 156    AA374C 1:2:1 8.832117e-01 6.430030e-01    95.47
## 157    AA454C 1:2:1 1.780727e+01 1.358939e-04    95.82
## 158    BA245C 1:2:1 1.240659e+01 2.022751e-03    95.12
## 159    BA279C 1:2:1 2.708955e+00 2.580821e-01    93.38
## 160    BA396C 1:2:1 9.904412e+00 7.067801e-03    94.77
## 161    CA183C 1:2:1 1.355072e+00 5.078667e-01    96.17
## 162    CA258C 1:2:1 1.410870e+01 8.636458e-04    96.17
## 163    CA389C 1:2:1 2.791304e+01 8.684796e-07    96.17
## 164    CB263C 1:2:1 2.342960e+00 3.099079e-01    96.52
## 165    BB103C 1:2:1 3.851986e+00 1.457310e-01    96.52
## 166    AAT217 1:2:1 9.379845e-01 6.256324e-01    89.90
## 167    AAT225 1:2:1 3.435510e+01 3.466446e-08    85.37
## 168    AAT261 1:2:1 1.156432e+01 3.082058e-03    83.97
## 169    AAT267 1:2:1 7.976580e+01 4.776137e-18    93.73
## 170    AAT240 1:2:1 9.856115e-01 6.109099e-01    96.86
## 171    AAT278 1:2:1 4.620818e+00 9.922067e-02    93.73
## 172     AAT39 1:2:1 1.007168e+00 6.043606e-01    97.21
## 173    AAT211 1:2:1 1.966543e+00 3.740853e-01    93.73
## 174    AAT222 1:2:1 3.507246e+00 1.731455e-01    96.17
## 175    AAT374 1:2:1 1.404255e+00 4.955299e-01    98.26
## 176    AAT233 1:2:1 3.468000e+01 2.946685e-08    78.40
## 177    AAT265 1:2:1 8.398885e+01 5.781672e-19    93.73
## 178    AAT367 1:2:1 2.048052e+01 3.570357e-05    80.49
## 179    AAT372 1:2:1 3.870968e-01 8.240300e-01    86.41
## 180    AAT296 1:2:1 2.572016e+00 2.763718e-01    84.67
## 181    AAT230 1:2:1 2.436508e+00 2.957461e-01    87.80
## 182    AAT272 1:2:1 4.953933e+01 1.748526e-11    62.02
## 183    AAT308 1:2:1 1.687952e+01 2.161022e-04    86.76
## 184      AG19 1:2:1 7.138996e+00 2.816999e-02    90.24
## 185    AAT364 1:2:1 5.770492e+00 5.584106e-02    85.02
## 186    AAT300 1:2:1 1.692308e+00 4.290620e-01    72.47
## 187      CYCB 1:2:1 5.741036e+00 5.666957e-02    87.46
## 188    AAT242 1:2:1 1.776448e+01 1.388329e-04    90.24
## 189     BC546   3:1 8.354752e+00 3.846799e-03    86.76
## 190     BC542   3:1 3.481928e+00 6.204243e-02    86.76
## 191     BC512   3:1 4.832664e-01 4.869465e-01    86.76
## 192     BC506   3:1 3.868809e-01 5.339435e-01    86.76
## 193     BC498   3:1 1.457831e+00 2.272755e-01    86.76
## 194     BC478   3:1 7.133869e+00 7.564135e-03    86.76
## 195     BC392   3:1 8.783133e+00 3.040287e-03    86.76
## 196     BC388   3:1 1.649398e+01 4.880489e-05    86.76
## 197     BC379   3:1 6.559572e-02 7.978608e-01    86.76
## 198     BC376   3:1 3.012048e-01 5.831281e-01    86.76
## 199     BC374   3:1 6.559572e-02 7.978608e-01    86.76
## 200     BC334   3:1 4.659973e+00 3.087367e-02    86.76
## 201     BC330   3:1 7.937082e+00 4.843188e-03    86.76
## 202     BC321   3:1 2.710843e+00 9.966829e-02    86.76
## 203     BC266   3:1 9.222222e+00 2.390952e-03    86.76
## 204     BC243   3:1 4.349398e+00 3.702204e-02    86.76
## 205     BC219   3:1 2.957162e+00 8.549789e-02    86.76
## 206     BC216   3:1 1.108568e+01 8.699710e-04    86.76
## 207     BC199   3:1 3.012048e-01 5.831281e-01    86.76
## 208     BC192   3:1 1.312048e+01 2.920849e-04    86.76
## 209     BC167   3:1 3.346720e-02 8.548448e-01    86.76
## 210     BC135   3:1 2.250335e+00 1.335855e-01    86.76
## 211     BC131   3:1 1.084337e-01 7.419344e-01    86.76
## 212     BC126   3:1 3.481928e+00 6.204243e-02    86.76
## 213     BC125   3:1 1.204819e-02 9.125963e-01    86.76
## 214     BC108   3:1 3.760375e+00 5.248081e-02    86.76
## 215      BC83   3:1 1.084337e-01 7.419344e-01    86.76
## 216      BC80   3:1 9.222222e+00 2.390952e-03    86.76
## 217      BC70   3:1 3.868809e-01 5.339435e-01    86.76
## 218    BC586C 1:2:1 3.701613e+00 1.571104e-01    86.41
## 219    BC526C 1:2:1 1.961044e+01 5.516285e-05    86.76
## 220    BC194C 1:2:1 5.530120e+00 6.297231e-02    86.76
## 221    BC128C 1:2:1 1.478313e+01 6.164297e-04    86.76
## 222     CC540   3:1 4.878049e-02 8.251991e-01    85.71
## 223     CC531   3:1 4.878049e-02 8.251991e-01    85.71
## 224     CC457   3:1 9.159892e-01 3.385303e-01    85.71
## 225     CC450   3:1 2.655827e-01 6.063105e-01    85.71
## 226     CC447   3:1 6.639566e+00 9.973821e-03    85.71
## 227     CC402   3:1 3.387534e+00 6.569113e-02    85.71
## 228     CC392   3:1 2.655827e-01 6.063105e-01    85.71
## 229     CC387   3:1 3.387534e+00 6.569113e-02    85.71
## 230     CC381   3:1 9.159892e-01 3.385303e-01    85.71
## 231     CC378   3:1 5.420054e-03 9.413119e-01    85.71
## 232     CC371   3:1 1.355014e-01 7.127949e-01    85.71
## 233     CC359   3:1 1.355014e-01 7.127949e-01    85.71
## 234     CC342   3:1 2.289973e+01 1.706759e-06    85.71
## 235     CC330   3:1 3.951220e+00 4.683741e-02    85.71
## 236     CC320   3:1 2.016802e+01 7.092882e-06    85.71
## 237     CC286   3:1 5.902439e+00 1.511993e-02    85.71
## 238     CC283   3:1 5.902439e+00 1.511993e-02    85.71
## 239     CC270   3:1 1.097561e+01 9.231887e-04    85.71
## 240     CC262   3:1 2.867209e+00 9.040154e-02    85.71
## 241     CC150   3:1 9.159892e-01 3.385303e-01    85.71
## 242     CC149   3:1 4.390244e-01 5.075937e-01    85.71
## 243     CC138   3:1 5.420054e-03 9.413119e-01    85.71
## 244     CC132   3:1 2.655827e-01 6.063105e-01    85.71
## 245     CC130   3:1 4.878049e-02 8.251991e-01    85.71
## 246     CC126   3:1 2.655827e-01 6.063105e-01    85.71
## 247     CC124   3:1 9.159892e-01 3.385303e-01    85.71
## 248     CC114   3:1 5.902439e+00 1.511993e-02    85.71
## 249      CC93   3:1 6.639566e+00 9.973821e-03    85.71
## 250      CC61   3:1 5.902439e+00 1.511993e-02    85.71
## 251      CC53   3:1 2.016802e+01 7.092882e-06    85.71
## 252    CC385C 1:2:1 7.553719e+00 2.289448e-02    84.32
## 253    CC338C 1:2:1 1.253061e+00 5.344428e-01    85.37
## 254    CC171C 1:2:1 4.560976e+00 1.022343e-01    85.71
## 255    AAT312 1:2:1 5.761905e+00 5.608133e-02    58.54
## 256    AAT283 1:2:1 1.061176e+01 4.962318e-03    59.23
## 257       LFY 1:2:1 4.300000e+00 1.164842e-01    83.62
## 258    AAT333 1:2:1 1.211732e+01 2.337533e-03    62.37
## 259       AP3 1:2:1 1.550943e+01 4.287155e-04    73.87
## 260   MgSTS17 1:2:1 1.118182e+01 3.731634e-03    91.99
## 261   MgSTS16 1:2:1 4.877477e+01 2.562667e-11    77.35
## 262   MgSTS18 1:2:1 5.403101e+00 6.710140e-02    89.90
## 263   MgSTS20 1:2:1 2.630566e+01 1.939985e-06    92.33
## 264   MgSTS21 1:2:1 1.095726e+01 4.175035e-03    81.53
## 265   MgSTS19 1:2:1 3.225984e+01 9.882440e-08    88.50
## 266   MgSTS24 1:2:1 3.481890e+01 2.748985e-08    88.50
## 267   MgSTS25 1:2:1 3.996226e+00 1.355909e-01    92.33
## 268   MgSTS22 1:2:1 2.360000e+00 3.072787e-01    95.82
## 269   MgSTS27 1:2:1 8.687732e+00 1.298622e-02    93.73
## 270   MgSTS26 1:2:1 1.088764e+01 4.322937e-03    93.03
## 271   MgSTS23   3:1 4.473358e-01 5.036029e-01    93.73
## 272   MgSTS28 1:2:1 1.405714e+01 8.861969e-04    97.56
## 273  MgSTS105 1:2:1 1.745247e+00 4.178538e-01    91.64
## 274  MgSTS120 1:2:1 2.551471e+00 2.792256e-01    94.77
## 275   MgSTS29 1:2:1 3.222936e+01 1.003423e-07    75.96
## 276   MgSTS38 1:2:1 1.955253e+01 5.678351e-05    89.55
## 277   MgSTS91 1:2:1 1.871642e+01 8.625445e-05    93.38
## 278   MgSTS93 1:2:1 1.628571e+01 2.908051e-04    92.68
## 279  MgSTS133 1:2:1 1.422963e+01 8.129712e-04    94.08
## 280   MgSTS58 1:2:1 3.362264e+00 1.861631e-01    92.33
## 281   MgSTS55 1:2:1 2.533333e+00 2.817693e-01    94.08
## 282   MgSTS40 1:2:1 5.156134e+00 7.592062e-02    93.73
## 283   MgSTS98 1:2:1 6.773438e+00 3.381947e-02    89.20
## 284   MgSTS45 1:2:1 1.200000e+01 2.478752e-03    93.38
## 285   MgSTS11 1:2:1 1.066935e+01 4.821465e-03    86.41
## 286      CYCA 1:2:1 7.848815e+01 9.047205e-18    73.52
## 287    aat356 1:2:1 8.664255e+01 1.533941e-19    81.88
## 288   MgSTS87 1:2:1 1.025313e+02 5.440289e-23    89.20
## 289  MgSTS132 1:2:1 1.645161e+00 4.392965e-01    86.41
## 290  MgSTS212 1:2:1 2.655738e+00 2.650415e-01    85.02
## 291  MgSTS228 1:2:1 6.853846e+00 3.248675e-02    90.59
## 292  MgSTS229 1:2:1 3.383459e+00 1.842007e-01    92.68
## 293  MgSTS234 1:2:1 9.381356e+00 9.180460e-03    82.23
## 294  MgSTS245 1:2:1 2.538710e+01 3.070874e-06    86.41
## 295  MgSTS308 1:2:1 1.016736e+00 6.014763e-01    83.28
## 296  MgSTS316 1:2:1 8.869565e-01 6.418002e-01    80.14
## 297  MgSTS323 1:2:1 5.236364e+00 7.293535e-02    76.66
## 298   MgSTS36 1:2:1 8.737052e+00 1.266990e-02    87.46
## 299   MgSTS43 1:2:1 3.481013e+00 1.754316e-01    82.58
## 300  MgSTS437 1:2:1 1.066923e+01 4.821764e-03    90.59
## 301   MgSTS48 1:2:1 6.739496e+00 3.439831e-02    82.93
## 302   MgSTS49 1:2:1 3.825000e+00 1.477106e-01    83.62
## 303   MgSTS59 1:2:1 8.692308e+00 1.295655e-02    81.53
## 304   MgSTS68 1:2:1 2.275862e+00 3.204814e-01    80.84
## 305   MgSTS70 1:2:1 2.430120e+01 5.285188e-06    86.76
## 306  MgSTS508 1:2:1 9.843137e-01 6.113065e-01    88.85
## 307  MgSTS527 1:2:1 5.127344e+01 7.347076e-12    89.20
## 308  MgSTS520 1:2:1 2.141107e+01 2.242053e-05    88.15
## 309  MgSTS529 1:2:1 2.781250e+00 2.489197e-01    89.20
## 310  MgSTS455 1:2:1 1.584746e+00 4.527692e-01    82.23
## 311  MgSTS468 1:2:1 4.483607e+00 1.062667e-01    85.02
## 312  MgSTS480 1:2:1 1.167939e+00 5.576803e-01    91.29
## 313  MgSTS474 1:2:1 6.666667e-02 9.672161e-01    88.85
## 314  MgSTS113 1:2:1 5.995745e+00 4.989311e-02    81.88
## 315  MgSTS106 1:2:1 2.062992e+00 3.564733e-01    88.50
## 316   MgSTS69 1:2:1 1.144355e+01 3.273897e-03    86.41
## 317   MgSTS56 1:2:1 2.927419e+00 2.313763e-01    86.41
## 318   MgSTS31 1:2:1 1.204918e+00 5.474638e-01    85.02
## 319   MgSTS95 1:2:1 1.115242e-02 9.944393e-01    93.73
## 320  MgSTS360 1:2:1 5.600415e+01 6.900070e-13    83.97
## 321  MgSTS262 1:2:1 3.137615e+00 2.082935e-01    75.96
## 322   MgSTS50 1:2:1 2.857820e+00 2.395699e-01    73.52
## 323   MgSTS75 1:2:1 2.188152e+01 1.772103e-05    73.52
## 324   MgSTS76 1:2:1 1.277228e+00 5.280238e-01    70.38
## 325  MgSTS341 1:2:1 2.353476e+01 7.753396e-06    65.16
## 326  MgSTS388 1:2:1 2.078341e+00 3.537480e-01    75.61
## 327  MgSTS330 1:2:1 2.188841e-01 8.963341e-01    81.18
## 328  MgSTS336 1:2:1 2.081481e+01 3.020789e-05    56.45
## 329  MgSTS332 1:2:1 1.614451e+01 3.120790e-04    60.28
## 330  MgSTS326 1:2:1 2.165217e+00 3.387108e-01    80.14
## 331 MgSTS282B 1:2:1 6.225806e+00 4.447166e-02    86.41
## 332 MgSTS282A 1:2:1 4.364807e+00 1.127702e-01    81.18
## 333  MgSTS255 1:2:1 2.870968e+00 2.380002e-01    86.41
## 334  MgSTS350 1:2:1 3.967213e+00 1.375722e-01    85.02
## 335  MgSTS348 1:2:1 2.462400e+01 4.497450e-06    87.11
## 336  MgSTS362 1:2:1 3.388186e+00 1.837659e-01    82.58
## 337  MgSTS358 1:2:1 4.129365e+01 1.079438e-09    87.80
## 338  MgSTS344 1:2:1 5.963563e+00 5.070243e-02    86.06
## 339  MgSTS471 1:2:1 6.378689e+01 1.408815e-14    63.76
## 340   MgSTS37 1:2:1 1.902954e+00 3.861703e-01    82.58
## 341   MgSTS34 1:2:1 4.777778e+00 9.173155e-02    84.67
## 342  MgSTS426 1:2:1 5.252336e+00 7.235518e-02    74.56
## 343  MgSTS453 1:2:1 5.073469e+00 7.912434e-02    85.37
## 344  MgSTS456 1:2:1 9.271493e+00 9.698863e-03    77.00
## 345  MgSTS457 1:2:1 4.439462e-01 8.009369e-01    77.70
## 346  MgSTS491 1:2:1 2.559740e+01 2.764360e-06    80.49
## 347  MgSTS492 1:2:1 3.904348e+00 1.419651e-01    80.14
## 348  MgSTS513 1:2:1 1.430380e+00 4.890992e-01    82.58
## 349  MgSTS509 1:2:1 6.892562e+00 3.186392e-02    84.32
## 350  MgSTS500 1:2:1 1.457627e+00 4.824811e-01    82.23
## 351  MgSTS430 1:2:1 2.863415e+00 2.389007e-01    71.43
## 352  MgSTS381 1:2:1 1.452991e-01 9.299266e-01    81.53
## 353  MgSTS398 1:2:1 6.949524e+01 8.115229e-16    73.17
## 354  MgSTS314 1:2:1 0.000000e+00 1.000000e+00    80.84
## 355  MgSTS380 1:2:1 1.049244e+02 1.644230e-23    82.93
## 356  MgSTS251 1:2:1 3.894410e+00 1.426723e-01    56.10
## 357  MgSTS351 1:2:1 1.062385e+01 4.932415e-03    75.96
## 358  MgSTS347 1:2:1 1.651685e+00 4.378658e-01    93.03
## 359  MgSTS320 1:2:1 1.620710e+01 3.024634e-04    58.89
## 360  MgSTS293 1:2:1 2.828358e+00 2.431251e-01    93.38
## 361  MgSTS263 1:2:1 3.205419e+01 1.095271e-07    70.73
## 362  MgSTS578 1:2:1 6.134454e-01 7.358546e-01    82.93
## 363  MgSTS571 1:2:1 9.609375e-01 6.184934e-01    89.20
## 364 MgSTS574B 1:2:1 7.079681e+00 2.901795e-02    87.46
## 365 MgSTS574a 1:2:1 1.051613e+01 5.205370e-03    86.41
## 366  MgSTS579 1:2:1 1.838095e+00 3.988988e-01    73.17
## 367  MgSTS638 1:2:1 5.733333e+00 5.688824e-02    83.62
## 368  MgSTS590 1:2:1 8.326996e-01 6.594495e-01    91.64
## 369  MgSTS589 1:2:1 1.469636e+00 4.795928e-01    86.06
## 370  MgSTS583 1:2:1 3.979412e+01 2.284637e-09    94.77
## 371  MgSTS586 1:2:1 1.337008e+01 1.249466e-03    88.50
## 372  MgSTS535 1:2:1 2.205882e-02 9.890312e-01    94.77
## 373  MgSTS537 1:2:1 6.092308e+00 4.754142e-02    90.59
## 374  MgSTS538 1:2:1 2.595420e-01 8.782965e-01    91.29
## 375  MgSTS536 1:2:1 1.609665e+00 4.471627e-01    93.73
## 376  MgSTS539 1:2:1 4.567164e+00 1.019185e-01    93.38
## 377  MgSTS631 1:2:1 2.152399e+01 2.118976e-05    94.43
## 378  MgSTS563 1:2:1 5.462094e+00 6.515105e-02    96.52
## 379  MgSTS562 1:2:1 7.378161e+01 9.517593e-17    90.94
## 380  MgSTS561 1:2:1 9.463296e+01 2.823021e-21    93.03
## 381  MgSTS558 1:2:1 1.074820e+01 4.635085e-03    96.86
## 382  MgSTS548 1:2:1 1.852632e+01 9.485531e-05    79.44
## 383  MgSTS419 1:2:1 1.230769e-01 9.403168e-01    90.59
## 384  MgSTS611 1:2:1 1.416058e+00 4.926141e-01    95.47
## 385  MgSTS632 1:2:1 7.826087e-01 6.761743e-01    96.17
## 386  MgSTS609 1:2:1 1.564286e+00 4.574248e-01    97.56
## 387  MgSTS600 1:2:1 9.175182e+00 1.017734e-02    95.47
## 388  MgSTS565 1:2:1 1.378182e+00 5.020323e-01    95.82
## 389  MgSTS606 1:2:1 9.960000e+00 6.874063e-03    95.82
## 390  MgSTS577 1:2:1 1.300730e+01 1.497962e-03    95.47
## 391  MgSTS425 1:2:1 1.951095e+01 5.797640e-05    95.47
## 392  MgSTS438 1:2:1 8.078740e+00 1.760856e-02    88.50
## 393  MgSTS435 1:2:1 2.829801e+01 7.164147e-07    52.61
## 394  MgSTS494 1:2:1 1.079892e+02 3.551672e-24    97.21
## 395  MgSTS477 1:2:1 1.908425e+00 3.851153e-01    95.12
## 396  MgSTS483 1:2:1 6.404317e+01 1.239377e-14    96.86
## 397  MgSTS383 1:2:1 5.168498e+00 7.545272e-02    95.12
## 398 MgSTS504A 1:2:1 3.579926e+00 1.669664e-01    93.73
## 399 MgSTS504B 1:2:1 7.711111e+00 2.116184e-02    94.08
## 400 MgSTS504C 1:2:1 1.133333e+00 5.674137e-01    94.08
## 401  MgSTS545 1:2:1 1.298851e+00 5.223459e-01    90.94
## 402 MgSTS542A 1:2:1 2.238462e+00 3.265309e-01    90.59
## 403 MgSTS542B 1:2:1 1.249027e+00 5.355218e-01    89.55
## 404  MgSTS598 1:2:1 7.442623e+00 2.420221e-02    85.02
## 405  MgSTS441 1:2:1 5.146667e+00 7.628085e-02    52.26
## 406  MgSTS620 1:2:1 4.080916e+01 1.375319e-09    91.29
## 407  MgSTS104 1:2:1 7.349057e+00 2.536137e-02    73.87
## 408  MgSTS511 1:2:1 4.258427e+00 1.189308e-01    93.03
## 409  MgSTS621 1:2:1 2.014925e-01 9.041624e-01    93.38
## 410  MgSTS622 1:2:1 1.635294e+00 4.414692e-01    88.85
## 411  MgSTS459 1:2:1 3.283582e-01 8.485900e-01    93.38
## 412  MgSTS220 1:2:1 2.977695e+00 2.256325e-01    93.73
## 413  MgSTS214 1:2:1 1.342205e+00 5.111446e-01    91.64
## 414  MgSTS467 1:2:1 8.253219e+00 1.613750e-02    81.18
## 415  MgSTS470 1:2:1 1.096887e+01 4.150876e-03    89.55
## 416  MgSTS599 1:2:1 1.429644e+01 7.862613e-04    88.15
## 417  MgSTS431 1:2:1 7.651376e+00 2.180343e-02    75.96
## 418  MgSTS440 1:2:1 1.064516e+00 5.872774e-01    86.41

To guide you in the analysis, function Bonferroni shows the alpha value that should be considered for this number of loci if applying Bonferroni’s correction with global alpha of 0.05:

Bonferroni_alpha(f2_test)
## [1] 0.0001196172
plot(f2_test)

In this particular study, test was statistically significant, the 15% of the markers will be discarded. It is important to remember that Bonferroni’s correction is conservative. #list of markers with non-distorted segregation

(non_dist <- select_segreg(f2_test))
##   [1] "AA461"     "AA420"     "AA404"     "AA384"     "AA378"    
##   [6] "AA371C"    "AA361"     "AA341"     "AA311"     "AA280"    
##  [11] "AA277"     "AA270"     "AA268"     "AA246"     "AA208"    
##  [16] "AA167"     "AA166C"    "AA163"     "AA158"     "AA137"    
##  [21] "AA100"     "AA95"      "AA66"      "BA497"     "BA449"    
##  [26] "BA445"     "BA416"     "BA400"     "BA394"     "BA384"    
##  [31] "BA374"     "BA372"     "BA334"     "BA314"     "BA311"    
##  [36] "BA301"     "BA222"     "BA220"     "BA210"     "BA175"    
##  [41] "BA172"     "BA158"     "BA153"     "BA145"     "BA125"    
##  [46] "BA117"     "BA113"     "BA75"      "BA69"      "BB281"    
##  [51] "BB279"     "BB259"     "BB218"     "BB216"     "BB210"    
##  [56] "BB208"     "BB198"     "BB190"     "BB186"     "BB182"    
##  [61] "BB176"     "BB167"     "BB122"     "BB119"     "BB102"    
##  [66] "CA497"     "CA415"     "CA399"     "CA392"     "CA384"    
##  [71] "CA378"     "CA315"     "CA305"     "CA297"     "CA289"    
##  [76] "CA283"     "CA279"     "CA261"     "CA238"     "CA233"    
##  [81] "CA228"     "CA220"     "CA217"     "CA210"     "CA198"    
##  [86] "CA196"     "CA174"     "CA167"     "CA152C"    "CA150"    
##  [91] "CA140"     "CA131"     "CA122"     "CA96"      "CA75"     
##  [96] "CB333"     "CB329"     "CB309"     "CB280"     "CB272"    
## [101] "CB257"     "CB246"     "CB230"     "CB216"     "CB187"    
## [106] "CB173"     "CB172"     "CB166"     "CB162"     "CB156"    
## [111] "CB126"     "CB115"     "CB55"      "BD433"     "BD429"    
## [116] "BD411"     "BD371"     "BD316C"    "BD292"     "BD286"    
## [121] "BD270"     "BD263"     "BD251"     "BD243"     "BD239"    
## [126] "BD209"     "BD179"     "BD175"     "BD170"     "BD169"    
## [131] "BD143"     "BD130"     "BD115"     "BD99"      "BD68"     
## [136] "BD55"      "BD189C"    "AA153C"    "AA296C"    "AA346C"   
## [141] "AA374C"    "AA454C"    "BA245C"    "BA279C"    "BA396C"   
## [146] "CA183C"    "CA258C"    "CB263C"    "BB103C"    "AAT217"   
## [151] "AAT261"    "AAT240"    "AAT278"    "AAT39"     "AAT211"   
## [156] "AAT222"    "AAT374"    "AAT372"    "AAT296"    "AAT230"   
## [161] "AAT308"    "AG19"      "AAT364"    "AAT300"    "CYCB"     
## [166] "AAT242"    "BC546"     "BC542"     "BC512"     "BC506"    
## [171] "BC498"     "BC478"     "BC392"     "BC379"     "BC376"    
## [176] "BC374"     "BC334"     "BC330"     "BC321"     "BC266"    
## [181] "BC243"     "BC219"     "BC216"     "BC199"     "BC192"    
## [186] "BC167"     "BC135"     "BC131"     "BC126"     "BC125"    
## [191] "BC108"     "BC83"      "BC80"      "BC70"      "BC586C"   
## [196] "BC194C"    "BC128C"    "CC540"     "CC531"     "CC457"    
## [201] "CC450"     "CC447"     "CC402"     "CC392"     "CC387"    
## [206] "CC381"     "CC378"     "CC371"     "CC359"     "CC330"    
## [211] "CC286"     "CC283"     "CC270"     "CC262"     "CC150"    
## [216] "CC149"     "CC138"     "CC132"     "CC130"     "CC126"    
## [221] "CC124"     "CC114"     "CC93"      "CC61"      "CC385C"   
## [226] "CC338C"    "CC171C"    "AAT312"    "AAT283"    "LFY"      
## [231] "AAT333"    "AP3"       "MgSTS17"   "MgSTS18"   "MgSTS21"  
## [236] "MgSTS25"   "MgSTS22"   "MgSTS27"   "MgSTS26"   "MgSTS23"  
## [241] "MgSTS28"   "MgSTS105"  "MgSTS120"  "MgSTS93"   "MgSTS133" 
## [246] "MgSTS58"   "MgSTS55"   "MgSTS40"   "MgSTS98"   "MgSTS45"  
## [251] "MgSTS11"   "MgSTS132"  "MgSTS212"  "MgSTS228"  "MgSTS229" 
## [256] "MgSTS234"  "MgSTS308"  "MgSTS316"  "MgSTS323"  "MgSTS36"  
## [261] "MgSTS43"   "MgSTS437"  "MgSTS48"   "MgSTS49"   "MgSTS59"  
## [266] "MgSTS68"   "MgSTS508"  "MgSTS529"  "MgSTS455"  "MgSTS468" 
## [271] "MgSTS480"  "MgSTS474"  "MgSTS113"  "MgSTS106"  "MgSTS69"  
## [276] "MgSTS56"   "MgSTS31"   "MgSTS95"   "MgSTS262"  "MgSTS50"  
## [281] "MgSTS76"   "MgSTS388"  "MgSTS330"  "MgSTS332"  "MgSTS326" 
## [286] "MgSTS282B" "MgSTS282A" "MgSTS255"  "MgSTS350"  "MgSTS362" 
## [291] "MgSTS344"  "MgSTS37"   "MgSTS34"   "MgSTS426"  "MgSTS453" 
## [296] "MgSTS456"  "MgSTS457"  "MgSTS492"  "MgSTS513"  "MgSTS509" 
## [301] "MgSTS500"  "MgSTS430"  "MgSTS381"  "MgSTS314"  "MgSTS251" 
## [306] "MgSTS351"  "MgSTS347"  "MgSTS320"  "MgSTS293"  "MgSTS578" 
## [311] "MgSTS571"  "MgSTS574B" "MgSTS574a" "MgSTS579"  "MgSTS638" 
## [316] "MgSTS590"  "MgSTS589"  "MgSTS586"  "MgSTS535"  "MgSTS537" 
## [321] "MgSTS538"  "MgSTS536"  "MgSTS539"  "MgSTS563"  "MgSTS558" 
## [326] "MgSTS419"  "MgSTS611"  "MgSTS632"  "MgSTS609"  "MgSTS600" 
## [331] "MgSTS565"  "MgSTS606"  "MgSTS577"  "MgSTS438"  "MgSTS477" 
## [336] "MgSTS383"  "MgSTS504A" "MgSTS504B" "MgSTS504C" "MgSTS545" 
## [341] "MgSTS542A" "MgSTS542B" "MgSTS598"  "MgSTS441"  "MgSTS104" 
## [346] "MgSTS511"  "MgSTS621"  "MgSTS622"  "MgSTS459"  "MgSTS220" 
## [351] "MgSTS214"  "MgSTS467"  "MgSTS470"  "MgSTS599"  "MgSTS431" 
## [356] "MgSTS440"

ESTIMATING RECOMBINATION FRACTIONS

twopts_f2 <- rf_2pts(fake_f2_onemap, LOD = 6, max.rf = 0.37)
## Computing 87153 recombination fractions:
## 
##  0%  ........................................... 100%
suggest_lod(fake_f2_onemap) 
## [1] 5.429707

LOD suggest, but we used the LOD proposed by Fishman in original article

ASSIGNING MARKERS TO LINKAGE GROUPS

mark_all_f2 <- make_seq(twopts_f2, "all")

FORMING THE GROUPS

LGs_f2 <- group(mark_all_f2)
##    Selecting markers: 
##    group    1 
##     ............................................................
##     ......................
##    group    2 
##     ......................
##    group    3 
##     ............................................................
##     ...........................
##    group    4 
##     ........................................
##    group    5 
##     .....................
##    group    6 
##     ...................................................
##    group    7 
##     ................................
##    group    8 
##     ..........................
##    group    9 
##     .............................
##    group    10 
##     .....................
LGs_f2
##   This is an object of class 'group'
##   It was generated from the object "mark_all_f2"
## 
##   Criteria used to assign markers to groups:
##     LOD = 6 , Maximum recombination fraction = 0.37 
## 
##   No. markers:            418 
##   No. groups:             10 
##   No. linked markers:     411 
##   No. unlinked markers:   7 
## 
##   Printing groups:
##   Group 1 : 82 markers
##     AA461 AA341 AA173C AA137 BA449 BA416 BA387 BA374 BA214 BA196 BA153 BA129 BB216 BB124 CA267 CA174 CA150 CA75 BD371 BD340 BD270 BD251 BD100 CA389C AAT225 AAT267 AAT265 BC542 BC374 BC80 BC526C BC194C CC447 CC320 CC138 CC93 CC61 CC53 AAT333 AP3 MgSTS17 MgSTS16 MgSTS18 MgSTS20 MgSTS19 MgSTS24 MgSTS26 MgSTS29 MgSTS38 MgSTS91 MgSTS93 MgSTS133 MgSTS98 CYCA aat356 MgSTS87 MgSTS212 MgSTS527 MgSTS520 MgSTS360 MgSTS341 MgSTS336 MgSTS350 MgSTS348 MgSTS358 MgSTS344 MgSTS471 MgSTS491 MgSTS500 MgSTS398 MgSTS380 MgSTS263 MgSTS578 MgSTS583 MgSTS631 MgSTS562 MgSTS561 MgSTS632 MgSTS494 MgSTS483 MgSTS598 MgSTS620 
## 
##   Group 2 : 22 markers
##     AA420 BA301 BA172 BA125 CA279 CA228 CB280 BD175 BD99 BC167 BC126 CC132 CC130 CC385C MgSTS316 MgSTS49 MgSTS106 MgSTS56 MgSTS457 MgSTS513 MgSTS589 MgSTS565 
## 
##   Group 3 : 87 markers
##     AA404 AA361 AA280 AA100 BA497 BA384 BA220 BA75 BB281 BB259 BB190 BB122 BB119 BB102 CA289 CA238 CA220 CA198 CA131 CA96 CB309 CB246 CB187 CB173 CB166 CB162 CB156 BD433 BD429 BD292 BD286 BD263 BD209 BD170 BD68 AA153C CA258C BB103C AAT261 AAT278 AAT374 AAT372 AG19 BC498 BC379 BC334 BC131 BC70 BC586C BC128C CC392 CC387 CC378 CC330 CC286 CC283 AAT312 AAT283 MgSTS27 MgSTS308 MgSTS43 MgSTS48 MgSTS70 MgSTS474 MgSTS95 MgSTS50 MgSTS75 MgSTS388 MgSTS332 MgSTS37 MgSTS34 MgSTS509 MgSTS251 MgSTS351 MgSTS293 MgSTS574B MgSTS574a MgSTS579 MgSTS535 MgSTS539 MgSTS609 MgSTS425 MgSTS435 MgSTS383 MgSTS441 MgSTS511 MgSTS214 
## 
##   Group 4 : 40 markers
##     AA384 AA166C AA66 BA210 BA113 BB208 CA497 CA415 CA399 CA384 CA297 CA233 CB329 CB257 BD411 BD243 BD239 BD130 BD115 AA346C AA374C BA279C CA183C AAT367 BC512 BC321 BC216 BC192 CC531 CC270 MgSTS132 MgSTS228 MgSTS234 MgSTS455 MgSTS262 MgSTS362 MgSTS492 MgSTS347 MgSTS477 MgSTS542B 
## 
##   Group 5 : 21 markers
##     AA378 AA268 AA163 BA69 BB210 BB186 CA264 CA226 CB230 BD316C BD173 AA118C AA454C BC506 CC342 CC124 MgSTS40 MgSTS245 MgSTS282A MgSTS255 MgSTS586 
## 
##   Group 6 : 51 markers
##     AA371C AA311 AA277 AA270 AA158 BA222 BA117 CA283 CA152C CB333 BD179 BD169 BD55 AAT230 AAT300 BC392 BC243 BC125 CC457 CC381 CC262 CC126 CC171C MgSTS21 MgSTS25 MgSTS22 MgSTS28 MgSTS105 MgSTS120 MgSTS58 MgSTS229 MgSTS323 MgSTS508 MgSTS529 MgSTS480 MgSTS426 MgSTS453 MgSTS456 MgSTS430 MgSTS314 MgSTS320 MgSTS606 MgSTS504A MgSTS504B MgSTS545 MgSTS542A MgSTS459 MgSTS220 MgSTS467 MgSTS431 MgSTS440 
## 
##   Group 7 : 32 markers
##     AA246 BA372 BA314 BA158 BB167 CA305 CA210 CA122 CB272 BD189C AAT217 AAT39 AAT211 AAT296 CYCB AAT242 CC450 CC359 CC338C MgSTS59 MgSTS69 MgSTS31 MgSTS76 MgSTS330 MgSTS381 MgSTS571 MgSTS590 MgSTS537 MgSTS538 MgSTS563 MgSTS504C MgSTS621 
## 
##   Group 8 : 26 markers
##     AA167 AA95 BA445 BA400 BA311 BB218 BB176 CA261 CA217 CA196 CA167 CB115 BA396C AAT222 BC108 BC83 CC540 CC402 LFY MgSTS468 MgSTS638 MgSTS536 MgSTS558 MgSTS611 MgSTS600 MgSTS470 
## 
##   Group 9 : 29 markers
##     BA394 BA175 BB182 CA378 CA140 CB216 BD242 BD143 AA296C BA245C AAT233 AAT272 AAT308 AAT364 BC546 BC478 BC388 BC376 BC330 BC266 BC219 CC149 CC114 MgSTS36 MgSTS437 MgSTS113 MgSTS282B MgSTS548 MgSTS438 
## 
##   Group 10 : 21 markers
##     BA334 BA145 BB198 CA315 CB172 CB126 CB55 CB263C AAT240 BC199 CC150 MgSTS55 MgSTS45 MgSTS11 MgSTS68 MgSTS326 MgSTS419 MgSTS577 MgSTS104 MgSTS622 MgSTS599 
## 
##   Unlinked markers: 7  markers
##     AA208 BB327 BB279 CA392 BC135 CC371 MgSTS23

We can see that the markers were assigned to three linkage 10 groups and 7 with no unlinked markers (AA208 BB327 BB279 CA392 BC135 CC371 MgSTS23).

ORDERING MARKERS WITHIN LINKAGE GROUPS

The next step is to order the markers within each group, We can choose between Kosambi

set_map_fun(type = "kosambi")
LG2_f2 <- make_seq(LGs_f2, 2)
LG2_f2
## 
## Number of markers: 22
## Markers in the sequence:
## AA420 BA301 BA172 BA125 CA279 CA228 CB280 BD175 BD99 BC167 BC126 CC132 
## CC130 CC385C MgSTS316 MgSTS49 MgSTS106 MgSTS56 MgSTS457 MgSTS513 MgSTS589 
## MgSTS565
## 
## Parameters not estimated.

To order markers in this group, you can use a two-point based algorithm such as Recombination Counting and Ordering (Van Os et al., 2005)

LG2_rcd_f2 <- rcd(LG2_f2)
## 
## order obtained using RCD algorithm:
## 
##  50 252 2 245 90 296 38 209 345 302 315 109 45 140 317 369 348 388 244 212 148 84 
## 
## calculating multipoint map using tol =  1e-04 .
LG2_f2_ord <- order_seq(input.seq = LG2_f2, n.init = 5,
                        subset.search = "twopt",
                        twopt.alg = "rcd", THRES = 3)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  50 252 2 245 90 296 38 209 345 302 315 109 45 140 317 369 348 388 244 212 148 84 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
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## 
## 
## 
## Running try algorithm
## 388 --> MgSTS565  : ......
## 315 --> MgSTS106  : ......
## 317 --> MgSTS56   : ......
## 369 --> MgSTS589  : .......
## 252 --> CC385C    : ........
## 302 --> MgSTS49   : ........
## 345 --> MgSTS457  : .........
##  90 --> CA228     : ..........
##  38 --> BA301     : ..........
##  45 --> BA172     : ...........
## 209 --> BC167     : ...........
## 212 --> BC126     : ............
##   2 --> AA420     : .............
## 140 --> BD175     : ..............
## 148 --> BD99      : ...............
## 244 --> CC132     : ...............
## 245 --> CC130     : ...............
## 
## LOD threshold = 3 
## 
## Positioned markers: 50 2 245 296 38 209 109 302 345 140 317 369 348 212 84 
## 
## Markers not placed on the map: 45 90 148 244 252 315 388 
## 
## 
## Calculating LOD-Scores
##  45 --> BA172     : ................
##  90 --> CA228     : ................
## 148 --> BD99      : ................
## 244 --> CC132     : ................
## 252 --> CC385C    : ................
## 315 --> MgSTS106  : ................
## 388 --> MgSTS565  : ................
## 
## 
## Placing remaining marker(s) at most likely position
## 388 --> MgSTS565  : ................
## 315 --> MgSTS106  : .................
## 252 --> CC385C    : ..................
## 244 --> CC132     : ...................
##  45 --> BA172     : ....................
##  90 --> CA228     : .....................
## 148 --> BD99      : ......................
## 
## Estimating final genetic map using tol = 10E-5.
LG2_f2_ord
## 
## Best sequence found.
## Printing map:
## 
## Markers               Position           
## 
##  50 BA125                 0.00           
##   2 AA420                10.10           
## 245 CC130                19.51           
## 296 MgSTS316             27.58           
##  38 BA301                59.11           
## 209 BC167                68.81           
## 109 CB280                77.33           
## 302 MgSTS49              82.92           
## 345 MgSTS457             87.85           
## 140 BD175                92.15           
## 317 MgSTS56              96.90           
## 369 MgSTS589             97.70           
## 348 MgSTS513            109.97           
## 212 BC126               121.08           
##  84 CA279               150.67           
## 
##  15 markers            log-likelihood: -1670.228 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------------- 
## |     |  45 |  90 | 148 | 244 | 252 | 315 | 388 |
## |-----|-----|-----|-----|-----|-----|-----|-----| 
## |     |     |     |     |     | *** |     |     |
## |  50 |     |     |     |     |     |     |     | 
## |     |     |     |     |     | **  |     |     |
## |   2 |     |     |     |     |     |     |     | 
## |     |     | **  |     |     |     |     |     |
## | 245 |     |     |     |     |     |     |     | 
## |     |     | *** |     |     |     |     |     |
## | 296 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |
## |  38 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |
## | 209 |     |     |     |     |     |     |     | 
## |     | *** |     |     |     |     |     |     |
## | 109 |     |     |     |     |     |     |     | 
## |     | **  |     |     |     |     |     |     |
## | 302 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     | *** |     |
## | 345 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |
## | 140 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |
## | 317 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |
## | 369 |     |     |     |     |     |     |     | 
## |     |     |     |     | *** |     |     | *** |
## | 348 |     |     |     |     |     |     |     | 
## |     |     |     | *** | **  |     |     |     |
## | 212 |     |     |     |     |     |     |     | 
## |     |     |     | **  | **  |     |     |     |
## |  84 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |
## ------------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)

Check the order obtained. Note that markers 45, 90, 148, 244, 252, 315, 388 could not be safely mapped to a single position where ndicates the most likely position

(Ligação_grupo_2 <- make_seq(LG2_f2_ord, "force"))
## 
## Printing map:
## 
## Markers               Position           
## 
## 252 CC385C                0.00           
##  50 BA125                13.96           
##   2 AA420                21.28           
## 245 CC130                31.80           
##  90 CA228                33.43           
## 296 MgSTS316             40.51           
##  38 BA301                71.28           
## 209 BC167                81.30           
##  45 BA172                88.99           
## 109 CB280                90.82           
## 302 MgSTS49              96.17           
## 315 MgSTS106             97.07           
## 345 MgSTS457            101.69           
## 140 BD175               106.01           
## 317 MgSTS56             110.66           
## 369 MgSTS589            111.43           
## 244 CC132               120.76           
## 388 MgSTS565            126.91           
## 348 MgSTS513            128.34           
## 148 BD99                137.89           
## 212 BC126               138.50           
##  84 CA279               167.72           
## 
##  22 markers            log-likelihood: -2142.921
ripple_seq(Ligação_grupo_2, ws = 5, LOD = 6)
## 252-50-2-245-90-|-296-...
##   Alternative orders:
##    252 50 2 245 90 ... :    0.00 
##    252 50 2 90 245 ... :   -0.10 
##    50 252 2 245 90 ... :   -3.48 
##    50 252 2 90 245 ... :   -3.57 
##    252 2 50 90 245 ... :   -5.17 
##    252 2 50 245 90 ... :   -5.76 
## 
## ...-252-|-50-2-245-90-296-|-38-...
##   Alternative orders:
##    50 2 245 90 296 ... :    0.00 
##    50 2 90 245 296 ... :   -0.10 
##    50 2 245 296 90 ... :   -3.65 
##    2 50 90 245 296 ... :   -5.17 
##    2 50 245 90 296 ... :   -5.76 
## 
## ...-50-|-2-245-90-296-38-|-209-...
##   Alternative orders:
##   ... 2 245 90 296 38 ... :    0.00 
##   ... 2 90 245 296 38 ... :   -0.10 
##   ... 2 245 296 90 38 ... :   -3.65 
## 
## ...-2-|-245-90-296-38-209-|-45-...
##   Alternative orders:
##   ... 245 90 296 38 209 ... :     0.00 
##   ... 90 245 296 38 209 ... :    -0.10 
##   ... 245 296 90 38 209 ... :    -3.65 
## 
## ...-245-|-90-296-38-209-45-|-109-...
##   Alternative orders:
##   ... 90 296 38 209 45 ... :     0.00 
##   ... 296 90 38 209 45 ... :    -3.65 
## 
## ...-90-|-296-38-209-45-109-|-302-...
##   Alternative orders:
##   ... 296 38 209 45 109 ... :     0.00 
##   ... 296 38 209 109 45 ... :    -0.54 
## 
## ...-296-|-38-209-45-109-302-|-315-...
##   Alternative orders:
##   ... 38 209 45 109 302 ... :    0.00 
##   ... 38 209 109 45 302 ... :   -0.54 
## 
## ...-38-|-209-45-109-302-315-|-345-...
##   Alternative orders:
##   ... 209 45 109 302 315 ... :    0.00 
##   ... 209 109 45 302 315 ... :   -0.54 
##   ... 209 45 109 315 302 ... :   -3.34 
##   ... 209 109 45 315 302 ... :   -3.89 
##   ... 209 45 302 315 109 ... :   -4.23 
## 
## ...-209-|-45-109-302-315-345-|-140-...
##   Alternative orders:
##   ... 45 109 302 315 345 ... :    0.00 
##   ... 109 45 302 315 345 ... :   -0.54 
##   ... 45 109 315 302 345 ... :   -3.34 
##   ... 109 45 315 302 345 ... :   -3.89 
##   ... 45 302 315 109 345 ... :   -4.23 
## 
## ...-45-|-109-302-315-345-140-|-317-...
##   Alternative orders:
##   ... 109 302 315 345 140 ... :    0.00 
##   ... 109 315 302 345 140 ... :   -3.34 
##   ... 302 315 109 345 140 ... :   -4.23 
## 
## ...-109-|-302-315-345-140-317-|-369-...
##   Alternative orders:
##   ... 302 315 345 140 317 ... :     0.00 
##   ... 315 302 345 140 317 ... :    -3.34 
## 
## ...-302-|-315-345-140-317-369-|-244-...
##   Alternative orders:
##   ... 315 345 140 317 369 ... :     0.00 
##   ... 315 345 140 369 317 ... :    -1.83 
##   ... 315 345 369 317 140 ... :    -4.46 
##   ... 315 345 317 369 140 ... :    -5.29 
## 
## ...-315-|-345-140-317-369-244-|-388-...
##   Alternative orders:
##   ... 345 140 317 369 244 ... :    0.00 
##   ... 345 140 369 317 244 ... :   -1.83 
##   ... 345 369 317 140 244 ... :   -4.46 
##   ... 345 317 369 140 244 ... :   -5.29 
## 
## ...-345-|-140-317-369-244-388-|-348-...
##   Alternative orders:
##   ... 140 317 369 244 388 ... :     0.00 
##   ... 140 369 317 244 388 ... :    -1.83 
##   ... 369 317 140 244 388 ... :    -4.46 
##   ... 317 369 140 244 388 ... :    -5.29 
## 
## ...-140-|-317-369-244-388-348-|-148-...
##   Alternative orders:
##   ... 317 369 388 348 244 ... :     0.00 
##   ... 317 369 348 388 244 ... :    -1.15 
##   ... 317 369 244 388 348 ... :    -1.28 
##   ... 369 317 388 348 244 ... :    -1.90 
##   ... 369 317 348 388 244 ... :    -3.04 
##   ... 369 317 244 388 348 ... :    -3.11 
##   ... 317 369 244 348 388 ... :    -4.29 
## 
## ...-317-|-369-244-388-348-148-|-212-...
##   Alternative orders:
##   ... 369 388 348 244 148 ... :     0.00 
##   ... 369 348 388 244 148 ... :    -1.15 
##   ... 369 244 388 348 148 ... :    -1.28 
##   ... 369 244 148 388 348 ... :    -3.45 
##   ... 369 244 348 388 148 ... :    -4.29 
##   ... 369 388 348 148 244 ... :    -4.62 
##   ... 369 348 388 148 244 ... :    -5.72 
## 
## ...-369-|-244-388-348-148-212-|-84-...
##   Alternative orders:
##   ... 388 348 244 148 212 :    0.00 
##   ... 388 348 212 244 148 :   -0.25 
##   ... 348 388 244 148 212 :   -1.15 
##   ... 244 388 348 148 212 :   -1.28 
##   ... 244 388 348 212 148 :   -1.33 
##   ... 388 348 244 212 148 :   -1.79 
##   ... 348 388 212 244 148 :   -2.35 
##   ... 244 148 388 348 212 :   -3.45 
##   ... 348 388 244 212 148 :   -3.63 
##   ... 388 348 212 148 244 :   -4.25 
##   ... 244 348 388 148 212 :   -4.29 
##   ... 244 348 388 212 148 :   -4.38 
##   ... 388 348 148 244 212 :   -4.62 
##   ... 348 388 148 244 212 :   -5.72 
## 
## 244-|-388-348-148-212-84
##   Alternative orders:
##    388 348 148 212 84 ... :    0.00 
##    388 348 212 148 84 ... :   -0.04 
##    148 388 348 212 84 ... :   -2.17 
##    348 388 148 212 84 ... :   -3.01 
##    348 388 212 148 84 ... :   -3.10

The second argument, ws = 5, means that subsets (windows) of five markers will be permutated sequentially (5! orders for each window), to search for other plausible orders.

However, the best order was that obtained with the order_seq function

HGL2<-rf_graph_table(Ligação_grupo_2, axis.cex=.6, inter=FALSE)

Removing markers, by ripple algoritm results, this markets 244, 148 is not correct position. Removing markers, by graphical resuts too.

Running again

(LG2seq_f2_rm <- drop_marker(Ligação_grupo_2, c(244, 148)))
## 
## Number of markers: 20
## Markers in the sequence:
## CC385C BA125 AA420 CC130 CA228 MgSTS316 BA301 BC167 BA172 CB280 MgSTS49 
## MgSTS106 MgSTS457 BD175 MgSTS56 MgSTS589 MgSTS565 MgSTS513 BC126 CA279
## 
## Parameters not estimated.
LG2_rcd_f2_rm <- rcd(LG2seq_f2_rm)
## 
## order obtained using RCD algorithm:
## 
##  50 252 2 245 90 296 38 209 345 302 315 109 45 140 317 369 348 388 212 84 
## 
## calculating multipoint map using tol =  1e-04 .
LG2_f2_ord_rm <- order_seq(input.seq = LG2_rcd_f2_rm, n.init = 5,
                        subset.search = "twopt",
                        twopt.alg = "rcd", THRES = 3)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  50 252 2 245 90 296 38 209 345 302 315 109 45 140 317 369 348 388 212 84 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
## 
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## 
## 
## 
## Running try algorithm
## 388 --> MgSTS565  : ......
## 315 --> MgSTS106  : .......
## 369 --> MgSTS589  : .......
## 252 --> CC385C    : .......
## 348 --> MgSTS513  : .......
## 345 --> MgSTS457  : .......
##  90 --> CA228     : ........
##  38 --> BA301     : ........
##  45 --> BA172     : .........
## 209 --> BC167     : ..........
## 212 --> BC126     : ...........
## 109 --> CB280     : ............
##   2 --> AA420     : ............
## 140 --> BD175     : .............
## 245 --> CC130     : ..............
## 
## LOD threshold = 3 
## 
## Positioned markers: 50 2 245 296 38 209 45 302 345 140 317 388 212 84 
## 
## Markers not placed on the map: 252 90 315 109 369 348 
## 
## 
## Calculating LOD-Scores
## 252 --> CC385C    : ...............
##  90 --> CA228     : ...............
## 315 --> MgSTS106  : ...............
## 109 --> CB280     : ...............
## 369 --> MgSTS589  : ...............
## 348 --> MgSTS513  : ...............
## 
## 
## Placing remaining marker(s) at most likely position
## 315 --> MgSTS106  : ...............
## 348 --> MgSTS513  : ................
## 369 --> MgSTS589  : .................
## 252 --> CC385C    : ..................
## 109 --> CB280     : ...................
##  90 --> CA228     : ....................
## 
## Estimating final genetic map using tol = 10E-5.
LG2_f2_ord_rm
## 
## Best sequence found.
## Printing map:
## 
## Markers               Position           
## 
##  50 BA125                 0.00           
##   2 AA420                10.05           
## 245 CC130                19.44           
## 296 MgSTS316             27.55           
##  38 BA301                59.95           
## 209 BC167                70.07           
##  45 BA172                77.61           
## 302 MgSTS49              84.51           
## 345 MgSTS457             89.63           
## 140 BD175                93.83           
## 317 MgSTS56              97.94           
## 388 MgSTS565            110.27           
## 212 BC126               121.78           
##  84 CA279               151.30           
## 
##  14 markers            log-likelihood: -1645.958 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------- 
## |     | 252 |  90 | 315 | 109 | 369 | 348 |
## |-----|-----|-----|-----|-----|-----|-----| 
## |     | *** |     |     |     |     |     |
## |  50 |     |     |     |     |     |     | 
## |     | **  |     |     |     |     |     |
## |   2 |     |     |     |     |     |     | 
## |     |     | **  |     |     |     |     |
## | 245 |     |     |     |     |     |     | 
## |     |     | *** |     |     |     |     |
## | 296 |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |
## |  38 |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |
## | 209 |     |     |     |     |     |     | 
## |     |     |     |     | **  |     |     |
## |  45 |     |     |     |     |     |     | 
## |     |     |     |     | *** |     |     |
## | 302 |     |     |     |     |     |     | 
## |     |     |     | *** |     |     |     |
## | 345 |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |
## | 140 |     |     |     |     |     |     | 
## |     |     |     |     |     | *   |     |
## | 317 |     |     |     |     |     |     | 
## |     |     |     |     |     | *** |     |
## | 388 |     |     |     |     |     |     | 
## |     |     |     |     |     |     | *** |
## | 212 |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |
## |  84 |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |
## ------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_2rm <- make_seq(LG2_f2_ord_rm, "force"))
## 
## Printing map:
## 
## Markers               Position           
## 
## 252 CC385C                0.00           
##  50 BA125                13.96           
##   2 AA420                21.28           
## 245 CC130                31.80           
##  90 CA228                33.44           
## 296 MgSTS316             40.51           
##  38 BA301                71.28           
## 209 BC167                81.30           
##  45 BA172                88.99           
## 109 CB280                90.82           
## 302 MgSTS49              96.17           
## 315 MgSTS106             97.07           
## 345 MgSTS457            101.68           
## 140 BD175               106.01           
## 317 MgSTS56             110.68           
## 369 MgSTS589            111.42           
## 388 MgSTS565            123.86           
## 348 MgSTS513            125.33           
## 212 BC126               135.56           
##  84 CA279               164.80           
## 
##  20 markers            log-likelihood: -2034.836
P1_HGL2 <- rf_graph_table(Ligação_grupo_2rm, axis.cex=.6, inter=FALSE)

The best order was that obtained WITH THE FIRST HEAT MAP. The final estimated map can then be printed using the next group, without removed markets. After, assign a linking group according to the data of the article, reference (Fishman et al., 2001)

Ligação_grupo_2
## 
## Printing map:
## 
## Markers               Position           
## 
## 252 CC385C                0.00           
##  50 BA125                13.96           
##   2 AA420                21.28           
## 245 CC130                31.80           
##  90 CA228                33.43           
## 296 MgSTS316             40.51           
##  38 BA301                71.28           
## 209 BC167                81.30           
##  45 BA172                88.99           
## 109 CB280                90.82           
## 302 MgSTS49              96.17           
## 315 MgSTS106             97.07           
## 345 MgSTS457            101.69           
## 140 BD175               106.01           
## 317 MgSTS56             110.66           
## 369 MgSTS589            111.43           
## 244 CC132               120.76           
## 388 MgSTS565            126.91           
## 348 MgSTS513            128.34           
## 148 BD99                137.89           
## 212 BC126               138.50           
##  84 CA279               167.72           
## 
##  22 markers            log-likelihood: -2142.921
GL2<-Ligação_grupo_2

ORDERING MARKERS THE NEXT LINKAGE GROUP

the next step is to order the markers within group 4, We can do the same steps with the previou group.

set_map_fun(type = "kosambi")
LG4_f2 <- make_seq(LGs_f2, 4)
LG4_f2
## 
## Number of markers: 40
## Markers in the sequence:
## AA384 AA166C AA66 BA210 BA113 BB208 CA497 CA415 CA399 CA384 CA297 CA233 
## CB329 CB257 BD411 BD243 BD239 BD130 BD115 AA346C AA374C BA279C CA183C 
## AAT367 BC512 BC321 BC216 BC192 CC531 CC270 MgSTS132 MgSTS228 MgSTS234 
## MgSTS455 MgSTS262 MgSTS362 MgSTS492 MgSTS347 MgSTS477 MgSTS542B
## 
## Parameters not estimated.
LG4_rcd_f2 <- rcd(LG4_f2)
## 
## order obtained using RCD algorithm:
## 
##  126 4 178 239 111 293 310 202 77 223 208 81 206 62 145 155 52 159 291 347 336 395 18 161 24 73 156 89 75 42 289 358 191 107 403 74 135 321 137 146 
## 
## calculating multipoint map using tol =  1e-04 .
LG4_f2_ord <- order_seq(input.seq = LG4_rcd_f2, n.init = 5,
                        subset.search = "twopt",
                        twopt.alg = "rcd", THRES = 3)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  126 4 178 239 111 293 310 202 77 223 208 81 206 62 145 155 52 159 291 347 336 395 18 161 24 73 156 89 75 42 289 358 191 107 403 74 135 321 137 146 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
## 
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## 
## 
## 
## Running try algorithm
## 161 --> CA183C    : ......
## 156 --> AA374C    : ......
## 395 --> MgSTS477  : ......
##  18 --> AA166C    : .......
## 155 --> AA346C    : ........
## 159 --> BA279C    : .........
## 358 --> MgSTS347  : ..........
## 291 --> MgSTS228  : ..........
## 403 --> MgSTS542B : ...........
## 289 --> MgSTS132  : ...........
## 336 --> MgSTS362  : ...........
## 293 --> MgSTS234  : ............
## 310 --> MgSTS455  : ............
## 178 --> AAT367    : ............
## 321 --> MgSTS262  : ............
## 111 --> CB257     : .............
##  89 --> CA233     : .............
##  75 --> CA399     : .............
##   4 --> AA384     : .............
## 145 --> BD130     : .............
## 137 --> BD239     : ..............
## 206 --> BC216     : ..............
## 191 --> BC512     : ..............
## 239 --> CC270     : ..............
##  62 --> BB208     : ..............
## 107 --> CB329     : ...............
##  77 --> CA384     : ...............
##  81 --> CA297     : ................
##  73 --> CA497     : ................
##  74 --> CA415     : ................
##  24 --> AA66      : ................
##  52 --> BA113     : .................
## 135 --> BD243     : ..................
## 202 --> BC321     : ...................
## 223 --> CC531     : ...................
## 
## LOD threshold = 3 
## 
## Positioned markers: 42 126 77 135 24 18 395 336 321 347 208 291 62 52 155 145 159 146 
## 
## Markers not placed on the map: 4 178 239 111 293 310 202 223 81 206 161 73 156 89 75 289 358 191 107 403 74 137 
## 
## 
## Calculating LOD-Scores
##   4 --> AA384     : ...................
## 178 --> AAT367    : ...................
## 239 --> CC270     : ...................
## 111 --> CB257     : ...................
## 293 --> MgSTS234  : ...................
## 310 --> MgSTS455  : ...................
## 202 --> BC321     : ...................
## 223 --> CC531     : ...................
##  81 --> CA297     : ...................
## 206 --> BC216     : ...................
## 161 --> CA183C    : ...................
##  73 --> CA497     : ...................
## 156 --> AA374C    : ...................
##  89 --> CA233     : ...................
##  75 --> CA399     : ...................
## 289 --> MgSTS132  : ...................
## 358 --> MgSTS347  : ...................
## 191 --> BC512     : ...................
## 107 --> CB329     : ...................
## 403 --> MgSTS542B : ...................
##  74 --> CA415     : ...................
## 137 --> BD239     : ...................
## 
## 
## Placing remaining marker(s) at most likely position
## 137 --> BD239     : ...................
## 206 --> BC216     : ....................
## 293 --> MgSTS234  : .....................
## 156 --> AA374C    : ......................
## 111 --> CB257     : .......................
## 223 --> CC531     : ........................
## 239 --> CC270     : .........................
## 202 --> BC321     : ..........................
##  73 --> CA497     : ...........................
## 178 --> AAT367    : ............................
##   4 --> AA384     : .............................
## 310 --> MgSTS455  : ..............................
## 161 --> CA183C    : ...............................
##  74 --> CA415     : ................................
##  81 --> CA297     : .................................
## 289 --> MgSTS132  : ..................................
## 191 --> BC512     : ...................................
## 107 --> CB329     : ....................................
## 403 --> MgSTS542B : .....................................
## 358 --> MgSTS347  : ......................................
##  89 --> CA233     : .......................................
##  75 --> CA399     : ........................................
## 
## Estimating final genetic map using tol = 10E-5.
LG4_f2_ord
## 
## Best sequence found.
## Printing map:
## 
## Markers               Position           
## 
##  42 BA210                 0.00           
## 126 BD411                77.72           
##  77 CA384               108.06           
## 135 BD243               147.17           
##  24 AA66                158.51           
##  18 AA166C              170.83           
## 395 MgSTS477            178.72           
## 336 MgSTS362            184.32           
## 321 MgSTS262            193.79           
## 347 MgSTS492            203.61           
## 208 BC192               213.34           
## 291 MgSTS228            224.80           
##  62 BB208               226.93           
##  52 BA113               232.71           
## 155 AA346C              235.90           
## 145 BD130               241.12           
## 159 BA279C              249.02           
## 146 BD115               265.96           
## 
##  18 markers            log-likelihood: -2234.91 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------------------------------------------------------------------------------------------------------- 
## |     |   4 | 178 | 239 | 111 | 293 | 310 | 202 | 223 |  81 | 206 | 161 |  73 | 156 |  89 |  75 | 289 | 358 | 191 | 107 | 403 |  74 | 137 |
## |-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----| 
## |     | **  | **  | *   | *   |     |     |     |     |     |     |     |     |     | **  | *** | **  | **  | **  | **  | **  | **  |     |
## |  42 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     | *** | *** | *** | *** | *** |     |     |     |     |     |     |     |     | **  | **  | *** | *** | *** | *** | *** | *** |     |
## | 126 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     | *   | *   |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |  77 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     | *** |     |     |     | *   | *** | *** |     |     |     |     |     |     |     |     |
## | 135 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     | **  | *** | *   |     |     |     |     |     |     |     |     |     |
## |  24 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     | *** |     |     |     |     |     |     |     |     |     |     |     |
## |  18 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 395 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 336 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 321 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 347 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     | **  |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 208 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     | **  |     |     | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 291 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |  62 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |  52 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 155 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 145 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     | *   |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** |
## | 159 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     | *   |     |     |     | *** |     |     |     |     |     |     |     |     |     |     |     |     |
## | 146 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     | *   | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## ------------------------------------------------------------------------------------------------------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_4 <- make_seq(LG4_f2_ord, "force"))
## 
## Printing map:
## 
## Markers                Position           
## 
##  74 CA415                  0.00           
## 191 BC512                 14.15           
## 358 MgSTS347              18.60           
## 289 MgSTS132              23.76           
##  42 BA210                 30.75           
##  75 CA399                 31.02           
## 107 CB329                 41.64           
## 403 MgSTS542B             45.50           
##   4 AA384                448.46           
## 178 AAT367               474.18           
## 293 MgSTS234             500.25           
## 111 CB257                507.20           
## 239 CC270                516.28           
## 202 BC321                531.17           
## 310 MgSTS455             541.14           
## 126 BD411                569.02           
##  77 CA384                598.44           
## 223 CC531                617.32           
##  89 CA233                653.65           
## 156 AA374C               661.76           
##  73 CA497                666.24           
## 135 BD243                673.00           
## 161 CA183C               682.10           
##  24 AA66                 687.39           
##  18 AA166C               696.16           
## 395 MgSTS477             704.01           
## 336 MgSTS362             709.58           
## 321 MgSTS262             719.01           
## 347 MgSTS492             728.86           
## 208 BC192                739.03           
##  81 CA297                743.03           
## 291 MgSTS228             750.66           
##  62 BB208                752.37           
##  52 BA113                758.30           
## 155 AA346C               761.51           
## 145 BD130                766.41           
## 137 BD239                772.85           
## 159 BA279C               781.83           
## 206 BC216                795.61           
## 146 BD115                816.95           
## 
##  40 markers            log-likelihood: -4757.213
#ripple_seq(Ligação_grupo_2, ws = 5, LOD = 6)
rf_graph_table(Ligação_grupo_4, axis.cex=.6, inter=FALSE)

LG4seq_f2_rm <- drop_marker(Ligação_grupo_4, c(89,156,223,137,146))
LG4_rcd_f2_rm <- rcd(LG4seq_f2_rm)
## 
## order obtained using RCD algorithm:
## 
##  74 403 107 191 358 289 75 42 135 73 24 161 18 395 336 347 291 159 52 155 145 62 208 81 206 202 310 293 111 239 178 4 126 77 321 
## 
## calculating multipoint map using tol =  1e-04 .
LG4_f2_ord_rm <- order_seq(input.seq = LG4_rcd_f2_rm, n.init = 5,
                           subset.search = "twopt",
                           twopt.alg = "rcd", THRES = 3)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  74 403 107 191 358 289 75 42 135 73 24 161 18 395 336 347 291 159 52 155 145 62 208 81 206 202 310 293 111 239 178 4 126 77 321 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
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## 
## 
## 
## Running try algorithm
## 161 --> CA183C    : ......
##  18 --> AA166C    : .......
## 395 --> MgSTS477  : ........
## 155 --> AA346C    : .........
## 358 --> MgSTS347  : ..........
## 291 --> MgSTS228  : ...........
## 403 --> MgSTS542B : ............
## 289 --> MgSTS132  : ............
## 336 --> MgSTS362  : .............
## 310 --> MgSTS455  : ..............
## 293 --> MgSTS234  : ..............
## 178 --> AAT367    : ...............
## 347 --> MgSTS492  : ................
## 111 --> CB257     : .................
##  75 --> CA399     : .................
##   4 --> AA384     : ..................
## 145 --> BD130     : ..................
## 191 --> BC512     : ..................
## 208 --> BC192     : ...................
## 206 --> BC216     : ...................
## 239 --> CC270     : ...................
##  62 --> BB208     : ....................
## 107 --> CB329     : .....................
##  81 --> CA297     : .....................
##  77 --> CA384     : ......................
##  24 --> AA66      : .......................
##  42 --> BA210     : .......................
##  52 --> BA113     : .......................
## 135 --> BD243     : .......................
## 126 --> BD411     : ........................
## 
## LOD threshold = 3 
## 
## Positioned markers: 191 358 289 75 74 73 135 161 18 395 336 321 347 291 62 81 159 155 77 126 202 239 293 178 
## 
## Markers not placed on the map: 403 107 42 24 52 145 208 206 310 111 4 
## 
## 
## Calculating LOD-Scores
## 403 --> MgSTS542B : .........................
## 107 --> CB329     : .........................
##  42 --> BA210     : .........................
##  24 --> AA66      : .........................
##  52 --> BA113     : .........................
## 145 --> BD130     : .........................
## 208 --> BC192     : .........................
## 206 --> BC216     : .........................
## 310 --> MgSTS455  : .........................
## 111 --> CB257     : .........................
##   4 --> AA384     : .........................
## 
## 
## Placing remaining marker(s) at most likely position
## 208 --> BC192     : .........................
##   4 --> AA384     : ..........................
## 111 --> CB257     : ...........................
## 145 --> BD130     : ............................
##  52 --> BA113     : .............................
## 403 --> MgSTS542B : ..............................
## 310 --> MgSTS455  : ...............................
## 206 --> BC216     : ................................
## 107 --> CB329     : .................................
##  24 --> AA66      : ..................................
##  42 --> BA210     : ...................................
## 
## Estimating final genetic map using tol = 10E-5.
LG4_f2_ord_rm
## 
## Best sequence found.
## Printing map:
## 
## Markers               Position           
## 
## 191 BC512                 0.00           
## 358 MgSTS347              4.49           
## 289 MgSTS132              9.71           
##  75 CA399                16.96           
##  74 CA415                23.24           
##  73 CA497                42.39           
## 135 BD243                49.61           
## 161 CA183C               60.02           
##  18 AA166C               70.39           
## 395 MgSTS477             78.26           
## 336 MgSTS362             83.84           
## 321 MgSTS262             93.32           
## 347 MgSTS492            103.25           
## 291 MgSTS228            112.14           
##  62 BB208               114.56           
##  81 CA297               117.14           
## 159 BA279C              124.02           
## 155 AA346C              134.28           
##  77 CA384               152.66           
## 126 BD411               182.30           
## 202 BC321               206.05           
## 239 CC270               220.71           
## 293 MgSTS234            231.12           
## 178 AAT367              257.61           
## 
##  24 markers            log-likelihood: -3055.622 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------------------------------------- 
## |     | 403 | 107 |  42 |  24 |  52 | 145 | 208 | 206 | 310 | 111 |   4 |
## |-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----| 
## |     | *** | *** |     |     |     |     |     |     |     |     |     |
## | 191 |     |     |     |     |     |     |     |     |     |     |     | 
## |     | *   | **  |     |     |     |     |     |     |     |     |     |
## | 358 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 289 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     | *** |     |     |     |     |     |     |     |     |
## |  75 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     | **  |     |     |     |     |     |     |     |     |
## |  74 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## |  73 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 135 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     | *** |     |     |     |     |     |     |     |
## | 161 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     | **  |     |     |     |     |     |     |     |
## |  18 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 395 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 336 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 321 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 347 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 291 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## |  62 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     | **  |     |     |     |
## |  81 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     | *** |     |     |     |
## | 159 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     | *** | *** |     |     |     |     |     |
## | 155 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     | *   | *   | *** | **  |     |     |     |
## |  77 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 126 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     | *** |     |     |
## | 202 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     | **  |     |     |
## | 239 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 293 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     | *** |     |
## | 178 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     | *** |
## ------------------------------------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_4rm <- make_seq(LG4_f2_ord_rm, "force"))
## 
## Printing map:
## 
## Markers                Position           
## 
## 107 CB329                  0.00           
## 403 MgSTS542B              4.18           
## 191 BC512                 10.40           
## 358 MgSTS347              14.49           
## 289 MgSTS132              19.99           
##  42 BA210                 26.99           
##  75 CA399                 27.65           
##  74 CA415                 40.30           
##  73 CA497                 59.03           
## 135 BD243                 66.20           
##  24 AA66                  75.96           
## 161 CA183C                82.58           
##  18 AA166C                92.96           
## 395 MgSTS477             100.81           
## 336 MgSTS362             106.39           
## 321 MgSTS262             115.87           
## 347 MgSTS492             125.79           
## 291 MgSTS228             134.70           
##  62 BB208                137.12           
##  81 CA297                139.71           
## 159 BA279C               146.52           
## 145 BD130                154.97           
##  52 BA113                156.86           
## 155 AA346C               160.49           
## 208 BC192                172.96           
## 206 BC216                187.69           
##  77 CA384                204.38           
## 126 BD411                232.55           
## 310 MgSTS455             258.47           
## 202 BC321                268.31           
## 239 CC270                283.89           
## 293 MgSTS234             293.64           
## 111 CB257                301.73           
## 178 AAT367               323.34           
##   4 AA384                349.12           
## 
##  35 markers            log-likelihood: -4096.503
HGL4<- rf_graph_table(Ligação_grupo_4rm, axis.cex=.6, inter=FALSE)

GL4 <- Ligação_grupo_4rm

ORDERING MARKERS THE NEXT LINKAGE GROUP

The next step is to order the markers within group 5, We can do the same steps with the previou group

set_map_fun(type = "kosambi")
LG5_f2 <- make_seq(LGs_f2, 5)
LG5_f2
## 
## Number of markers: 21
## Markers in the sequence:
## AA378 AA268 AA163 BA69 BB210 BB186 CA264 CA226 CB230 BD316C BD173 AA118C 
## AA454C BC506 CC342 CC124 MgSTS40 MgSTS245 MgSTS282A MgSTS255 MgSTS586
## 
## Parameters not estimated.
LG5_rcd_f2 <- rcd(LG5_f2)
## 
## order obtained using RCD algorithm:
## 
##  65 247 282 5 371 54 141 113 86 91 129 61 294 13 157 234 19 192 332 333 152 
## 
## calculating multipoint map using tol =  1e-04 .
LG5_f2_ord <- order_seq(input.seq = LG5_rcd_f2, n.init = 5,
                        subset.search = "twopt",
                        twopt.alg = "rcd", THRES = 3)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  65 247 282 5 371 54 141 113 86 91 129 61 294 13 157 234 19 192 332 333 152 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
## 
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## 
## 
## 
## Running try algorithm
## 157 --> AA454C    : ......
## 282 --> MgSTS40   : ......
## 371 --> MgSTS586  : .......
## 294 --> MgSTS245  : ........
## 333 --> MgSTS255  : .........
## 332 --> MgSTS282A : ..........
##  86 --> CA264     : ...........
##   5 --> AA378     : ............
##  19 --> AA163     : .............
## 141 --> BD173     : ..............
## 192 --> BC506     : ...............
##  61 --> BB210     : ................
## 113 --> CB230     : ................
##  91 --> CA226     : .................
##  13 --> AA268     : .................
## 247 --> CC124     : ..................
## 
## LOD threshold = 3 
## 
## Positioned markers: 65 247 282 371 54 113 129 5 141 86 294 13 234 19 192 332 333 152 
## 
## Markers not placed on the map: 91 61 157 
## 
## 
## Calculating LOD-Scores
##  91 --> CA226     : ...................
##  61 --> BB210     : ...................
## 157 --> AA454C    : ...................
## 
## 
## Placing remaining marker(s) at most likely position
## 157 --> AA454C    : ...................
##  61 --> BB210     : ....................
##  91 --> CA226     : .....................
## 
## Estimating final genetic map using tol = 10E-5.
LG5_f2_ord
## 
## Best sequence found.
## Printing map:
## 
## Markers                Position           
## 
##  65 BB186                  0.00           
## 247 CC124                  6.76           
## 282 MgSTS40               16.85           
## 371 MgSTS586              38.50           
##  54 BA69                  41.86           
## 113 CB230                 46.65           
## 129 BD316C                48.49           
##   5 AA378                 56.22           
## 141 BD173                 62.93           
##  86 CA264                 67.87           
## 294 MgSTS245              79.18           
##  13 AA268                 87.75           
## 234 CC342                 97.44           
##  19 AA163                110.53           
## 192 BC506                127.43           
## 332 MgSTS282A            147.83           
## 333 MgSTS255             151.88           
## 152 AA118C               179.97           
## 
##  18 markers            log-likelihood: -2214.558 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------- 
## |     |  91 |  61 | 157 |
## |-----|-----|-----|-----| 
## |     |     |     |     |
## |  65 |     |     |     | 
## |     |     |     |     |
## | 247 |     |     |     | 
## |     |     |     |     |
## | 282 |     |     |     | 
## |     |     |     |     |
## | 371 |     |     |     | 
## |     |     |     |     |
## |  54 |     |     |     | 
## |     |     |     |     |
## | 113 |     |     |     | 
## |     |     | *** |     |
## | 129 |     |     |     | 
## |     | **  |     |     |
## |   5 |     |     |     | 
## |     | *** |     |     |
## | 141 |     |     |     | 
## |     | *   |     |     |
## |  86 |     |     |     | 
## |     | *   |     |     |
## | 294 |     |     |     | 
## |     |     |     |     |
## |  13 |     |     |     | 
## |     |     |     |     |
## | 234 |     |     |     | 
## |     |     |     | *** |
## |  19 |     |     |     | 
## |     |     |     |     |
## | 192 |     |     |     | 
## |     |     |     |     |
## | 332 |     |     |     | 
## |     |     |     |     |
## | 333 |     |     |     | 
## |     |     |     |     |
## | 152 |     |     |     | 
## |     |     |     |     |
## ------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_5 <- make_seq(LG5_f2_ord, "force"))
## 
## Printing map:
## 
## Markers                Position           
## 
##  65 BB186                  0.00           
## 247 CC124                  6.78           
## 282 MgSTS40               16.83           
## 371 MgSTS586              38.39           
##  54 BA69                  41.62           
## 113 CB230                 46.20           
##  61 BB210                 47.75           
## 129 BD316C                49.47           
##   5 AA378                 56.86           
##  91 CA226                 60.30           
## 141 BD173                 63.72           
##  86 CA264                 68.83           
## 294 MgSTS245              80.74           
##  13 AA268                 90.11           
## 234 CC342                 97.67           
## 157 AA454C               105.03           
##  19 AA163                114.35           
## 192 BC506                130.54           
## 332 MgSTS282A            149.72           
## 333 MgSTS255             153.77           
## 152 AA118C               181.81           
## 
##  21 markers            log-likelihood: -2416.743
#ripple_seq(Ligação_grupo_2, ws = 5, LOD = 6)
rf_graph_table(Ligação_grupo_5, axis.cex=.6, inter=FALSE)

LG5seq_f2_rm <- drop_marker(Ligação_grupo_5, c(91,54))
LG5_rcd_f2_rm <- rcd(LG5seq_f2_rm)
## 
## order obtained using RCD algorithm:
## 
##  65 247 282 61 129 371 5 141 113 86 294 13 157 234 19 192 332 333 152 
## 
## calculating multipoint map using tol =  1e-04 .
LG5_f2_ord_rm <- order_seq(input.seq = LG5_rcd_f2_rm, n.init = 5,
                           subset.search = "twopt",
                           twopt.alg = "rcd", THRES = 3)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  65 247 282 61 129 371 5 141 113 86 294 13 157 234 19 192 332 333 152 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
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## 
## 
## 
## Running try algorithm
## 157 --> AA454C    : ......
## 282 --> MgSTS40   : .......
## 129 --> BD316C    : ........
## 294 --> MgSTS245  : .........
## 333 --> MgSTS255  : ..........
## 332 --> MgSTS282A : ...........
##   5 --> AA378     : ............
##  19 --> AA163     : .............
## 141 --> BD173     : ..............
## 192 --> BC506     : ...............
##  61 --> BB210     : ................
## 113 --> CB230     : ................
##  13 --> AA268     : .................
## 247 --> CC124     : .................
## 
## LOD threshold = 3 
## 
## Positioned markers: 65 247 282 371 113 129 5 141 86 294 234 157 19 192 332 333 152 
## 
## Markers not placed on the map: 61 13 
## 
## 
## Calculating LOD-Scores
##  61 --> BB210     : ..................
##  13 --> AA268     : ..................
## 
## 
## Placing remaining marker(s) at most likely position
##  61 --> BB210     : ..................
##  13 --> AA268     : ...................
## 
## Estimating final genetic map using tol = 10E-5.
LG5_f2_ord_rm
## 
## Best sequence found.
## Printing map:
## 
## Markers                Position           
## 
##  65 BB186                  0.00           
## 247 CC124                  6.81           
## 282 MgSTS40               16.84           
## 371 MgSTS586              38.26           
## 113 CB230                 44.78           
## 129 BD316C                46.74           
##   5 AA378                 54.37           
## 141 BD173                 60.99           
##  86 CA264                 65.87           
## 294 MgSTS245              76.79           
## 234 CC342                 88.88           
## 157 AA454C                97.06           
##  19 AA163                106.38           
## 192 BC506                122.56           
## 332 MgSTS282A            141.75           
## 333 MgSTS255             145.80           
## 152 AA118C               173.84           
## 
##  17 markers            log-likelihood: -2227.567 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------- 
## |     |  61 |  13 |
## |-----|-----|-----| 
## |     |     |     |
## |  65 |     |     | 
## |     |     |     |
## | 247 |     |     | 
## |     |     |     |
## | 282 |     |     | 
## |     |     |     |
## | 371 |     |     | 
## |     |     |     |
## | 113 |     |     | 
## |     | *** |     |
## | 129 |     |     | 
## |     |     |     |
## |   5 |     |     | 
## |     |     |     |
## | 141 |     |     | 
## |     |     |     |
## |  86 |     |     | 
## |     |     |     |
## | 294 |     |     | 
## |     |     | *** |
## | 234 |     |     | 
## |     |     | **  |
## | 157 |     |     | 
## |     |     |     |
## |  19 |     |     | 
## |     |     |     |
## | 192 |     |     | 
## |     |     |     |
## | 332 |     |     | 
## |     |     |     |
## | 333 |     |     | 
## |     |     |     |
## | 152 |     |     | 
## |     |     |     |
## ------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_5rm <- make_seq(LG5_f2_ord_rm, "force"))
## 
## Printing map:
## 
## Markers                Position           
## 
##  65 BB186                  0.00           
## 247 CC124                  6.84           
## 282 MgSTS40               16.82           
## 371 MgSTS586              38.15           
## 113 CB230                 44.25           
##  61 BB210                 45.88           
## 129 BD316C                47.70           
##   5 AA378                 55.82           
## 141 BD173                 62.53           
##  86 CA264                 67.46           
## 294 MgSTS245              78.78           
##  13 AA268                 87.89           
## 234 CC342                 95.55           
## 157 AA454C               102.90           
##  19 AA163                112.22           
## 192 BC506                128.41           
## 332 MgSTS282A            147.59           
## 333 MgSTS255             151.64           
## 152 AA118C               179.68           
## 
##  19 markers            log-likelihood: -2330.963
HGL5<-rf_graph_table(Ligação_grupo_5rm, axis.cex=.6, inter=FALSE)

GL5<-Ligação_grupo_5rm

ORDERING MARKERS THE NEXT LINKAGE GROUP

set_map_fun(type = "kosambi")
LG6_f2 <- make_seq(LGs_f2, 6)
LG6_f2
## 
## Number of markers: 51
## Too many markers  - not printing their names
## 
## Parameters not estimated.
LG6_rcd_f2 <- rcd(LG6_f2)
## 
## order obtained using RCD algorithm:
## 
##  224 309 306 267 402 418 9 51 20 12 11 181 139 274 401 354 411 359 273 264 292 417 280 412 254 268 186 106 143 39 240 83 230 99 398 399 343 272 342 389 297 414 351 344 195 6 204 246 213 312 150 
## 
## calculating multipoint map using tol =  1e-04 .
LG6_f2_ord <- order_seq(input.seq = LG6_rcd_f2, n.init = 5,
                        subset.search = "twopt",
                        twopt.alg = "rcd", THRES = 3)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  224 309 306 267 402 418 9 51 20 12 11 181 139 274 401 354 411 359 273 264 292 417 280 412 254 268 186 106 143 39 240 83 230 99 398 399 343 272 342 389 297 414 351 344 195 6 204 246 213 312 150 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
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## 
## 
## 
## Running try algorithm
##  99 --> CA152C    : ......
## 389 --> MgSTS606  : .......
##   6 --> AA371C    : ........
## 399 --> MgSTS504B : .........
## 412 --> MgSTS220  : ..........
## 398 --> MgSTS504A : ...........
## 411 --> MgSTS459  : ............
## 292 --> MgSTS229  : .............
## 267 --> MgSTS25   : ..............
## 280 --> MgSTS58   : ...............
## 273 --> MgSTS105  : ................
## 312 --> MgSTS480  : .................
## 401 --> MgSTS545  : .................
## 402 --> MgSTS542A : ..................
## 309 --> MgSTS529  : ...................
## 306 --> MgSTS508  : ....................
## 181 --> AAT230    : ....................
## 418 --> MgSTS440  : ....................
## 254 --> CC171C    : ....................
## 343 --> MgSTS453  : .....................
## 264 --> MgSTS21   : .....................
## 414 --> MgSTS467  : ......................
## 354 --> MgSTS314  : .......................
## 344 --> MgSTS456  : ........................
## 297 --> MgSTS323  : .........................
## 417 --> MgSTS431  : ..........................
## 342 --> MgSTS426  : ...........................
## 186 --> AAT300    : ............................
## 351 --> MgSTS430  : .............................
## 359 --> MgSTS320  : .............................
## 106 --> CB333     : ..............................
##  83 --> CA283     : ..............................
##   9 --> AA311     : ..............................
##  11 --> AA277     : ..............................
##  39 --> BA222     : ...............................
## 139 --> BD179     : ...............................
## 204 --> BC243     : ...............................
## 213 --> BC125     : ...............................
## 230 --> CC381     : ...............................
##  20 --> AA158     : ................................
##  12 --> AA270     : .................................
##  51 --> BA117     : .................................
## 143 --> BD169     : .................................
## 195 --> BC392     : ..................................
## 240 --> CC262     : ...................................
## 246 --> CC126     : ....................................
## 
## LOD threshold = 3 
## 
## Positioned markers: 224 309 267 402 401 354 274 411 359 11 20 273 264 280 417 292 412 143 254 230 99 186 268 240 398 342 272 399 389 297 414 344 195 6 150 
## 
## Markers not placed on the map: 306 418 9 51 12 181 139 106 39 83 343 351 204 246 213 312 
## 
## 
## Calculating LOD-Scores
## 306 --> MgSTS508  : ....................................
## 418 --> MgSTS440  : ....................................
##   9 --> AA311     : ....................................
##  51 --> BA117     : ....................................
##  12 --> AA270     : ....................................
## 181 --> AAT230    : ....................................
## 139 --> BD179     : ....................................
## 106 --> CB333     : ....................................
##  39 --> BA222     : ....................................
##  83 --> CA283     : ....................................
## 343 --> MgSTS453  : ....................................
## 351 --> MgSTS430  : ....................................
## 204 --> BC243     : ....................................
## 246 --> CC126     : ....................................
## 213 --> BC125     : ....................................
## 312 --> MgSTS480  : ....................................
## 
## 
## Placing remaining marker(s) at most likely position
## 204 --> BC243     : ....................................
## 181 --> AAT230    : .....................................
## 139 --> BD179     : ......................................
## 351 --> MgSTS430  : .......................................
## 418 --> MgSTS440  : ........................................
## 312 --> MgSTS480  : .........................................
## 246 --> CC126     : ..........................................
## 106 --> CB333     : ...........................................
##   9 --> AA311     : ............................................
## 213 --> BC125     : .............................................
##  12 --> AA270     : ..............................................
##  51 --> BA117     : ...............................................
## 343 --> MgSTS453  : ................................................
##  39 --> BA222     : .................................................
## 306 --> MgSTS508  : ..................................................
##  83 --> CA283     : ...................................................
## 
## Estimating final genetic map using tol = 10E-5.
LG6_f2_ord
## 
## Best sequence found.
## Printing map:
## 
## Markers                Position           
## 
## 224 CC457                  0.00           
## 309 MgSTS529               8.18           
## 267 MgSTS25               26.29           
## 402 MgSTS542A             33.19           
## 401 MgSTS545              44.59           
## 354 MgSTS314              46.71           
## 274 MgSTS120              49.93           
## 411 MgSTS459              54.82           
## 359 MgSTS320              58.46           
##  11 AA277                 64.52           
##  20 AA158                 70.05           
## 273 MgSTS105              77.65           
## 264 MgSTS21               79.66           
## 280 MgSTS58               93.23           
## 417 MgSTS431              95.32           
## 292 MgSTS229              97.24           
## 412 MgSTS220             105.24           
## 143 BD169                112.15           
## 254 CC171C               116.66           
## 230 CC381                124.30           
##  99 CA152C               128.10           
## 186 AAT300               132.22           
## 268 MgSTS22              134.83           
## 240 CC262                140.79           
## 398 MgSTS504A            145.46           
## 342 MgSTS426             154.72           
## 272 MgSTS28              156.95           
## 399 MgSTS504B            158.37           
## 389 MgSTS606             164.35           
## 297 MgSTS323             165.91           
## 414 MgSTS467             167.09           
## 344 MgSTS456             171.90           
## 195 BC392                176.90           
##   6 AA371C               189.78           
## 150 BD55                 243.62           
## 
##  35 markers            log-likelihood: -3470.561 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------------------------------------------------------------------- 
## |     | 306 | 418 |   9 |  51 |  12 | 181 | 139 | 106 |  39 |  83 | 343 | 351 | 204 | 246 | 213 | 312 |
## |-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----| 
## |     |     |     | *** |     |     |     |     |     |     |     |     |     |     |     | **  |     |
## | 224 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     | **  |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 309 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     | *** | *** | *   |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 267 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 402 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 401 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 354 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 274 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     | *** |     |     |     |     |     |     |     |     |     |
## | 411 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 359 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     | *** | **  | *** |     |     |     |     |     |     |     |     |     |     |
## |  11 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     | **  | *** |     |     |     |     |     |     |     |     |     |     |     |
## |  20 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 273 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 264 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 280 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 417 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 292 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 412 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 143 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 254 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     | *   |     |     |     |     |     |     |     |
## | 230 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |  99 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     | *   | *   |     |     |     |     |     |     |     |
## | 186 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     | *** | *** |     |     |     |     |     |     |     |
## | 268 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     | **  | *** |     |     |     |     |     |     |
## | 240 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     | **  | **  |     |     |     |     |     |     |
## | 398 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** |     |     |
## | 342 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 272 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     | *** |     |     |     |     |     |
## | 399 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     | **  |     |     |     |     |     |
## | 389 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 297 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 414 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     | *** |     |     |     |     |
## | 344 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 195 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |   6 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     | *** | *   | **  | *** |
## | 150 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** | *   |
## ------------------------------------------------------------------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_6 <- make_seq(LG6_f2_ord, "force"))
## 
## Printing map:
## 
## Markers                Position           
## 
## 224 CC457                  0.00           
## 306 MgSTS508               7.93           
## 309 MgSTS529               9.13           
##   9 AA311                 17.03           
## 418 MgSTS440              24.56           
## 267 MgSTS25               34.84           
## 402 MgSTS542A             41.57           
## 401 MgSTS545              52.90           
## 354 MgSTS314              54.93           
## 274 MgSTS120              58.00           
## 139 BD179                 60.07           
## 411 MgSTS459              63.66           
## 359 MgSTS320              67.28           
## 181 AAT230                77.60           
##  51 BA117                 90.55           
##  11 AA277                 97.76           
##  12 AA270                102.56           
##  20 AA158                110.83           
## 273 MgSTS105             117.93           
## 264 MgSTS21              119.98           
## 280 MgSTS58              133.54           
## 417 MgSTS431             135.64           
## 292 MgSTS229             137.55           
## 412 MgSTS220             145.56           
## 143 BD169                152.46           
## 254 CC171C               156.98           
## 230 CC381                164.61           
##  99 CA152C               168.41           
## 186 AAT300               172.62           
## 106 CB333                173.75           
## 268 MgSTS22              176.66           
##  39 BA222                180.62           
##  83 CA283                186.81           
## 240 CC262                186.82           
## 398 MgSTS504A            192.70           
## 246 CC126                200.56           
## 342 MgSTS426             211.42           
## 272 MgSTS28              213.71           
## 343 MgSTS453             215.09           
## 399 MgSTS504B            215.46           
## 389 MgSTS606             221.35           
## 297 MgSTS323             222.75           
## 414 MgSTS467             224.30           
## 351 MgSTS430             224.59           
## 344 MgSTS456             229.66           
## 195 BC392                234.61           
##   6 AA371C               247.38           
## 204 BC243                269.98           
## 312 MgSTS480             304.87           
## 213 BC125                346.48           
## 150 BD55                 388.22           
## 
##  51 markers            log-likelihood: -4895.778
#ripple_seq(Ligação_grupo_2, ws = 5, LOD = 6)
rf_graph_table(Ligação_grupo_6, axis.cex=.6, inter=FALSE)

LG6seq_f2_rm <- drop_marker(Ligação_grupo_6, c(39,359,106, 150, 6, 181))
LG6_rcd_f2_rm <- rcd(LG6seq_f2_rm)
## 
## order obtained using RCD algorithm:
## 
##  224 309 306 267 402 418 9 51 20 12 11 139 274 401 354 411 273 264 292 417 280 412 99 254 143 268 186 230 83 240 398 399 343 272 342 389 297 414 351 344 195 246 213 204 312 
## 
## calculating multipoint map using tol =  1e-04 .
LG6_f2_ord_rm <- order_seq(input.seq = LG6_rcd_f2_rm, n.init = 5,
                           subset.search = "twopt",
                           twopt.alg = "rcd", THRES = 3)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  224 309 306 267 402 418 9 51 20 12 11 139 274 401 354 411 273 264 292 417 280 412 99 254 143 268 186 230 83 240 398 399 343 272 342 389 297 414 351 344 195 246 213 204 312 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
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## 
## 
## 
## Running try algorithm
## 268 --> MgSTS22   : ......
## 389 --> MgSTS606  : .......
## 274 --> MgSTS120  : ........
## 399 --> MgSTS504B : ........
## 412 --> MgSTS220  : .........
## 398 --> MgSTS504A : .........
## 411 --> MgSTS459  : ..........
## 292 --> MgSTS229  : ..........
## 267 --> MgSTS25   : ...........
## 280 --> MgSTS58   : ............
## 273 --> MgSTS105  : .............
## 401 --> MgSTS545  : ..............
## 402 --> MgSTS542A : ...............
## 309 --> MgSTS529  : ................
## 306 --> MgSTS508  : .................
## 418 --> MgSTS440  : .................
## 254 --> CC171C    : .................
## 343 --> MgSTS453  : ..................
## 264 --> MgSTS21   : ..................
## 414 --> MgSTS467  : ..................
## 354 --> MgSTS314  : ...................
## 344 --> MgSTS456  : ....................
## 297 --> MgSTS323  : .....................
## 417 --> MgSTS431  : ......................
## 342 --> MgSTS426  : .......................
## 186 --> AAT300    : ........................
## 351 --> MgSTS430  : .........................
##  83 --> CA283     : .........................
##   9 --> AA311     : .........................
##  11 --> AA277     : .........................
## 213 --> BC125     : ..........................
## 204 --> BC243     : ..........................
## 230 --> CC381     : ...........................
##  20 --> AA158     : ............................
##  12 --> AA270     : .............................
##  51 --> BA117     : .............................
## 143 --> BD169     : ..............................
## 195 --> BC392     : ...............................
## 240 --> CC262     : ................................
## 246 --> CC126     : .................................
## 
## LOD threshold = 3 
## 
## Positioned markers: 224 309 267 402 401 354 139 11 51 20 273 280 417 292 143 254 230 99 186 268 240 398 342 272 399 389 297 414 344 195 204 312 
## 
## Markers not placed on the map: 306 418 9 12 274 411 264 412 83 343 351 246 213 
## 
## 
## Calculating LOD-Scores
## 306 --> MgSTS508  : .................................
## 418 --> MgSTS440  : .................................
##   9 --> AA311     : .................................
##  12 --> AA270     : .................................
## 274 --> MgSTS120  : .................................
## 411 --> MgSTS459  : .................................
## 264 --> MgSTS21   : .................................
## 412 --> MgSTS220  : .................................
##  83 --> CA283     : .................................
## 343 --> MgSTS453  : .................................
## 351 --> MgSTS430  : .................................
## 246 --> CC126     : .................................
## 213 --> BC125     : .................................
## 
## 
## Placing remaining marker(s) at most likely position
## 412 --> MgSTS220  : .................................
## 274 --> MgSTS120  : ..................................
## 264 --> MgSTS21   : ...................................
## 418 --> MgSTS440  : ....................................
## 351 --> MgSTS430  : .....................................
## 246 --> CC126     : ......................................
## 213 --> BC125     : .......................................
##   9 --> AA311     : ........................................
## 343 --> MgSTS453  : .........................................
## 306 --> MgSTS508  : ..........................................
##  12 --> AA270     : ...........................................
## 411 --> MgSTS459  : ............................................
##  83 --> CA283     : .............................................
## 
## Estimating final genetic map using tol = 10E-5.
LG6_f2_ord_rm
## 
## Best sequence found.
## Printing map:
## 
## Markers                Position           
## 
## 224 CC457                  0.00           
## 309 MgSTS529               8.13           
## 267 MgSTS25               26.08           
## 402 MgSTS542A             32.95           
## 401 MgSTS545              44.31           
## 354 MgSTS314              46.39           
## 139 BD179                 50.82           
##  11 AA277                 57.84           
##  51 BA117                 59.79           
##  20 AA158                 70.12           
## 273 MgSTS105              77.61           
## 280 MgSTS58               92.21           
## 417 MgSTS431              94.30           
## 292 MgSTS229              96.29           
## 143 BD169                110.12           
## 254 CC171C               114.46           
## 230 CC381                122.01           
##  99 CA152C               125.77           
## 186 AAT300               129.89           
## 268 MgSTS22              132.50           
## 240 CC262                138.46           
## 398 MgSTS504A            143.13           
## 342 MgSTS426             152.39           
## 272 MgSTS28              154.61           
## 399 MgSTS504B            156.04           
## 389 MgSTS606             162.02           
## 297 MgSTS323             163.57           
## 414 MgSTS467             164.75           
## 344 MgSTS456             169.79           
## 195 BC392                174.44           
## 204 BC243                184.35           
## 312 MgSTS480             219.08           
## 
##  32 markers            log-likelihood: -3282.637 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------------------------------------------------- 
## |     | 306 | 418 |   9 |  12 | 274 | 411 | 264 | 412 |  83 | 343 | 351 | 246 | 213 |
## |-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----| 
## |     |     |     | *** |     |     |     |     |     |     |     |     |     |     |
## | 224 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     | **  |     |     |     |     |     |     |     |     |     |     |     |     |
## | 309 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     | *** | *** | *   |     |     |     |     |     |     |     |     |     |     |
## | 267 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 402 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 401 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 354 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     | *** | **  |     |     |     |     |     |     |     |
## | 139 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     | *** |     |     |     |     |     |     |     |
## |  11 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |  51 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |  20 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     | **  |     |     |     |     |     |     |     |     |     |
## | 273 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     | *** |     |     | *** |     |     |     |     |     |     |
## | 280 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 417 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 292 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     | *** |     |     |     |     |     |
## | 143 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 254 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 230 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |  99 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 186 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 268 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     | *** |     |     |     |     |
## | 240 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     | **  |     |     |     |     |
## | 398 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     | *** |     |
## | 342 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 272 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     | *** |     |     |     |
## | 399 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     | **  |     |     |     |
## | 389 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 297 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 414 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     | *** |     |     |
## | 344 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 195 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 204 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 312 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     | *** |
## ------------------------------------------------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_6rm <- make_seq(LG6_f2_ord_rm, "force"))
## 
## Printing map:
## 
## Markers                Position           
## 
## 224 CC457                  0.00           
## 306 MgSTS508               7.93           
## 309 MgSTS529               9.13           
##   9 AA311                 17.03           
## 418 MgSTS440              24.56           
## 267 MgSTS25               34.84           
## 402 MgSTS542A             41.57           
## 401 MgSTS545              52.90           
## 354 MgSTS314              54.93           
## 274 MgSTS120              58.01           
## 139 BD179                 60.18           
## 411 MgSTS459              63.84           
##  11 AA277                 71.53           
##  51 BA117                 73.92           
##  20 AA158                 83.91           
##  12 AA270                 92.01           
## 273 MgSTS105              98.24           
## 264 MgSTS21              100.32           
## 280 MgSTS58              113.87           
## 417 MgSTS431             115.97           
## 292 MgSTS229             117.89           
## 412 MgSTS220             125.89           
## 143 BD169                132.80           
## 254 CC171C               137.32           
## 230 CC381                144.95           
##  99 CA152C               148.76           
## 186 AAT300               152.88           
## 268 MgSTS22              155.49           
##  83 CA283                162.74           
## 240 CC262                163.00           
## 398 MgSTS504A            168.78           
## 246 CC126                176.65           
## 342 MgSTS426             187.50           
## 272 MgSTS28              189.80           
## 343 MgSTS453             191.17           
## 399 MgSTS504B            191.55           
## 389 MgSTS606             197.43           
## 297 MgSTS323             198.83           
## 414 MgSTS467             200.38           
## 351 MgSTS430             200.68           
## 344 MgSTS456             205.98           
## 195 BC392                210.59           
## 204 BC243                220.50           
## 312 MgSTS480             254.80           
## 213 BC125                300.01           
## 
##  45 markers            log-likelihood: -4203.523
GL6<-Ligação_grupo_6rm
HGL6<-rf_graph_table(Ligação_grupo_6rm, axis.cex=.6, inter=FALSE)

#ORDERING MARKERS THE NEXT LINKAGE GROUP

set_map_fun(type = "kosambi")
LG7_f2 <- make_seq(LGs_f2, 7)
LG7_f2
## 
## Number of markers: 32
## Markers in the sequence:
## AA246 BA372 BA314 BA158 BB167 CA305 CA210 CA122 CB272 BD189C AAT217 AAT39 
## AAT211 AAT296 CYCB AAT242 CC450 CC359 CC338C MgSTS59 MgSTS69 MgSTS31 
## MgSTS76 MgSTS330 MgSTS381 MgSTS571 MgSTS590 MgSTS537 MgSTS538 MgSTS563 
## MgSTS504C MgSTS621
## 
## Parameters not estimated.
LG7_rcd_f2 <- rcd(LG7_f2)
## 
## order obtained using RCD algorithm:
## 
##  46 68 324 14 253 409 233 166 36 151 352 374 103 327 318 368 400 363 110 180 173 172 225 80 303 187 378 316 373 94 34 188 
## 
## calculating multipoint map using tol =  1e-04 .
LG7_f2_ord <- order_seq(input.seq = LG7_rcd_f2, n.init = 5,
                        subset.search = "twopt",
                        twopt.alg = "rcd", THRES = 3)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  46 68 324 14 253 409 233 166 36 151 352 374 103 327 318 368 400 363 110 180 173 172 225 80 303 187 378 316 373 94 34 188 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
## 
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## 
## 
## 
## Running try algorithm
## 172 --> AAT39     : ......
## 378 --> MgSTS563  : .......
## 400 --> MgSTS504C : ........
## 173 --> AAT211    : .........
## 409 --> MgSTS621  : ..........
## 151 --> BD189C    : ...........
## 374 --> MgSTS538  : ............
## 373 --> MgSTS537  : .............
## 166 --> AAT217    : ..............
## 363 --> MgSTS571  : ..............
## 187 --> CYCB      : ...............
## 316 --> MgSTS69   : ................
## 253 --> CC338C    : ................
## 318 --> MgSTS31   : .................
## 180 --> AAT296    : ..................
## 352 --> MgSTS381  : ...................
## 303 --> MgSTS59   : ....................
## 327 --> MgSTS330  : ....................
## 324 --> MgSTS76   : ....................
## 110 --> CB272     : .....................
## 103 --> CA122     : ......................
##  94 --> CA210     : .......................
##  14 --> AA246     : .......................
## 233 --> CC359     : .......................
##  68 --> BB167     : ........................
##  34 --> BA372     : ........................
## 225 --> CC450     : .........................
## 
## LOD threshold = 3 
## 
## Positioned markers: 46 324 409 233 253 374 352 318 103 151 36 110 363 400 368 180 173 172 80 187 188 378 373 34 
## 
## Markers not placed on the map: 68 14 166 327 225 303 316 94 
## 
## 
## Calculating LOD-Scores
##  68 --> BB167     : .........................
##  14 --> AA246     : .........................
## 166 --> AAT217    : .........................
## 327 --> MgSTS330  : .........................
## 225 --> CC450     : .........................
## 303 --> MgSTS59   : .........................
## 316 --> MgSTS69   : .........................
##  94 --> CA210     : .........................
## 
## 
## Placing remaining marker(s) at most likely position
## 166 --> AAT217    : .........................
##  94 --> CA210     : ..........................
## 303 --> MgSTS59   : ...........................
##  14 --> AA246     : ............................
##  68 --> BB167     : .............................
## 225 --> CC450     : ..............................
## 327 --> MgSTS330  : ...............................
## 316 --> MgSTS69   : ................................
## 
## Estimating final genetic map using tol = 10E-5.
LG7_f2_ord
## 
## Best sequence found.
## Printing map:
## 
## Markers                Position           
## 
##  46 BA158                  0.00           
## 324 MgSTS76               18.74           
## 409 MgSTS621              35.42           
## 233 CC359                 38.88           
## 253 CC338C                51.79           
## 374 MgSTS538              63.07           
## 352 MgSTS381              72.44           
## 318 MgSTS31               80.50           
## 103 CA122                 84.27           
## 151 BD189C                95.75           
##  36 BA314                107.39           
## 110 CB272                119.62           
## 363 MgSTS571             125.21           
## 400 MgSTS504C            127.62           
## 368 MgSTS590             129.86           
## 180 AAT296               150.60           
## 173 AAT211               158.29           
## 172 AAT39                161.70           
##  80 CA305                172.35           
## 187 CYCB                 179.72           
## 188 AAT242               187.95           
## 378 MgSTS563             205.07           
## 373 MgSTS537             220.62           
##  34 BA372                230.16           
## 
##  24 markers            log-likelihood: -3214.938 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------------------- 
## |     |  68 |  14 | 166 | 327 | 225 | 303 | 316 |  94 |
## |-----|-----|-----|-----|-----|-----|-----|-----|-----| 
## |     |     |     |     |     |     |     |     |     |
## |  46 |     |     |     |     |     |     |     |     | 
## |     | *** | *** |     |     |     |     |     |     |
## | 324 |     |     |     |     |     |     |     |     | 
## |     | *   | *   |     |     |     |     |     |     |
## | 409 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## | 233 |     |     |     |     |     |     |     |     | 
## |     |     |     | *** |     |     |     |     |     |
## | 253 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## | 374 |     |     |     |     |     |     |     |     | 
## |     |     |     |     | *** |     |     |     |     |
## | 352 |     |     |     |     |     |     |     |     | 
## |     |     |     |     | **  |     |     |     |     |
## | 318 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## | 103 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## | 151 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## |  36 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## | 110 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## | 363 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## | 400 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## | 368 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## | 180 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## | 173 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## | 172 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     | *** | *   |     |     |
## |  80 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     | **  | *** |     |     |
## | 187 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## | 188 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     | **  |     |
## | 378 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     | *** | *   |
## | 373 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     | *** |
## |  34 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## ------------------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_7 <- make_seq(LG7_f2_ord, "force"))
## 
## Printing map:
## 
## Markers                Position           
## 
##  46 BA158                  0.00           
##  68 BB167                 18.12           
##  14 AA246                 20.48           
## 324 MgSTS76               24.56           
## 409 MgSTS621              39.53           
## 233 CC359                 43.69           
## 166 AAT217                51.68           
## 253 CC338C                64.15           
## 374 MgSTS538              75.08           
## 327 MgSTS330              79.93           
## 352 MgSTS381              84.01           
## 318 MgSTS31               91.18           
## 103 CA122                 94.99           
## 151 BD189C               106.47           
##  36 BA314                118.11           
## 110 CB272                130.34           
## 363 MgSTS571             135.93           
## 400 MgSTS504C            138.35           
## 368 MgSTS590             140.58           
## 180 AAT296               161.35           
## 173 AAT211               169.06           
## 172 AAT39                172.44           
## 225 CC450                182.89           
##  80 CA305                188.58           
## 303 MgSTS59              192.41           
## 187 CYCB                 199.60           
## 188 AAT242               207.54           
## 378 MgSTS563             224.50           
## 316 MgSTS69              225.15           
## 373 MgSTS537             240.87           
##  94 CA210                245.40           
##  34 BA372                252.01           
## 
##  32 markers            log-likelihood: -3762.724
#ripple_seq(Ligação_grupo_2, ws = 5, LOD = 6)
HGL8<-rf_graph_table(Ligação_grupo_7, axis.cex=.6, inter=FALSE)

GL8<-Ligação_grupo_7

ORDERING MARKERS THE NEXT LINKAGE GROUP

set_map_fun(type = "kosambi")
LG8_f2 <- make_seq(LGs_f2, 8)
LG8_f2
## 
## Number of markers: 26
## Markers in the sequence:
## AA167 AA95 BA445 BA400 BA311 BB218 BB176 CA261 CA217 CA196 CA167 CB115 
## BA396C AAT222 BC108 BC83 CC540 CC402 LFY MgSTS468 MgSTS638 MgSTS536 
## MgSTS558 MgSTS611 MgSTS600 MgSTS470
## 
## Parameters not estimated.
LG8_rcd_f2 <- rcd(LG8_f2)
## 
## order obtained using RCD algorithm:
## 
##  227 174 375 215 27 222 87 29 17 67 122 96 23 37 384 257 367 160 59 214 387 415 381 311 98 93 
## 
## calculating multipoint map using tol =  1e-04 .
LG8_f2_ord <- order_seq(input.seq = LG8_rcd_f2, n.init = 5,
                        subset.search = "twopt",
                        twopt.alg = "rcd", THRES = 3)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  227 174 375 215 27 222 87 29 17 67 122 96 23 37 384 257 367 160 59 214 387 415 381 311 98 93 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
## 
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## 
## 
## 
## Running try algorithm
## 381 --> MgSTS558  : ......
## 174 --> AAT222    : ......
## 384 --> MgSTS611  : ......
## 387 --> MgSTS600  : .......
## 160 --> BA396C    : ........
## 375 --> MgSTS536  : .........
## 415 --> MgSTS470  : ..........
## 311 --> MgSTS468  : ...........
## 257 --> LFY       : ............
## 367 --> MgSTS638  : .............
##  67 --> BB176     : ..............
## 122 --> CB115     : ...............
##  96 --> CA196     : ................
##  98 --> CA167     : ................
##  23 --> AA95      : ................
##  27 --> BA445     : .................
##  29 --> BA400     : .................
## 215 --> BC83      : .................
##  59 --> BB218     : .................
##  17 --> AA167     : ..................
## 222 --> CC540     : ..................
## 
## LOD threshold = 3 
## 
## Positioned markers: 227 122 67 375 23 37 384 257 87 367 160 214 59 387 415 311 93 
## 
## Markers not placed on the map: 174 215 27 222 29 17 96 381 98 
## 
## 
## Calculating LOD-Scores
## 174 --> AAT222    : ..................
## 215 --> BC83      : ..................
##  27 --> BA445     : ..................
## 222 --> CC540     : ..................
##  29 --> BA400     : ..................
##  17 --> AA167     : ..................
##  96 --> CA196     : ..................
## 381 --> MgSTS558  : ..................
##  98 --> CA167     : ..................
## 
## 
## Placing remaining marker(s) at most likely position
## 381 --> MgSTS558  : ..................
## 174 --> AAT222    : ...................
##  96 --> CA196     : ....................
## 222 --> CC540     : .....................
## 215 --> BC83      : ......................
##  27 --> BA445     : .......................
##  29 --> BA400     : ........................
##  17 --> AA167     : .........................
##  98 --> CA167     : ..........................
## 
## Estimating final genetic map using tol = 10E-5.
LG8_f2_ord
## 
## Best sequence found.
## Printing map:
## 
## Markers               Position           
## 
## 227 CC402                 0.00           
## 122 CB115                10.93           
##  67 BB176                17.01           
## 375 MgSTS536             37.09           
##  23 AA95                 56.52           
##  37 BA311                62.95           
## 384 MgSTS611             67.90           
## 257 LFY                  72.73           
##  87 CA261                80.48           
## 367 MgSTS638             93.53           
## 160 BA396C              108.82           
## 214 BC108               118.76           
##  59 BB218               122.39           
## 387 MgSTS600            129.08           
## 415 MgSTS470            130.26           
## 311 MgSTS468            134.66           
##  93 CA217               141.12           
## 
##  17 markers            log-likelihood: -1940.694 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------------------------- 
## |     | 174 | 215 |  27 | 222 |  29 |  17 |  96 | 381 |  98 |
## |-----|-----|-----|-----|-----|-----|-----|-----|-----|-----| 
## |     |     |     | *** |     |     |     |     |     |     |
## | 227 |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     | **  |     | *   |     |     |
## | 122 |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     | **  | *   |     |     |     |
## |  67 |     |     |     |     |     |     |     |     |     | 
## |     | *** | **  | **  |     | *** | *** | *** |     |     |
## | 375 |     |     |     |     |     |     |     |     |     | 
## |     |     | *** |     | *   |     | **  |     |     |     |
## |  23 |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |
## |  37 |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |
## | 384 |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |
## | 257 |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |
## |  87 |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     | *** |     | **  |     |     |     |
## | 367 |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |
## | 160 |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |
## | 214 |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |
## |  59 |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |
## | 387 |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |
## | 415 |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |
## | 311 |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     | *** | *** |
## |  93 |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     | **  |
## ------------------------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_8 <- make_seq(LG8_f2_ord, "force"))
## 
## Printing map:
## 
## Markers               Position           
## 
##  27 BA445                 0.00           
## 227 CC402                20.42           
## 122 CB115                30.50           
##  67 BB176                36.60           
##  29 BA400                42.83           
##  96 CA196                49.42           
## 215 BC83                 66.85           
## 174 AAT222               81.06           
## 375 MgSTS536             93.91           
##  23 AA95                113.29           
##  37 BA311               119.84           
## 384 MgSTS611            124.88           
## 257 LFY                 129.72           
##  87 CA261               138.37           
##  17 AA167               146.37           
## 222 CC540               153.81           
## 367 MgSTS638            170.93           
## 160 BA396C              186.26           
## 214 BC108               196.22           
##  59 BB218               199.87           
## 387 MgSTS600            206.58           
## 415 MgSTS470            207.81           
## 311 MgSTS468            212.01           
## 381 MgSTS558            213.65           
##  93 CA217               217.37           
##  98 CA167               218.82           
## 
##  26 markers            log-likelihood: -2759.219
#ripple_seq(Ligação_grupo_2, ws = 5, LOD = 6)
rf_graph_table(Ligação_grupo_8, axis.cex=.6, inter=FALSE)

LG8seq_f2_rm <- drop_marker(Ligação_grupo_8, c(215, 17, 29,122, 227,67))
LG8_rcd_f2_rm <- rcd(LG8seq_f2_rm)
## 
## order obtained using RCD algorithm:
## 
##  27 174 375 96 222 87 23 37 384 257 367 160 214 59 387 415 311 381 93 98 
## 
## calculating multipoint map using tol =  1e-04 .
LG8_f2_ord_rm <- order_seq(input.seq = LG8_rcd_f2_rm, n.init = 5,
                           subset.search = "twopt",
                           twopt.alg = "rcd", THRES = 3)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  27 174 375 96 222 87 23 37 384 257 367 160 214 59 387 415 311 381 93 98 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
## 
  |                                                                       
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## 
## 
## 
## Running try algorithm
## 381 --> MgSTS558  : ......
## 174 --> AAT222    : .......
## 384 --> MgSTS611  : .......
## 160 --> BA396C    : .......
## 375 --> MgSTS536  : ........
## 415 --> MgSTS470  : .........
## 311 --> MgSTS468  : ..........
## 367 --> MgSTS638  : ..........
##  96 --> CA196     : ...........
##  23 --> AA95      : ............
##  37 --> BA311     : ............
##  59 --> BB218     : .............
##  93 --> CA217     : ..............
## 214 --> BC108     : ..............
## 222 --> CC540     : ...............
## 
## LOD threshold = 3 
## 
## Positioned markers: 27 375 96 222 87 37 257 367 160 214 59 387 415 381 98 
## 
## Markers not placed on the map: 174 23 384 311 93 
## 
## 
## Calculating LOD-Scores
## 174 --> AAT222    : ................
##  23 --> AA95      : ................
## 384 --> MgSTS611  : ................
## 311 --> MgSTS468  : ................
##  93 --> CA217     : ................
## 
## 
## Placing remaining marker(s) at most likely position
##  23 --> AA95      : ................
## 384 --> MgSTS611  : .................
## 174 --> AAT222    : ..................
## 311 --> MgSTS468  : ...................
##  93 --> CA217     : ....................
## 
## Estimating final genetic map using tol = 10E-5.
LG8_f2_ord_rm
## 
## Best sequence found.
## Printing map:
## 
## Markers               Position           
## 
##  27 BA445                 0.00           
## 375 MgSTS536             23.02           
##  96 CA196                39.55           
## 222 CC540                47.01           
##  87 CA261                56.68           
##  37 BA311                64.41           
## 257 LFY                  71.87           
## 367 MgSTS638             79.49           
## 160 BA396C               95.20           
## 214 BC108               105.28           
##  59 BB218               108.96           
## 387 MgSTS600            115.71           
## 415 MgSTS470            116.97           
## 381 MgSTS558            121.21           
##  98 CA167               126.59           
## 
##  15 markers            log-likelihood: -1787.972 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------- 
## |     | 174 |  23 | 384 | 311 |  93 |
## |-----|-----|-----|-----|-----|-----| 
## |     |     |     |     |     |     |
## |  27 |     |     |     |     |     | 
## |     | *** |     |     |     |     |
## | 375 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## |  96 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 222 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## |  87 |     |     |     |     |     | 
## |     |     | *** |     |     |     |
## |  37 |     |     |     |     |     | 
## |     |     |     | *** |     |     |
## | 257 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 367 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 160 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 214 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## |  59 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 387 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 415 |     |     |     |     |     | 
## |     |     |     |     | *   |     |
## | 381 |     |     |     |     |     | 
## |     |     |     |     | *** | *** |
## |  98 |     |     |     |     |     | 
## |     |     |     |     |     | **  |
## ------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_8rm <- make_seq(LG8_f2_ord_rm, "force"))
## 
## Printing map:
## 
## Markers               Position           
## 
##  27 BA445                 0.00           
## 174 AAT222               23.66           
## 375 MgSTS536             36.54           
##  96 CA196                53.44           
## 222 CC540                59.59           
##  87 CA261                68.49           
##  23 AA95                 71.98           
##  37 BA311                78.28           
## 384 MgSTS611             83.01           
## 257 LFY                  88.28           
## 367 MgSTS638             96.08           
## 160 BA396C              112.03           
## 214 BC108               122.01           
##  59 BB218               125.66           
## 387 MgSTS600            132.38           
## 415 MgSTS470            133.63           
## 381 MgSTS558            137.85           
## 311 MgSTS468            139.38           
##  98 CA167               144.62           
##  93 CA217               145.06           
## 
##  20 markers            log-likelihood: -2203.66
HGL9<-rf_graph_table(Ligação_grupo_8rm, axis.cex=.6, inter=FALSE)

GL9<-Ligação_grupo_8rm

ORDERING MARKERS THE NEXT LINKAGE GROUP

set_map_fun(type = "kosambi")
LG9_f2 <- make_seq(LGs_f2, 9)
LG9_f2
## 
## Number of markers: 29
## Markers in the sequence:
## BA394 BA175 BB182 CA378 CA140 CB216 BD242 BD143 AA296C BA245C AAT233 
## AAT272 AAT308 AAT364 BC546 BC478 BC388 BC376 BC330 BC266 BC219 CC149 CC114 
## MgSTS36 MgSTS437 MgSTS113 MgSTS282B MgSTS548 MgSTS438
## 
## Parameters not estimated.
LG9_rcd_f2 <- rcd(LG9_f2)
## 
## order obtained using RCD algorithm:
## 
##  66 101 114 392 298 78 154 201 331 382 314 183 185 44 189 158 300 144 198 196 136 203 248 30 176 194 205 242 182 
## 
## calculating multipoint map using tol =  1e-04 .
LG9_f2_ord <- order_seq(input.seq = LG9_rcd_f2, n.init = 5,
                        subset.search = "twopt",
                        twopt.alg = "rcd", THRES = 3)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  66 101 114 392 298 78 154 201 331 382 314 183 185 44 189 158 300 144 198 196 136 203 248 30 176 194 205 242 182 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
## 
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## 
## 
## 
## Running try algorithm
## 154 --> AA296C    : ......
## 158 --> BA245C    : .......
## 300 --> MgSTS437  : .......
## 392 --> MgSTS438  : ........
## 298 --> MgSTS36   : .........
## 183 --> AAT308    : .........
## 331 --> MgSTS282B : ..........
## 185 --> AAT364    : ...........
## 314 --> MgSTS113  : ............
## 382 --> MgSTS548  : ............
## 176 --> AAT233    : .............
## 101 --> CA140     : ..............
##  78 --> CA378     : ..............
## 144 --> BD143     : ..............
## 136 --> BD242     : ..............
## 198 --> BC376     : ...............
## 196 --> BC388     : ................
## 194 --> BC478     : ................
## 205 --> BC219     : ................
## 248 --> CC114     : ................
## 242 --> CC149     : ................
## 114 --> CB216     : ................
##  44 --> BA175     : .................
##  30 --> BA394     : .................
## 
## LOD threshold = 3 
## 
## Positioned markers: 66 114 392 154 201 176 203 300 198 189 136 183 185 382 331 182 
## 
## Markers not placed on the map: 101 298 78 314 44 158 144 196 248 30 194 205 242 
## 
## 
## Calculating LOD-Scores
## 101 --> CA140     : .................
## 298 --> MgSTS36   : .................
##  78 --> CA378     : .................
## 314 --> MgSTS113  : .................
##  44 --> BA175     : .................
## 158 --> BA245C    : .................
## 144 --> BD143     : .................
## 196 --> BC388     : .................
## 248 --> CC114     : .................
##  30 --> BA394     : .................
## 194 --> BC478     : .................
## 205 --> BC219     : .................
## 242 --> CC149     : .................
## 
## 
## Placing remaining marker(s) at most likely position
## 158 --> BA245C    : .................
## 196 --> BC388     : ..................
## 242 --> CC149     : ...................
## 314 --> MgSTS113  : ....................
## 194 --> BC478     : .....................
## 298 --> MgSTS36   : ......................
##  44 --> BA175     : .......................
## 248 --> CC114     : ........................
##  78 --> CA378     : .........................
## 205 --> BC219     : ..........................
## 144 --> BD143     : ...........................
## 101 --> CA140     : ............................
##  30 --> BA394     : .............................
## 
## Estimating final genetic map using tol = 10E-5.
LG9_f2_ord
## 
## Best sequence found.
## Printing map:
## 
## Markers                Position           
## 
##  66 BB182                  0.00           
## 114 CB216                 13.41           
## 392 MgSTS438              19.66           
## 154 AA296C                31.81           
## 201 BC330                 37.66           
## 176 AAT233               440.61           
## 203 BC266                468.06           
## 300 MgSTS437             487.22           
## 198 BC376                496.03           
## 189 BC546                503.19           
## 136 BD242                510.56           
## 183 AAT308               531.23           
## 185 AAT364               544.04           
## 382 MgSTS548             553.76           
## 331 MgSTS282B            560.77           
## 182 AAT272               594.26           
## 
##  16 markers            log-likelihood: -2377.183 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------------------------------------------------- 
## |     | 101 | 298 |  78 | 314 |  44 | 158 | 144 | 196 | 248 |  30 | 194 | 205 | 242 |
## |-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----| 
## |     | **  |     |     |     |     |     |     |     |     |     |     |     |     |
## |  66 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     | *** |     | **  |     |     |     |     |     |     |     |     |     |     |
## | 114 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     | *** | *** |     |     |     |     |     |     |     |     |     |     |
## | 392 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     | **  | **  |     |     |     |     |     |     |     |     |     |     |
## | 154 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 201 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     | *** | *** | *** | *   |
## | 176 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     | *** | **  |     |     |     |
## | 203 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     | *** |     | **  |     |     |     |     |
## | 300 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     | **  | *** | **  |     |     |     |     |     |     |
## | 198 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     | **  |     |     |     |     |     |     |     |     |
## | 189 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     | *** |     |     | *** |     |     |     |     |     |
## | 136 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     | *   |     |     |     |     |     |     |     |     |     |
## | 183 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     | *** |     |     |     |     |     |     |     |     |     |
## | 185 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 382 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 331 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 182 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     | **  | **  | *** |
## ------------------------------------------------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_9 <- make_seq(LG9_f2_ord, "force"))
## 
## Printing map:
## 
## Markers                Position           
## 
##  66 BB182                  0.00           
## 101 CA140                  3.40           
## 114 CB216                 13.60           
##  78 CA378                 16.31           
## 298 MgSTS36               21.54           
## 392 MgSTS438              22.16           
## 154 AA296C                34.44           
## 201 BC330                 40.15           
## 205 BC219                 84.55           
## 194 BC478                118.21           
## 176 AAT233               162.27           
##  30 BA394                198.91           
## 248 CC114                204.29           
## 203 BC266                212.22           
## 144 BD143                234.57           
## 300 MgSTS437             244.55           
## 158 BA245C               251.07           
##  44 BA175                255.72           
## 198 BC376                256.77           
## 189 BC546                263.51           
## 196 BC388                269.58           
## 136 BD242                277.93           
## 183 AAT308               296.74           
## 314 MgSTS113             301.44           
## 185 AAT364               313.17           
## 382 MgSTS548             322.59           
## 331 MgSTS282B            329.69           
## 182 AAT272               361.76           
## 242 CC149                396.70           
## 
##  29 markers            log-likelihood: -3520.665
#ripple_seq(Ligação_grupo_2, ws = 5, LOD = 6)
rf_graph_table(Ligação_grupo_9, axis.cex=.6, inter=FALSE)

LG9seq_f2_rm <- drop_marker(Ligação_grupo_9, c(176, 182, 242, 194, 205))
LG9_rcd_f2_rm <- rcd(LG9seq_f2_rm)
## 
## order obtained using RCD algorithm:
## 
##  66 101 114 392 298 78 154 201 331 382 314 183 185 44 189 158 300 144 198 196 136 203 248 30 
## 
## calculating multipoint map using tol =  1e-04 .
LG9_f2_ord_rm <- order_seq(input.seq = LG9_rcd_f2_rm, n.init = 5,
                           subset.search = "twopt",
                           twopt.alg = "rcd", THRES = 3)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  66 101 114 392 298 78 154 201 331 382 314 183 185 44 189 158 300 144 198 196 136 203 248 30 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
## 
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## 
## 
## 
## Running try algorithm
## 158 --> BA245C    : ......
## 300 --> MgSTS437  : ......
## 392 --> MgSTS438  : .......
## 298 --> MgSTS36   : ........
## 331 --> MgSTS282B : ........
## 185 --> AAT364    : .........
## 314 --> MgSTS113  : ..........
## 382 --> MgSTS548  : ..........
## 101 --> CA140     : ...........
##  78 --> CA378     : ...........
## 136 --> BD242     : ...........
## 189 --> BC546     : ............
## 198 --> BC376     : .............
## 196 --> BC388     : ..............
## 203 --> BC266     : ..............
## 248 --> CC114     : ...............
## 114 --> CB216     : ...............
##  44 --> BA175     : ................
## 201 --> BC330     : ................
## 
## LOD threshold = 3 
## 
## Positioned markers: 66 114 392 154 201 331 382 185 183 144 300 198 189 136 203 30 
## 
## Markers not placed on the map: 101 298 78 314 44 158 196 248 
## 
## 
## Calculating LOD-Scores
## 101 --> CA140     : .................
## 298 --> MgSTS36   : .................
##  78 --> CA378     : .................
## 314 --> MgSTS113  : .................
##  44 --> BA175     : .................
## 158 --> BA245C    : .................
## 196 --> BC388     : .................
## 248 --> CC114     : .................
## 
## 
## Placing remaining marker(s) at most likely position
## 158 --> BA245C    : .................
## 196 --> BC388     : ..................
## 248 --> CC114     : ...................
##  44 --> BA175     : ....................
## 314 --> MgSTS113  : .....................
## 298 --> MgSTS36   : ......................
##  78 --> CA378     : .......................
## 101 --> CA140     : ........................
## 
## Estimating final genetic map using tol = 10E-5.
LG9_f2_ord_rm
## 
## Best sequence found.
## Printing map:
## 
## Markers                Position           
## 
##  66 BB182                  0.00           
## 114 CB216                 13.41           
## 392 MgSTS438              19.66           
## 154 AA296C                31.81           
## 201 BC330                 37.75           
## 331 MgSTS282B             60.71           
## 382 MgSTS548              67.97           
## 185 AAT364                77.83           
## 183 AAT308                90.91           
## 144 BD143                110.56           
## 300 MgSTS437             120.71           
## 198 BC376                130.20           
## 189 BC546                137.63           
## 136 BD242                145.34           
## 203 BC266                169.54           
##  30 BA394                187.64           
## 
##  16 markers            log-likelihood: -2126.334 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------------------- 
## |     | 101 | 298 |  78 | 314 |  44 | 158 | 196 | 248 |
## |-----|-----|-----|-----|-----|-----|-----|-----|-----| 
## |     | **  |     |     |     |     |     |     |     |
## |  66 |     |     |     |     |     |     |     |     | 
## |     | *** |     | **  |     |     |     |     |     |
## | 114 |     |     |     |     |     |     |     |     | 
## |     |     | *** | *** |     |     |     |     |     |
## | 392 |     |     |     |     |     |     |     |     | 
## |     |     | **  | **  |     |     |     |     |     |
## | 154 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## | 201 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## | 331 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## | 382 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## | 185 |     |     |     |     |     |     |     |     | 
## |     |     |     |     | *** |     |     |     |     |
## | 183 |     |     |     |     |     |     |     |     | 
## |     |     |     |     | *   | *** |     |     |     |
## | 144 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     | *   |     |     |     |
## | 300 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     | *** |     |     |
## | 198 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## | 189 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## | 136 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     | *** |     |
## | 203 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     | *** |
## |  30 |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |
## ------------------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_9rm <- make_seq(LG9_f2_ord_rm, "force"))
## 
## Printing map:
## 
## Markers                Position           
## 
##  66 BB182                  0.00           
## 101 CA140                  3.41           
## 114 CB216                 13.61           
##  78 CA378                 16.32           
## 298 MgSTS36               21.55           
## 392 MgSTS438              22.16           
## 154 AA296C                34.44           
## 201 BC330                 40.47           
## 331 MgSTS282B             63.42           
## 382 MgSTS548              70.78           
## 185 AAT364                80.35           
## 314 MgSTS113              92.17           
## 183 AAT308                96.99           
## 144 BD143                115.89           
## 300 MgSTS437             125.98           
## 158 BA245C               132.48           
##  44 BA175                136.22           
## 198 BC376                139.07           
## 189 BC546                146.78           
## 136 BD242                154.84           
## 196 BC388                165.14           
## 203 BC266                184.85           
## 248 CC114                192.51           
##  30 BA394                205.11           
## 
##  24 markers            log-likelihood: -2670.875
HGL12<-rf_graph_table(Ligação_grupo_9rm, axis.cex=.6, inter=FALSE)

GL12<-Ligação_grupo_9rm

ORDERING MARKERS THE NEXT LINKAGE GROUP

set_map_fun(type = "kosambi")
LG10_f2 <- make_seq(LGs_f2, 10)
LG10_f2
## 
## Number of markers: 21
## Markers in the sequence:
## BA334 BA145 BB198 CA315 CB172 CB126 CB55 CB263C AAT240 BC199 CC150 MgSTS55 
## MgSTS45 MgSTS11 MgSTS68 MgSTS326 MgSTS419 MgSTS577 MgSTS104 MgSTS622 
## MgSTS599
## 
## Parameters not estimated.
LG10_rcd_f2 <- rcd(LG10_f2)
## 
## order obtained using RCD algorithm:
## 
##  117 35 390 284 285 407 416 123 79 164 281 121 170 410 207 63 383 304 330 48 241 
## 
## calculating multipoint map using tol =  1e-04 .
LG10_f2_ord <- order_seq(input.seq = LG10_rcd_f2, n.init = 5,
                        subset.search = "twopt",
                        twopt.alg = "rcd", THRES = 3)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  117 35 390 284 285 407 416 123 79 164 281 121 170 410 207 63 383 304 330 48 241 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
## 
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## 
## 
## 
## Running try algorithm
## 170 --> AAT240    : ......
## 164 --> CB263C    : .......
## 390 --> MgSTS577  : ........
## 284 --> MgSTS45   : .........
## 383 --> MgSTS419  : ..........
## 410 --> MgSTS622  : ..........
## 416 --> MgSTS599  : ...........
## 285 --> MgSTS11   : ............
## 304 --> MgSTS68   : .............
## 330 --> MgSTS326  : .............
## 123 --> CB55      : ..............
##  48 --> BA145     : ...............
## 207 --> BC199     : ................
## 121 --> CB126     : .................
##  79 --> CA315     : ..................
##  35 --> BA334     : ..................
## 
## LOD threshold = 3 
## 
## Positioned markers: 117 35 390 284 285 407 416 123 164 281 121 170 410 330 48 241 207 63 
## 
## Markers not placed on the map: 79 383 304 
## 
## 
## Calculating LOD-Scores
##  79 --> CA315     : ...................
## 383 --> MgSTS419  : ...................
## 304 --> MgSTS68   : ...................
## 
## 
## Placing remaining marker(s) at most likely position
## 304 --> MgSTS68   : ...................
##  79 --> CA315     : ....................
## 383 --> MgSTS419  : .....................
## 
## Estimating final genetic map using tol = 10E-5.
LG10_f2_ord
## 
## Best sequence found.
## Printing map:
## 
## Markers               Position           
## 
## 117 CB172                 0.00           
##  35 BA334                24.42           
## 390 MgSTS577             29.92           
## 284 MgSTS45              30.84           
## 285 MgSTS11              32.08           
## 407 MgSTS104             42.30           
## 416 MgSTS599             53.45           
## 123 CB55                 58.31           
## 164 CB263C               84.68           
## 281 MgSTS55              99.67           
## 121 CB126               114.91           
## 170 AAT240              120.68           
## 410 MgSTS622            129.22           
## 330 MgSTS326            140.18           
##  48 BA145               147.62           
## 241 CC150               160.64           
## 207 BC199               175.46           
##  63 BB198               186.05           
## 
##  18 markers            log-likelihood: -2211.618 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------- 
## |     |  79 | 383 | 304 |
## |-----|-----|-----|-----| 
## |     |     |     |     |
## | 117 |     |     |     | 
## |     |     |     |     |
## |  35 |     |     |     | 
## |     |     |     |     |
## | 390 |     |     |     | 
## |     |     |     |     |
## | 284 |     |     |     | 
## |     |     |     |     |
## | 285 |     |     |     | 
## |     |     |     |     |
## | 407 |     |     |     | 
## |     |     |     |     |
## | 416 |     |     |     | 
## |     |     |     |     |
## | 123 |     |     |     | 
## |     | *** |     |     |
## | 164 |     |     |     | 
## |     | *   |     |     |
## | 281 |     |     |     | 
## |     |     |     |     |
## | 121 |     |     |     | 
## |     |     |     |     |
## | 170 |     |     |     | 
## |     |     |     |     |
## | 410 |     |     |     | 
## |     |     |     |     |
## | 330 |     |     |     | 
## |     |     |     |     |
## |  48 |     |     |     | 
## |     |     |     |     |
## | 241 |     |     |     | 
## |     |     |     |     |
## | 207 |     |     |     | 
## |     |     | *** | *** |
## |  63 |     |     |     | 
## |     |     | **  |     |
## ------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_10 <- make_seq(LG10_f2_ord, "force"))
## 
## Printing map:
## 
## Markers               Position           
## 
## 117 CB172                 0.00           
##  35 BA334                24.42           
## 390 MgSTS577             29.92           
## 284 MgSTS45              30.84           
## 285 MgSTS11              32.08           
## 407 MgSTS104             42.29           
## 416 MgSTS599             53.40           
## 123 CB55                 58.35           
##  79 CA315                81.83           
## 164 CB263C               87.98           
## 281 MgSTS55             103.01           
## 121 CB126               118.28           
## 170 AAT240              124.06           
## 410 MgSTS622            132.60           
## 330 MgSTS326            143.61           
##  48 BA145               149.46           
## 241 CC150               159.60           
## 207 BC199               170.66           
## 304 MgSTS68             178.82           
## 383 MgSTS419            179.82           
##  63 BB198               188.68           
## 
##  21 markers            log-likelihood: -2461.676
#ripple_seq(Ligação_grupo_2, ws = 5, LOD = 6)
HGL13<-rf_graph_table(Ligação_grupo_10, axis.cex=.6, inter=FALSE)

GL13<-Ligação_grupo_10

ORDERING MARKERS THE NEXT LINKAGE GROUP

set_map_fun(type = c("kosambi"))
LG1_f2 <- make_seq(LGs_f2, 1)
LG1_f2
## 
## Number of markers: 82
## Too many markers  - not printing their names
## 
## Parameters not estimated.
LG1_rcd_f2 <- rcd(LG1_f2)
## 
## order obtained using RCD algorithm:
## 
##  167 1 226 8 33 169 163 132 243 220 16 328 47 41 49 258 97 28 190 177 325 307 379 261 353 85 394 335 346 60 134 105 350 362 385 262 334 279 275 361 21 260 377 308 216 236 370 396 266 259 100 199 337 288 286 287 339 380 147 43 69 128 251 320 355 406 265 31 26 219 250 278 270 404 338 277 263 127 249 283 290 276 
## 
## calculating multipoint map using tol =  1e-04 .
LG1_f2_ord <- order_seq(input.seq = LG1_rcd_f2, n.init = 5,
                         subset.search = "twopt",
                         twopt.alg = "rcd", THRES = 3)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  167 1 226 8 33 169 163 132 243 220 16 328 47 41 49 258 97 28 190 177 325 307 379 261 353 85 394 335 346 60 134 105 350 362 385 262 334 279 275 361 21 260 377 308 216 236 370 396 266 259 100 199 337 288 286 287 339 380 147 43 69 128 251 320 355 406 265 31 26 219 250 278 270 404 338 277 263 127 249 283 290 276 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
## 
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## 
## 
## 
## Running try algorithm
## 394 --> MgSTS494  : ......
## 396 --> MgSTS483  : .......
## 163 --> CA389C    : ........
## 385 --> MgSTS632  : ........
##  16 --> AA173C    : .........
## 370 --> MgSTS583  : .........
## 377 --> MgSTS631  : .........
## 279 --> MgSTS133  : ..........
## 169 --> AAT267    : ...........
## 177 --> AAT265    : ...........
## 277 --> MgSTS91   : ...........
## 380 --> MgSTS561  : ...........
## 270 --> MgSTS26   : ...........
## 278 --> MgSTS93   : ...........
## 263 --> MgSTS20   : ...........
## 406 --> MgSTS620  : ...........
## 379 --> MgSTS562  : ...........
## 262 --> MgSTS18   : ............
## 307 --> MgSTS527  : .............
## 288 --> MgSTS87   : ..............
## 283 --> MgSTS98   : ..............
## 266 --> MgSTS24   : ..............
## 265 --> MgSTS19   : ..............
## 308 --> MgSTS520  : ..............
## 337 --> MgSTS358  : ...............
## 335 --> MgSTS348  : ...............
## 220 --> BC194C    : ................
## 219 --> BC526C    : ................
## 338 --> MgSTS344  : ................
## 334 --> MgSTS350  : ................
## 404 --> MgSTS598  : .................
## 290 --> MgSTS212  : .................
## 320 --> MgSTS360  : .................
## 362 --> MgSTS578  : .................
## 355 --> MgSTS380  : ..................
## 350 --> MgSTS500  : ..................
## 287 --> aat356    : ...................
## 346 --> MgSTS491  : ...................
## 261 --> MgSTS16   : ...................
## 275 --> MgSTS29   : ....................
## 259 --> AP3       : .....................
## 286 --> CYCA      : .....................
## 353 --> MgSTS398  : .....................
## 361 --> MgSTS263  : .....................
## 339 --> MgSTS471  : .....................
## 258 --> AAT333    : .....................
## 328 --> MgSTS336  : .....................
##  69 --> BB124     : .....................
##  97 --> CA174     : .....................
## 100 --> CA150     : .....................
##   1 --> AA461     : ......................
##  49 --> BA129     : ......................
##  28 --> BA416     : ......................
##  43 --> BA196     : ......................
##  31 --> BA387     : ......................
##  26 --> BA449     : ......................
## 134 --> BD251     : ......................
## 147 --> BD100     : .......................
## 127 --> BD371     : .......................
## 216 --> BC80      : ........................
## 199 --> BC374     : ........................
## 226 --> CC447     : ........................
## 236 --> CC320     : ........................
## 251 --> CC53      : .........................
## 250 --> CC61      : .........................
##  60 --> BB216     : .........................
##  85 --> CA267     : .........................
## 105 --> CA75      : .........................
##   8 --> AA341     : ..........................
##  21 --> AA137     : ..........................
##  33 --> BA374     : ...........................
##  47 --> BA153     : ...........................
##  41 --> BA214     : ...........................
## 132 --> BD270     : ...........................
## 190 --> BC542     : ...........................
## 243 --> CC138     : ............................
## 249 --> CC93      : ............................
## 
## LOD threshold = 3 
## 
## Positioned markers: 167 128 100 236 396 308 377 260 21 275 127 279 334 262 385 362 350 105 134 276 335 394 261 379 307 325 190 
## 
## Markers not placed on the map: 1 226 8 33 169 163 132 243 220 16 328 47 41 49 258 97 28 177 353 85 346 60 361 216 370 266 259 199 337 288 286 287 339 380 147 43 69 251 320 355 406 265 31 26 219 250 278 270 404 338 277 263 249 283 290 
## 
## 
## Calculating LOD-Scores
##   1 --> AA461     : ............................
## 226 --> CC447     : ............................
##   8 --> AA341     : ............................
##  33 --> BA374     : ............................
## 169 --> AAT267    : ............................
## 163 --> CA389C    : ............................
## 132 --> BD270     : ............................
## 243 --> CC138     : ............................
## 220 --> BC194C    : ............................
##  16 --> AA173C    : ............................
## 328 --> MgSTS336  : ............................
##  47 --> BA153     : ............................
##  41 --> BA214     : ............................
##  49 --> BA129     : ............................
## 258 --> AAT333    : ............................
##  97 --> CA174     : ............................
##  28 --> BA416     : ............................
## 177 --> AAT265    : ............................
## 353 --> MgSTS398  : ............................
##  85 --> CA267     : ............................
## 346 --> MgSTS491  : ............................
##  60 --> BB216     : ............................
## 361 --> MgSTS263  : ............................
## 216 --> BC80      : ............................
## 370 --> MgSTS583  : ............................
## 266 --> MgSTS24   : ............................
## 259 --> AP3       : ............................
## 199 --> BC374     : ............................
## 337 --> MgSTS358  : ............................
## 288 --> MgSTS87   : ............................
## 286 --> CYCA      : ............................
## 287 --> aat356    : ............................
## 339 --> MgSTS471  : ............................
## 380 --> MgSTS561  : ............................
## 147 --> BD100     : ............................
##  43 --> BA196     : ............................
##  69 --> BB124     : ............................
## 251 --> CC53      : ............................
## 320 --> MgSTS360  : ............................
## 355 --> MgSTS380  : ............................
## 406 --> MgSTS620  : ............................
## 265 --> MgSTS19   : ............................
##  31 --> BA387     : ............................
##  26 --> BA449     : ............................
## 219 --> BC526C    : ............................
## 250 --> CC61      : ............................
## 278 --> MgSTS93   : ............................
## 270 --> MgSTS26   : ............................
## 404 --> MgSTS598  : ............................
## 338 --> MgSTS344  : ............................
## 277 --> MgSTS91   : ............................
## 263 --> MgSTS20   : ............................
## 249 --> CC93      : ............................
## 283 --> MgSTS98   : ............................
## 290 --> MgSTS212  : ............................
## 
## 
## Placing remaining marker(s) at most likely position
## 266 --> MgSTS24   : ............................
## 177 --> AAT265    : .............................
## 370 --> MgSTS583  : ..............................
## 216 --> BC80      : ...............................
## 169 --> AAT267    : ................................
## 355 --> MgSTS380  : .................................
## 250 --> CC61      : ..................................
## 288 --> MgSTS87   : ...................................
## 219 --> BC526C    : ....................................
## 270 --> MgSTS26   : .....................................
## 353 --> MgSTS398  : ......................................
## 380 --> MgSTS561  : .......................................
## 278 --> MgSTS93   : ........................................
##  26 --> BA449     : .........................................
## 404 --> MgSTS598  : ..........................................
## 346 --> MgSTS491  : ...........................................
## 199 --> BC374     : ............................................
##  31 --> BA387     : .............................................
## 338 --> MgSTS344  : ..............................................
## 259 --> AP3       : ...............................................
## 286 --> CYCA      : ................................................
## 163 --> CA389C    : .................................................
##  28 --> BA416     : ..................................................
## 263 --> MgSTS20   : ...................................................
## 361 --> MgSTS263  : ....................................................
## 265 --> MgSTS19   : .....................................................
## 132 --> BD270     : ......................................................
## 220 --> BC194C    : .......................................................
## 290 --> MgSTS212  : ........................................................
## 243 --> CC138     : .........................................................
## 283 --> MgSTS98   : ..........................................................
## 277 --> MgSTS91   : ...........................................................
## 258 --> AAT333    : ............................................................
## 287 --> aat356    : .............................................................
##  47 --> BA153     : ..............................................................
##  16 --> AA173C    : ...............................................................
##   8 --> AA341     : ................................................................
##  85 --> CA267     : .................................................................
## 339 --> MgSTS471  : ..................................................................
## 328 --> MgSTS336  : ...................................................................
##  60 --> BB216     : ....................................................................
##  97 --> CA174     : .....................................................................
##   1 --> AA461     : ......................................................................
## 406 --> MgSTS620  : .......................................................................
## 251 --> CC53      : ........................................................................
##  33 --> BA374     : .........................................................................
##  41 --> BA214     : ..........................................................................
## 147 --> BD100     : ...........................................................................
##  43 --> BA196     : ............................................................................
## 249 --> CC93      : .............................................................................
## 226 --> CC447     : ..............................................................................
##  49 --> BA129     : ...............................................................................
##  69 --> BB124     : ................................................................................
## 337 --> MgSTS358  : .................................................................................
## 320 --> MgSTS360  : ..................................................................................
## 
## Estimating final genetic map using tol = 10E-5.
LG1_f2_ord
## 
## Best sequence found.
## Printing map:
## 
## Markers               Position           
## 
## 167 AAT225                0.00           
## 128 BD340                65.75           
## 100 CA150               111.49           
## 236 CC320               121.51           
## 396 MgSTS483            130.51           
## 308 MgSTS520            160.49           
## 377 MgSTS631            166.19           
## 260 MgSTS17             171.68           
##  21 AA137               175.45           
## 275 MgSTS29             182.37           
## 127 BD371               188.49           
## 279 MgSTS133            194.56           
## 334 MgSTS350            202.23           
## 262 MgSTS18             214.63           
## 385 MgSTS632            220.00           
## 362 MgSTS578            227.95           
## 350 MgSTS500            231.82           
## 105 CA75                234.47           
## 134 BD251               244.43           
## 276 MgSTS38             278.37           
## 335 MgSTS348            315.88           
## 394 MgSTS494            336.61           
## 261 MgSTS16             352.02           
## 379 MgSTS562            359.59           
## 307 MgSTS527            363.89           
## 325 MgSTS341            369.27           
## 190 BC542               381.66           
## 
##  27 markers            log-likelihood: -3760.981 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 
## |     |   1 | 226 |   8 |  33 | 169 | 163 | 132 | 243 | 220 |  16 | 328 |  47 |  41 |  49 | 258 |  97 |  28 | 177 | 353 |  85 | 346 |  60 | 361 | 216 | 370 | 266 | 259 | 199 | 337 | 288 | 286 | 287 | 339 | 380 | 147 |  43 |  69 | 251 | 320 | 355 | 406 | 265 |  31 |  26 | 219 | 250 | 278 | 270 | 404 | 338 | 277 | 263 | 249 | 283 | 290 |
## |-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----| 
## |     | **  | **  | **  | **  |     | *   | *** | *** | *** | *** | *** | *** | **  | **  | *** | **  | *   |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *   | *   |     |     |     | *** | *** |
## | 167 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     | *** | *** | *** | *** | *** | *** | **  | **  | **  | **  | **  | **  | *** | *** | **  | *** | *** |     |     |     |     |     |     |     |     |     |     | *   | **  | *** | *** | *** | *** | *** | *** | **  | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** |     | **  | **  |
## | 128 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** | *** | *** |     | *   | **  | **  |     | **  | *** | **  | **  | **  |     | **  | *   | *   | *   |     |     | *   |     |     |     | **  | *   |     |     |     |
## | 100 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** |     |     | *   |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 236 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 396 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 308 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 377 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 260 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |  21 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *   |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 275 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** |     |     |
## | 127 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | **  |     |     |
## | 279 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 334 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 262 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 385 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 362 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 350 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 105 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | **  |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 134 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 276 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 335 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | **  | *   |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 394 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 261 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 379 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 307 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 325 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 190 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_1 <- make_seq(LG1_f2_ord, "force"))
## 
## Printing map:
## 
## Markers               Position           
## 
##   8 AA341                 0.00           
##  33 BA374                10.81           
## 167 AAT225               25.53           
##   1 AA461                49.12           
## 226 CC447                57.01           
## 258 AAT333               73.53           
##  97 CA174                81.98           
##  28 BA416                90.20           
## 163 CA389C              100.50           
##  49 BA129               108.00           
## 169 AAT267              119.66           
##  41 BA214               129.65           
## 132 BD270               141.59           
##  16 AA173C              157.32           
## 328 MgSTS336            165.15           
##  47 BA153               170.61           
## 243 CC138               180.74           
## 220 BC194C              193.44           
## 283 MgSTS98             214.14           
## 290 MgSTS212            219.88           
## 355 MgSTS380            622.83           
## 320 MgSTS360            629.77           
## 251 CC53                638.52           
## 128 BD340               643.47           
## 147 BD100               649.89           
## 288 MgSTS87             656.36           
## 287 aat356              658.26           
## 286 CYCA                658.26           
## 339 MgSTS471            659.55           
## 380 MgSTS561            661.42           
##  69 BB124               668.33           
##  43 BA196               668.33           
## 337 MgSTS358            682.95           
## 199 BC374               710.64           
## 406 MgSTS620            748.00           
## 265 MgSTS19             755.88           
##  31 BA387               765.05           
## 263 MgSTS20             777.09           
## 277 MgSTS91             780.36           
##  26 BA449               784.81           
## 219 BC526C              786.72           
## 250 CC61                790.70           
## 278 MgSTS93             797.12           
## 270 MgSTS26             798.30           
## 404 MgSTS598            802.68           
## 338 MgSTS344            805.09           
## 259 AP3                 888.23           
## 100 CA150               891.53           
## 216 BC80                899.71           
## 236 CC320               905.70           
## 370 MgSTS583            909.68           
## 266 MgSTS24             914.74           
## 396 MgSTS483            919.66           
## 308 MgSTS520            949.83           
## 377 MgSTS631            955.53           
## 260 MgSTS17             960.91           
##  21 AA137               964.70           
## 275 MgSTS29             971.81           
## 361 MgSTS263            974.32           
## 127 BD371               982.16           
## 249 CC93                982.16           
## 279 MgSTS133            990.56           
## 334 MgSTS350            998.23           
## 262 MgSTS18            1010.78           
## 385 MgSTS632           1016.18           
## 362 MgSTS578           1024.13           
## 350 MgSTS500           1028.07           
## 105 CA75               1030.57           
## 134 BD251              1041.73           
##  60 BB216              1048.37           
## 276 MgSTS38            1076.75           
## 346 MgSTS491           1108.02           
## 335 MgSTS348           1112.12           
##  85 CA267              1135.84           
## 394 MgSTS494           1143.97           
## 261 MgSTS16            1159.06           
## 353 MgSTS398           1162.43           
## 379 MgSTS562           1167.22           
## 307 MgSTS527           1171.46           
## 325 MgSTS341           1176.68           
## 177 AAT265             1185.52           
## 190 BC542              1201.30           
## 
##  82 markers            log-likelihood: -9401.224
#ripple_seq(Ligação_grupo_2, ws = 5, LOD = 6)
rf_graph_table(Ligação_grupo_1, axis.cex=.6, inter=FALSE)

Ligação_grupo_1
## 
## Printing map:
## 
## Markers               Position           
## 
##   8 AA341                 0.00           
##  33 BA374                10.81           
## 167 AAT225               25.53           
##   1 AA461                49.12           
## 226 CC447                57.01           
## 258 AAT333               73.53           
##  97 CA174                81.98           
##  28 BA416                90.20           
## 163 CA389C              100.50           
##  49 BA129               108.00           
## 169 AAT267              119.66           
##  41 BA214               129.65           
## 132 BD270               141.59           
##  16 AA173C              157.32           
## 328 MgSTS336            165.15           
##  47 BA153               170.61           
## 243 CC138               180.74           
## 220 BC194C              193.44           
## 283 MgSTS98             214.14           
## 290 MgSTS212            219.88           
## 355 MgSTS380            622.83           
## 320 MgSTS360            629.77           
## 251 CC53                638.52           
## 128 BD340               643.47           
## 147 BD100               649.89           
## 288 MgSTS87             656.36           
## 287 aat356              658.26           
## 286 CYCA                658.26           
## 339 MgSTS471            659.55           
## 380 MgSTS561            661.42           
##  69 BB124               668.33           
##  43 BA196               668.33           
## 337 MgSTS358            682.95           
## 199 BC374               710.64           
## 406 MgSTS620            748.00           
## 265 MgSTS19             755.88           
##  31 BA387               765.05           
## 263 MgSTS20             777.09           
## 277 MgSTS91             780.36           
##  26 BA449               784.81           
## 219 BC526C              786.72           
## 250 CC61                790.70           
## 278 MgSTS93             797.12           
## 270 MgSTS26             798.30           
## 404 MgSTS598            802.68           
## 338 MgSTS344            805.09           
## 259 AP3                 888.23           
## 100 CA150               891.53           
## 216 BC80                899.71           
## 236 CC320               905.70           
## 370 MgSTS583            909.68           
## 266 MgSTS24             914.74           
## 396 MgSTS483            919.66           
## 308 MgSTS520            949.83           
## 377 MgSTS631            955.53           
## 260 MgSTS17             960.91           
##  21 AA137               964.70           
## 275 MgSTS29             971.81           
## 361 MgSTS263            974.32           
## 127 BD371               982.16           
## 249 CC93                982.16           
## 279 MgSTS133            990.56           
## 334 MgSTS350            998.23           
## 262 MgSTS18            1010.78           
## 385 MgSTS632           1016.18           
## 362 MgSTS578           1024.13           
## 350 MgSTS500           1028.07           
## 105 CA75               1030.57           
## 134 BD251              1041.73           
##  60 BB216              1048.37           
## 276 MgSTS38            1076.75           
## 346 MgSTS491           1108.02           
## 335 MgSTS348           1112.12           
##  85 CA267              1135.84           
## 394 MgSTS494           1143.97           
## 261 MgSTS16            1159.06           
## 353 MgSTS398           1162.43           
## 379 MgSTS562           1167.22           
## 307 MgSTS527           1171.46           
## 325 MgSTS341           1176.68           
## 177 AAT265             1185.52           
## 190 BC542              1201.30           
## 
##  82 markers            log-likelihood: -9401.224

We are going to create subgroups of the group 1

set_map_fun(type = c("kosambi"))
GL1_inicial <- group(LG1_f2, LOD=6, max.rf=0.25)
##    Selecting markers: 
##    group    1 
##     ....................
##    group    2 
##     ...................................
##    group    3 
##     ..........................
GL1_inicial
##   This is an object of class 'group'
##   It was generated from the object "LG1_f2"
## 
##   Criteria used to assign markers to groups:
##     LOD = 6 , Maximum recombination fraction = 0.25 
## 
##   No. markers:            82 
##   No. groups:             3 
##   No. linked markers:     81 
##   No. unlinked markers:   1 
## 
##   Printing groups:
##   Group 1 : 20 markers
##     AA461 AA341 AA173C BA416 BA374 BA214 BA153 BA129 CA174 BD270 CA389C AAT225 AAT267 BC194C CC447 CC138 AAT333 MgSTS98 MgSTS212 MgSTS336 
## 
##   Group 2 : 35 markers
##     AA137 BB216 CA267 CA150 CA75 BD371 BD251 AAT265 BC542 BC80 CC320 CC93 AP3 MgSTS17 MgSTS16 MgSTS18 MgSTS24 MgSTS29 MgSTS133 MgSTS527 MgSTS520 MgSTS341 MgSTS350 MgSTS348 MgSTS491 MgSTS500 MgSTS398 MgSTS263 MgSTS578 MgSTS583 MgSTS631 MgSTS562 MgSTS632 MgSTS494 MgSTS483 
## 
##   Group 3 : 26 markers
##     BA449 BA387 BA196 BB124 BD340 BD100 BC374 BC526C CC61 CC53 MgSTS20 MgSTS19 MgSTS26 MgSTS91 MgSTS93 CYCA aat356 MgSTS87 MgSTS360 MgSTS358 MgSTS344 MgSTS471 MgSTS380 MgSTS561 MgSTS598 MgSTS620 
## 
##   Unlinked markers: 1  markers
##     MgSTS38
GL1_1<-make_seq(GL1_inicial, 1)

Ordering markers within subgroup 1 of the group 1

LG1_1_f2 <- rcd(GL1_1)
## 
## order obtained using RCD algorithm:
## 
##  167 8 33 1 226 258 28 97 163 49 41 47 328 16 220 243 132 169 283 290 
## 
## calculating multipoint map using tol =  1e-04 .
LG1_1_f2
## 
## Printing map:
## 
## Markers               Position           
## 
## 167 AAT225                0.00           
##   8 AA341                20.69           
##  33 BA374                30.89           
##   1 AA461                39.21           
## 226 CC447                47.31           
## 258 AAT333               64.30           
##  28 BA416                73.80           
##  97 CA174                81.83           
## 163 CA389C               91.32           
##  49 BA129               100.95           
##  41 BA214               106.12           
##  47 BA153               118.64           
## 328 MgSTS336            125.63           
##  16 AA173C              133.72           
## 220 BC194C              150.60           
## 243 CC138               166.72           
## 132 BD270               191.48           
## 169 AAT267              214.64           
## 283 MgSTS98             267.13           
## 290 MgSTS212            272.98           
## 
##  20 markers            log-likelihood: -2757.054
LG1_1_f2_ord <- order_seq(input.seq = LG1_1_f2, n.init = 5,
                              subset.search = "twopt",
                              twopt.alg = "rcd", THRES = 3,
                              draw.try = FALSE, wait = 1)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  167 8 33 1 226 258 28 97 163 49 41 47 328 16 220 243 132 169 283 290 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
## 
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## 
## 
## 
## Running try algorithm
## 163 --> CA389C    : ......
##  16 --> AA173C    : .......
## 169 --> AAT267    : ........
## 283 --> MgSTS98   : .........
## 328 --> MgSTS336  : ..........
##  97 --> CA174     : ...........
##   1 --> AA461     : ............
##  28 --> BA416     : .............
## 226 --> CC447     : ..............
##   8 --> AA341     : ..............
##  33 --> BA374     : ...............
##  41 --> BA214     : ................
##  47 --> BA153     : .................
## 132 --> BD270     : .................
## 243 --> CC138     : ..................
## 
## LOD threshold = 3 
## 
## Positioned markers: 8 33 167 1 28 258 97 163 49 169 41 132 16 328 243 220 283 290 
## 
## Markers not placed on the map: 226 47 
## 
## 
## Calculating LOD-Scores
## 226 --> CC447     : ...................
##  47 --> BA153     : ...................
## 
## 
## Placing remaining marker(s) at most likely position
## 226 --> CC447     : ...................
##  47 --> BA153     : ....................
## 
## Estimating final genetic map using tol = 10E-5.
LG1_1_f2_ord
## 
## Best sequence found.
## Printing map:
## 
## Markers               Position           
## 
##   8 AA341                 0.00           
##  33 BA374                10.81           
## 167 AAT225               25.49           
##   1 AA461                48.93           
##  28 BA416                62.52           
## 258 AAT333               70.72           
##  97 CA174                79.01           
## 163 CA389C               90.33           
##  49 BA129                97.87           
## 169 AAT267              109.53           
##  41 BA214               119.52           
## 132 BD270               131.47           
##  16 AA173C              147.20           
## 328 MgSTS336            155.96           
## 243 CC138               166.17           
## 220 BC194C              179.05           
## 283 MgSTS98             199.55           
## 290 MgSTS212            205.24           
## 
##  18 markers            log-likelihood: -2456.461 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------- 
## |     | 226 |  47 |
## |-----|-----|-----| 
## |     |     |     |
## |   8 |     |     | 
## |     |     |     |
## |  33 |     |     | 
## |     |     |     |
## | 167 |     |     | 
## |     | **  |     |
## |   1 |     |     | 
## |     | *** |     |
## |  28 |     |     | 
## |     |     |     |
## | 258 |     |     | 
## |     |     |     |
## |  97 |     |     | 
## |     |     |     |
## | 163 |     |     | 
## |     |     |     |
## |  49 |     |     | 
## |     |     |     |
## | 169 |     |     | 
## |     |     |     |
## |  41 |     |     | 
## |     |     |     |
## | 132 |     |     | 
## |     |     |     |
## |  16 |     |     | 
## |     |     | **  |
## | 328 |     |     | 
## |     |     | *** |
## | 243 |     |     | 
## |     |     |     |
## | 220 |     |     | 
## |     |     |     |
## | 283 |     |     | 
## |     |     |     |
## | 290 |     |     | 
## |     |     |     |
## ------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_1_1 <- make_seq(LG1_1_f2_ord, "force"))
## 
## Printing map:
## 
## Markers               Position           
## 
##   8 AA341                 0.00           
##  33 BA374                10.81           
## 167 AAT225               25.49           
##   1 AA461                48.96           
## 226 CC447                56.72           
##  28 BA416                69.73           
## 258 AAT333               77.78           
##  97 CA174                86.07           
## 163 CA389C               97.39           
##  49 BA129               104.93           
## 169 AAT267              116.59           
##  41 BA214               126.58           
## 132 BD270               138.52           
##  16 AA173C              154.26           
## 328 MgSTS336            162.08           
##  47 BA153               167.54           
## 243 CC138               177.67           
## 220 BC194C              190.37           
## 283 MgSTS98             211.07           
## 290 MgSTS212            216.81           
## 
##  20 markers            log-likelihood: -2588.519
#ripple_seq(Ligação_grupo_2, ws = 5, LOD = 6)
rf_graph_table(Ligação_grupo_1_1, axis.cex=.6, inter=FALSE)

Ligação_grupo_1_1
## 
## Printing map:
## 
## Markers               Position           
## 
##   8 AA341                 0.00           
##  33 BA374                10.81           
## 167 AAT225               25.49           
##   1 AA461                48.96           
## 226 CC447                56.72           
##  28 BA416                69.73           
## 258 AAT333               77.78           
##  97 CA174                86.07           
## 163 CA389C               97.39           
##  49 BA129               104.93           
## 169 AAT267              116.59           
##  41 BA214               126.58           
## 132 BD270               138.52           
##  16 AA173C              154.26           
## 328 MgSTS336            162.08           
##  47 BA153               167.54           
## 243 CC138               177.67           
## 220 BC194C              190.37           
## 283 MgSTS98             211.07           
## 290 MgSTS212            216.81           
## 
##  20 markers            log-likelihood: -2588.519
LG1_1_seq_f2_rm <- drop_marker(Ligação_grupo_1_1, c(226, 47))
LG1_1_rcd_f2_rm <- rcd(LG1_1_seq_f2_rm)
## 
## order obtained using RCD algorithm:
## 
##  167 8 33 1 258 28 97 163 49 41 169 16 328 220 243 132 283 290 
## 
## calculating multipoint map using tol =  1e-04 .
LG1_1_rcd_f2_rm
## 
## Printing map:
## 
## Markers               Position           
## 
## 167 AAT225                0.00           
##   8 AA341                20.37           
##  33 BA374                30.42           
##   1 AA461                39.98           
## 258 AAT333               60.44           
##  28 BA416                69.21           
##  97 CA174                77.33           
## 163 CA389C               86.90           
##  49 BA129                96.53           
##  41 BA214               101.04           
## 169 AAT267              112.39           
##  16 AA173C              131.76           
## 328 MgSTS336            140.10           
## 220 BC194C              153.56           
## 243 CC138               169.21           
## 132 BD270               190.78           
## 283 MgSTS98             226.33           
## 290 MgSTS212            232.22           
## 
##  18 markers            log-likelihood: -2548.701
LG1_1_f2_ord_rm <- order_seq(input.seq = LG1_1_rcd_f2_rm, n.init = 5,
                          subset.search = "twopt",
                          twopt.alg = "rcd", THRES = 3,
                          draw.try = FALSE, wait = 1)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  167 8 33 1 258 28 97 163 49 41 169 16 328 220 243 132 283 290 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
## 
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## 
## 
## 
## Running try algorithm
## 163 --> CA389C    : ......
##  16 --> AA173C    : .......
## 169 --> AAT267    : ........
## 283 --> MgSTS98   : .........
## 328 --> MgSTS336  : ..........
##  97 --> CA174     : ...........
##   1 --> AA461     : ............
##  28 --> BA416     : .............
##  49 --> BA129     : ..............
##   8 --> AA341     : ...............
##  33 --> BA374     : ................
## 132 --> BD270     : .................
## 243 --> CC138     : ..................
## 
## LOD threshold = 3 
## 
## Positioned markers: 8 33 167 1 28 258 97 163 49 169 41 132 16 328 243 220 283 290 
## 
## Markers not placed on the map:  
## 
## Estimating final genetic map using tol = 10E-5.
LG1_1_f2_ord_rm
## 
## Best sequence found.
## Printing map:
## 
## Markers               Position           
## 
##   8 AA341                 0.00           
##  33 BA374                10.81           
## 167 AAT225               25.49           
##   1 AA461                48.93           
##  28 BA416                62.52           
## 258 AAT333               70.72           
##  97 CA174                79.01           
## 163 CA389C               90.33           
##  49 BA129                97.87           
## 169 AAT267              109.53           
##  41 BA214               119.52           
## 132 BD270               131.47           
##  16 AA173C              147.20           
## 328 MgSTS336            155.96           
## 243 CC138               166.17           
## 220 BC194C              179.05           
## 283 MgSTS98             199.55           
## 290 MgSTS212            205.24           
## 
##  18 markers            log-likelihood: -2456.461
(Ligação_grupo_1_1rm <- make_seq(LG1_1_f2_ord_rm, "force"))
## 
## Printing map:
## 
## Markers               Position           
## 
##   8 AA341                 0.00           
##  33 BA374                10.81           
## 167 AAT225               25.49           
##   1 AA461                48.93           
##  28 BA416                62.52           
## 258 AAT333               70.72           
##  97 CA174                79.01           
## 163 CA389C               90.33           
##  49 BA129                97.87           
## 169 AAT267              109.53           
##  41 BA214               119.52           
## 132 BD270               131.47           
##  16 AA173C              147.20           
## 328 MgSTS336            155.96           
## 243 CC138               166.17           
## 220 BC194C              179.05           
## 283 MgSTS98             199.55           
## 290 MgSTS212            205.24           
## 
##  18 markers            log-likelihood: -2456.461
HGL1<-rf_graph_table(Ligação_grupo_1_1rm, axis.cex=.6, inter=FALSE)

GL1<-Ligação_grupo_1_1rm

The same step for subgroup 2 of the group 1

GL1_2<-make_seq(GL1_inicial, 2)
GL1_2
## 
## Number of markers: 35
## Markers in the sequence:
## AA137 BB216 CA267 CA150 CA75 BD371 BD251 AAT265 BC542 BC80 CC320 CC93 AP3 
## MgSTS17 MgSTS16 MgSTS18 MgSTS24 MgSTS29 MgSTS133 MgSTS527 MgSTS520 
## MgSTS341 MgSTS350 MgSTS348 MgSTS491 MgSTS500 MgSTS398 MgSTS263 MgSTS578 
## MgSTS583 MgSTS631 MgSTS562 MgSTS632 MgSTS494 MgSTS483
## 
## Parameters not estimated.
LG1_2_f2 <- rcd(GL1_2)
## 
## order obtained using RCD algorithm:
## 
##  216 100 259 396 266 236 370 308 377 21 260 127 249 275 361 279 334 262 385 362 350 105 134 60 346 335 394 85 353 261 379 307 325 177 190 
## 
## calculating multipoint map using tol =  1e-04 .
LG1_2_f2
## 
## Printing map:
## 
## Markers               Position           
## 
## 216 BC80                  0.00           
## 100 CA150                10.48           
## 259 AP3                  14.44           
## 396 MgSTS483             24.74           
## 266 MgSTS24              29.65           
## 236 CC320                34.75           
## 370 MgSTS583             38.65           
## 308 MgSTS520             63.04           
## 377 MgSTS631             68.84           
##  21 AA137                74.57           
## 260 MgSTS17              78.40           
## 127 BD371                91.57           
## 249 CC93                 91.84           
## 275 MgSTS29              99.38           
## 361 MgSTS263            102.07           
## 279 MgSTS133            106.70           
## 334 MgSTS350            114.64           
## 262 MgSTS18             127.19           
## 385 MgSTS632            132.56           
## 362 MgSTS578            140.51           
## 350 MgSTS500            144.50           
## 105 CA75                146.79           
## 134 BD251               161.07           
##  60 BB216               161.77           
## 346 MgSTS491            178.86           
## 335 MgSTS348            182.79           
## 394 MgSTS494            203.68           
##  85 CA267               210.85           
## 353 MgSTS398            224.14           
## 261 MgSTS16             227.32           
## 379 MgSTS562            234.67           
## 307 MgSTS527            238.93           
## 325 MgSTS341            244.15           
## 177 AAT265              252.98           
## 190 BC542               268.75           
## 
##  35 markers            log-likelihood: -3997.561
LG1_2_f2_ord <- order_seq(input.seq = LG1_2_f2, n.init = 5,
                          subset.search = "twopt",
                          twopt.alg = "rcd", THRES = 3,
                          draw.try = FALSE, wait = 1)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  216 100 259 396 266 236 370 308 377 21 260 127 249 275 361 279 334 262 385 362 350 105 134 60 346 335 394 85 353 261 379 307 325 177 190 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
## 
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## 
## 
## 
## Running try algorithm
## 394 --> MgSTS494  : ......
## 396 --> MgSTS483  : .......
## 385 --> MgSTS632  : .......
## 370 --> MgSTS583  : ........
## 377 --> MgSTS631  : ........
## 279 --> MgSTS133  : ........
## 177 --> AAT265    : .........
## 260 --> MgSTS17   : ..........
## 379 --> MgSTS562  : ...........
## 307 --> MgSTS527  : ............
## 266 --> MgSTS24   : .............
## 308 --> MgSTS520  : .............
## 334 --> MgSTS350  : ..............
## 362 --> MgSTS578  : ...............
## 350 --> MgSTS500  : ................
## 346 --> MgSTS491  : .................
## 261 --> MgSTS16   : .................
## 275 --> MgSTS29   : ..................
## 259 --> AP3       : ...................
## 353 --> MgSTS398  : ...................
## 361 --> MgSTS263  : ...................
## 325 --> MgSTS341  : ...................
## 100 --> CA150     : ....................
## 127 --> BD371     : ....................
## 134 --> BD251     : .....................
## 236 --> CC320     : ......................
##  60 --> BB216     : ......................
## 105 --> CA75      : ......................
##  85 --> CA267     : .......................
## 249 --> CC93      : .......................
## 
## LOD threshold = 3 
## 
## Positioned markers: 216 308 21 260 275 127 279 334 262 385 362 350 105 134 335 394 261 379 307 325 177 190 
## 
## Markers not placed on the map: 100 259 396 266 236 370 377 249 361 60 346 85 353 
## 
## 
## Calculating LOD-Scores
## 100 --> CA150     : .......................
## 259 --> AP3       : .......................
## 396 --> MgSTS483  : .......................
## 266 --> MgSTS24   : .......................
## 236 --> CC320     : .......................
## 370 --> MgSTS583  : .......................
## 377 --> MgSTS631  : .......................
## 249 --> CC93      : .......................
## 361 --> MgSTS263  : .......................
##  60 --> BB216     : .......................
## 346 --> MgSTS491  : .......................
##  85 --> CA267     : .......................
## 353 --> MgSTS398  : .......................
## 
## 
## Placing remaining marker(s) at most likely position
## 370 --> MgSTS583  : .......................
## 377 --> MgSTS631  : ........................
## 396 --> MgSTS483  : .........................
## 266 --> MgSTS24   : ..........................
## 236 --> CC320     : ...........................
## 353 --> MgSTS398  : ............................
## 361 --> MgSTS263  : .............................
## 346 --> MgSTS491  : ..............................
##  85 --> CA267     : ...............................
## 100 --> CA150     : ................................
## 249 --> CC93      : .................................
##  60 --> BB216     : ..................................
## 259 --> AP3       : ...................................
## 
## Estimating final genetic map using tol = 10E-5.
LG1_2_f2_ord
## 
## Best sequence found.
## Printing map:
## 
## Markers               Position           
## 
## 216 BC80                  0.00           
## 308 MgSTS520             35.19           
##  21 AA137                44.01           
## 260 MgSTS17              48.64           
## 275 MgSTS29              56.59           
## 127 BD371                62.45           
## 279 MgSTS133             68.27           
## 334 MgSTS350             75.92           
## 262 MgSTS18              88.33           
## 385 MgSTS632             93.70           
## 362 MgSTS578            101.64           
## 350 MgSTS500            105.57           
## 105 CA75                108.17           
## 134 BD251               118.31           
## 335 MgSTS348            134.42           
## 394 MgSTS494            154.93           
## 261 MgSTS16             170.27           
## 379 MgSTS562            177.80           
## 307 MgSTS527            182.06           
## 325 MgSTS341            187.28           
## 177 AAT265              196.10           
## 190 BC542               211.78           
## 
##  22 markers            log-likelihood: -2821.321 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------------------------------------------------- 
## |     | 100 | 259 | 396 | 266 | 236 | 370 | 377 | 249 | 361 |  60 | 346 |  85 | 353 |
## |-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----| 
## |     | *** | *** |     |     |     |     |     |     |     |     |     |     |     |
## | 216 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     | *   | **  | *** | *** | *** | *** |     |     |     |     |     |     |     |
## | 308 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     | *** |     |     |     |     |     |     |
## |  21 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 260 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 275 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     | *** | *** |     |     |     |     |
## | 127 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     | **  |     |     |     |     |     |
## | 279 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 334 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 262 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 385 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 362 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 350 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 105 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     | **  |     |     |     |
## | 134 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     | *** | *** |     |     |
## | 335 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     | *   | *   |     |
## | 394 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     | *** |     |
## | 261 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     | *** |
## | 379 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 307 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 325 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 177 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 190 |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## ------------------------------------------------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_1_2 <- make_seq(LG1_2_f2_ord, "force"))
## 
## Printing map:
## 
## Markers               Position           
## 
## 259 AP3                   0.00           
## 100 CA150                 3.12           
## 216 BC80                 10.80           
## 266 MgSTS24              15.17           
## 396 MgSTS483             20.12           
## 370 MgSTS583             27.92           
## 236 CC320                32.16           
## 308 MgSTS520             57.49           
## 377 MgSTS631             63.28           
##  21 AA137                68.99           
## 260 MgSTS17              72.76           
## 275 MgSTS29              81.35           
## 361 MgSTS263             83.84           
## 127 BD371                91.53           
## 249 CC93                 91.53           
## 279 MgSTS133             99.93           
## 334 MgSTS350            107.60           
## 262 MgSTS18             120.16           
## 385 MgSTS632            125.56           
## 362 MgSTS578            133.51           
## 350 MgSTS500            137.50           
## 105 CA75                139.79           
## 134 BD251               154.06           
##  60 BB216               154.77           
## 346 MgSTS491            171.85           
## 335 MgSTS348            175.78           
## 394 MgSTS494            196.66           
##  85 CA267               204.52           
## 261 MgSTS16             220.36           
## 353 MgSTS398            223.72           
## 379 MgSTS562            228.60           
## 307 MgSTS527            232.84           
## 325 MgSTS341            238.07           
## 177 AAT265              246.91           
## 190 BC542               262.69           
## 
##  35 markers            log-likelihood: -3970.403
#ripple_seq(Ligação_grupo_2, ws = 5, LOD = 6)
rf_graph_table(Ligação_grupo_1_2, axis.cex=.6, inter=FALSE)

Ligação_grupo_1_2
## 
## Printing map:
## 
## Markers               Position           
## 
## 259 AP3                   0.00           
## 100 CA150                 3.12           
## 216 BC80                 10.80           
## 266 MgSTS24              15.17           
## 396 MgSTS483             20.12           
## 370 MgSTS583             27.92           
## 236 CC320                32.16           
## 308 MgSTS520             57.49           
## 377 MgSTS631             63.28           
##  21 AA137                68.99           
## 260 MgSTS17              72.76           
## 275 MgSTS29              81.35           
## 361 MgSTS263             83.84           
## 127 BD371                91.53           
## 249 CC93                 91.53           
## 279 MgSTS133             99.93           
## 334 MgSTS350            107.60           
## 262 MgSTS18             120.16           
## 385 MgSTS632            125.56           
## 362 MgSTS578            133.51           
## 350 MgSTS500            137.50           
## 105 CA75                139.79           
## 134 BD251               154.06           
##  60 BB216               154.77           
## 346 MgSTS491            171.85           
## 335 MgSTS348            175.78           
## 394 MgSTS494            196.66           
##  85 CA267               204.52           
## 261 MgSTS16             220.36           
## 353 MgSTS398            223.72           
## 379 MgSTS562            228.60           
## 307 MgSTS527            232.84           
## 325 MgSTS341            238.07           
## 177 AAT265              246.91           
## 190 BC542               262.69           
## 
##  35 markers            log-likelihood: -3970.403
LG1_2_seq_f2_rm <- drop_marker(Ligação_grupo_1_2, c(216, 335))
LG1_2_rcd_f2_rm <- rcd(LG1_2_seq_f2_rm)
## 
## order obtained using RCD algorithm:
## 
##  100 259 396 266 236 370 308 377 21 260 127 249 275 361 279 334 262 385 362 350 105 134 60 346 394 85 353 261 379 307 325 177 190 
## 
## calculating multipoint map using tol =  1e-04 .
LG1_2_rcd_f2_rm
## 
## Printing map:
## 
## Markers               Position           
## 
## 100 CA150                 0.00           
## 259 AP3                   3.94           
## 396 MgSTS483             14.37           
## 266 MgSTS24              19.28           
## 236 CC320                24.38           
## 370 MgSTS583             28.28           
## 308 MgSTS520             52.67           
## 377 MgSTS631             58.47           
##  21 AA137                64.19           
## 260 MgSTS17              68.03           
## 127 BD371                81.19           
## 249 CC93                 81.47           
## 275 MgSTS29              89.01           
## 361 MgSTS263             91.70           
## 279 MgSTS133             96.33           
## 334 MgSTS350            104.27           
## 262 MgSTS18             116.82           
## 385 MgSTS632            122.19           
## 362 MgSTS578            130.14           
## 350 MgSTS500            134.13           
## 105 CA75                136.44           
## 134 BD251               150.22           
##  60 BB216               151.80           
## 346 MgSTS491            168.72           
## 394 MgSTS494            187.63           
##  85 CA267               194.82           
## 353 MgSTS398            208.10           
## 261 MgSTS16             211.29           
## 379 MgSTS562            218.64           
## 307 MgSTS527            222.90           
## 325 MgSTS341            228.12           
## 177 AAT265              236.95           
## 190 BC542               252.72           
## 
##  33 markers            log-likelihood: -3813.882
LG1_2_f2_ord_rm <- order_seq(input.seq = LG1_2_rcd_f2_rm, n.init = 5,
                             subset.search = "twopt",
                             twopt.alg = "rcd", THRES = 3,
                             draw.try = FALSE, wait = 1)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  100 259 396 266 236 370 308 377 21 260 127 249 275 361 279 334 262 385 362 350 105 134 60 346 394 85 353 261 379 307 325 177 190 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
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## 
## 
## 
## Running try algorithm
## 396 --> MgSTS483  : ......
## 385 --> MgSTS632  : ......
## 370 --> MgSTS583  : ......
## 377 --> MgSTS631  : ......
## 279 --> MgSTS133  : ......
## 177 --> AAT265    : .......
## 260 --> MgSTS17   : ........
## 379 --> MgSTS562  : .........
## 307 --> MgSTS527  : ..........
## 266 --> MgSTS24   : ...........
## 308 --> MgSTS520  : ...........
## 334 --> MgSTS350  : ............
## 362 --> MgSTS578  : .............
## 350 --> MgSTS500  : ..............
## 346 --> MgSTS491  : ...............
## 261 --> MgSTS16   : ................
## 275 --> MgSTS29   : .................
## 259 --> AP3       : ..................
## 353 --> MgSTS398  : ..................
## 361 --> MgSTS263  : ..................
## 325 --> MgSTS341  : ..................
## 127 --> BD371     : ...................
## 134 --> BD251     : ....................
## 236 --> CC320     : .....................
##  60 --> BB216     : ......................
## 105 --> CA75      : ......................
##  85 --> CA267     : .......................
## 249 --> CC93      : .......................
## 
## LOD threshold = 3 
## 
## Positioned markers: 100 236 308 21 260 275 127 279 334 262 362 350 105 134 346 394 261 379 307 325 177 190 
## 
## Markers not placed on the map: 259 396 266 370 377 249 361 385 60 85 353 
## 
## 
## Calculating LOD-Scores
## 259 --> AP3       : .......................
## 396 --> MgSTS483  : .......................
## 266 --> MgSTS24   : .......................
## 370 --> MgSTS583  : .......................
## 377 --> MgSTS631  : .......................
## 249 --> CC93      : .......................
## 361 --> MgSTS263  : .......................
## 385 --> MgSTS632  : .......................
##  60 --> BB216     : .......................
##  85 --> CA267     : .......................
## 353 --> MgSTS398  : .......................
## 
## 
## Placing remaining marker(s) at most likely position
## 385 --> MgSTS632  : .......................
## 377 --> MgSTS631  : ........................
## 370 --> MgSTS583  : .........................
## 396 --> MgSTS483  : ..........................
## 266 --> MgSTS24   : ...........................
##  85 --> CA267     : ............................
## 353 --> MgSTS398  : .............................
## 361 --> MgSTS263  : ..............................
## 259 --> AP3       : ...............................
## 249 --> CC93      : ................................
##  60 --> BB216     : .................................
## 
## Estimating final genetic map using tol = 10E-5.
LG1_2_f2_ord_rm
## 
## Best sequence found.
## Printing map:
## 
## Markers               Position           
## 
## 100 CA150                 0.00           
## 236 CC320                11.03           
## 308 MgSTS520             41.09           
##  21 AA137                49.85           
## 260 MgSTS17              54.47           
## 275 MgSTS29              62.46           
## 127 BD371                68.33           
## 279 MgSTS133             74.15           
## 334 MgSTS350             81.77           
## 262 MgSTS18              93.86           
## 362 MgSTS578            106.20           
## 350 MgSTS500            109.99           
## 105 CA75                112.49           
## 134 BD251               123.43           
## 346 MgSTS491            137.78           
## 394 MgSTS494            156.35           
## 261 MgSTS16             171.68           
## 379 MgSTS562            179.22           
## 307 MgSTS527            183.48           
## 325 MgSTS341            188.70           
## 177 AAT265              197.52           
## 190 BC542               213.20           
## 
##  22 markers            log-likelihood: -2825.297 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------------------------------------- 
## |     | 259 | 396 | 266 | 370 | 377 | 249 | 361 | 385 |  60 |  85 | 353 |
## |-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----| 
## |     | *** |     |     |     |     |     |     |     |     |     |     |
## | 100 |     |     |     |     |     |     |     |     |     |     |     | 
## |     | *   |     | *** |     |     |     |     |     |     |     |     |
## | 236 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     | *** |     | *** |     |     |     |     |     |     |     |
## | 308 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     | *** |     |     |     |     |     |     |
## |  21 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 260 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 275 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     | *** | *** |     |     |     |     |
## | 127 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     | **  |     |     |     |     |     |
## | 279 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 334 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 262 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     | *** |     |     |     |
## | 362 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 350 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 105 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     | **  |     |     |
## | 134 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     | *** |     |     |
## | 346 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 394 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     | *** |     |
## | 261 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     | *** |
## | 379 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 307 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 325 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 177 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## | 190 |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |
## ------------------------------------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_1_2rm <- make_seq(LG1_2_f2_ord_rm, "force"))
## 
## Printing map:
## 
## Markers               Position           
## 
## 259 AP3                   0.00           
## 100 CA150                 3.21           
## 236 CC320                12.17           
## 370 MgSTS583             16.15           
## 266 MgSTS24              21.21           
## 396 MgSTS483             26.14           
## 308 MgSTS520             56.46           
## 377 MgSTS631             62.22           
##  21 AA137                67.95           
## 260 MgSTS17              71.71           
## 275 MgSTS29              80.31           
## 361 MgSTS263             82.81           
## 127 BD371                90.50           
## 249 CC93                 90.50           
## 279 MgSTS133             98.90           
## 334 MgSTS350            106.57           
## 262 MgSTS18             119.13           
## 385 MgSTS632            124.52           
## 362 MgSTS578            132.47           
## 350 MgSTS500            136.46           
## 105 CA75                138.78           
## 134 BD251               152.54           
##  60 BB216               154.14           
## 346 MgSTS491            171.06           
## 394 MgSTS494            189.95           
##  85 CA267               197.83           
## 261 MgSTS16             213.66           
## 353 MgSTS398            217.02           
## 379 MgSTS562            221.91           
## 307 MgSTS527            226.15           
## 325 MgSTS341            231.38           
## 177 AAT265              240.21           
## 190 BC542               256.00           
## 
##  33 markers            log-likelihood: -3805.141
HGL14<-rf_graph_table(Ligação_grupo_1_2rm, axis.cex=.6, inter=FALSE)

GL14<-Ligação_grupo_1_2rm

The same steps for subgroup 3 of the group 1

GL1_3<-make_seq(GL1_inicial, 3)
GL1_3
## 
## Number of markers: 26
## Markers in the sequence:
## BA449 BA387 BA196 BB124 BD340 BD100 BC374 BC526C CC61 CC53 MgSTS20 MgSTS19 
## MgSTS26 MgSTS91 MgSTS93 CYCA aat356 MgSTS87 MgSTS360 MgSTS358 MgSTS344 
## MgSTS471 MgSTS380 MgSTS561 MgSTS598 MgSTS620
## 
## Parameters not estimated.
LG1_3_f2 <- rcd(GL1_3)
## 
## order obtained using RCD algorithm:
## 
##  263 277 338 404 270 278 250 219 26 31 265 406 355 320 251 128 69 43 147 380 339 287 286 288 337 199 
## 
## calculating multipoint map using tol =  1e-04 .
LG1_3_f2
## 
## Printing map:
## 
## Markers               Position           
## 
## 263 MgSTS20               0.00           
## 277 MgSTS91               3.29           
## 338 MgSTS344             13.32           
## 404 MgSTS598             15.51           
## 270 MgSTS26              19.84           
## 278 MgSTS93              21.00           
## 250 CC61                 27.37           
## 219 BC526C               31.32           
##  26 BA449                33.86           
##  31 BA387                44.81           
## 265 MgSTS19              54.71           
## 406 MgSTS620             62.78           
## 355 MgSTS380             77.92           
## 320 MgSTS360             84.83           
## 251 CC53                 93.38           
## 128 BD340                98.36           
##  69 BB124               108.82           
##  43 BA196               108.82           
## 147 BD100               113.70           
## 380 MgSTS561            119.08           
## 339 MgSTS471            120.86           
## 287 aat356              122.21           
## 286 CYCA                122.21           
## 288 MgSTS87             124.15           
## 337 MgSTS358            144.02           
## 199 BC374               175.25           
## 
##  26 markers            log-likelihood: -2557.801
LG1_3_f2_ord <- order_seq(input.seq = LG1_3_f2, n.init = 5,
                          subset.search = "twopt",
                          twopt.alg = "rcd", THRES = 3,
                          draw.try = FALSE, wait = 1)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  263 277 338 404 270 278 250 219 26 31 265 406 355 320 251 128 69 43 147 380 339 287 286 288 337 199 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
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## 
## 
## 
## Running try algorithm
## 277 --> MgSTS91   : ......
## 270 --> MgSTS26   : .......
## 278 --> MgSTS93   : ........
## 406 --> MgSTS620  : ........
## 288 --> MgSTS87   : .........
## 265 --> MgSTS19   : .........
## 337 --> MgSTS358  : ..........
## 219 --> BC526C    : ...........
## 338 --> MgSTS344  : ...........
## 404 --> MgSTS598  : ............
## 355 --> MgSTS380  : ............
## 287 --> aat356    : .............
## 286 --> CYCA      : ..............
## 339 --> MgSTS471  : ..............
##  69 --> BB124     : ..............
##  26 --> BA449     : ...............
##  31 --> BA387     : ................
##  43 --> BA196     : .................
## 128 --> BD340     : .................
## 147 --> BD100     : ..................
## 251 --> CC53      : ...................
## 
## LOD threshold = 3 
## 
## Positioned markers: 26 250 338 270 277 263 31 265 406 320 355 251 128 147 287 380 69 337 199 
## 
## Markers not placed on the map: 404 278 219 43 339 286 288 
## 
## 
## Calculating LOD-Scores
## 404 --> MgSTS598  : ....................
## 278 --> MgSTS93   : ....................
## 219 --> BC526C    : ....................
##  43 --> BA196     : ....................
## 339 --> MgSTS471  : ....................
## 286 --> CYCA      : ....................
## 288 --> MgSTS87   : ....................
## 
## 
## Placing remaining marker(s) at most likely position
## 278 --> MgSTS93   : ....................
## 288 --> MgSTS87   : .....................
## 219 --> BC526C    : ......................
## 339 --> MgSTS471  : .......................
## 404 --> MgSTS598  : ........................
##  43 --> BA196     : .........................
## 286 --> CYCA      : ..........................
## 
## Estimating final genetic map using tol = 10E-5.
LG1_3_f2_ord
## 
## Best sequence found.
## Printing map:
## 
## Markers               Position           
## 
##  26 BA449                 0.00           
## 250 CC61                  5.28           
## 338 MgSTS344             14.82           
## 270 MgSTS26              19.69           
## 277 MgSTS91              26.24           
## 263 MgSTS20              29.58           
##  31 BA387                41.67           
## 265 MgSTS19              50.90           
## 406 MgSTS620             58.81           
## 320 MgSTS360             70.01           
## 355 MgSTS380             76.76           
## 251 CC53                 88.25           
## 128 BD340                93.09           
## 147 BD100                99.44           
## 287 aat356              103.76           
## 380 MgSTS561            105.59           
##  69 BB124               112.35           
## 337 MgSTS358            126.99           
## 199 BC374               157.95           
## 
##  19 markers            log-likelihood: -2237.837 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------------- 
## |     | 404 | 278 | 219 |  43 | 339 | 286 | 288 |
## |-----|-----|-----|-----|-----|-----|-----|-----| 
## |     |     |     | *   |     |     |     |     |
## |  26 |     |     |     |     |     |     |     | 
## |     |     |     | *** |     |     |     |     |
## | 250 |     |     |     |     |     |     |     | 
## |     | *** |     |     |     |     |     |     |
## | 338 |     |     |     |     |     |     |     | 
## |     | **  | *** |     |     |     |     |     |
## | 270 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |
## | 277 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |
## | 263 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |
## |  31 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |
## | 265 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |
## | 406 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |
## | 320 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |
## | 355 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |
## | 251 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |
## | 128 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |
## | 147 |     |     |     |     |     |     |     | 
## |     |     |     |     |     | *   | **  | *   |
## | 287 |     |     |     |     |     |     |     | 
## |     |     |     |     |     | *** | *** | *** |
## | 380 |     |     |     |     |     |     |     | 
## |     |     |     |     | *** |     |     |     |
## |  69 |     |     |     |     |     |     |     | 
## |     |     |     |     | **  |     |     |     |
## | 337 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |
## | 199 |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |
## ------------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_1_3 <- make_seq(LG1_3_f2_ord, "force"))
## 
## Printing map:
## 
## Markers               Position           
## 
##  26 BA449                 0.00           
## 219 BC526C                2.41           
## 250 CC61                  7.26           
## 404 MgSTS598             16.54           
## 338 MgSTS344             18.54           
## 278 MgSTS93              22.60           
## 270 MgSTS26              23.83           
## 277 MgSTS91              30.25           
## 263 MgSTS20              33.61           
##  31 BA387                45.71           
## 265 MgSTS19              54.95           
## 406 MgSTS620             62.87           
## 320 MgSTS360             74.11           
## 355 MgSTS380             80.89           
## 251 CC53                 92.47           
## 128 BD340                97.36           
## 147 BD100               103.88           
## 339 MgSTS471            108.72           
## 286 CYCA                110.27           
## 287 aat356              110.27           
## 288 MgSTS87             112.04           
## 380 MgSTS561            114.60           
##  43 BA196               121.37           
##  69 BB124               121.37           
## 337 MgSTS358            136.05           
## 199 BC374               167.02           
## 
##  26 markers            log-likelihood: -2514.099
#ripple_seq(Ligação_grupo_2, ws = 5, LOD = 6)
rf_graph_table(Ligação_grupo_1_3, axis.cex=.6, inter=FALSE)

Ligação_grupo_1_3
## 
## Printing map:
## 
## Markers               Position           
## 
##  26 BA449                 0.00           
## 219 BC526C                2.41           
## 250 CC61                  7.26           
## 404 MgSTS598             16.54           
## 338 MgSTS344             18.54           
## 278 MgSTS93              22.60           
## 270 MgSTS26              23.83           
## 277 MgSTS91              30.25           
## 263 MgSTS20              33.61           
##  31 BA387                45.71           
## 265 MgSTS19              54.95           
## 406 MgSTS620             62.87           
## 320 MgSTS360             74.11           
## 355 MgSTS380             80.89           
## 251 CC53                 92.47           
## 128 BD340                97.36           
## 147 BD100               103.88           
## 339 MgSTS471            108.72           
## 286 CYCA                110.27           
## 287 aat356              110.27           
## 288 MgSTS87             112.04           
## 380 MgSTS561            114.60           
##  43 BA196               121.37           
##  69 BB124               121.37           
## 337 MgSTS358            136.05           
## 199 BC374               167.02           
## 
##  26 markers            log-likelihood: -2514.099
LG1_3_seq_f2_rm <- drop_marker(Ligação_grupo_1_3, c(380, 287, 250,26, 338))
LG1_3_rcd_f2_rm <- rcd(LG1_3_seq_f2_rm)
## 
## order obtained using RCD algorithm:
## 
##  404 278 270 219 277 263 31 265 406 355 320 251 128 339 288 286 147 43 69 337 199 
## 
## calculating multipoint map using tol =  1e-04 .
LG1_3_rcd_f2_rm
## 
## Printing map:
## 
## Markers               Position           
## 
## 404 MgSTS598              0.00           
## 278 MgSTS93               4.59           
## 270 MgSTS26               5.79           
## 219 BC526C               14.59           
## 277 MgSTS91              19.45           
## 263 MgSTS20              22.76           
##  31 BA387                34.85           
## 265 MgSTS19              44.16           
## 406 MgSTS620             52.25           
## 355 MgSTS380             67.50           
## 320 MgSTS360             74.41           
## 251 CC53                 83.15           
## 128 BD340                88.23           
## 339 MgSTS471             98.14           
## 288 MgSTS87             101.32           
## 286 CYCA                102.67           
## 147 BD100               107.41           
##  43 BA196               112.30           
##  69 BB124               112.30           
## 337 MgSTS358            126.95           
## 199 BC374               157.92           
## 
##  21 markers            log-likelihood: -2294.461
LG1_3_f2_ord_rm <- order_seq(input.seq = LG1_3_rcd_f2_rm, n.init = 5,
                             subset.search = "twopt",
                             twopt.alg = "rcd", THRES = 3,
                             draw.try = FALSE, wait = 1)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  404 278 270 219 277 263 31 265 406 355 320 251 128 339 288 286 147 43 69 337 199 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
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## 
## 
## 
## Running try algorithm
## 277 --> MgSTS91   : ......
## 270 --> MgSTS26   : .......
## 278 --> MgSTS93   : ........
## 406 --> MgSTS620  : ........
## 288 --> MgSTS87   : .........
## 265 --> MgSTS19   : .........
## 337 --> MgSTS358  : ..........
## 219 --> BC526C    : ...........
## 355 --> MgSTS380  : ...........
## 339 --> MgSTS471  : ............
##  69 --> BB124     : ............
##  31 --> BA387     : .............
##  43 --> BA196     : ..............
## 128 --> BD340     : ..............
## 147 --> BD100     : ...............
## 251 --> CC53      : ................
## 
## LOD threshold = 3 
## 
## Positioned markers: 404 270 277 263 31 265 406 320 355 251 128 147 286 69 337 199 
## 
## Markers not placed on the map: 278 219 339 288 43 
## 
## 
## Calculating LOD-Scores
## 278 --> MgSTS93   : .................
## 219 --> BC526C    : .................
## 339 --> MgSTS471  : .................
## 288 --> MgSTS87   : .................
##  43 --> BA196     : .................
## 
## 
## Placing remaining marker(s) at most likely position
## 219 --> BC526C    : .................
## 278 --> MgSTS93   : ..................
## 339 --> MgSTS471  : ...................
## 288 --> MgSTS87   : ....................
##  43 --> BA196     : .....................
## 
## Estimating final genetic map using tol = 10E-5.
LG1_3_f2_ord_rm
## 
## Best sequence found.
## Printing map:
## 
## Markers               Position           
## 
## 404 MgSTS598              0.00           
## 270 MgSTS26               4.37           
## 277 MgSTS91              10.83           
## 263 MgSTS20              14.15           
##  31 BA387                26.30           
## 265 MgSTS19              35.53           
## 406 MgSTS620             43.44           
## 320 MgSTS360             54.66           
## 355 MgSTS380             61.44           
## 251 CC53                 73.28           
## 128 BD340                78.23           
## 147 BD100                84.75           
## 286 CYCA                 88.96           
##  69 BB124                94.68           
## 337 MgSTS358            109.31           
## 199 BC374               140.25           
## 
##  16 markers            log-likelihood: -1994.559 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------- 
## |     | 278 | 219 | 339 | 288 |  43 |
## |-----|-----|-----|-----|-----|-----| 
## |     |     |     |     |     |     |
## | 404 |     |     |     |     |     | 
## |     | **  |     |     |     |     |
## | 270 |     |     |     |     |     | 
## |     | *** |     |     |     |     |
## | 277 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 263 |     |     |     |     |     | 
## |     |     | *** |     |     |     |
## |  31 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 265 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 406 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 320 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 355 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 251 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 128 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 147 |     |     |     |     |     | 
## |     |     |     | **  | **  |     |
## | 286 |     |     |     |     |     | 
## |     |     |     | *** | *** | *** |
## |  69 |     |     |     |     |     | 
## |     |     |     |     |     | **  |
## | 337 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 199 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## ------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_1_3rm <- make_seq(LG1_3_f2_ord_rm, "force"))
## 
## Printing map:
## 
## Markers               Position           
## 
## 404 MgSTS598              0.00           
## 270 MgSTS26               4.26           
## 278 MgSTS93               5.47           
## 277 MgSTS91              12.16           
## 263 MgSTS20              15.43           
## 219 BC526C               21.87           
##  31 BA387                33.42           
## 265 MgSTS19              43.20           
## 406 MgSTS620             51.11           
## 320 MgSTS360             62.39           
## 355 MgSTS380             69.19           
## 251 CC53                 80.73           
## 128 BD340                85.56           
## 147 BD100                91.90           
## 288 MgSTS87              98.11           
## 286 CYCA                 99.50           
## 339 MgSTS471            101.05           
##  43 BA196               107.92           
##  69 BB124               107.92           
## 337 MgSTS358            123.08           
## 199 BC374               154.04           
## 
##  21 markers            log-likelihood: -2260.937
HGL11<-rf_graph_table(Ligação_grupo_1_3rm, axis.cex=.6, inter=FALSE)

GL11<-Ligação_grupo_1_3rm

ORDERING MARKERS THE NEXT LINKAGE GROUP

the next step is to order the markers within group 3, We can do the same steps with the previou group

 set_map_fun(type = c("kosambi"))
LG3_inicial_f2 <- make_seq(LGs_f2, 3)
LG3_inicial_f2
## 
## Number of markers: 87
## Too many markers  - not printing their names
## 
## Parameters not estimated.
LG3_inicial_rcd_f2 <- rcd(LG3_inicial_f2)
## 
## order obtained using RCD algorithm:
## 
##  149 184 364 88 217 255 130 218 3 125 229 102 53 118 115 32 120 92 237 131 313 413 391 231 319 372 322 235 72 168 200 356 341 142 71 40 138 238 162 365 10 116 165 112 7 119 221 405 211 193 56 197 397 326 349 269 70 133 82 175 171 58 357 393 22 299 376 95 153 124 323 329 305 408 108 256 295 366 360 25 228 386 179 64 104 301 340 
## 
## calculating multipoint map using tol =  1e-04 .
LG3_inicial_f2_ord <- order_seq(input.seq = LG3_inicial_rcd_f2, n.init = 5,
                        subset.search = "twopt",
                        twopt.alg = "rcd", THRES = 3)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  184 364 88 217 255 130 218 3 125 229 102 53 118 115 32 120 92 237 131 313 413 391 231 319 372 322 235 72 168 200 356 341 142 71 40 138 238 162 365 10 116 165 112 7 119 221 405 211 193 56 197 397 326 349 269 70 133 82 175 171 58 357 393 22 299 376 95 153 124 323 329 305 408 108 256 295 366 360 25 228 386 179 64 104 301 340 149 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
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## 
## 
## 
## Running try algorithm
## 175 --> AAT374    : ......
## 386 --> MgSTS609  : ......
## 165 --> BB103C    : ......
## 162 --> CA258C    : ......
## 153 --> AA153C    : ......
## 397 --> MgSTS383  : ......
## 372 --> MgSTS535  : ......
## 319 --> MgSTS95   : ......
## 269 --> MgSTS27   : ......
## 171 --> AAT278    : ......
## 360 --> MgSTS293  : ......
## 408 --> MgSTS511  : ......
## 413 --> MgSTS214  : ......
## 313 --> MgSTS474  : .......
## 364 --> MgSTS574B : ........
## 221 --> BC128C    : .........
## 305 --> MgSTS70   : .........
## 218 --> BC586C    : .........
## 365 --> MgSTS574a : ..........
## 179 --> AAT372    : ..........
## 341 --> MgSTS34   : ..........
## 349 --> MgSTS509  : ..........
## 168 --> AAT261    : ..........
## 295 --> MgSTS308  : ..........
## 301 --> MgSTS48   : ..........
## 299 --> MgSTS43   : ..........
## 340 --> MgSTS37   : ..........
## 357 --> MgSTS351  : ..........
## 326 --> MgSTS388  : ..........
## 322 --> MgSTS50   : ..........
## 323 --> MgSTS75   : ...........
## 366 --> MgSTS579  : ...........
## 329 --> MgSTS332  : ...........
## 256 --> AAT283    : ...........
## 255 --> AAT312    : ...........
## 356 --> MgSTS251  : ...........
## 393 --> MgSTS435  : ...........
## 405 --> MgSTS441  : ...........
##  72 --> BB102     : ...........
##  56 --> BB281     : ...........
## 115 --> CB187     : ...........
## 120 --> CB156     : ............
## 116 --> CB173     : ............
## 112 --> CB246     : ............
## 119 --> CB162     : ............
## 108 --> CB309     : ............
## 102 --> CA131     : ............
##   3 --> AA404     : .............
##  53 --> BA75      : ..............
##  25 --> BA497     : ...............
## 130 --> BD292     : ...............
## 125 --> BD429     : ...............
## 131 --> BD286     : ................
## 142 --> BD170     : .................
## 124 --> BD433     : .................
## 200 --> BC334     : .................
## 211 --> BC131     : .................
## 237 --> CC286     : .................
## 235 --> CC330     : ..................
## 228 --> CC392     : ..................
##  71 --> BB119     : ..................
##  70 --> BB122     : ..................
##  58 --> BB259     : ..................
##  64 --> BB190     : ..................
## 118 --> CB166     : ..................
##  88 --> CA238     : ..................
##  92 --> CA220     : ..................
##  82 --> CA289     : ...................
##  95 --> CA198     : ...................
## 104 --> CA96      : ...................
##  10 --> AA280     : ...................
##  22 --> AA100     : ...................
##  32 --> BA384     : ...................
##  40 --> BA220     : ...................
## 138 --> BD209     : ....................
## 133 --> BD263     : ....................
## 217 --> BC70      : ....................
## 193 --> BC498     : ....................
## 197 --> BC379     : ....................
## 229 --> CC387     : ....................
## 231 --> CC378     : ....................
## 238 --> CC283     : ....................
## 
## LOD threshold = 3 
## 
## Positioned markers: 376 322 391 92 413 313 131 184 237 364 53 102 125 3 218 115 7 40 149 
## 
## Markers not placed on the map: 88 217 255 130 229 118 32 120 231 319 372 235 72 168 200 356 341 142 71 138 238 162 365 10 116 165 112 119 221 405 211 193 56 197 397 326 349 269 70 133 82 175 171 58 357 393 22 299 95 153 124 323 329 305 408 108 256 295 366 360 25 228 386 179 64 104 301 340 
## 
## 
## Calculating LOD-Scores
##  88 --> CA238     : ....................
## 217 --> BC70      : ....................
## 255 --> AAT312    : ....................
## 130 --> BD292     : ....................
## 229 --> CC387     : ....................
## 118 --> CB166     : ....................
##  32 --> BA384     : ....................
## 120 --> CB156     : ....................
## 231 --> CC378     : ....................
## 319 --> MgSTS95   : ....................
## 372 --> MgSTS535  : ....................
## 235 --> CC330     : ....................
##  72 --> BB102     : ....................
## 168 --> AAT261    : ....................
## 200 --> BC334     : ....................
## 356 --> MgSTS251  : ....................
## 341 --> MgSTS34   : ....................
## 142 --> BD170     : ....................
##  71 --> BB119     : ....................
## 138 --> BD209     : ....................
## 238 --> CC283     : ....................
## 162 --> CA258C    : ....................
## 365 --> MgSTS574a : ....................
##  10 --> AA280     : ....................
## 116 --> CB173     : ....................
## 165 --> BB103C    : ....................
## 112 --> CB246     : ....................
## 119 --> CB162     : ....................
## 221 --> BC128C    : ....................
## 405 --> MgSTS441  : ....................
## 211 --> BC131     : ....................
## 193 --> BC498     : ....................
##  56 --> BB281     : ....................
## 197 --> BC379     : ....................
## 397 --> MgSTS383  : ....................
## 326 --> MgSTS388  : ....................
## 349 --> MgSTS509  : ....................
## 269 --> MgSTS27   : ....................
##  70 --> BB122     : ....................
## 133 --> BD263     : ....................
##  82 --> CA289     : ....................
## 175 --> AAT374    : ....................
## 171 --> AAT278    : ....................
##  58 --> BB259     : ....................
## 357 --> MgSTS351  : ....................
## 393 --> MgSTS435  : ....................
##  22 --> AA100     : ....................
## 299 --> MgSTS43   : ....................
##  95 --> CA198     : ....................
## 153 --> AA153C    : ....................
## 124 --> BD433     : ....................
## 323 --> MgSTS75   : ....................
## 329 --> MgSTS332  : ....................
## 305 --> MgSTS70   : ....................
## 408 --> MgSTS511  : ....................
## 108 --> CB309     : ....................
## 256 --> AAT283    : ....................
## 295 --> MgSTS308  : ....................
## 366 --> MgSTS579  : ....................
## 360 --> MgSTS293  : ....................
##  25 --> BA497     : ....................
## 228 --> CC392     : ....................
## 386 --> MgSTS609  : ....................
## 179 --> AAT372    : ....................
##  64 --> BB190     : ....................
## 104 --> CA96      : ....................
## 301 --> MgSTS48   : ....................
## 340 --> MgSTS37   : ....................
## 
## 
## Placing remaining marker(s) at most likely position
## 162 --> CA258C    : ....................
## 200 --> BC334     : .....................
## 319 --> MgSTS95   : ......................
## 221 --> BC128C    : .......................
## 168 --> AAT261    : ........................
## 372 --> MgSTS535  : .........................
##  72 --> BB102     : ..........................
## 138 --> BD209     : ...........................
## 120 --> CB156     : ............................
##  10 --> AA280     : .............................
## 365 --> MgSTS574a : ..............................
## 238 --> CC283     : ...............................
## 130 --> BD292     : ................................
## 165 --> BB103C    : .................................
##  32 --> BA384     : ..................................
## 119 --> CB162     : ...................................
## 356 --> MgSTS251  : ....................................
## 231 --> CC378     : .....................................
## 116 --> CB173     : ......................................
##  71 --> BB119     : .......................................
##  25 --> BA497     : ........................................
## 217 --> BC70      : .........................................
## 118 --> CB166     : ..........................................
## 329 --> MgSTS332  : ...........................................
## 256 --> AAT283    : ............................................
## 142 --> BD170     : .............................................
## 179 --> AAT372    : ..............................................
## 112 --> CB246     : ...............................................
## 305 --> MgSTS70   : ................................................
## 108 --> CB309     : .................................................
## 295 --> MgSTS308  : ..................................................
## 408 --> MgSTS511  : ...................................................
## 366 --> MgSTS579  : ....................................................
##  95 --> CA198     : .....................................................
## 124 --> BD433     : ......................................................
##  88 --> CA238     : .......................................................
## 153 --> AA153C    : ........................................................
## 340 --> MgSTS37   : .........................................................
##  64 --> BB190     : ..........................................................
## 104 --> CA96      : ...........................................................
## 193 --> BC498     : ............................................................
##  22 --> AA100     : .............................................................
##  82 --> CA289     : ..............................................................
## 386 --> MgSTS609  : ...............................................................
##  58 --> BB259     : ................................................................
## 341 --> MgSTS34   : .................................................................
## 133 --> BD263     : ..................................................................
## 301 --> MgSTS48   : ...................................................................
## 299 --> MgSTS43   : ....................................................................
## 360 --> MgSTS293  : .....................................................................
## 326 --> MgSTS388  : ......................................................................
## 405 --> MgSTS441  : .......................................................................
## 229 --> CC387     : ........................................................................
## 397 --> MgSTS383  : .........................................................................
## 323 --> MgSTS75   : ..........................................................................
## 357 --> MgSTS351  : ...........................................................................
##  56 --> BB281     : ............................................................................
## 228 --> CC392     : .............................................................................
## 269 --> MgSTS27   : ..............................................................................
## 393 --> MgSTS435  : ...............................................................................
## 197 --> BC379     : ................................................................................
## 255 --> AAT312    : .................................................................................
##  70 --> BB122     : ..................................................................................
## 235 --> CC330     : ...................................................................................
## 211 --> BC131     : ....................................................................................
## 175 --> AAT374    : .....................................................................................
## 171 --> AAT278    : ......................................................................................
## 349 --> MgSTS509  : .......................................................................................
## 
## Estimating final genetic map using tol = 10E-5.
LG3_inicial_f2_ord
## 
## Best sequence found.
## Printing map:
## 
## Markers                Position           
## 
## 376 MgSTS539               0.00           
## 322 MgSTS50               64.59           
## 391 MgSTS425              78.62           
##  92 CA220                 92.94           
## 413 MgSTS214              98.19           
## 313 MgSTS474             102.95           
## 131 BD286                107.96           
## 184 AG19                 123.34           
## 237 CC286                139.60           
## 364 MgSTS574B            161.43           
##  53 BA75                 176.05           
## 102 CA131                183.35           
## 125 BD429                188.44           
##   3 AA404                191.74           
## 218 BC586C               198.17           
## 115 CB187                210.77           
##   7 AA361                281.98           
##  40 BA220                302.04           
## 149 BD68                 336.10           
## 
##  19 markers            log-likelihood: -2548.394 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 
## |     |  88 | 217 | 255 | 130 | 229 | 118 |  32 | 120 | 231 | 319 | 372 | 235 |  72 | 168 | 200 | 356 | 341 | 142 |  71 | 138 | 238 | 162 | 365 |  10 | 116 | 165 | 112 | 119 | 221 | 405 | 211 | 193 |  56 | 197 | 397 | 326 | 349 | 269 |  70 | 133 |  82 | 175 | 171 |  58 | 357 | 393 |  22 | 299 |  95 | 153 | 124 | 323 | 329 | 305 | 408 | 108 | 256 | 295 | 366 | 360 |  25 | 228 | 386 | 179 |  64 | 104 | 301 | 340 |
## |-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----| 
## |     |     |     |     |     |     |     |     |     |     |     |     | *   |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** | *** | **  | *** | **  | *** | *** | *** | *** | **  | *** | *** | **  | **  | *** | **  | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *   | *** | *** | *** | *** | *** | *** | *** |
## | 376 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     | *   |     |     | **  |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | **  | **  | *** | **  | *** | **  | **  | **  | **  | *** | **  | **  | *** | *** | **  | *** | **  | **  | **  | **  | **  | **  | **  | **  | **  | **  | **  | **  | **  | **  | **  | *** | **  | **  | **  | **  | **  | **  | **  |
## | 322 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     | *** | *** | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 391 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |  92 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 413 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 313 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 131 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 184 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 237 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     | **  |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 364 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     | *** |     |     |     |     |     | *   | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |  53 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     | **  |     | *   |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 102 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     | *** |     | *   |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 125 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     | **  |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |   3 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     | *   | *** | *** | *** | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 218 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     | *** | *   | *   | **  | **  |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 115 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     | **  |     |     | *   | *   |     |     |     |     |     | *** | *** | *** | *** | *** | *** | *** |     |     |     |     |     |     | *** | *   | *** | *** | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | **  |     |     |     |     |     |     | *   | **  |     |     |     |
## |   7 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *   | **  | **  | *** | *** | *** | *** | *** | *** | *   | *** | **  | *   |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |  40 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *   |     |     | *   |     | *   |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 149 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_3_inicial <- make_seq(LG3_inicial_f2_ord, "force"))
## 
## Printing map:
## 
## Markers                Position           
## 
## 256 AAT283                 0.00           
## 305 MgSTS70               26.56           
## 323 MgSTS75               33.20           
## 329 MgSTS332              36.95           
## 408 MgSTS511              43.51           
## 108 CB309                 50.73           
## 124 BD433                 75.32           
## 405 MgSTS441             100.11           
## 299 MgSTS43              121.49           
##  22 AA100                124.66           
## 393 MgSTS435             128.02           
## 357 MgSTS351             128.42           
## 153 AA153C               136.66           
##  95 CA198                144.95           
##  58 BB259                148.06           
## 211 BC131                149.33           
## 376 MgSTS539             152.28           
## 269 MgSTS27              158.82           
## 349 MgSTS509             160.52           
## 326 MgSTS388             160.82           
## 397 MgSTS383             161.91           
##  70 BB122                165.26           
## 175 AAT374               168.11           
##  56 BB281                174.64           
## 193 BC498                174.64           
##  82 CA289                179.50           
## 133 BD263                183.79           
## 171 AAT278               189.14           
## 197 BC379                201.29           
## 340 MgSTS37              220.91           
## 301 MgSTS48              223.82           
## 104 CA96                 228.83           
## 228 CC392                245.04           
##  25 BA497                253.90           
## 360 MgSTS293             260.68           
## 366 MgSTS579             265.88           
## 295 MgSTS308             268.57           
## 386 MgSTS609             276.54           
## 179 AAT372               284.97           
##  64 BB190                304.07           
## 231 CC378                707.02           
## 322 MgSTS50              712.58           
## 372 MgSTS535             716.60           
## 319 MgSTS95              721.45           
## 391 MgSTS425             732.59           
##  92 CA220                746.86           
## 413 MgSTS214             752.08           
## 313 MgSTS474             756.83           
## 131 BD286                761.83           
## 184 AG19                 777.21           
## 237 CC286                793.12           
##  88 CA238                810.74           
## 364 MgSTS574B            817.93           
## 120 CB156                824.02           
##  53 BA75                 837.94           
## 102 CA131                845.42           
## 125 BD429                850.70           
## 229 CC387                854.02           
##   3 AA404                854.02           
## 130 BD292                862.28           
## 218 BC586C               870.28           
## 118 CB166                877.57           
##  32 BA384                883.83           
## 255 AAT312               884.74           
## 115 CB187                897.45           
## 217 BC70                 907.09           
## 221 BC128C              1310.04           
## 235 CC330               1367.96           
##  72 BB102               1385.99           
## 168 AAT261              1402.76           
## 200 BC334               1413.22           
## 356 MgSTS251            1422.70           
## 341 MgSTS34             1431.42           
## 142 BD170               1440.38           
## 119 CB162               1451.27           
##   7 AA361               1459.40           
## 116 CB173               1463.97           
## 165 BB103C              1465.09           
##  71 BB119               1470.42           
## 112 CB246               1475.15           
## 138 BD209               1481.55           
## 238 CC283               1486.66           
## 162 CA258C              1489.87           
## 365 MgSTS574a           1493.88           
##  10 AA280               1499.41           
##  40 BA220               1507.44           
## 149 BD68                1541.57           
## 
##  87 markers            log-likelihood: -8874.393
#ripple_seq(Ligação_grupo_2, ws = 5, LOD = 6)
rf_graph_table(Ligação_grupo_3_inicial, axis.cex=.6, inter=FALSE)

Ligação_grupo_3_inicial
## 
## Printing map:
## 
## Markers                Position           
## 
## 256 AAT283                 0.00           
## 305 MgSTS70               26.56           
## 323 MgSTS75               33.20           
## 329 MgSTS332              36.95           
## 408 MgSTS511              43.51           
## 108 CB309                 50.73           
## 124 BD433                 75.32           
## 405 MgSTS441             100.11           
## 299 MgSTS43              121.49           
##  22 AA100                124.66           
## 393 MgSTS435             128.02           
## 357 MgSTS351             128.42           
## 153 AA153C               136.66           
##  95 CA198                144.95           
##  58 BB259                148.06           
## 211 BC131                149.33           
## 376 MgSTS539             152.28           
## 269 MgSTS27              158.82           
## 349 MgSTS509             160.52           
## 326 MgSTS388             160.82           
## 397 MgSTS383             161.91           
##  70 BB122                165.26           
## 175 AAT374               168.11           
##  56 BB281                174.64           
## 193 BC498                174.64           
##  82 CA289                179.50           
## 133 BD263                183.79           
## 171 AAT278               189.14           
## 197 BC379                201.29           
## 340 MgSTS37              220.91           
## 301 MgSTS48              223.82           
## 104 CA96                 228.83           
## 228 CC392                245.04           
##  25 BA497                253.90           
## 360 MgSTS293             260.68           
## 366 MgSTS579             265.88           
## 295 MgSTS308             268.57           
## 386 MgSTS609             276.54           
## 179 AAT372               284.97           
##  64 BB190                304.07           
## 231 CC378                707.02           
## 322 MgSTS50              712.58           
## 372 MgSTS535             716.60           
## 319 MgSTS95              721.45           
## 391 MgSTS425             732.59           
##  92 CA220                746.86           
## 413 MgSTS214             752.08           
## 313 MgSTS474             756.83           
## 131 BD286                761.83           
## 184 AG19                 777.21           
## 237 CC286                793.12           
##  88 CA238                810.74           
## 364 MgSTS574B            817.93           
## 120 CB156                824.02           
##  53 BA75                 837.94           
## 102 CA131                845.42           
## 125 BD429                850.70           
## 229 CC387                854.02           
##   3 AA404                854.02           
## 130 BD292                862.28           
## 218 BC586C               870.28           
## 118 CB166                877.57           
##  32 BA384                883.83           
## 255 AAT312               884.74           
## 115 CB187                897.45           
## 217 BC70                 907.09           
## 221 BC128C              1310.04           
## 235 CC330               1367.96           
##  72 BB102               1385.99           
## 168 AAT261              1402.76           
## 200 BC334               1413.22           
## 356 MgSTS251            1422.70           
## 341 MgSTS34             1431.42           
## 142 BD170               1440.38           
## 119 CB162               1451.27           
##   7 AA361               1459.40           
## 116 CB173               1463.97           
## 165 BB103C              1465.09           
##  71 BB119               1470.42           
## 112 CB246               1475.15           
## 138 BD209               1481.55           
## 238 CC283               1486.66           
## 162 CA258C              1489.87           
## 365 MgSTS574a           1493.88           
##  10 AA280               1499.41           
##  40 BA220               1507.44           
## 149 BD68                1541.57           
## 
##  87 markers            log-likelihood: -8874.393

We are going to create subgroup 1 of the group 3

set_map_fun(type = c("kosambi"))
GL3_inicial <- group(LG3_inicial_f2, LOD=6, max.rf=0.24)
##    Selecting markers: 
##    group    1 
##     ..........................
##    group    2 
##     ...........................................................
GL3_inicial
##   This is an object of class 'group'
##   It was generated from the object "LG3_inicial_f2"
## 
##   Criteria used to assign markers to groups:
##     LOD = 6 , Maximum recombination fraction = 0.24 
## 
##   No. markers:            87 
##   No. groups:             2 
##   No. linked markers:     85 
##   No. unlinked markers:   2 
## 
##   Printing groups:
##   Group 1 : 26 markers
##     AA404 BA384 BA75 CA238 CA220 CA131 CB187 CB166 CB156 BD429 BD292 BD286 AG19 BC70 BC586C CC387 CC378 CC286 AAT312 MgSTS474 MgSTS95 MgSTS50 MgSTS574B MgSTS535 MgSTS425 MgSTS214 
## 
##   Group 2 : 59 markers
##     AA361 AA280 AA100 BA497 BA220 BB281 BB259 BB190 BB122 BB119 BB102 CA289 CA198 CA96 CB309 CB246 CB173 CB162 BD433 BD263 BD209 BD170 AA153C CA258C BB103C AAT261 AAT278 AAT374 AAT372 BC498 BC379 BC334 BC131 CC392 CC330 CC283 AAT283 MgSTS27 MgSTS308 MgSTS43 MgSTS48 MgSTS70 MgSTS75 MgSTS388 MgSTS332 MgSTS37 MgSTS34 MgSTS509 MgSTS251 MgSTS351 MgSTS293 MgSTS574a MgSTS579 MgSTS539 MgSTS609 MgSTS435 MgSTS383 MgSTS441 MgSTS511 
## 
##   Unlinked markers: 2  markers
##     BD68 BC128C
GL3_1<-make_seq(GL3_inicial, 1)
LG3_1_f2 <- rcd(GL3_1)
## 
## order obtained using RCD algorithm:
## 
##  217 255 53 32 115 118 102 229 125 3 218 130 364 120 88 237 313 413 92 131 391 319 372 322 231 184 
## 
## calculating multipoint map using tol =  1e-04 .
LG3_1_f2
## 
## Printing map:
## 
## Markers                Position           
## 
## 217 BC70                   0.00           
## 255 AAT312                15.44           
##  53 BA75                  21.69           
##  32 BA384                 21.69           
## 115 CB187                 34.33           
## 118 CB166                 34.33           
## 102 CA131                 50.93           
## 229 CC387                 54.07           
## 125 BD429                 55.97           
##   3 AA404                 59.22           
## 218 BC586C                65.15           
## 130 BD292                 74.32           
## 364 MgSTS574B             99.12           
## 120 CB156                103.70           
##  88 CA238                106.94           
## 237 CC286                125.18           
## 313 MgSTS474             138.63           
## 413 MgSTS214             143.44           
##  92 CA220                149.08           
## 131 BD286                154.12           
## 391 MgSTS425             170.37           
## 319 MgSTS95              181.32           
## 372 MgSTS535             186.16           
## 322 MgSTS50              190.16           
## 231 CC378                195.65           
## 184 AG19                 231.23           
## 
##  26 markers            log-likelihood: -2886.809
LG3_1_f2_ord <- order_seq(input.seq = LG3_1_f2, n.init = 5,
                          subset.search = "twopt",
                          twopt.alg = "rcd", THRES = 3,
                          draw.try = FALSE, wait = 1)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  217 255 53 32 115 118 102 229 125 3 218 130 364 120 88 237 313 413 92 131 391 319 372 322 231 184 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
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## 
## 
## 
## Running try algorithm
## 391 --> MgSTS425  : ......
## 372 --> MgSTS535  : ......
## 319 --> MgSTS95   : .......
## 413 --> MgSTS214  : .......
## 313 --> MgSTS474  : ........
## 364 --> MgSTS574B : .........
## 218 --> BC586C    : ..........
## 322 --> MgSTS50   : ...........
## 255 --> AAT312    : ...........
## 115 --> CB187     : ...........
##   3 --> AA404     : ...........
##  53 --> BA75      : ............
## 125 --> BD429     : .............
## 130 --> BD292     : ..............
## 237 --> CC286     : ...............
## 118 --> CB166     : ................
##  88 --> CA238     : ................
##  92 --> CA220     : ................
##  32 --> BA384     : .................
## 229 --> CC387     : .................
## 231 --> CC378     : .................
## 
## LOD threshold = 3 
## 
## Positioned markers: 217 218 130 3 125 102 53 120 364 237 131 184 313 413 92 372 
## 
## Markers not placed on the map: 255 32 115 118 229 88 391 319 322 231 
## 
## 
## Calculating LOD-Scores
## 255 --> AAT312    : .................
##  32 --> BA384     : .................
## 115 --> CB187     : .................
## 118 --> CB166     : .................
## 229 --> CC387     : .................
##  88 --> CA238     : .................
## 391 --> MgSTS425  : .................
## 319 --> MgSTS95   : .................
## 322 --> MgSTS50   : .................
## 231 --> CC378     : .................
## 
## 
## Placing remaining marker(s) at most likely position
## 391 --> MgSTS425  : .................
## 319 --> MgSTS95   : ..................
## 118 --> CB166     : ...................
## 231 --> CC378     : ....................
##  32 --> BA384     : .....................
## 322 --> MgSTS50   : ......................
## 115 --> CB187     : .......................
## 229 --> CC387     : ........................
## 255 --> AAT312    : .........................
##  88 --> CA238     : ..........................
## 
## Estimating final genetic map using tol = 10E-5.
LG3_1_f2_ord
## 
## Best sequence found.
## Printing map:
## 
## Markers                Position           
## 
## 217 BC70                   0.00           
## 218 BC586C                10.61           
## 130 BD292                 20.10           
##   3 AA404                 28.74           
## 125 BD429                 31.84           
## 102 CA131                 36.74           
##  53 BA75                  43.69           
## 120 CB156                 56.45           
## 364 MgSTS574B             62.06           
## 237 CC286                 82.54           
## 131 BD286                 96.43           
## 184 AG19                 112.85           
## 313 MgSTS474             128.69           
## 413 MgSTS214             133.47           
##  92 CA220                140.04           
## 372 MgSTS535             161.52           
## 
##  16 markers            log-likelihood: -1903.861 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------------------------------- 
## |     | 255 |  32 | 115 | 118 | 229 |  88 | 391 | 319 | 322 | 231 |
## |-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----| 
## |     | *   |     | *** |     | *   |     |     |     |     |     |
## | 217 |     |     |     |     |     |     |     |     |     |     | 
## |     | *   |     | *   | *** |     |     |     |     |     |     |
## | 218 |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |
## | 130 |     |     |     |     |     |     |     |     |     |     | 
## |     |     | *** |     |     | *   |     |     |     |     |     |
## |   3 |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     | *** |     |     |     |     |     |
## | 125 |     |     |     |     |     |     |     |     |     |     | 
## |     | *** |     |     |     | *   |     |     |     |     |     |
## | 102 |     |     |     |     |     |     |     |     |     |     | 
## |     | **  |     |     |     |     |     |     |     |     |     |
## |  53 |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     | *** |     |     |     |     |
## | 120 |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     | *   |     |     |     |     |
## | 364 |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     | **  |     |     |     |     |
## | 237 |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |
## | 131 |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |
## | 184 |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |
## | 313 |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |
## | 413 |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |
## |  92 |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     | *** | *** | *   | *** |
## | 372 |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     | *** |     |
## ------------------------------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_3_1 <- make_seq(LG3_1_f2_ord, "force"))
## 
## Printing map:
## 
## Markers                Position           
## 
## 217 BC70                   0.00           
##  32 BA384                 15.62           
## 255 AAT312                16.67           
## 118 CB166                 26.53           
## 115 CB187                 30.51           
## 218 BC586C                40.20           
## 130 BD292                 48.47           
##   3 AA404                 56.64           
## 229 CC387                 56.64           
## 125 BD429                 59.96           
## 102 CA131                 65.25           
##  53 BA75                  72.74           
## 120 CB156                 86.67           
## 364 MgSTS574B             92.73           
##  88 CA238                100.11           
## 237 CC286                115.71           
## 131 BD286                129.08           
## 184 AG19                 144.89           
## 313 MgSTS474             160.77           
## 413 MgSTS214             165.55           
##  92 CA220                170.81           
## 391 MgSTS425             185.20           
## 319 MgSTS95              196.69           
## 322 MgSTS50              200.82           
## 372 MgSTS535             204.66           
## 231 CC378                210.32           
## 
##  26 markers            log-likelihood: -2761.078
#ripple_seq(Ligação_grupo_2, ws = 5, LOD = 6)
rf_graph_table(Ligação_grupo_3_1, axis.cex=.6, inter=FALSE)

Ligação_grupo_3_1
## 
## Printing map:
## 
## Markers                Position           
## 
## 217 BC70                   0.00           
##  32 BA384                 15.62           
## 255 AAT312                16.67           
## 118 CB166                 26.53           
## 115 CB187                 30.51           
## 218 BC586C                40.20           
## 130 BD292                 48.47           
##   3 AA404                 56.64           
## 229 CC387                 56.64           
## 125 BD429                 59.96           
## 102 CA131                 65.25           
##  53 BA75                  72.74           
## 120 CB156                 86.67           
## 364 MgSTS574B             92.73           
##  88 CA238                100.11           
## 237 CC286                115.71           
## 131 BD286                129.08           
## 184 AG19                 144.89           
## 313 MgSTS474             160.77           
## 413 MgSTS214             165.55           
##  92 CA220                170.81           
## 391 MgSTS425             185.20           
## 319 MgSTS95              196.69           
## 322 MgSTS50              200.82           
## 372 MgSTS535             204.66           
## 231 CC378                210.32           
## 
##  26 markers            log-likelihood: -2761.078
LG3_1_seq_f2_rm <- drop_marker(Ligação_grupo_3_1, c( 32, 118, 88,229))
LG3_1_rcd_f2_rm <- rcd(LG3_1_seq_f2_rm)
## 
## order obtained using RCD algorithm:
## 
##  217 255 53 102 125 3 218 130 115 120 364 237 313 413 92 131 391 319 372 322 231 184 
## 
## calculating multipoint map using tol =  1e-04 .
LG3_1_rcd_f2_rm
## 
## Printing map:
## 
## Markers                Position           
## 
## 217 BC70                   0.00           
## 255 AAT312                15.04           
##  53 BA75                  23.34           
## 102 CA131                 28.70           
## 125 BD429                 32.52           
##   3 AA404                 35.00           
## 218 BC586C                39.62           
## 130 BD292                 47.95           
## 115 CB187                 65.21           
## 120 CB156                 94.60           
## 364 MgSTS574B            100.36           
## 237 CC286                119.32           
## 313 MgSTS474             132.69           
## 413 MgSTS214             137.53           
##  92 CA220                143.19           
## 131 BD286                148.25           
## 391 MgSTS425             164.50           
## 319 MgSTS95              175.44           
## 372 MgSTS535             180.29           
## 322 MgSTS50              184.28           
## 231 CC378                189.77           
## 184 AG19                 225.35           
## 
##  22 markers            log-likelihood: -2582.211
LG3_1_f2_ord_rm <- order_seq(input.seq = LG3_1_rcd_f2_rm, n.init = 5,
                             subset.search = "twopt",
                             twopt.alg = "rcd", THRES = 3,
                             draw.try = FALSE, wait = 1)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  217 255 53 102 125 3 218 130 115 120 364 237 313 413 92 131 391 319 372 322 231 184 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
## 
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## 
## 
## 
## Running try algorithm
## 372 --> MgSTS535  : ......
## 319 --> MgSTS95   : .......
## 413 --> MgSTS214  : ........
## 313 --> MgSTS474  : .........
## 364 --> MgSTS574B : ..........
## 218 --> BC586C    : ...........
## 322 --> MgSTS50   : ............
## 255 --> AAT312    : ............
## 115 --> CB187     : .............
## 120 --> CB156     : .............
## 102 --> CA131     : .............
##  53 --> BA75      : ..............
## 125 --> BD429     : ..............
## 130 --> BD292     : ...............
## 131 --> BD286     : ...............
##  92 --> CA220     : ................
## 231 --> CC378     : .................
## 
## LOD threshold = 3 
## 
## Positioned markers: 217 218 3 125 102 255 364 237 184 131 313 413 92 391 319 372 231 
## 
## Markers not placed on the map: 53 130 115 120 322 
## 
## 
## Calculating LOD-Scores
##  53 --> BA75      : ..................
## 130 --> BD292     : ..................
## 115 --> CB187     : ..................
## 120 --> CB156     : ..................
## 322 --> MgSTS50   : ..................
## 
## 
## Placing remaining marker(s) at most likely position
## 120 --> CB156     : ..................
## 130 --> BD292     : ...................
##  53 --> BA75      : ....................
## 322 --> MgSTS50   : .....................
## 115 --> CB187     : ......................
## 
## Estimating final genetic map using tol = 10E-5.
LG3_1_f2_ord_rm
## 
## Best sequence found.
## Printing map:
## 
## Markers                Position           
## 
## 217 BC70                   0.00           
## 218 BC586C                10.62           
##   3 AA404                 15.94           
## 125 BD429                 18.65           
## 102 CA131                 22.83           
## 255 AAT312                31.47           
## 364 MgSTS574B             55.06           
## 237 CC286                 76.89           
## 184 AG19                  93.06           
## 131 BD286                108.46           
## 313 MgSTS474             113.44           
## 413 MgSTS214             118.18           
##  92 CA220                123.39           
## 391 MgSTS425             137.63           
## 319 MgSTS95              148.73           
## 372 MgSTS535             153.85           
## 231 CC378                159.25           
## 
##  17 markers            log-likelihood: -2065.371 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------- 
## |     |  53 | 130 | 115 | 120 | 322 |
## |-----|-----|-----|-----|-----|-----| 
## |     |     |     | *** |     |     |
## | 217 |     |     |     |     |     | 
## |     |     |     | **  |     |     |
## | 218 |     |     |     |     |     | 
## |     |     | *** |     |     |     |
## |   3 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 125 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 102 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 255 |     |     |     |     |     | 
## |     | *** |     |     | *** |     |
## | 364 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 237 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 184 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 131 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 313 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 413 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## |  92 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 391 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 319 |     |     |     |     |     | 
## |     |     |     |     |     | *** |
## | 372 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## | 231 |     |     |     |     |     | 
## |     |     |     |     |     |     |
## ------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_3_1rm <- make_seq(LG3_1_f2_ord_rm, "force"))
## 
## Printing map:
## 
## Markers                Position           
## 
## 115 CB187                  0.00           
## 217 BC70                   9.50           
## 218 BC586C                18.17           
## 130 BD292                 26.13           
##   3 AA404                 33.41           
## 125 BD429                 36.05           
## 102 CA131                 40.23           
## 255 AAT312                47.75           
##  53 BA75                  56.91           
## 120 CB156                 69.30           
## 364 MgSTS574B             74.88           
## 237 CC286                 96.77           
## 184 AG19                 113.25           
## 131 BD286                128.65           
## 313 MgSTS474             133.65           
## 413 MgSTS214             138.39           
##  92 CA220                143.61           
## 391 MgSTS425             157.89           
## 319 MgSTS95              169.39           
## 322 MgSTS50              173.53           
## 372 MgSTS535             177.36           
## 231 CC378                183.03           
## 
##  22 markers            log-likelihood: -2459.585
HGL3<-rf_graph_table(Ligação_grupo_3_1rm, axis.cex=.6, inter=FALSE)

GL3<-Ligação_grupo_3_1rm

We are going to create subgroup 1 of the group 3

set_map_fun(type = c("kosambi"))
LG3_inicial_f2 <- make_seq(LGs_f2, 3)
LG3_inicial_f2
## 
## Number of markers: 87
## Too many markers  - not printing their names
## 
## Parameters not estimated.
LG3_inicial_rcd_f2 <- rcd(LG3_inicial_f2)
## 
## order obtained using RCD algorithm:
## 
##  149 184 364 88 217 255 130 218 3 125 229 102 53 118 115 32 120 92 237 131 313 413 391 231 319 372 322 235 72 168 200 356 341 142 71 40 138 238 162 365 10 116 165 112 7 119 221 405 211 193 56 197 397 326 349 269 70 133 82 175 171 58 357 393 22 299 376 95 153 124 323 329 305 408 108 256 295 366 360 25 228 386 179 64 104 301 340 
## 
## calculating multipoint map using tol =  1e-04 .
LG3_inicial_f2_ord <- order_seq(input.seq = LG3_inicial_rcd_f2, n.init = 5,
                                subset.search = "twopt",
                                twopt.alg = "rcd", THRES = 3)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  184 364 88 217 255 130 218 3 125 229 102 53 118 115 32 120 92 237 131 313 413 391 231 319 372 322 235 72 168 200 356 341 142 71 40 138 238 162 365 10 116 165 112 7 119 221 405 211 193 56 197 397 326 349 269 70 133 82 175 171 58 357 393 22 299 376 95 153 124 323 329 305 408 108 256 295 366 360 25 228 386 179 64 104 301 340 149 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
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## 
## 
## 
## Running try algorithm
## 175 --> AAT374    : ......
## 386 --> MgSTS609  : ......
## 165 --> BB103C    : ......
## 162 --> CA258C    : ......
## 153 --> AA153C    : ......
## 397 --> MgSTS383  : ......
## 372 --> MgSTS535  : ......
## 319 --> MgSTS95   : ......
## 269 --> MgSTS27   : ......
## 171 --> AAT278    : ......
## 360 --> MgSTS293  : ......
## 408 --> MgSTS511  : ......
## 413 --> MgSTS214  : ......
## 313 --> MgSTS474  : .......
## 364 --> MgSTS574B : ........
## 221 --> BC128C    : .........
## 305 --> MgSTS70   : .........
## 218 --> BC586C    : .........
## 365 --> MgSTS574a : ..........
## 179 --> AAT372    : ..........
## 341 --> MgSTS34   : ..........
## 349 --> MgSTS509  : ..........
## 168 --> AAT261    : ..........
## 295 --> MgSTS308  : ..........
## 301 --> MgSTS48   : ..........
## 299 --> MgSTS43   : ..........
## 340 --> MgSTS37   : ..........
## 357 --> MgSTS351  : ..........
## 326 --> MgSTS388  : ..........
## 322 --> MgSTS50   : ..........
## 323 --> MgSTS75   : ...........
## 366 --> MgSTS579  : ...........
## 329 --> MgSTS332  : ...........
## 256 --> AAT283    : ...........
## 255 --> AAT312    : ...........
## 356 --> MgSTS251  : ...........
## 393 --> MgSTS435  : ...........
## 405 --> MgSTS441  : ...........
##  72 --> BB102     : ...........
##  56 --> BB281     : ...........
## 115 --> CB187     : ...........
## 120 --> CB156     : ............
## 116 --> CB173     : ............
## 112 --> CB246     : ............
## 119 --> CB162     : ............
## 108 --> CB309     : ............
## 102 --> CA131     : ............
##   3 --> AA404     : .............
##  53 --> BA75      : ..............
##  25 --> BA497     : ...............
## 130 --> BD292     : ...............
## 125 --> BD429     : ...............
## 131 --> BD286     : ................
## 142 --> BD170     : .................
## 124 --> BD433     : .................
## 200 --> BC334     : .................
## 211 --> BC131     : .................
## 237 --> CC286     : .................
## 235 --> CC330     : ..................
## 228 --> CC392     : ..................
##  71 --> BB119     : ..................
##  70 --> BB122     : ..................
##  58 --> BB259     : ..................
##  64 --> BB190     : ..................
## 118 --> CB166     : ..................
##  88 --> CA238     : ..................
##  92 --> CA220     : ..................
##  82 --> CA289     : ...................
##  95 --> CA198     : ...................
## 104 --> CA96      : ...................
##  10 --> AA280     : ...................
##  22 --> AA100     : ...................
##  32 --> BA384     : ...................
##  40 --> BA220     : ...................
## 138 --> BD209     : ....................
## 133 --> BD263     : ....................
## 217 --> BC70      : ....................
## 193 --> BC498     : ....................
## 197 --> BC379     : ....................
## 229 --> CC387     : ....................
## 231 --> CC378     : ....................
## 238 --> CC283     : ....................
## 
## LOD threshold = 3 
## 
## Positioned markers: 376 322 391 92 413 313 131 184 237 364 53 102 125 3 218 115 7 40 149 
## 
## Markers not placed on the map: 88 217 255 130 229 118 32 120 231 319 372 235 72 168 200 356 341 142 71 138 238 162 365 10 116 165 112 119 221 405 211 193 56 197 397 326 349 269 70 133 82 175 171 58 357 393 22 299 95 153 124 323 329 305 408 108 256 295 366 360 25 228 386 179 64 104 301 340 
## 
## 
## Calculating LOD-Scores
##  88 --> CA238     : ....................
## 217 --> BC70      : ....................
## 255 --> AAT312    : ....................
## 130 --> BD292     : ....................
## 229 --> CC387     : ....................
## 118 --> CB166     : ....................
##  32 --> BA384     : ....................
## 120 --> CB156     : ....................
## 231 --> CC378     : ....................
## 319 --> MgSTS95   : ....................
## 372 --> MgSTS535  : ....................
## 235 --> CC330     : ....................
##  72 --> BB102     : ....................
## 168 --> AAT261    : ....................
## 200 --> BC334     : ....................
## 356 --> MgSTS251  : ....................
## 341 --> MgSTS34   : ....................
## 142 --> BD170     : ....................
##  71 --> BB119     : ....................
## 138 --> BD209     : ....................
## 238 --> CC283     : ....................
## 162 --> CA258C    : ....................
## 365 --> MgSTS574a : ....................
##  10 --> AA280     : ....................
## 116 --> CB173     : ....................
## 165 --> BB103C    : ....................
## 112 --> CB246     : ....................
## 119 --> CB162     : ....................
## 221 --> BC128C    : ....................
## 405 --> MgSTS441  : ....................
## 211 --> BC131     : ....................
## 193 --> BC498     : ....................
##  56 --> BB281     : ....................
## 197 --> BC379     : ....................
## 397 --> MgSTS383  : ....................
## 326 --> MgSTS388  : ....................
## 349 --> MgSTS509  : ....................
## 269 --> MgSTS27   : ....................
##  70 --> BB122     : ....................
## 133 --> BD263     : ....................
##  82 --> CA289     : ....................
## 175 --> AAT374    : ....................
## 171 --> AAT278    : ....................
##  58 --> BB259     : ....................
## 357 --> MgSTS351  : ....................
## 393 --> MgSTS435  : ....................
##  22 --> AA100     : ....................
## 299 --> MgSTS43   : ....................
##  95 --> CA198     : ....................
## 153 --> AA153C    : ....................
## 124 --> BD433     : ....................
## 323 --> MgSTS75   : ....................
## 329 --> MgSTS332  : ....................
## 305 --> MgSTS70   : ....................
## 408 --> MgSTS511  : ....................
## 108 --> CB309     : ....................
## 256 --> AAT283    : ....................
## 295 --> MgSTS308  : ....................
## 366 --> MgSTS579  : ....................
## 360 --> MgSTS293  : ....................
##  25 --> BA497     : ....................
## 228 --> CC392     : ....................
## 386 --> MgSTS609  : ....................
## 179 --> AAT372    : ....................
##  64 --> BB190     : ....................
## 104 --> CA96      : ....................
## 301 --> MgSTS48   : ....................
## 340 --> MgSTS37   : ....................
## 
## 
## Placing remaining marker(s) at most likely position
## 162 --> CA258C    : ....................
## 200 --> BC334     : .....................
## 319 --> MgSTS95   : ......................
## 221 --> BC128C    : .......................
## 168 --> AAT261    : ........................
## 372 --> MgSTS535  : .........................
##  72 --> BB102     : ..........................
## 138 --> BD209     : ...........................
## 120 --> CB156     : ............................
##  10 --> AA280     : .............................
## 365 --> MgSTS574a : ..............................
## 238 --> CC283     : ...............................
## 130 --> BD292     : ................................
## 165 --> BB103C    : .................................
##  32 --> BA384     : ..................................
## 119 --> CB162     : ...................................
## 356 --> MgSTS251  : ....................................
## 231 --> CC378     : .....................................
## 116 --> CB173     : ......................................
##  71 --> BB119     : .......................................
##  25 --> BA497     : ........................................
## 217 --> BC70      : .........................................
## 118 --> CB166     : ..........................................
## 329 --> MgSTS332  : ...........................................
## 256 --> AAT283    : ............................................
## 142 --> BD170     : .............................................
## 179 --> AAT372    : ..............................................
## 112 --> CB246     : ...............................................
## 305 --> MgSTS70   : ................................................
## 108 --> CB309     : .................................................
## 295 --> MgSTS308  : ..................................................
## 408 --> MgSTS511  : ...................................................
## 366 --> MgSTS579  : ....................................................
##  95 --> CA198     : .....................................................
## 124 --> BD433     : ......................................................
##  88 --> CA238     : .......................................................
## 153 --> AA153C    : ........................................................
## 340 --> MgSTS37   : .........................................................
##  64 --> BB190     : ..........................................................
## 104 --> CA96      : ...........................................................
## 193 --> BC498     : ............................................................
##  22 --> AA100     : .............................................................
##  82 --> CA289     : ..............................................................
## 386 --> MgSTS609  : ...............................................................
##  58 --> BB259     : ................................................................
## 341 --> MgSTS34   : .................................................................
## 133 --> BD263     : ..................................................................
## 301 --> MgSTS48   : ...................................................................
## 299 --> MgSTS43   : ....................................................................
## 360 --> MgSTS293  : .....................................................................
## 326 --> MgSTS388  : ......................................................................
## 405 --> MgSTS441  : .......................................................................
## 229 --> CC387     : ........................................................................
## 397 --> MgSTS383  : .........................................................................
## 323 --> MgSTS75   : ..........................................................................
## 357 --> MgSTS351  : ...........................................................................
##  56 --> BB281     : ............................................................................
## 228 --> CC392     : .............................................................................
## 269 --> MgSTS27   : ..............................................................................
## 393 --> MgSTS435  : ...............................................................................
## 197 --> BC379     : ................................................................................
## 255 --> AAT312    : .................................................................................
##  70 --> BB122     : ..................................................................................
## 235 --> CC330     : ...................................................................................
## 211 --> BC131     : ....................................................................................
## 175 --> AAT374    : .....................................................................................
## 171 --> AAT278    : ......................................................................................
## 349 --> MgSTS509  : .......................................................................................
## 
## Estimating final genetic map using tol = 10E-5.
LG3_inicial_f2_ord
## 
## Best sequence found.
## Printing map:
## 
## Markers                Position           
## 
## 376 MgSTS539               0.00           
## 322 MgSTS50               64.59           
## 391 MgSTS425              78.62           
##  92 CA220                 92.94           
## 413 MgSTS214              98.19           
## 313 MgSTS474             102.95           
## 131 BD286                107.96           
## 184 AG19                 123.34           
## 237 CC286                139.60           
## 364 MgSTS574B            161.43           
##  53 BA75                 176.05           
## 102 CA131                183.35           
## 125 BD429                188.44           
##   3 AA404                191.74           
## 218 BC586C               198.17           
## 115 CB187                210.77           
##   7 AA361                281.98           
##  40 BA220                302.04           
## 149 BD68                 336.10           
## 
##  19 markers            log-likelihood: -2548.394 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 
## |     |  88 | 217 | 255 | 130 | 229 | 118 |  32 | 120 | 231 | 319 | 372 | 235 |  72 | 168 | 200 | 356 | 341 | 142 |  71 | 138 | 238 | 162 | 365 |  10 | 116 | 165 | 112 | 119 | 221 | 405 | 211 | 193 |  56 | 197 | 397 | 326 | 349 | 269 |  70 | 133 |  82 | 175 | 171 |  58 | 357 | 393 |  22 | 299 |  95 | 153 | 124 | 323 | 329 | 305 | 408 | 108 | 256 | 295 | 366 | 360 |  25 | 228 | 386 | 179 |  64 | 104 | 301 | 340 |
## |-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----| 
## |     |     |     |     |     |     |     |     |     |     |     |     | *   |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** | *** | **  | *** | **  | *** | *** | *** | *** | **  | *** | *** | **  | **  | *** | **  | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *   | *** | *** | *** | *** | *** | *** | *** |
## | 376 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     | *   |     |     | **  |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | **  | **  | *** | **  | *** | **  | **  | **  | **  | *** | **  | **  | *** | *** | **  | *** | **  | **  | **  | **  | **  | **  | **  | **  | **  | **  | **  | **  | **  | **  | **  | *** | **  | **  | **  | **  | **  | **  | **  |
## | 322 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     | *** | *** | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 391 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |  92 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 413 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 313 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 131 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 184 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 237 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     | **  |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 364 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     | *** |     |     |     |     |     | *   | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |  53 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     | **  |     | *   |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 102 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     | *** |     | *   |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 125 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     | **  |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |   3 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     | *   | *** | *** | *** | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 218 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     | *** | *   | *   | **  | **  |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 115 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     | **  |     |     | *   | *   |     |     |     |     |     | *** | *** | *** | *** | *** | *** | *** |     |     |     |     |     |     | *** | *   | *** | *** | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | **  |     |     |     |     |     |     | *   | **  |     |     |     |
## |   7 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *   | **  | **  | *** | *** | *** | *** | *** | *** | *   | *** | **  | *   |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |  40 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *   |     |     | *   |     | *   |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 149 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_3_inicial <- make_seq(LG3_inicial_f2_ord, "force"))
## 
## Printing map:
## 
## Markers                Position           
## 
## 256 AAT283                 0.00           
## 305 MgSTS70               26.56           
## 323 MgSTS75               33.20           
## 329 MgSTS332              36.95           
## 408 MgSTS511              43.51           
## 108 CB309                 50.73           
## 124 BD433                 75.32           
## 405 MgSTS441             100.11           
## 299 MgSTS43              121.49           
##  22 AA100                124.66           
## 393 MgSTS435             128.02           
## 357 MgSTS351             128.42           
## 153 AA153C               136.66           
##  95 CA198                144.95           
##  58 BB259                148.06           
## 211 BC131                149.33           
## 376 MgSTS539             152.28           
## 269 MgSTS27              158.82           
## 349 MgSTS509             160.52           
## 326 MgSTS388             160.82           
## 397 MgSTS383             161.91           
##  70 BB122                165.26           
## 175 AAT374               168.11           
##  56 BB281                174.64           
## 193 BC498                174.64           
##  82 CA289                179.50           
## 133 BD263                183.79           
## 171 AAT278               189.14           
## 197 BC379                201.29           
## 340 MgSTS37              220.91           
## 301 MgSTS48              223.82           
## 104 CA96                 228.83           
## 228 CC392                245.04           
##  25 BA497                253.90           
## 360 MgSTS293             260.68           
## 366 MgSTS579             265.88           
## 295 MgSTS308             268.57           
## 386 MgSTS609             276.54           
## 179 AAT372               284.97           
##  64 BB190                304.07           
## 231 CC378                707.02           
## 322 MgSTS50              712.58           
## 372 MgSTS535             716.60           
## 319 MgSTS95              721.45           
## 391 MgSTS425             732.59           
##  92 CA220                746.86           
## 413 MgSTS214             752.08           
## 313 MgSTS474             756.83           
## 131 BD286                761.83           
## 184 AG19                 777.21           
## 237 CC286                793.12           
##  88 CA238                810.74           
## 364 MgSTS574B            817.93           
## 120 CB156                824.02           
##  53 BA75                 837.94           
## 102 CA131                845.42           
## 125 BD429                850.70           
## 229 CC387                854.02           
##   3 AA404                854.02           
## 130 BD292                862.28           
## 218 BC586C               870.28           
## 118 CB166                877.57           
##  32 BA384                883.83           
## 255 AAT312               884.74           
## 115 CB187                897.45           
## 217 BC70                 907.09           
## 221 BC128C              1310.04           
## 235 CC330               1367.96           
##  72 BB102               1385.99           
## 168 AAT261              1402.76           
## 200 BC334               1413.22           
## 356 MgSTS251            1422.70           
## 341 MgSTS34             1431.42           
## 142 BD170               1440.38           
## 119 CB162               1451.27           
##   7 AA361               1459.40           
## 116 CB173               1463.97           
## 165 BB103C              1465.09           
##  71 BB119               1470.42           
## 112 CB246               1475.15           
## 138 BD209               1481.55           
## 238 CC283               1486.66           
## 162 CA258C              1489.87           
## 365 MgSTS574a           1493.88           
##  10 AA280               1499.41           
##  40 BA220               1507.44           
## 149 BD68                1541.57           
## 
##  87 markers            log-likelihood: -8874.393
#ripple_seq(Ligação_grupo_2, ws = 5, LOD = 6)
rf_graph_table(Ligação_grupo_3_inicial, axis.cex=.6, inter=FALSE)

Ligação_grupo_3_inicial
## 
## Printing map:
## 
## Markers                Position           
## 
## 256 AAT283                 0.00           
## 305 MgSTS70               26.56           
## 323 MgSTS75               33.20           
## 329 MgSTS332              36.95           
## 408 MgSTS511              43.51           
## 108 CB309                 50.73           
## 124 BD433                 75.32           
## 405 MgSTS441             100.11           
## 299 MgSTS43              121.49           
##  22 AA100                124.66           
## 393 MgSTS435             128.02           
## 357 MgSTS351             128.42           
## 153 AA153C               136.66           
##  95 CA198                144.95           
##  58 BB259                148.06           
## 211 BC131                149.33           
## 376 MgSTS539             152.28           
## 269 MgSTS27              158.82           
## 349 MgSTS509             160.52           
## 326 MgSTS388             160.82           
## 397 MgSTS383             161.91           
##  70 BB122                165.26           
## 175 AAT374               168.11           
##  56 BB281                174.64           
## 193 BC498                174.64           
##  82 CA289                179.50           
## 133 BD263                183.79           
## 171 AAT278               189.14           
## 197 BC379                201.29           
## 340 MgSTS37              220.91           
## 301 MgSTS48              223.82           
## 104 CA96                 228.83           
## 228 CC392                245.04           
##  25 BA497                253.90           
## 360 MgSTS293             260.68           
## 366 MgSTS579             265.88           
## 295 MgSTS308             268.57           
## 386 MgSTS609             276.54           
## 179 AAT372               284.97           
##  64 BB190                304.07           
## 231 CC378                707.02           
## 322 MgSTS50              712.58           
## 372 MgSTS535             716.60           
## 319 MgSTS95              721.45           
## 391 MgSTS425             732.59           
##  92 CA220                746.86           
## 413 MgSTS214             752.08           
## 313 MgSTS474             756.83           
## 131 BD286                761.83           
## 184 AG19                 777.21           
## 237 CC286                793.12           
##  88 CA238                810.74           
## 364 MgSTS574B            817.93           
## 120 CB156                824.02           
##  53 BA75                 837.94           
## 102 CA131                845.42           
## 125 BD429                850.70           
## 229 CC387                854.02           
##   3 AA404                854.02           
## 130 BD292                862.28           
## 218 BC586C               870.28           
## 118 CB166                877.57           
##  32 BA384                883.83           
## 255 AAT312               884.74           
## 115 CB187                897.45           
## 217 BC70                 907.09           
## 221 BC128C              1310.04           
## 235 CC330               1367.96           
##  72 BB102               1385.99           
## 168 AAT261              1402.76           
## 200 BC334               1413.22           
## 356 MgSTS251            1422.70           
## 341 MgSTS34             1431.42           
## 142 BD170               1440.38           
## 119 CB162               1451.27           
##   7 AA361               1459.40           
## 116 CB173               1463.97           
## 165 BB103C              1465.09           
##  71 BB119               1470.42           
## 112 CB246               1475.15           
## 138 BD209               1481.55           
## 238 CC283               1486.66           
## 162 CA258C              1489.87           
## 365 MgSTS574a           1493.88           
##  10 AA280               1499.41           
##  40 BA220               1507.44           
## 149 BD68                1541.57           
## 
##  87 markers            log-likelihood: -8874.393
set_map_fun(type = c("kosambi"))
SGL3_inicial <- group(LG3_inicial_f2, LOD=6, max.rf=0.24)
##    Selecting markers: 
##    group    1 
##     ..........................
##    group    2 
##     ...........................................................
SGL3_inicial
##   This is an object of class 'group'
##   It was generated from the object "LG3_inicial_f2"
## 
##   Criteria used to assign markers to groups:
##     LOD = 6 , Maximum recombination fraction = 0.24 
## 
##   No. markers:            87 
##   No. groups:             2 
##   No. linked markers:     85 
##   No. unlinked markers:   2 
## 
##   Printing groups:
##   Group 1 : 26 markers
##     AA404 BA384 BA75 CA238 CA220 CA131 CB187 CB166 CB156 BD429 BD292 BD286 AG19 BC70 BC586C CC387 CC378 CC286 AAT312 MgSTS474 MgSTS95 MgSTS50 MgSTS574B MgSTS535 MgSTS425 MgSTS214 
## 
##   Group 2 : 59 markers
##     AA361 AA280 AA100 BA497 BA220 BB281 BB259 BB190 BB122 BB119 BB102 CA289 CA198 CA96 CB309 CB246 CB173 CB162 BD433 BD263 BD209 BD170 AA153C CA258C BB103C AAT261 AAT278 AAT374 AAT372 BC498 BC379 BC334 BC131 CC392 CC330 CC283 AAT283 MgSTS27 MgSTS308 MgSTS43 MgSTS48 MgSTS70 MgSTS75 MgSTS388 MgSTS332 MgSTS37 MgSTS34 MgSTS509 MgSTS251 MgSTS351 MgSTS293 MgSTS574a MgSTS579 MgSTS539 MgSTS609 MgSTS435 MgSTS383 MgSTS441 MgSTS511 
## 
##   Unlinked markers: 2  markers
##     BD68 BC128C
SGL3_2_inicial<-make_seq(GL3_inicial, 2)

We are going to create subgroup 2 of the group 3

set_map_fun(type = c("kosambi"))
GL3_2_in <- group(SGL3_2_inicial, LOD=6, max.rf=0.14)
##    Selecting markers: 
##    group    1 
##     .................
##    group    2 
##     ................................
##    group    3 
##     .....
GL3_2_in
##   This is an object of class 'group'
##   It was generated from the object "SGL3_2_inicial"
## 
##   Criteria used to assign markers to groups:
##     LOD = 6 , Maximum recombination fraction = 0.14 
## 
##   No. markers:            59 
##   No. groups:             3 
##   No. linked markers:     54 
##   No. unlinked markers:   5 
## 
##   Printing groups:
##   Group 1 : 17 markers
##     AA361 AA280 BA220 BB119 CB246 CB173 CB162 BD209 BD170 CA258C BB103C AAT261 BC334 CC283 MgSTS34 MgSTS251 MgSTS574a 
## 
##   Group 2 : 32 markers
##     AA100 BA497 BB281 BB259 BB122 CA289 CA198 CA96 BD263 AA153C AAT278 AAT374 AAT372 BC498 BC379 BC131 CC392 MgSTS27 MgSTS308 MgSTS43 MgSTS48 MgSTS388 MgSTS37 MgSTS509 MgSTS351 MgSTS293 MgSTS579 MgSTS539 MgSTS609 MgSTS435 MgSTS383 MgSTS441 
## 
##   Group 3 : 5 markers
##     CB309 MgSTS70 MgSTS75 MgSTS332 MgSTS511 
## 
##   Unlinked markers: 5  markers
##     BB190 BB102 BD433 CC330 AAT283
GL3_2_1<-make_seq(GL3_2_in, 1)
LG3_2_1_f2 <- rcd(GL3_2_1)
## 
## order obtained using RCD algorithm:
## 
##  119 7 112 165 116 10 365 162 238 138 40 71 142 341 356 200 168 
## 
## calculating multipoint map using tol =  1e-04 .
LG3_2_1_f2
## 
## Printing map:
## 
## Markers                Position           
## 
## 119 CB162                  0.00           
##   7 AA361                 10.54           
## 112 CB246                 19.64           
## 165 BB103C                24.97           
## 116 CB173                 28.90           
##  10 AA280                 34.58           
## 365 MgSTS574a             37.67           
## 162 CA258C                41.54           
## 238 CC283                 45.06           
## 138 BD209                 50.94           
##  40 BA220                 58.46           
##  71 BB119                 65.99           
## 142 BD170                 65.99           
## 341 MgSTS34               75.55           
## 356 MgSTS251              84.31           
## 200 BC334                 93.76           
## 168 AAT261               104.52           
## 
##  17 markers            log-likelihood: -1631.963
LG3_2_1_f2_ord <- order_seq(input.seq = LG3_2_1_f2, n.init = 5,
                          subset.search = "twopt",
                          twopt.alg = "rcd", THRES = 3,
                          draw.try = FALSE, wait = 1)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  119 7 112 165 116 10 365 162 238 138 40 71 142 341 356 200 168 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
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## 
## 
## 
## Running try algorithm
## 165 --> BB103C    : ......
## 162 --> CA258C    : .......
## 365 --> MgSTS574a : ........
## 341 --> MgSTS34   : .........
## 356 --> MgSTS251  : ..........
## 112 --> CB246     : ...........
##   7 --> AA361     : ...........
## 200 --> BC334     : ...........
##  71 --> BB119     : ............
##  10 --> AA280     : ............
##  40 --> BA220     : .............
## 138 --> BD209     : ..............
## 
## LOD threshold = 3 
## 
## Positioned markers: 238 162 365 10 40 119 165 116 142 341 356 200 168 
## 
## Markers not placed on the map: 7 112 138 71 
## 
## 
## Calculating LOD-Scores
##   7 --> AA361     : ..............
## 112 --> CB246     : ..............
## 138 --> BD209     : ..............
##  71 --> BB119     : ..............
## 
## 
## Placing remaining marker(s) at most likely position
##   7 --> AA361     : ..............
## 138 --> BD209     : ...............
## 112 --> CB246     : ................
##  71 --> BB119     : .................
## 
## Estimating final genetic map using tol = 10E-5.
LG3_2_1_f2_ord
## 
## Best sequence found.
## Printing map:
## 
## Markers                Position           
## 
## 238 CC283                  0.00           
## 162 CA258C                 4.35           
## 365 MgSTS574a              8.26           
##  10 AA280                 12.22           
##  40 BA220                 18.05           
## 119 CB162                 23.00           
## 165 BB103C                30.62           
## 116 CB173                 31.69           
## 142 BD170                 38.52           
## 341 MgSTS34               47.73           
## 356 MgSTS251              56.61           
## 200 BC334                 66.32           
## 168 AAT261                77.20           
## 
##  13 markers            log-likelihood: -1350.066 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------- 
## |     |   7 | 112 | 138 |  71 |
## |-----|-----|-----|-----|-----| 
## |     |     | *   | *** |     |
## | 238 |     |     |     |     | 
## |     |     |     |     |     |
## | 162 |     |     |     |     | 
## |     |     |     |     |     |
## | 365 |     |     |     |     | 
## |     |     |     |     |     |
## |  10 |     |     |     |     | 
## |     |     |     |     |     |
## |  40 |     |     |     |     | 
## |     |     |     |     |     |
## | 119 |     |     |     |     | 
## |     |     | *   |     |     |
## | 165 |     |     |     |     | 
## |     |     |     |     |     |
## | 116 |     |     |     |     | 
## |     | *** | *** |     | **  |
## | 142 |     |     |     |     | 
## |     |     |     |     | *** |
## | 341 |     |     |     |     | 
## |     |     |     |     |     |
## | 356 |     |     |     |     | 
## |     |     |     |     |     |
## | 200 |     |     |     |     | 
## |     |     |     |     |     |
## | 168 |     |     |     |     | 
## |     |     |     |     |     |
## ------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_3_2_1 <- make_seq(LG3_2_1_f2_ord, "force"))
## 
## Printing map:
## 
## Markers                Position           
## 
## 138 BD209                  0.00           
## 238 CC283                  7.23           
## 162 CA258C                11.54           
## 365 MgSTS574a             15.45           
##  10 AA280                 19.43           
##  40 BA220                 25.29           
## 119 CB162                 29.22           
## 112 CB246                 38.60           
## 165 BB103C                43.10           
## 116 CB173                 43.99           
##   7 AA361                 47.94           
## 142 BD170                 54.95           
##  71 BB119                 54.95           
## 341 MgSTS34               64.79           
## 356 MgSTS251              73.53           
## 200 BC334                 82.95           
## 168 AAT261                93.71           
## 
##  17 markers            log-likelihood: -1605.282
#ripple_seq(Ligação_grupo_2, ws = 5, LOD = 6)
rf_graph_table(Ligação_grupo_3_2_1, axis.cex=.6, inter=FALSE)

Ligação_grupo_3_2_1
## 
## Printing map:
## 
## Markers                Position           
## 
## 138 BD209                  0.00           
## 238 CC283                  7.23           
## 162 CA258C                11.54           
## 365 MgSTS574a             15.45           
##  10 AA280                 19.43           
##  40 BA220                 25.29           
## 119 CB162                 29.22           
## 112 CB246                 38.60           
## 165 BB103C                43.10           
## 116 CB173                 43.99           
##   7 AA361                 47.94           
## 142 BD170                 54.95           
##  71 BB119                 54.95           
## 341 MgSTS34               64.79           
## 356 MgSTS251              73.53           
## 200 BC334                 82.95           
## 168 AAT261                93.71           
## 
##  17 markers            log-likelihood: -1605.282
LG3_2_1_seq_f2_rm <- drop_marker(Ligação_grupo_3_2_1, c( 71,165, 341))
LG3_2_1_rcd_f2_rm <- rcd(LG3_2_1_seq_f2_rm)
## 
## order obtained using RCD algorithm:
## 
##  119 142 112 7 40 10 116 365 162 238 138 356 200 168 
## 
## calculating multipoint map using tol =  1e-04 .
LG3_2_1_rcd_f2_rm
## 
## Printing map:
## 
## Markers                Position           
## 
## 119 CB162                  0.00           
## 142 BD170                 14.13           
## 112 CB246                 24.84           
##   7 AA361                 34.10           
##  40 BA220                 37.44           
##  10 AA280                 43.41           
## 116 CB173                 44.81           
## 365 MgSTS574a             47.46           
## 162 CA258C                51.48           
## 238 CC283                 55.55           
## 138 BD209                 62.32           
## 356 MgSTS251              88.60           
## 200 BC334                 98.64           
## 168 AAT261               109.91           
## 
##  14 markers            log-likelihood: -1377.08
LG3_2_1_f2_ord_rm <- order_seq(input.seq = LG3_2_1_rcd_f2_rm, n.init = 5,
                             subset.search = "twopt",
                             twopt.alg = "rcd", THRES = 3,
                             draw.try = FALSE, wait = 1)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  119 142 112 7 40 10 116 365 162 238 138 356 200 168 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
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## 
## 
## 
## Running try algorithm
## 162 --> CA258C    : ......
## 356 --> MgSTS251  : .......
## 112 --> CB246     : ........
## 116 --> CB173     : ........
## 142 --> BD170     : ........
## 200 --> BC334     : .........
##  10 --> AA280     : ..........
##  40 --> BA220     : ..........
## 238 --> CC283     : ...........
## 
## LOD threshold = 3 
## 
## Positioned markers: 119 40 138 162 365 7 142 356 200 168 
## 
## Markers not placed on the map: 112 10 116 238 
## 
## 
## Calculating LOD-Scores
## 112 --> CB246     : ...........
##  10 --> AA280     : ...........
## 116 --> CB173     : ...........
## 238 --> CC283     : ...........
## 
## 
## Placing remaining marker(s) at most likely position
## 116 --> CB173     : ...........
##  10 --> AA280     : ............
## 112 --> CB246     : .............
## 238 --> CC283     : ..............
## 
## Estimating final genetic map using tol = 10E-5.
LG3_2_1_f2_ord_rm
## 
## Best sequence found.
## Printing map:
## 
## Markers                Position           
## 
## 119 CB162                  0.00           
##  40 BA220                  5.57           
## 138 BD209                 12.83           
## 162 CA258C                17.10           
## 365 MgSTS574a             21.23           
##   7 AA361                 27.48           
## 142 BD170                 36.44           
## 356 MgSTS251              54.23           
## 200 BC334                 63.16           
## 168 AAT261                74.22           
## 
##  10 markers            log-likelihood: -1129.19 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------- 
## |     | 112 |  10 | 116 | 238 |
## |-----|-----|-----|-----|-----| 
## |     |     |     |     |     |
## | 119 |     |     |     |     | 
## |     |     |     |     |     |
## |  40 |     |     |     |     | 
## |     |     |     |     | *   |
## | 138 |     |     |     |     | 
## |     |     |     |     | *** |
## | 162 |     |     |     |     | 
## |     |     |     |     | **  |
## | 365 |     |     |     |     | 
## |     | *** | *** | *** |     |
## |   7 |     |     |     |     | 
## |     |     |     |     |     |
## | 142 |     |     |     |     | 
## |     |     |     |     |     |
## | 356 |     |     |     |     | 
## |     |     |     |     |     |
## | 200 |     |     |     |     | 
## |     |     |     |     |     |
## | 168 |     |     |     |     | 
## |     |     |     |     |     |
## ------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_3_2_1rm <- make_seq(LG3_2_1_f2_ord_rm, "force"))
## 
## Printing map:
## 
## Markers                Position           
## 
## 119 CB162                  0.00           
##  40 BA220                  5.50           
## 138 BD209                 12.61           
## 238 CC283                 18.08           
## 162 CA258C                21.37           
## 112 CB246                 26.09           
## 365 MgSTS574a             29.70           
##  10 AA280                 32.61           
## 116 CB173                 32.61           
##   7 AA361                 38.47           
## 142 BD170                 47.61           
## 356 MgSTS251              65.96           
## 200 BC334                 74.79           
## 168 AAT261                85.86           
## 
##  14 markers            log-likelihood: -1345.181
HGL7<-rf_graph_table(Ligação_grupo_3_2_1rm, axis.cex=.6, inter=FALSE)

GL7<-Ligação_grupo_3_2_1rm
set_map_fun(type = c("kosambi"))
GL3_2_in <- group(SGL3_2_inicial, LOD=6, max.rf=0.14)
##    Selecting markers: 
##    group    1 
##     .................
##    group    2 
##     ................................
##    group    3 
##     .....
GL3_2_in
##   This is an object of class 'group'
##   It was generated from the object "SGL3_2_inicial"
## 
##   Criteria used to assign markers to groups:
##     LOD = 6 , Maximum recombination fraction = 0.14 
## 
##   No. markers:            59 
##   No. groups:             3 
##   No. linked markers:     54 
##   No. unlinked markers:   5 
## 
##   Printing groups:
##   Group 1 : 17 markers
##     AA361 AA280 BA220 BB119 CB246 CB173 CB162 BD209 BD170 CA258C BB103C AAT261 BC334 CC283 MgSTS34 MgSTS251 MgSTS574a 
## 
##   Group 2 : 32 markers
##     AA100 BA497 BB281 BB259 BB122 CA289 CA198 CA96 BD263 AA153C AAT278 AAT374 AAT372 BC498 BC379 BC131 CC392 MgSTS27 MgSTS308 MgSTS43 MgSTS48 MgSTS388 MgSTS37 MgSTS509 MgSTS351 MgSTS293 MgSTS579 MgSTS539 MgSTS609 MgSTS435 MgSTS383 MgSTS441 
## 
##   Group 3 : 5 markers
##     CB309 MgSTS70 MgSTS75 MgSTS332 MgSTS511 
## 
##   Unlinked markers: 5  markers
##     BB190 BB102 BD433 CC330 AAT283
GL3_2_2_in<-make_seq(GL3_2_in, 2)
GL3_2_3_in<-make_seq(GL3_2_in, 3)
str(GL3_2_3_in)
## List of 6
##  $ seq.num   : int [1:5] 108 305 323 329 408
##  $ seq.phases: num -1
##  $ seq.rf    : num -1
##  $ seq.like  : NULL
##  $ data.name : chr "fake_f2_onemap"
##  $ twopt     : chr "twopts_f2"
##  - attr(*, "class")= chr "sequence"
GL3_2_2 <- add_marker(GL3_2_2_in, c(108, 305, 323, 329, 408))
GL3_2_2
## 
## Number of markers: 37
## Markers in the sequence:
## AA100 BA497 BB281 BB259 BB122 CA289 CA198 CA96 BD263 AA153C AAT278 AAT374 
## AAT372 BC498 BC379 BC131 CC392 MgSTS27 MgSTS308 MgSTS43 MgSTS48 MgSTS388 
## MgSTS37 MgSTS509 MgSTS351 MgSTS293 MgSTS579 MgSTS539 MgSTS609 MgSTS435 
## MgSTS383 MgSTS441 CB309 MgSTS70 MgSTS75 MgSTS332 MgSTS511
## 
## Parameters not estimated.

Finally, we have the new subgroup 2 of the group 3 adding the markers (108, 305, 323, 329, 408) to group 2. Now repeat the previous steps for the creation of the previous linking groups.

LG3_2_2_f2 <- rcd(GL3_2_2)
## 
## order obtained using RCD algorithm:
## 
##  25 228 179 386 295 366 360 340 301 104 197 56 193 211 133 70 326 349 397 269 175 82 171 58 357 393 22 299 376 95 153 405 323 329 305 408 108 
## 
## calculating multipoint map using tol =  1e-04 .
LG3_2_2_f2
## 
## Printing map:
## 
## Markers               Position           
## 
##  25 BA497                 0.00           
## 228 CC392                10.46           
## 179 AAT372               25.43           
## 386 MgSTS609             33.51           
## 295 MgSTS308             41.50           
## 366 MgSTS579             44.29           
## 360 MgSTS293             49.59           
## 340 MgSTS37              64.95           
## 301 MgSTS48              67.82           
## 104 CA96                 72.31           
## 197 BC379                89.99           
##  56 BB281                91.18           
## 193 BC498               102.97           
## 211 BC131               104.45           
## 133 BD263               108.10           
##  70 BB122               110.51           
## 326 MgSTS388            113.01           
## 349 MgSTS509            113.29           
## 397 MgSTS383            114.54           
## 269 MgSTS27             117.13           
## 175 AAT374              122.95           
##  82 CA289               127.92           
## 171 AAT278              133.69           
##  58 BB259               148.40           
## 357 MgSTS351            151.99           
## 393 MgSTS435            152.50           
##  22 AA100               156.18           
## 299 MgSTS43             159.15           
## 376 MgSTS539            168.45           
##  95 CA198               174.32           
## 153 AA153C              182.91           
## 405 MgSTS441            202.43           
## 323 MgSTS75             243.41           
## 329 MgSTS332            247.87           
## 305 MgSTS70             252.91           
## 408 MgSTS511            262.26           
## 108 CB309               269.80           
## 
##  37 markers            log-likelihood: -3644.489
LG3_2_2_f2_ord <- order_seq(input.seq = LG3_2_2_f2, n.init = 5,
                            subset.search = "twopt",
                            twopt.alg = "rcd", THRES = 3,
                            draw.try = FALSE, wait = 1)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  25 228 179 386 295 366 360 340 301 104 197 56 193 211 133 70 326 349 397 269 175 82 171 58 357 393 22 299 376 95 153 405 323 329 305 408 108 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
## 
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## 
## 
## 
## Running try algorithm
## 175 --> AAT374    : ......
## 386 --> MgSTS609  : ......
## 153 --> AA153C    : .......
## 269 --> MgSTS27   : .......
## 171 --> AAT278    : .......
## 360 --> MgSTS293  : ........
## 376 --> MgSTS539  : .........
## 408 --> MgSTS511  : ..........
## 305 --> MgSTS70   : ..........
## 179 --> AAT372    : ...........
## 349 --> MgSTS509  : ............
## 295 --> MgSTS308  : ............
## 301 --> MgSTS48   : .............
## 340 --> MgSTS37   : .............
## 357 --> MgSTS351  : .............
## 326 --> MgSTS388  : ..............
## 323 --> MgSTS75   : ..............
## 366 --> MgSTS579  : ...............
## 329 --> MgSTS332  : ................
## 393 --> MgSTS435  : ................
## 405 --> MgSTS441  : ................
##  56 --> BB281     : ................
## 211 --> BC131     : ................
## 228 --> CC392     : ................
##  70 --> BB122     : ................
##  58 --> BB259     : .................
##  82 --> CA289     : .................
##  95 --> CA198     : .................
##  22 --> AA100     : .................
## 133 --> BD263     : ..................
## 197 --> BC379     : ..................
## 193 --> BC498     : ...................
## 
## LOD threshold = 3 
## 
## Positioned markers: 179 386 295 366 360 25 104 197 171 70 397 376 357 22 299 323 305 108 
## 
## Markers not placed on the map: 228 340 301 56 193 211 133 326 349 269 175 82 58 393 95 153 405 329 408 
## 
## 
## Calculating LOD-Scores
## 228 --> CC392     : ...................
## 340 --> MgSTS37   : ...................
## 301 --> MgSTS48   : ...................
##  56 --> BB281     : ...................
## 193 --> BC498     : ...................
## 211 --> BC131     : ...................
## 133 --> BD263     : ...................
## 326 --> MgSTS388  : ...................
## 349 --> MgSTS509  : ...................
## 269 --> MgSTS27   : ...................
## 175 --> AAT374    : ...................
##  82 --> CA289     : ...................
##  58 --> BB259     : ...................
## 393 --> MgSTS435  : ...................
##  95 --> CA198     : ...................
## 153 --> AA153C    : ...................
## 405 --> MgSTS441  : ...................
## 329 --> MgSTS332  : ...................
## 408 --> MgSTS511  : ...................
## 
## 
## Placing remaining marker(s) at most likely position
## 408 --> MgSTS511  : ...................
## 133 --> BD263     : ....................
##  58 --> BB259     : .....................
##  95 --> CA198     : ......................
## 405 --> MgSTS441  : .......................
## 329 --> MgSTS332  : ........................
##  56 --> BB281     : .........................
## 393 --> MgSTS435  : ..........................
##  82 --> CA289     : ...........................
## 301 --> MgSTS48   : ............................
## 228 --> CC392     : .............................
## 153 --> AA153C    : ..............................
## 269 --> MgSTS27   : ...............................
## 349 --> MgSTS509  : ................................
## 175 --> AAT374    : .................................
## 193 --> BC498     : ..................................
## 326 --> MgSTS388  : ...................................
## 340 --> MgSTS37   : ....................................
## 211 --> BC131     : .....................................
## 
## Estimating final genetic map using tol = 10E-5.
LG3_2_2_f2_ord
## 
## Best sequence found.
## Printing map:
## 
## Markers               Position           
## 
## 179 AAT372                0.00           
## 386 MgSTS609              8.52           
## 295 MgSTS308             16.48           
## 366 MgSTS579             19.18           
## 360 MgSTS293             24.39           
##  25 BA497                32.25           
## 104 CA96                 44.00           
## 197 BC379                62.27           
## 171 AAT278               75.27           
##  70 BB122                80.62           
## 397 MgSTS383             85.34           
## 376 MgSTS539             91.79           
## 357 MgSTS351             97.06           
##  22 AA100               100.75           
## 299 MgSTS43             103.98           
## 323 MgSTS75             134.46           
## 305 MgSTS70             142.09           
## 108 CB309               156.41           
## 
##  18 markers            log-likelihood: -2161.109 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------------------------------------------------------------------------------------- 
## |     | 228 | 340 | 301 |  56 | 193 | 211 | 133 | 326 | 349 | 269 | 175 |  82 |  58 | 393 |  95 | 153 | 405 | 329 | 408 |
## |-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----| 
## |     | **  |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 179 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 386 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 295 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 366 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 360 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |  25 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     | *** | *** | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 104 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     | **  | *   |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 197 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 171 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     | **  |     | *** |     |     |     | **  | *** |     |     |     |     |     |     |     |
## |  70 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     | *** |     |     | *** | **  | **  | *** | *   |     |     |     |     |     |     |     |
## | 397 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     | **  |     | **  | *** | *** |     |     |     |     |     |     |     |     |     |
## | 376 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     | *** |     |     |     |     |     |     | *** | *   | *** |     |     |     |     |
## | 357 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** |     | *** |     |     |     |
## |  22 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 299 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | **  | *** |     |     |
## | 323 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** |     |
## | 305 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** |
## | 108 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## ------------------------------------------------------------------------------------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_3_2_2 <- make_seq(LG3_2_2_f2_ord, "force"))
## 
## Printing map:
## 
## Markers               Position           
## 
## 179 AAT372                0.00           
## 386 MgSTS609              8.52           
## 295 MgSTS308             16.47           
## 366 MgSTS579             19.17           
## 360 MgSTS293             24.37           
##  25 BA497                31.02           
## 228 CC392                39.71           
## 340 MgSTS37              59.10           
## 301 MgSTS48              61.91           
## 104 CA96                 66.40           
## 197 BC379                84.53           
##  56 BB281                84.54           
## 171 AAT278               97.21           
## 133 BD263               101.25           
##  82 CA289               104.57           
## 193 BC498               108.33           
## 175 AAT374              112.33           
##  70 BB122               115.15           
## 397 MgSTS383            118.45           
## 326 MgSTS388            119.54           
## 349 MgSTS509            119.85           
## 269 MgSTS27             121.55           
## 376 MgSTS539            128.24           
## 211 BC131               132.03           
##  95 CA198               135.68           
##  58 BB259               139.24           
## 357 MgSTS351            141.93           
## 393 MgSTS435            142.36           
##  22 AA100               146.02           
## 299 MgSTS43             149.09           
## 153 AA153C              158.99           
## 405 MgSTS441            178.36           
## 323 MgSTS75             218.42           
## 305 MgSTS70             225.48           
## 329 MgSTS332            230.27           
## 408 MgSTS511            236.69           
## 108 CB309               243.87           
## 
##  37 markers            log-likelihood: -3477.26
#ripple_seq(Ligação_grupo_2, ws = 5, LOD = 6)
rf_graph_table(Ligação_grupo_3_2_2, axis.cex=.6, inter=FALSE)

Ligação_grupo_3_2_2
## 
## Printing map:
## 
## Markers               Position           
## 
## 179 AAT372                0.00           
## 386 MgSTS609              8.52           
## 295 MgSTS308             16.47           
## 366 MgSTS579             19.17           
## 360 MgSTS293             24.37           
##  25 BA497                31.02           
## 228 CC392                39.71           
## 340 MgSTS37              59.10           
## 301 MgSTS48              61.91           
## 104 CA96                 66.40           
## 197 BC379                84.53           
##  56 BB281                84.54           
## 171 AAT278               97.21           
## 133 BD263               101.25           
##  82 CA289               104.57           
## 193 BC498               108.33           
## 175 AAT374              112.33           
##  70 BB122               115.15           
## 397 MgSTS383            118.45           
## 326 MgSTS388            119.54           
## 349 MgSTS509            119.85           
## 269 MgSTS27             121.55           
## 376 MgSTS539            128.24           
## 211 BC131               132.03           
##  95 CA198               135.68           
##  58 BB259               139.24           
## 357 MgSTS351            141.93           
## 393 MgSTS435            142.36           
##  22 AA100               146.02           
## 299 MgSTS43             149.09           
## 153 AA153C              158.99           
## 405 MgSTS441            178.36           
## 323 MgSTS75             218.42           
## 305 MgSTS70             225.48           
## 329 MgSTS332            230.27           
## 408 MgSTS511            236.69           
## 108 CB309               243.87           
## 
##  37 markers            log-likelihood: -3477.26
LG3_2_2_seq_f2_rm <- drop_marker(Ligação_grupo_3_2_2, c( 397, 171, 405))
LG3_2_2_rcd_f2_rm <- rcd(LG3_2_2_seq_f2_rm)
## 
## order obtained using RCD algorithm:
## 
##  25 228 179 386 295 366 360 340 301 104 197 56 193 211 133 70 326 349 269 175 82 58 357 393 22 299 376 95 153 329 323 305 408 108 
## 
## calculating multipoint map using tol =  1e-04 .
LG3_2_2_rcd_f2_rm
## 
## Printing map:
## 
## Markers               Position           
## 
##  25 BA497                 0.00           
## 228 CC392                10.46           
## 179 AAT372               25.43           
## 386 MgSTS609             33.51           
## 295 MgSTS308             41.50           
## 366 MgSTS579             44.29           
## 360 MgSTS293             49.59           
## 340 MgSTS37              64.95           
## 301 MgSTS48              67.82           
## 104 CA96                 72.30           
## 197 BC379                89.97           
##  56 BB281                91.26           
## 193 BC498               102.93           
## 211 BC131               104.59           
## 133 BD263               108.06           
##  70 BB122               110.47           
## 326 MgSTS388            112.75           
## 349 MgSTS509            113.06           
## 269 MgSTS27             114.86           
## 175 AAT374              120.52           
##  82 CA289               126.76           
##  58 BB259               136.63           
## 357 MgSTS351            139.24           
## 393 MgSTS435            139.73           
##  22 AA100               143.23           
## 299 MgSTS43             146.02           
## 376 MgSTS539            155.27           
##  95 CA198               161.25           
## 153 AA153C              169.86           
## 329 MgSTS332            211.68           
## 323 MgSTS75             215.28           
## 305 MgSTS70             221.81           
## 408 MgSTS511            231.25           
## 108 CB309               238.82           
## 
##  34 markers            log-likelihood: -3329.097
LG3_2_2_f2_ord_rm <- order_seq(input.seq = LG3_2_2_rcd_f2_rm, n.init = 5,
                               subset.search = "twopt",
                               twopt.alg = "rcd", THRES = 3,
                               draw.try = FALSE, wait = 1)
## 
## Cross type:  f2 
## Choosing initial subset using 'two-point' approach
## 
## order obtained using RCD algorithm:
## 
##  25 228 179 386 295 366 360 340 301 104 197 56 193 211 133 70 326 349 269 175 82 58 357 393 22 299 376 95 153 329 323 305 408 108 
## 
## calculating multipoint map using tol =  0.1 .
## 
## 
## Comparing 60 orders:     
## 
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## 
## 
## 
## Running try algorithm
## 175 --> AAT374    : ......
## 386 --> MgSTS609  : ......
## 153 --> AA153C    : .......
## 269 --> MgSTS27   : .......
## 360 --> MgSTS293  : .......
## 376 --> MgSTS539  : .......
## 408 --> MgSTS511  : ........
## 305 --> MgSTS70   : ........
## 179 --> AAT372    : .........
## 295 --> MgSTS308  : ..........
## 340 --> MgSTS37   : ...........
## 357 --> MgSTS351  : ...........
## 326 --> MgSTS388  : ............
## 323 --> MgSTS75   : ............
## 366 --> MgSTS579  : .............
## 329 --> MgSTS332  : ..............
## 393 --> MgSTS435  : ..............
##  56 --> BB281     : ..............
## 211 --> BC131     : ...............
## 228 --> CC392     : ...............
##  70 --> BB122     : ...............
##  58 --> BB259     : ...............
## 104 --> CA96      : ...............
##  82 --> CA289     : ................
##  95 --> CA198     : ................
##  22 --> AA100     : ................
## 133 --> BD263     : .................
## 197 --> BC379     : .................
## 193 --> BC498     : .................
## 
## LOD threshold = 3 
## 
## Positioned markers: 179 386 295 366 25 104 301 56 349 376 357 22 299 323 305 108 
## 
## Markers not placed on the map: 228 360 340 197 193 211 133 70 326 269 175 82 58 393 95 153 329 408 
## 
## 
## Calculating LOD-Scores
## 228 --> CC392     : .................
## 360 --> MgSTS293  : .................
## 340 --> MgSTS37   : .................
## 197 --> BC379     : .................
## 193 --> BC498     : .................
## 211 --> BC131     : .................
## 133 --> BD263     : .................
##  70 --> BB122     : .................
## 326 --> MgSTS388  : .................
## 269 --> MgSTS27   : .................
## 175 --> AAT374    : .................
##  82 --> CA289     : .................
##  58 --> BB259     : .................
## 393 --> MgSTS435  : .................
##  95 --> CA198     : .................
## 153 --> AA153C    : .................
## 329 --> MgSTS332  : .................
## 408 --> MgSTS511  : .................
## 
## 
## Placing remaining marker(s) at most likely position
## 175 --> AAT374    : .................
## 408 --> MgSTS511  : ..................
## 360 --> MgSTS293  : ...................
##  58 --> BB259     : ....................
##  95 --> CA198     : .....................
## 211 --> BC131     : ......................
## 269 --> MgSTS27   : .......................
## 329 --> MgSTS332  : ........................
## 326 --> MgSTS388  : .........................
## 393 --> MgSTS435  : ..........................
## 133 --> BD263     : ...........................
## 153 --> AA153C    : ............................
## 228 --> CC392     : .............................
##  70 --> BB122     : ..............................
## 340 --> MgSTS37   : ...............................
##  82 --> CA289     : ................................
## 193 --> BC498     : .................................
## 197 --> BC379     : ..................................
## 
## Estimating final genetic map using tol = 10E-5.
LG3_2_2_f2_ord_rm
## 
## Best sequence found.
## Printing map:
## 
## Markers               Position           
## 
## 179 AAT372                0.00           
## 386 MgSTS609              8.41           
## 295 MgSTS308             16.11           
## 366 MgSTS579             18.64           
##  25 BA497                27.30           
## 104 CA96                 45.28           
## 301 MgSTS48              48.94           
##  56 BB281                63.34           
## 349 MgSTS509             70.55           
## 376 MgSTS539             76.00           
## 357 MgSTS351             81.36           
##  22 AA100                85.14           
## 299 MgSTS43              88.35           
## 323 MgSTS75             119.29           
## 305 MgSTS70             126.93           
## 108 CB309               141.25           
## 
##  16 markers            log-likelihood: -1971.109 
## 
## 
## 
## The following markers could not be uniquely positioned.
## Printing most likely positions for each unpositioned marker:
## 
## ------------------------------------------------------------------------------------------------------------------- 
## |     | 228 | 360 | 340 | 197 | 193 | 211 | 133 |  70 | 326 | 269 | 175 |  82 |  58 | 393 |  95 | 153 | 329 | 408 |
## |-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----|-----| 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 179 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 386 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 295 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 366 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     | **  | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## |  25 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     | *** |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 104 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     | **  |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 301 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     | *** | *** | **  |     | *   | **  |     |     |     | **  |     |     |     |     |     |     |
## |  56 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     | **  | *** |     | *** | *** | *** | *** | *** | *** |     |     |     |     |     |     |
## | 349 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     | *** |     |     |     |     |     |     |     |     |     |     |     |     |
## | 376 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     | *** | *   | *** |     |     |     |
## | 357 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** |     | *** |     |     |
## |  22 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## | 299 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | **  |     |     |
## | 323 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** |     |
## | 305 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | *** |
## | 108 |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     | 
## |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |     |
## ------------------------------------------------------------------------------------------------------------------- 
## 
## '***' indicates the most likely position(s) (LOD = 0.0)
## 
## '**' indicates very likely positions (LOD > -1.0)
## 
## '*' indicates likely positions (LOD > -2.0)
(Ligação_grupo_3_2_2rm <- make_seq(LG3_2_2_f2_ord_rm, "force"))
## 
## Printing map:
## 
## Markers               Position           
## 
## 179 AAT372                0.00           
## 386 MgSTS609              8.52           
## 295 MgSTS308             16.47           
## 366 MgSTS579             19.16           
## 360 MgSTS293             24.36           
##  25 BA497                31.14           
## 228 CC392                39.98           
## 104 CA96                 56.40           
## 301 MgSTS48              61.42           
## 340 MgSTS37              64.34           
##  56 BB281                86.72           
## 197 BC379                86.72           
##  82 CA289                95.76           
## 193 BC498                99.14           
## 175 AAT374              103.02           
## 133 BD263               106.38           
##  70 BB122               107.98           
## 326 MgSTS388            109.73           
## 349 MgSTS509            110.03           
## 269 MgSTS27             111.89           
## 211 BC131               118.74           
## 376 MgSTS539            122.02           
##  95 CA198               127.56           
##  58 BB259               130.60           
## 357 MgSTS351            132.86           
## 393 MgSTS435            133.30           
##  22 AA100               136.87           
## 299 MgSTS43             139.83           
## 153 AA153C              149.76           
## 323 MgSTS75             190.95           
## 305 MgSTS70             198.02           
## 329 MgSTS332            202.83           
## 408 MgSTS511            209.25           
## 108 CB309               216.42           
## 
##  34 markers            log-likelihood: -3188.257
HGL10<-rf_graph_table(Ligação_grupo_3_2_2rm, axis.cex=.6, inter=FALSE)

GL10<-Ligação_grupo_3_2_2rm

At lastly, we can to draw our GENETIC MAP

First we have to create a list of ordered linkage groups

maps <- list(GL1, GL2, GL3, GL4,GL5, GL6, GL7, GL8, GL9, GL10, GL11, GL12, GL13, GL14)

Construct the linkage map

draw_map(maps, names= TRUE, grid=FALSE, cex.grp = 1, cex.mrk=.5)

heatmaps obtained of the linked groups

HGL1<-rf_graph_table(Ligação_grupo_1_1rm, axis.cex=.6, inter=FALSE)

HGL2<-rf_graph_table(Ligação_grupo_2, axis.cex=.6, inter=FALSE)

HGL3<-rf_graph_table(Ligação_grupo_3_1rm, axis.cex=.6, inter=FALSE)

HGL4<- rf_graph_table(Ligação_grupo_4rm, axis.cex=.6, inter=FALSE)

HGL5<-rf_graph_table(Ligação_grupo_5rm, axis.cex=.6, inter=FALSE)

HGL6<-rf_graph_table(Ligação_grupo_6rm, axis.cex=.6, inter=FALSE)

HGL7<-rf_graph_table(Ligação_grupo_3_2_1rm, axis.cex=.6, inter=FALSE)

HGL8<-rf_graph_table(Ligação_grupo_7, axis.cex=.6, inter=FALSE)

HGL9<-rf_graph_table(Ligação_grupo_8rm, axis.cex=.6, inter=FALSE)

HGL10<-rf_graph_table(Ligação_grupo_3_2_2rm, axis.cex=.6, inter=FALSE)

HGL11<-rf_graph_table(Ligação_grupo_1_3rm, axis.cex=.6, inter=FALSE)

HGL12<-rf_graph_table(Ligação_grupo_9rm, axis.cex=.6, inter=FALSE)

HGL13<-rf_graph_table(Ligação_grupo_10, axis.cex=.6, inter=FALSE)

HGL14<-rf_graph_table(Ligação_grupo_1_2rm, axis.cex=.6, inter=FALSE)