install.packages("pacman")
## Installing package into '/cloud/lib/x86_64-pc-linux-gnu-library/4.4'
## (as 'lib' is unspecified)
library("pacman")
p_load("readr","ggplot2","dplyr")
PCR <- read.csv(file = "https://raw.githubusercontent.com/ManuelLaraMVZ/Transcript-mica/main/datos_miRNAs.csv")
head(PCR)
## Gen Condicion Cx1 Cx2 Cx3 T1 T2 T3
## 1 U6 snRNA-001973 Control 13.7904 11.7446 11.9293 13.1954 12.9566 12.6417
## 2 ath-miR159a-000338 Target 35.0000 35.0000 35.0000 35.0000 35.0000 35.0000
## 3 hsa-let-7a-000377 Target 20.4943 21.0031 21.0073 20.3820 19.5925 20.9335
## 4 hsa-let-7b-002619 Target 18.3545 19.0325 19.1368 18.2551 17.4500 18.9675
## 5 hsa-let-7c-000379 Target 22.1791 23.6921 23.7763 22.9127 21.9639 23.9877
## 6 hsa-let-7d-002283 Target 22.1898 22.6786 21.8660 21.9711 21.2081 21.9410
Referencia <- PCR %>%
filter(Condicion == "Control") %>%
select(-2)
head(Referencia)
## Gen Cx1 Cx2 Cx3 T1 T2 T3
## 1 U6 snRNA-001973 13.7904 11.7446 11.9293 13.1954 12.9566 12.6417
## 2 RNU44-001094 17.2530 16.8649 16.8359 17.6667 17.3156 16.7527
## 3 RNU48-001006 15.1057 16.4211 16.9914 16.0151 15.0702 16.4404
Genes <- PCR %>%
filter(Condicion == "Target") %>%
select(-2)
head(Genes)
## Gen Cx1 Cx2 Cx3 T1 T2 T3
## 1 ath-miR159a-000338 35.0000 35.0000 35.0000 35.0000 35.0000 35.0000
## 2 hsa-let-7a-000377 20.4943 21.0031 21.0073 20.3820 19.5925 20.9335
## 3 hsa-let-7b-002619 18.3545 19.0325 19.1368 18.2551 17.4500 18.9675
## 4 hsa-let-7c-000379 22.1791 23.6921 23.7763 22.9127 21.9639 23.9877
## 5 hsa-let-7d-002283 22.1898 22.6786 21.8660 21.9711 21.2081 21.9410
## 6 hsa-let-7e-002406 17.9679 18.3915 18.4673 18.0119 17.2932 18.5586
Mean_Cx1 <- mean(Referencia$Cx1)
Mean_Cx2 <- mean(Referencia$Cx2)
Mean_Cx3 <- mean(Referencia$Cx3)
Mean_Tx1 <- mean(Referencia$T1)
Mean_Tx2 <- mean(Referencia$T2)
Mean_Tx3 <- mean(Referencia$T3)
Analisis <- Genes %>%
mutate(A = 2^-(Cx1 - Mean_Cx1),
B = 2^-(Cx2 - Mean_Cx2),
C = 2^-(Cx3 - Mean_Cx3),
D = 2^-(T1 - Mean_Tx1),
E = 2^-(T2 - Mean_Tx2),
F = 2^-(T1 - Mean_Tx1)) %>%
select(-2:-7)
Analisis
## Gen A B C D
## 1 ath-miR159a-000338 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 2 hsa-let-7a-000377 2.893047e-02 1.570209e-02 1.851579e-02 3.700165e-02
## 3 hsa-let-7b-002619 1.274968e-01 6.154135e-02 6.770471e-02 1.616150e-01
## 4 hsa-let-7c-000379 8.998706e-03 2.434937e-03 2.716378e-03 6.403309e-03
## 5 hsa-let-7d-002283 8.932213e-03 4.915657e-03 1.021052e-02 1.229856e-02
## 6 hsa-let-7e-002406 1.666777e-01 9.596818e-02 1.076858e-01 1.912900e-01
## 7 hsa-let-7f-000382 1.904639e-03 8.822040e-04 1.461028e-03 3.575928e-03
## 8 hsa-let-7g-002282 9.633884e-03 7.203431e-03 6.585004e-03 9.859521e-03
## 9 hsa-miR-1-002222 1.503864e-05 4.043679e-06 6.610542e-06 5.993929e-06
## 10 hsa-miR-100-000437 2.869425e-01 3.897173e-01 4.980629e-01 4.100675e-01
## 11 hsa-miR-101-002253 9.359126e-05 2.233708e-05 2.388062e-05 9.628919e-05
## 12 hsa-miR-103-000439 4.719446e-03 7.496475e-04 8.479695e-04 5.005512e-03
## 13 hsa-miR-105-002167 1.243668e-06 8.673657e-05 9.395308e-05 1.471515e-06
## 14 hsa-miR-106a-002169 1.689609e-02 7.323109e-02 8.469966e-02 2.477336e-02
## 15 hsa-miR-106b-000442 2.599470e-03 2.568960e-03 2.785206e-03 3.497727e-03
## 16 hsa-miR-107-000443 1.873383e-04 4.741161e-05 3.554485e-05 2.030374e-04
## 17 hsa-miR-10a-000387 1.731734e-03 3.530529e-03 3.802595e-03 6.502604e-03
## 18 hsa-miR-10b-002218 1.243668e-06 7.878300e-03 7.239471e-03 1.471515e-06
## 19 hsa-miR-122-002245 1.243668e-06 1.224262e-04 8.797176e-05 1.471515e-06
## 20 hsa-miR-125a-3p-002199 9.549822e-05 1.734251e-04 1.735333e-04 8.087948e-05
## 21 hsa-miR-125a-5p-002198 5.893063e-03 1.948490e-02 1.935030e-02 6.106381e-03
## 22 hsa-miR-125b-000449 2.088492e-01 2.540704e-01 2.777772e-01 1.983380e-01
## 23 hsa-miR-126-002228 6.593834e-03 4.188229e-05 5.136695e-05 6.102150e-03
## 24 hsa-miR-127-000452 4.151664e-02 1.287600e-03 1.211072e-03 5.340925e-02
## 25 hsa-miR-127-5p-002229 3.907923e-06 9.604408e-07 1.135847e-06 7.956323e-06
## 26 hsa-miR-128a-002216 4.237301e-04 1.263488e-04 1.485875e-04 4.284556e-04
## 27 hsa-miR-129-000590 1.243668e-06 1.328145e-04 1.273335e-04 1.471515e-06
## 28 hsa-miR-130a-000454 2.003910e-03 3.404428e-04 7.185619e-04 4.022013e-03
## 29 hsa-miR-130b-000456 1.140778e-03 1.228148e-03 1.183028e-03 1.532108e-03
## 30 hsa-miR-132-000457 3.664757e-03 2.114599e-03 3.696819e-03 7.023147e-03
## 31 hsa-miR-133a-002246 1.168733e-04 7.436586e-05 8.392732e-05 9.632256e-05
## 32 hsa-miR-133b-002247 4.745637e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 33 hsa-miR-135a-000460 1.831089e-06 9.604408e-07 2.512404e-06 1.213163e-05
## 34 hsa-miR-135b-002261 5.030751e-05 1.467349e-04 1.629707e-04 2.451515e-05
## 35 hsa-miR-136-000592 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 36 hsa-miR-138-002284 1.140993e-02 2.239158e-02 2.477622e-02 1.497535e-02
## 37 hsa-miR-139-3p-002313 1.243668e-06 9.003665e-04 3.223018e-04 1.471515e-06
## 38 hsa-miR-139-5p-002289 4.130584e-04 1.122476e-03 1.199376e-03 4.996596e-04
## 39 hsa-miR-140-3p-002234 9.947581e-04 2.531009e-04 1.603376e-04 3.834785e-04
## 40 hsa-miR-141-000463 1.243668e-06 2.035762e-06 7.584576e-06 3.015510e-06
## 41 hsa-miR-142-3p-000464 2.087971e-06 9.184929e-06 1.019556e-05 1.481750e-06
## 42 hsa-miR-142-5p-002248 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 43 hsa-miR-143-002249 2.466200e-02 1.250940e-04 1.115440e-04 2.600501e-02
## 44 hsa-miR-145-002278 3.371432e-01 8.453873e-04 7.375866e-04 3.124145e-01
## 45 hsa-miR-146a-000468 5.821091e-02 3.970675e-03 3.433986e-03 4.838599e-02
## 46 hsa-miR-146b-001097 2.212562e-03 2.911140e-03 2.772110e-03 1.907678e-03
## 47 hsa-miR-146b-3p-002361 2.988815e-05 9.604408e-07 1.714002e-06 8.051189e-06
## 48 hsa-miR-147-000469 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 49 hsa-miR-147b-002262 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 50 hsa-miR-148a-000470 7.368658e-06 9.604408e-07 2.199489e-06 2.697595e-05
## 51 hsa-miR-148b-000471 1.577148e-03 2.629361e-04 2.835911e-04 1.913770e-03
## 52 hsa-miR-149-002255 1.036263e-02 1.694411e-03 1.384327e-03 1.078547e-02
## 53 hsa-miR-150-000473 1.477209e-05 3.983511e-05 4.182427e-05 2.505631e-05
## 54 hsa-miR-152-000475 1.066356e-02 1.880719e-03 2.596709e-03 1.235410e-02
## 55 hsa-miR-154-000477 3.578547e-05 9.604408e-07 1.135847e-06 7.270597e-05
## 56 hsa-miR-155-002623 1.144579e-03 1.233841e-02 1.297160e-02 8.978944e-04
## 57 hsa-miR-15a-000389 6.332371e-04 9.604408e-07 1.135847e-06 7.037903e-04
## 58 hsa-miR-15b-000390 7.667295e-03 2.034898e-02 1.979116e-02 8.294285e-03
## 59 hsa-miR-16-000391 2.469621e-02 4.068667e-02 5.406730e-02 2.655143e-02
## 60 hsa-miR-17-002308 1.826130e-02 7.531077e-02 9.752392e-02 2.676949e-02
## 61 hsa-miR-181a-000480 9.495985e-03 4.336660e-03 4.521760e-03 9.117369e-03
## 62 hsa-miR-181c-000482 3.473875e-04 4.491012e-05 7.755611e-05 5.581859e-04
## 63 hsa-miR-182-002334 3.858130e-06 3.175405e-05 2.312319e-05 1.471515e-06
## 64 hsa-miR-183-002269 1.243668e-06 2.420056e-05 1.333059e-05 1.471515e-06
## 65 hsa-miR-184-000485 1.339269e-04 8.509300e-05 1.136433e-04 1.928054e-04
## 66 hsa-miR-185-002271 4.499753e-04 2.370042e-04 2.064099e-04 4.713000e-04
## 67 hsa-miR-186-002285 6.935240e-04 4.999946e-04 1.708564e-03 3.003444e-03
## 68 hsa-miR-188-3p-002106 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 69 hsa-miR-18a-002422 4.341958e-04 3.938953e-04 3.919073e-04 4.098925e-04
## 70 hsa-miR-18b-002217 9.170152e-04 3.513752e-04 4.466709e-04 7.025231e-04
## 71 hsa-miR-190-000489 7.267212e-06 9.604408e-07 2.245705e-06 3.898378e-05
## 72 hsa-miR-191-002299 4.295093e-02 1.705067e-01 1.801537e-01 4.863819e-02
## 73 hsa-miR-192-000491 1.340476e-04 2.716054e-04 3.637412e-04 3.782777e-04
## 74 hsa-miR-193a-3p-002250 8.062358e-06 1.531525e-06 2.443533e-06 5.894633e-06
## 75 hsa-miR-193a-5p-002281 6.860043e-03 1.795001e-03 1.830052e-03 6.174480e-03
## 76 hsa-miR-193b-002367 7.114141e-02 2.468879e-02 1.947679e-02 6.955188e-02
## 77 hsa-miR-194-000493 1.674286e-04 2.575607e-04 3.229503e-04 2.039119e-04
## 78 hsa-miR-195-000494 8.957808e-04 2.254620e-03 3.948444e-03 2.169132e-03
## 79 hsa-miR-196b-002215 3.925025e-06 1.292479e-05 9.451665e-06 5.809854e-06
## 80 hsa-miR-197-000497 1.086953e-02 7.709751e-03 1.008042e-02 1.174616e-02
## 81 hsa-miR-198-002273 1.142326e-05 9.604408e-07 1.135847e-06 1.218557e-05
## 82 hsa-miR-199a-000498 1.677655e-04 9.604408e-07 1.135847e-06 2.086154e-04
## 83 hsa-miR-199a-3p-002304 5.285315e-02 1.442269e-05 1.249058e-05 4.899008e-02
## 84 hsa-miR-199b-000500 1.906298e-05 4.240600e-06 1.135847e-06 5.683083e-05
## 85 hsa-miR-19a-000395 3.283917e-03 2.317845e-03 2.891232e-03 3.325376e-03
## 86 hsa-miR-19b-000396 8.107682e-02 1.736555e-01 2.033025e-01 9.615684e-02
## 87 hsa-miR-200a-000502 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 88 hsa-miR-200b-002251 9.302212e-05 1.417857e-04 2.587058e-04 9.151916e-05
## 89 hsa-miR-200c-002300 5.408190e-04 2.664721e-03 2.369174e-03 4.872782e-04
## 90 hsa-miR-202-002363 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 91 hsa-miR-203-000507 1.687601e-05 4.103823e-06 6.159736e-06 2.345465e-05
## 92 hsa-miR-204-000508 2.432679e-04 1.959498e-03 2.513651e-03 4.871094e-04
## 93 hsa-miR-205-000509 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 94 hsa-miR-208-000511 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 95 hsa-miR-208b-002290 1.243668e-06 9.604408e-07 1.135847e-06 1.254292e-05
## 96 hsa-miR-20a-000580 8.989978e-03 4.666873e-02 4.699008e-02 1.280484e-02
## 97 hsa-miR-20b-001014 1.097117e-03 2.884426e-03 4.823513e-03 1.555866e-03
## 98 hsa-miR-21-000397 1.566844e-01 9.961453e-02 1.199912e-01 1.727471e-01
## 99 hsa-miR-210-000512 2.885893e-03 2.640582e-02 2.949880e-02 3.183950e-03
## 100 hsa-miR-211-000514 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 101 hsa-miR-212-000515 3.533372e-04 1.865048e-04 3.567250e-04 5.717743e-04
## 102 hsa-miR-214-002306 2.599420e-02 9.604408e-07 1.135847e-06 2.452052e-02
## 103 hsa-miR-215-000518 1.243668e-06 3.468742e-04 6.956263e-04 1.471515e-06
## 104 hsa-miR-216a-002220 1.243668e-06 9.604408e-07 1.135847e-06 1.482983e-06
## 105 hsa-miR-216b-002326 1.243668e-06 9.604408e-07 3.912711e-06 1.471515e-06
## 106 hsa-miR-217-002337 2.380067e-06 9.604408e-07 1.135847e-06 5.469094e-06
## 107 hsa-miR-218-000521 3.405856e-03 2.408415e-03 2.836839e-03 3.650054e-03
## 108 hsa-miR-219-000522 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 109 hsa-miR-219-1-3p-002095 3.247888e-06 4.030527e-06 1.138821e-05 2.408111e-06
## 110 hsa-miR-219-2-3p-002390 1.807958e-01 9.604408e-07 1.135847e-06 1.471515e-06
## 111 hsa-miR-22-000398 1.513711e-02 5.471682e-03 5.224831e-03 1.237810e-02
## 112 hsa-miR-220-000523 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 113 hsa-miR-220b-002206 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 114 hsa-miR-220c-002211 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 115 hsa-miR-221-000524 6.087667e-02 4.076571e-02 3.915119e-02 6.468762e-02
## 116 hsa-miR-222-002276 2.259747e-01 4.668076e-01 6.346354e-01 3.985226e-01
## 117 hsa-miR-223-002295 8.990952e-05 8.326098e-05 1.186500e-04 9.665697e-05
## 118 hsa-miR-224-002099 1.720249e-03 2.642150e-04 1.453179e-04 1.500785e-03
## 119 hsa-miR-23a-000399 1.506906e-02 7.377256e-03 4.818501e-03 1.387117e-02
## 120 hsa-miR-23b-000400 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 121 hsa-miR-24-000402 1.319447e+00 1.244812e-01 1.695991e-01 1.748519e+00
## 122 hsa-miR-25-000403 6.049625e-04 2.715813e-03 3.169344e-03 1.109891e-03
## 123 hsa-miR-26a-000405 1.932126e-02 1.653882e-02 2.482091e-02 2.518020e-02
## 124 hsa-miR-26b-000407 8.694757e-04 4.867606e-04 1.855084e-03 5.212291e-03
## 125 hsa-miR-27a-000408 2.400591e-02 4.298950e-03 4.743278e-03 2.693141e-02
## 126 hsa-miR-27b-000409 6.324790e-03 9.948730e-04 1.298084e-03 6.139059e-03
## 127 hsa-miR-28-000411 2.638865e-03 1.402970e-03 1.465390e-03 3.079759e-03
## 128 hsa-miR-28-3p-002446 2.662198e-03 4.108422e-03 4.822510e-03 3.835242e-03
## 129 hsa-miR-296-000527 8.977699e-04 4.481819e-03 8.009900e-03 1.546190e-03
## 130 hsa-miR-296-3p-002101 8.633239e-06 3.186429e-05 3.483024e-05 1.075326e-05
## 131 hsa-miR-298-002190 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 132 hsa-miR-299-3p-001015 1.243668e-06 9.604408e-07 1.135847e-06 2.337558e-06
## 133 hsa-miR-299-5p-000600 1.790727e-04 2.325383e-06 2.973307e-06 2.331318e-04
## 134 hsa-miR-29a-002112 1.877954e-01 7.252750e-01 7.360624e-01 2.027022e-01
## 135 hsa-miR-29b-000413 2.677981e-04 1.947215e-04 1.881799e-04 3.207270e-04
## 136 hsa-miR-29c-000587 1.139693e-04 5.829663e-04 4.711166e-03 1.862729e-03
## 137 hsa-miR-301-000528 6.816096e-04 3.483266e-05 3.216609e-05 7.011610e-04
## 138 hsa-miR-301b-002392 1.569684e-05 1.848133e-06 2.212640e-06 2.245869e-05
## 139 hsa-miR-302a-000529 4.037734e-04 1.470229e-05 2.028819e-05 5.183210e-04
## 140 hsa-miR-302b-000531 4.661666e-04 9.604408e-07 6.626599e-06 2.550036e-03
## 141 hsa-miR-302c-000533 3.686341e-02 8.421961e-02 2.103845e-01 4.175328e-02
## 142 hsa-miR-30b-000602 4.279047e-02 3.634750e-02 3.777302e-02 4.954672e-02
## 143 hsa-miR-30c-000419 6.626695e-02 4.548706e-02 4.579710e-02 6.681581e-02
## 144 hsa-miR-31-002279 1.674420e-01 9.604408e-07 1.135847e-06 1.966134e-01
## 145 hsa-miR-32-002109 7.432265e-06 7.564101e-06 4.330605e-06 5.366576e-06
## 146 hsa-miR-320-002277 1.997492e-02 2.025750e-02 1.996615e-02 2.473047e-02
## 147 hsa-miR-323-3p-002227 1.750683e-03 1.941593e-05 4.403164e-05 1.508503e-03
## 148 hsa-miR-324-3p-002161 1.888339e-03 9.869742e-04 9.204966e-04 1.943851e-03
## 149 hsa-miR-324-5p-000539 7.146049e-04 1.469181e-04 1.633892e-04 9.307835e-04
## 150 hsa-miR-325-000540 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 151 hsa-miR-326-000542 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 152 hsa-miR-328-000543 3.320770e-03 7.106860e-04 9.387314e-04 4.694975e-03
## 153 hsa-miR-329-001101 5.818204e-05 1.050474e-05 5.624281e-06 1.001141e-04
## 154 hsa-miR-330-000544 4.011789e-04 5.830584e-05 4.249050e-05 5.163487e-04
## 155 hsa-miR-330-5p-002230 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 156 hsa-miR-331-000545 3.499599e-02 3.131132e-03 3.213141e-03 3.669007e-02
## 157 hsa-miR-331-5p-002233 1.022481e-05 1.533407e-05 4.702632e-06 1.400046e-05
## 158 hsa-miR-335-000546 2.148631e-03 1.458499e-03 1.561881e-03 2.948574e-03
## 159 hsa-miR-337-5p-002156 5.246101e-04 4.340823e-06 4.572771e-06 4.644250e-04
## 160 hsa-miR-338-3p-002252 1.243668e-06 4.751782e-06 1.135847e-06 1.471515e-06
## 161 hsa-miR-339-3p-002184 1.004389e-03 1.074663e-03 1.186477e-03 9.896687e-04
## 162 hsa-miR-339-5p-002257 4.228124e-03 2.360977e-03 2.749719e-03 5.396102e-03
## 163 hsa-miR-33b-002085 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 164 hsa-miR-340-002258 9.191968e-05 1.091240e-06 1.195545e-06 9.541220e-05
## 165 hsa-miR-342-3p-002260 6.361282e-03 1.907237e-03 1.308473e-03 4.188744e-03
## 166 hsa-miR-342-5p-002147 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 167 hsa-miR-345-002186 1.885461e-03 2.867482e-03 2.811002e-03 1.907017e-03
## 168 hsa-miR-346-000553 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 169 hsa-miR-34a-000426 8.722959e-03 1.109382e-02 1.217951e-02 8.900693e-03
## 170 hsa-miR-34c-000428 1.729729e-04 3.639248e-05 7.764217e-05 2.021667e-04
## 171 hsa-miR-361-000554 3.787237e-04 2.811836e-04 3.264161e-04 5.450716e-04
## 172 hsa-miR-362-001273 3.970844e-04 3.144678e-04 3.661189e-04 3.879433e-04
## 173 hsa-miR-362-3p-002117 4.821138e-05 2.421231e-05 2.550430e-05 5.225517e-05
## 174 hsa-miR-363-001271 3.528791e-05 9.604408e-07 1.135847e-06 4.809456e-05
## 175 hsa-miR-365-001020 1.783226e-02 2.647598e-03 2.347759e-03 1.216123e-02
## 176 hsa-miR-367-000555 1.673756e-02 7.504127e-03 9.451113e-03 3.147900e-02
## 177 hsa-miR-369-3p-000557 6.360772e-06 9.604408e-07 1.135847e-06 4.095029e-05
## 178 hsa-miR-369-5p-001021 3.746579e-05 9.130340e-06 4.156786e-06 2.207592e-05
## 179 hsa-miR-370-002275 1.128487e-02 1.507243e-04 1.165228e-04 1.211496e-02
## 180 hsa-miR-371-3p-002124 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 181 hsa-miR-372-000560 2.032385e-05 1.742961e-05 1.792832e-05 1.002341e-05
## 182 hsa-miR-373-000561 2.995511e-06 9.604408e-07 1.135847e-06 1.058245e-05
## 183 hsa-miR-374-000563 7.594303e-03 2.039456e-03 3.196037e-03 1.585038e-03
## 184 hsa-miR-375-000564 2.530990e-06 1.712425e-05 3.754291e-05 8.118436e-06
## 185 hsa-miR-376a-000565 1.327940e-02 6.732360e-04 8.209603e-04 1.857020e-02
## 186 hsa-miR-376b-001102 1.722244e-02 2.932348e-02 3.034705e-02 1.247543e-02
## 187 hsa-miR-376c-002122 2.587196e-02 1.033103e-03 1.425022e-03 2.609529e-02
## 188 hsa-miR-377-000566 6.770554e-05 9.604408e-07 1.135847e-06 1.471515e-06
## 189 hsa-miR-380-3p-000569 7.839023e-05 9.604408e-07 1.135847e-06 1.067359e-04
## 190 hsa-miR-381-000571 1.730722e-05 1.017881e-06 2.552602e-06 4.894542e-05
## 191 hsa-miR-382-000572 1.855605e-02 4.914049e-04 8.022836e-04 1.704785e-02
## 192 hsa-miR-383-000573 3.607186e-05 9.604408e-07 1.135847e-06 5.055921e-05
## 193 hsa-miR-384-000574 1.243668e-06 3.460884e-05 1.135847e-06 1.471515e-06
## 194 hsa-miR-409-5p-002331 2.805282e-04 1.894531e-05 1.148651e-05 2.032909e-04
## 195 hsa-miR-410-001274 6.110311e-04 1.082930e-05 9.350014e-06 1.071712e-03
## 196 hsa-miR-411-001610 9.105370e-03 3.005307e-04 4.269930e-04 1.230027e-02
## 197 hsa-miR-412-001023 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 198 hsa-miR-422a-002297 5.856236e-05 9.155511e-05 7.664228e-05 6.611024e-05
## 199 hsa-miR-423-5p-002340 2.081821e-04 1.762853e-04 1.711323e-04 1.909964e-04
## 200 hsa-miR-424-000604 1.633735e-05 3.537280e-05 3.804325e-05 2.826808e-05
## 201 hsa-miR-425-5p-001516 7.616065e-04 2.526577e-03 2.674343e-03 8.757662e-04
## 202 hsa-miR-429-001024 4.973639e-06 9.604408e-07 1.135847e-06 6.606572e-06
## 203 hsa-miR-431-001979 5.622133e-03 2.018462e-02 1.829762e-02 6.242473e-03
## 204 hsa-miR-433-001028 6.530284e-04 1.713460e-04 7.169838e-05 7.615009e-04
## 205 hsa-miR-448-001029 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 206 hsa-miR-449-001030 2.181321e-06 1.363309e-04 9.709793e-05 1.533366e-06
## 207 hsa-miR-449b-001608 2.550539e-06 2.104697e-04 1.948430e-04 2.247115e-05
## 208 hsa-miR-450a-002303 3.620462e-05 2.801580e-05 1.817103e-05 2.398901e-05
## 209 hsa-miR-450b-3p-002208 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 210 hsa-miR-450b-5p-002207 5.479506e-04 9.604408e-07 1.135847e-06 1.471515e-06
## 211 hsa-miR-452-002329 6.045014e-04 9.604408e-07 1.135847e-06 7.556644e-04
## 212 hsa-miR-453-002318 3.887390e-06 9.604408e-07 1.135847e-06 8.779884e-06
## 213 hsa-miR-454-002323 2.327236e-03 1.226276e-03 1.654717e-03 3.691783e-03
## 214 hsa-miR-455-001280 7.314938e-04 3.435720e-04 3.111936e-04 7.600244e-04
## 215 hsa-miR-455-3p-002244 1.199487e-03 1.947852e-03 1.804732e-03 1.533489e-03
## 216 hsa-miR-483-5p-002338 1.085887e-05 9.076075e-06 1.915393e-05 2.424309e-05
## 217 hsa-miR-484-001821 2.792562e-02 2.343161e-02 2.384119e-02 3.116420e-02
## 218 hsa-miR-485-3p-001277 1.680765e-03 4.478267e-05 5.275254e-05 1.796909e-03
## 219 hsa-miR-485-5p-001036 1.318518e-03 9.604408e-07 1.135847e-06 2.386701e-03
## 220 hsa-miR-486-001278 1.253437e-02 3.225700e-04 5.349531e-04 1.258835e-02
## 221 hsa-miR-486-3p-002093 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 222 hsa-miR-487a-001279 2.734820e-04 1.637665e-05 1.135847e-06 3.692878e-04
## 223 hsa-miR-487b-001285 2.652068e-03 6.047088e-05 4.383674e-05 3.048538e-03
## 224 hsa-miR-488-002357 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 225 hsa-miR-489-002358 5.870054e-05 6.298204e-05 7.334204e-05 9.766718e-05
## 226 hsa-miR-490-001037 1.335124e-05 9.604408e-07 1.135847e-06 7.089942e-05
## 227 hsa-miR-491-3p-002360 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 228 hsa-miR-492-001039 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 229 hsa-miR-493-002364 8.381135e-04 1.029997e-05 6.455678e-06 8.921867e-04
## 230 hsa-miR-494-002365 6.726321e-03 3.028519e-04 2.903338e-04 6.502604e-03
## 231 hsa-miR-499-3p-002427 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 232 hsa-miR-500-002428 1.653641e-04 1.539554e-04 1.480323e-04 1.895326e-04
## 233 hsa-miR-501-001047 4.098073e-04 9.266422e-04 4.404604e-04 5.014986e-04
## 234 hsa-miR-501-3p-002435 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 235 hsa-miR-502-001109 2.035628e-05 1.184797e-05 3.818062e-05 8.602606e-05
## 236 hsa-miR-502-3p-002083 8.337263e-05 9.422047e-05 7.417538e-05 4.912215e-05
## 237 hsa-miR-503-001048 4.014371e-05 3.265583e-05 3.686216e-05 5.041573e-05
## 238 hsa-miR-504-002084 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 239 hsa-miR-505-002089 2.500897e-04 9.604408e-07 1.360571e-04 3.122379e-04
## 240 hsa-miR-506-001050 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 241 hsa-miR-507-001051 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 242 hsa-miR-508-001052 3.317972e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 243 hsa-miR-508-5p-002092 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 244 hsa-miR-509-3-5p-002155 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 245 hsa-miR-509-5p-002235 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 246 hsa-miR-510-002241 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 247 hsa-miR-511-001111 1.085468e-03 9.604408e-07 1.135847e-06 2.252641e-03
## 248 hsa-miR-512-3p-001823 4.320511e-06 2.468633e-04 3.055296e-04 6.580978e-06
## 249 hsa-miR-512-5p-001145 1.243668e-06 9.927956e-07 1.135847e-06 1.471515e-06
## 250 hsa-miR-513-5p-002090 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 251 hsa-miR-515-3p-002369 9.878183e-04 1.172985e-03 1.592159e-03 7.996927e-04
## 252 hsa-miR-515-5p-001112 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 253 hsa-miR-516a-5p-002416 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 254 hsa-miR-516b-001150 1.243668e-06 1.178899e-05 4.637568e-06 1.471515e-06
## 255 hsa-miR-517a-002402 1.985362e-06 1.341096e-04 1.591528e-04 1.969326e-06
## 256 hsa-miR-517b-001152 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 257 hsa-miR-517c-001153 8.092592e-06 1.046384e-04 1.441841e-04 2.574646e-05
## 258 hsa-miR-518a-3p-002397 1.243668e-06 1.779585e-05 1.091900e-05 7.041593e-06
## 259 hsa-miR-518a-5p-002396 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 260 hsa-miR-518b-001156 1.243668e-06 6.021156e-05 8.637061e-05 1.471515e-06
## 261 hsa-miR-518c-002401 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 262 hsa-miR-518d-001159 1.243668e-06 1.013777e-05 1.135847e-06 1.471515e-06
## 263 hsa-miR-518d-5p-002389 1.276914e-01 9.604408e-07 6.877366e-02 1.471515e-06
## 264 hsa-miR-518e-002395 1.243668e-06 3.215271e-05 2.393365e-05 1.471515e-06
## 265 hsa-miR-518f-002388 1.243668e-06 2.202345e-05 3.823889e-05 1.471515e-06
## 266 hsa-miR-519a-002415 3.885235e-06 8.311682e-05 7.397001e-05 5.886875e-06
## 267 hsa-miR-519c-001163 1.243668e-06 1.986830e-06 4.246483e-06 1.471515e-06
## 268 hsa-miR-519d-002403 1.243668e-06 4.459681e-05 4.670382e-05 1.471515e-06
## 269 hsa-miR-519e-002370 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 270 hsa-miR-520a#-001168 1.243668e-06 1.052150e-05 1.135847e-06 1.471515e-06
## 271 hsa-miR-520a-001167 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 272 hsa-miR-520b-001116 1.243668e-06 4.085658e-06 5.310577e-06 1.719515e-06
## 273 hsa-miR-520d-5p-002393 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 274 hsa-miR-520e-001119 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 275 hsa-miR-520f-001120 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 276 hsa-miR-520g-001121 1.243668e-06 5.509955e-05 9.384894e-05 1.471515e-06
## 277 hsa-miR-521-001122 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 278 hsa-miR-522-002413 1.243668e-06 2.059138e-05 1.712662e-05 1.076221e-05
## 279 hsa-miR-523-002386 3.891282e-04 1.095593e-04 1.449127e-03 7.897772e-04
## 280 hsa-miR-524-5p-001982 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 281 hsa-miR-525-001174 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 282 hsa-miR-525-3p-002385 1.243668e-06 1.099647e-05 4.755077e-06 1.471515e-06
## 283 hsa-miR-526b-002382 1.243668e-06 9.604408e-07 1.756667e-05 1.471515e-06
## 284 hsa-miR-532-001518 3.212993e-03 2.769805e-03 2.392277e-03 3.054672e-03
## 285 hsa-miR-532-3p-002355 4.543316e-04 3.776926e-04 2.935716e-04 3.907229e-04
## 286 hsa-miR-539-001286 7.069056e-03 1.880625e-04 1.501820e-04 7.211091e-03
## 287 hsa-miR-541-002201 4.941242e-05 9.604408e-07 1.135847e-06 5.075232e-05
## 288 hsa-miR-542-3p-001284 3.879315e-06 3.797286e-06 9.178565e-06 1.022906e-05
## 289 hsa-miR-542-5p-002240 4.965028e-06 9.604408e-07 4.440027e-06 3.722062e-06
## 290 hsa-miR-544-002265 2.577731e-06 9.604408e-07 1.135847e-06 1.509847e-06
## 291 hsa-miR-545-002267 2.260437e-06 9.604408e-07 1.135847e-06 2.993227e-06
## 292 hsa-miR-548a-001538 5.305916e-06 9.604408e-07 1.600218e-06 1.471515e-06
## 293 hsa-miR-548a-5p-002412 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 294 hsa-miR-548b-001541 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 295 hsa-miR-548b-5p-002408 3.282743e-06 1.273801e-05 2.644583e-05 5.794170e-06
## 296 hsa-miR-548c-001590 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 297 hsa-miR-548c-5p-002429 2.532921e-06 4.455442e-06 4.630502e-06 1.471515e-06
## 298 hsa-miR-548d-001605 6.968624e-05 7.825422e-06 5.428180e-06 1.471515e-06
## 299 hsa-miR-548d-5p-002237 6.553665e-06 1.122831e-05 1.468497e-05 2.293581e-06
## 300 hsa-miR-551b-001535 3.202667e-05 7.821084e-06 5.817779e-06 2.393586e-05
## 301 hsa-miR-556-3p-002345 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 302 hsa-miR-556-5p-002344 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 303 hsa-miR-561-001528 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 304 hsa-miR-570-002347 1.243668e-06 4.289676e-06 4.439412e-06 1.471515e-06
## 305 hsa-miR-574-3p-002349 4.991210e-02 4.905106e-03 4.766678e-03 5.210745e-02
## 306 hsa-miR-576-3p-002351 4.758391e-05 5.822507e-05 7.406749e-05 5.738103e-05
## 307 hsa-miR-576-5p-002350 5.370937e-05 9.604408e-07 1.135847e-06 1.471515e-06
## 308 hsa-miR-579-002398 8.132358e-05 6.766175e-05 7.535172e-05 9.657661e-05
## 309 hsa-miR-582-3p-002399 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 310 hsa-miR-582-5p-001983 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 311 hsa-miR-589-002409 3.466245e-05 2.239133e-05 1.286758e-05 1.429959e-05
## 312 hsa-miR-590-5p-001984 3.297896e-04 1.362338e-03 2.634235e-03 7.533633e-04
## 313 hsa-miR-597-001551 1.885404e-05 2.904401e-05 2.774909e-05 4.578496e-05
## 314 hsa-miR-598-001988 8.456998e-04 1.268402e-04 1.482891e-04 8.548348e-04
## 315 hsa-miR-615-5p-002353 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 316 hsa-miR-616-002414 3.466486e-05 5.237363e-05 7.356097e-05 1.176396e-05
## 317 hsa-miR-618-001593 1.952125e-04 9.545630e-05 9.304576e-05 9.481884e-05
## 318 hsa-miR-624-002430 1.243668e-06 3.328196e-05 1.031212e-05 1.471515e-06
## 319 hsa-miR-625-002431 2.606247e-05 2.984134e-04 1.503279e-04 1.128944e-05
## 320 hsa-miR-627-001560 2.035950e-06 1.829905e-06 2.508924e-06 8.115623e-06
## 321 hsa-miR-628-5p-002433 2.884349e-04 6.575226e-05 8.002443e-05 3.885084e-04
## 322 hsa-miR-629-002436 1.445906e-05 4.375781e-05 2.465774e-05 1.593251e-05
## 323 hsa-miR-636-002088 4.483029e-05 9.210251e-05 8.721284e-05 3.564930e-05
## 324 hsa-miR-642-001592 1.080760e-04 9.152973e-05 7.345906e-05 9.559093e-05
## 325 hsa-miR-651-001604 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 326 hsa-miR-652-002352 3.184453e-04 5.955870e-04 5.636159e-04 1.942273e-04
## 327 hsa-miR-653-002292 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 328 hsa-miR-654-001611 1.120869e-03 1.090971e-04 1.135847e-06 1.235434e-03
## 329 hsa-miR-654-3p-002239 8.756011e-05 3.947033e-06 1.065286e-05 1.375871e-04
## 330 hsa-miR-655-001612 1.336924e-03 6.980549e-05 7.289604e-05 1.531046e-03
## 331 hsa-miR-660-001515 2.200937e-03 8.806156e-04 6.210943e-04 2.040776e-03
## 332 hsa-miR-671-3p-002322 3.866279e-04 1.506483e-03 1.181717e-03 4.243180e-04
## 333 hsa-miR-672-002327 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 334 hsa-miR-674-002021 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 335 hsa-miR-708-002341 3.630443e-04 1.438519e-03 1.820310e-03 7.750803e-04
## 336 hsa-miR-744-002324 3.672386e-03 5.948032e-04 5.945971e-04 4.614958e-03
## 337 hsa-miR-758-001990 4.307783e-04 4.821027e-05 3.597115e-05 4.395556e-04
## 338 hsa-miR-871-002354 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 339 hsa-miR-872-002264 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 340 hsa-miR-873-002356 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 341 hsa-miR-875-3p-002204 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 342 hsa-miR-876-3p-002225 1.243668e-06 5.184729e-06 3.450173e-06 1.471515e-06
## 343 hsa-miR-876-5p-002205 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 344 hsa-miR-885-3p-002372 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 345 hsa-miR-885-5p-002296 9.164791e-06 2.298895e-05 2.775871e-05 1.458994e-05
## 346 hsa-miR-886-3p-002194 1.437954e-03 2.640085e-03 2.383339e-03 1.551020e-03
## 347 hsa-miR-886-5p-002193 2.354867e-04 3.576411e-04 2.982480e-04 2.620143e-04
## 348 hsa-miR-887-002374 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 349 hsa-miR-888-002212 1.018652e-01 1.062622e-01 1.437267e-01 5.453149e-02
## 350 hsa-miR-889-002202 6.978155e-04 6.325329e-05 3.609354e-05 7.834524e-04
## 351 hsa-miR-890-002209 3.441997e-04 1.638396e-03 2.967986e-03 6.762917e-04
## 352 hsa-miR-891a-002191 1.243668e-06 1.641529e-05 1.307527e-05 1.471515e-06
## 353 hsa-miR-891b-002210 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 354 hsa-miR-892a-002195 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 355 hsa-miR-9-000583 2.560763e-05 3.676559e-02 4.281915e-02 4.047339e-05
## 356 hsa-miR-92a-000431 3.150362e-03 2.468879e-02 2.612002e-02 3.106775e-03
## 357 hsa-miR-95-000433 1.235225e-05 9.604408e-07 1.135847e-06 4.056045e-05
## 358 hsa-miR-98-000577 1.243668e-06 9.604408e-07 1.135847e-06 3.538657e-06
## 359 hsa-miR-99a-000435 3.407613e-01 3.306324e-01 6.458630e-01 5.843211e-01
## 360 hsa-miR-99b-000436 3.503239e-02 3.597404e-02 4.052905e-02 2.532548e-02
## E F
## 1 1.032185e-06 1.471515e-06
## 2 4.486186e-02 3.700165e-02
## 3 1.980770e-01 1.616150e-01
## 4 8.669914e-03 6.403309e-03
## 5 1.463974e-02 1.229856e-02
## 6 2.208186e-01 1.912900e-01
## 7 4.247216e-03 3.575928e-03
## 8 8.590950e-03 9.859521e-03
## 9 9.452539e-06 5.993929e-06
## 10 2.687680e-01 4.100675e-01
## 11 5.153576e-05 9.628919e-05
## 12 4.161252e-03 5.005512e-03
## 13 1.032185e-06 1.471515e-06
## 14 9.303139e-03 2.477336e-02
## 15 1.085243e-03 3.497727e-03
## 16 1.853235e-04 2.030374e-04
## 17 2.562439e-03 6.502604e-03
## 18 1.032185e-06 1.471515e-06
## 19 4.486225e-06 1.471515e-06
## 20 8.762083e-05 8.087948e-05
## 21 9.856788e-03 6.106381e-03
## 22 1.697912e-01 1.983380e-01
## 23 6.703050e-03 6.102150e-03
## 24 3.151611e-02 5.340925e-02
## 25 2.156665e-06 7.956323e-06
## 26 2.981309e-04 4.284556e-04
## 27 1.032185e-06 1.471515e-06
## 28 1.628245e-03 4.022013e-03
## 29 6.570694e-04 1.532108e-03
## 30 8.571321e-03 7.023147e-03
## 31 1.656049e-04 9.632256e-05
## 32 1.572951e-05 1.471515e-06
## 33 1.032185e-06 1.213163e-05
## 34 1.717490e-06 2.451515e-05
## 35 1.032185e-06 1.471515e-06
## 36 2.143722e-03 1.497535e-02
## 37 1.032185e-06 1.471515e-06
## 38 4.589846e-04 4.996596e-04
## 39 8.723129e-04 3.834785e-04
## 40 1.032185e-06 3.015510e-06
## 41 1.032185e-06 1.481750e-06
## 42 1.032185e-06 1.471515e-06
## 43 1.736148e-02 2.600501e-02
## 44 3.995459e-01 3.124145e-01
## 45 3.339864e-02 4.838599e-02
## 46 2.240185e-03 1.907678e-03
## 47 1.285832e-06 8.051189e-06
## 48 1.032185e-06 1.471515e-06
## 49 1.032185e-06 1.471515e-06
## 50 1.661831e-05 2.697595e-05
## 51 9.374526e-04 1.913770e-03
## 52 5.793028e-03 1.078547e-02
## 53 3.412842e-05 2.505631e-05
## 54 1.212252e-02 1.235410e-02
## 55 5.424815e-05 7.270597e-05
## 56 6.604483e-04 8.978944e-04
## 57 1.032185e-06 7.037903e-04
## 58 4.356645e-03 8.294285e-03
## 59 2.214667e-02 2.655143e-02
## 60 8.670515e-03 2.676949e-02
## 61 1.418720e-02 9.117369e-03
## 62 7.401644e-04 5.581859e-04
## 63 1.187209e-05 1.471515e-06
## 64 8.553423e-06 1.471515e-06
## 65 9.562221e-04 1.928054e-04
## 66 4.090694e-04 4.713000e-04
## 67 3.403496e-03 3.003444e-03
## 68 1.032185e-06 1.471515e-06
## 69 4.907111e-05 4.098925e-04
## 70 6.928648e-05 7.025231e-04
## 71 4.070488e-06 3.898378e-05
## 72 6.973532e-02 4.863819e-02
## 73 2.122472e-04 3.782777e-04
## 74 1.032185e-06 5.894633e-06
## 75 6.027742e-03 6.174480e-03
## 76 5.045473e-02 6.955188e-02
## 77 1.753024e-04 2.039119e-04
## 78 1.745714e-03 2.169132e-03
## 79 4.118086e-05 5.809854e-06
## 80 1.009744e-02 1.174616e-02
## 81 2.179918e-05 1.218557e-05
## 82 9.645619e-05 2.086154e-04
## 83 3.445443e-02 4.899008e-02
## 84 3.150485e-05 5.683083e-05
## 85 8.760697e-04 3.325376e-03
## 86 2.453072e-02 9.615684e-02
## 87 1.032185e-06 1.471515e-06
## 88 1.736817e-04 9.151916e-05
## 89 9.827645e-04 4.872782e-04
## 90 7.560082e-06 1.471515e-06
## 91 3.576067e-05 2.345465e-05
## 92 3.110283e-04 4.871094e-04
## 93 1.032185e-06 1.471515e-06
## 94 1.032185e-06 1.471515e-06
## 95 1.032185e-06 1.254292e-05
## 96 4.318761e-03 1.280484e-02
## 97 5.060029e-04 1.555866e-03
## 98 1.079050e-01 1.727471e-01
## 99 6.014804e-03 3.183950e-03
## 100 1.032185e-06 1.471515e-06
## 101 5.994111e-04 5.717743e-04
## 102 1.733863e-02 2.452052e-02
## 103 7.541241e-06 1.471515e-06
## 104 1.346302e-06 1.482983e-06
## 105 1.032185e-06 1.471515e-06
## 106 1.233514e-05 5.469094e-06
## 107 2.170335e-03 3.650054e-03
## 108 1.032185e-06 1.471515e-06
## 109 3.474732e-06 2.408111e-06
## 110 1.621761e-01 1.471515e-06
## 111 1.106950e-02 1.237810e-02
## 112 1.032185e-06 1.471515e-06
## 113 1.032185e-06 1.471515e-06
## 114 1.032185e-06 1.471515e-06
## 115 3.431857e-02 6.468762e-02
## 116 3.165781e-01 3.985226e-01
## 117 1.355331e-04 9.665697e-05
## 118 8.855328e-04 1.500785e-03
## 119 2.667872e-02 1.387117e-02
## 120 6.034849e-03 1.471515e-06
## 121 1.243092e+00 1.748519e+00
## 122 9.392738e-04 1.109891e-03
## 123 2.473390e-02 2.518020e-02
## 124 4.436179e-03 5.212291e-03
## 125 1.182540e-02 2.693141e-02
## 126 6.180046e-03 6.139059e-03
## 127 1.929755e-03 3.079759e-03
## 128 2.962300e-03 3.835242e-03
## 129 1.039448e-03 1.546190e-03
## 130 3.708156e-06 1.075326e-05
## 131 1.032185e-06 1.471515e-06
## 132 1.032185e-06 2.337558e-06
## 133 8.605588e-05 2.331318e-04
## 134 1.308180e-01 2.027022e-01
## 135 5.580034e-05 3.207270e-04
## 136 1.064826e-03 1.862729e-03
## 137 1.665258e-04 7.011610e-04
## 138 4.516803e-06 2.245869e-05
## 139 1.584300e-04 5.183210e-04
## 140 8.809412e-04 2.550036e-03
## 141 3.934798e-02 4.175328e-02
## 142 4.745926e-02 4.954672e-02
## 143 7.016685e-02 6.681581e-02
## 144 7.491681e-02 1.966134e-01
## 145 1.035338e-06 5.366576e-06
## 146 1.796750e-02 2.473047e-02
## 147 8.038608e-04 1.508503e-03
## 148 1.793798e-03 1.943851e-03
## 149 2.269455e-04 9.307835e-04
## 150 1.032185e-06 1.471515e-06
## 151 1.032185e-06 1.471515e-06
## 152 3.186158e-03 4.694975e-03
## 153 7.527516e-05 1.001141e-04
## 154 4.355220e-04 5.163487e-04
## 155 1.032185e-06 1.471515e-06
## 156 2.479054e-02 3.669007e-02
## 157 9.307553e-06 1.400046e-05
## 158 1.613862e-03 2.948574e-03
## 159 1.309164e-04 4.644250e-04
## 160 1.032185e-06 1.471515e-06
## 161 9.209646e-04 9.896687e-04
## 162 3.482245e-03 5.396102e-03
## 163 1.032185e-06 1.471515e-06
## 164 5.226966e-05 9.541220e-05
## 165 6.767006e-03 4.188744e-03
## 166 1.032185e-06 1.471515e-06
## 167 1.254157e-03 1.907017e-03
## 168 1.032185e-06 1.471515e-06
## 169 4.264621e-03 8.900693e-03
## 170 6.725184e-05 2.021667e-04
## 171 6.504985e-04 5.450716e-04
## 172 2.005060e-04 3.879433e-04
## 173 9.385944e-06 5.225517e-05
## 174 1.696750e-05 4.809456e-05
## 175 1.262505e-02 1.216123e-02
## 176 1.722005e-02 3.147900e-02
## 177 1.703939e-05 4.095029e-05
## 178 8.395998e-06 2.207592e-05
## 179 4.162406e-03 1.211496e-02
## 180 1.032185e-06 1.471515e-06
## 181 1.032185e-06 1.002341e-05
## 182 1.032185e-06 1.058245e-05
## 183 9.494010e-03 1.585038e-03
## 184 2.706960e-05 8.118436e-06
## 185 8.552331e-03 1.857020e-02
## 186 8.716311e-03 1.247543e-02
## 187 2.315606e-02 2.609529e-02
## 188 4.973198e-05 1.471515e-06
## 189 3.199561e-05 1.067359e-04
## 190 1.167784e-05 4.894542e-05
## 191 1.722005e-02 1.704785e-02
## 192 2.365101e-06 5.055921e-05
## 193 1.032185e-06 1.471515e-06
## 194 1.348678e-04 2.032909e-04
## 195 5.494338e-04 1.071712e-03
## 196 4.824628e-03 1.230027e-02
## 197 1.032185e-06 1.471515e-06
## 198 5.729359e-05 6.611024e-05
## 199 1.455632e-04 1.909964e-04
## 200 1.096020e-05 2.826808e-05
## 201 7.738992e-04 8.757662e-04
## 202 6.678397e-06 6.606572e-06
## 203 2.799012e-03 6.242473e-03
## 204 2.711227e-04 7.615009e-04
## 205 1.032185e-06 1.471515e-06
## 206 1.305680e-06 1.533366e-06
## 207 8.720446e-06 2.247115e-05
## 208 2.101288e-05 2.398901e-05
## 209 1.032185e-06 1.471515e-06
## 210 1.032185e-06 1.471515e-06
## 211 3.968093e-04 7.556644e-04
## 212 3.908735e-06 8.779884e-06
## 213 2.199717e-03 3.691783e-03
## 214 2.864822e-04 7.600244e-04
## 215 1.107355e-03 1.533489e-03
## 216 5.327187e-05 2.424309e-05
## 217 8.623764e-03 3.116420e-02
## 218 5.454495e-04 1.796909e-03
## 219 8.531774e-04 2.386701e-03
## 220 1.980397e-02 1.258835e-02
## 221 1.032185e-06 1.471515e-06
## 222 1.099270e-04 3.692878e-04
## 223 1.640707e-03 3.048538e-03
## 224 1.032185e-06 1.471515e-06
## 225 1.204259e-04 9.766718e-05
## 226 3.886237e-05 7.089942e-05
## 227 1.032185e-06 1.471515e-06
## 228 1.032185e-06 1.471515e-06
## 229 5.351509e-04 8.921867e-04
## 230 4.149443e-03 6.502604e-03
## 231 1.032185e-06 1.471515e-06
## 232 1.244310e-04 1.895326e-04
## 233 2.840305e-04 5.014986e-04
## 234 1.032185e-06 1.471515e-06
## 235 4.509832e-05 8.602606e-05
## 236 4.300409e-05 4.912215e-05
## 237 2.358834e-05 5.041573e-05
## 238 1.032185e-06 1.471515e-06
## 239 2.920966e-04 3.122379e-04
## 240 1.032185e-06 1.471515e-06
## 241 1.032185e-06 1.471515e-06
## 242 3.793427e-06 1.471515e-06
## 243 1.032185e-06 1.471515e-06
## 244 1.032185e-06 1.471515e-06
## 245 1.032185e-06 1.471515e-06
## 246 1.032185e-06 1.471515e-06
## 247 8.828974e-04 2.252641e-03
## 248 1.112476e-05 6.580978e-06
## 249 1.032185e-06 1.471515e-06
## 250 1.032185e-06 1.471515e-06
## 251 1.691634e-03 7.996927e-04
## 252 1.032185e-06 1.471515e-06
## 253 1.032185e-06 1.471515e-06
## 254 1.032185e-06 1.471515e-06
## 255 4.115027e-06 1.969326e-06
## 256 1.054312e-06 1.471515e-06
## 257 5.116913e-05 2.574646e-05
## 258 1.032185e-06 7.041593e-06
## 259 1.032185e-06 1.471515e-06
## 260 4.818372e-04 1.471515e-06
## 261 1.032185e-06 1.471515e-06
## 262 1.032185e-06 1.471515e-06
## 263 7.827163e-02 1.471515e-06
## 264 1.032185e-06 1.471515e-06
## 265 1.757925e-05 1.471515e-06
## 266 9.606440e-06 5.886875e-06
## 267 1.032185e-06 1.471515e-06
## 268 4.396032e-06 1.471515e-06
## 269 1.032185e-06 1.471515e-06
## 270 1.032185e-06 1.471515e-06
## 271 1.032185e-06 1.471515e-06
## 272 1.032185e-06 1.719515e-06
## 273 1.032185e-06 1.471515e-06
## 274 2.722715e-04 1.471515e-06
## 275 1.032185e-06 1.471515e-06
## 276 1.032185e-06 1.471515e-06
## 277 1.032185e-06 1.471515e-06
## 278 8.753754e-06 1.076221e-05
## 279 3.727266e-03 7.897772e-04
## 280 1.032185e-06 1.471515e-06
## 281 1.032185e-06 1.471515e-06
## 282 1.032185e-06 1.471515e-06
## 283 1.032185e-06 1.471515e-06
## 284 2.396980e-03 3.054672e-03
## 285 5.204811e-04 3.907229e-04
## 286 9.979155e-03 7.211091e-03
## 287 5.469367e-05 5.075232e-05
## 288 7.906844e-06 1.022906e-05
## 289 3.871525e-06 3.722062e-06
## 290 1.032185e-06 1.509847e-06
## 291 1.032185e-06 2.993227e-06
## 292 1.032185e-06 1.471515e-06
## 293 1.032185e-06 1.471515e-06
## 294 1.032185e-06 1.471515e-06
## 295 7.350803e-06 5.794170e-06
## 296 1.032185e-06 1.471515e-06
## 297 1.253535e-06 1.471515e-06
## 298 1.032185e-06 1.471515e-06
## 299 1.032185e-06 2.293581e-06
## 300 2.319596e-05 2.393586e-05
## 301 1.032185e-06 1.471515e-06
## 302 1.032185e-06 1.471515e-06
## 303 1.032185e-06 1.471515e-06
## 304 1.032185e-06 1.471515e-06
## 305 7.932576e-02 5.210745e-02
## 306 3.373565e-05 5.738103e-05
## 307 1.032185e-06 1.471515e-06
## 308 4.955648e-05 9.657661e-05
## 309 1.032185e-06 1.471515e-06
## 310 1.032185e-06 1.471515e-06
## 311 6.529958e-05 1.429959e-05
## 312 2.416210e-04 7.533633e-04
## 313 1.381920e-05 4.578496e-05
## 314 1.054543e-03 8.548348e-04
## 315 1.032185e-06 1.471515e-06
## 316 4.732406e-05 1.176396e-05
## 317 9.339037e-05 9.481884e-05
## 318 1.032185e-06 1.471515e-06
## 319 1.724136e-05 1.128944e-05
## 320 2.700454e-06 8.115623e-06
## 321 8.865769e-04 3.885084e-04
## 322 1.067084e-05 1.593251e-05
## 323 3.560485e-05 3.564930e-05
## 324 8.875164e-05 9.559093e-05
## 325 1.032185e-06 1.471515e-06
## 326 1.822281e-04 1.942273e-04
## 327 1.898424e-06 1.471515e-06
## 328 1.984558e-03 1.235434e-03
## 329 1.960940e-04 1.375871e-04
## 330 1.394181e-03 1.531046e-03
## 331 1.447253e-03 2.040776e-03
## 332 4.142914e-04 4.243180e-04
## 333 1.032185e-06 1.471515e-06
## 334 1.032185e-06 1.471515e-06
## 335 3.760816e-04 7.750803e-04
## 336 4.376621e-03 4.614958e-03
## 337 3.288765e-04 4.395556e-04
## 338 1.032185e-06 1.471515e-06
## 339 1.032185e-06 1.471515e-06
## 340 1.032185e-06 1.471515e-06
## 341 1.032185e-06 1.471515e-06
## 342 1.032185e-06 1.471515e-06
## 343 1.032185e-06 1.471515e-06
## 344 1.032185e-06 1.471515e-06
## 345 1.564145e-05 1.458994e-05
## 346 5.531404e-04 1.551020e-03
## 347 3.595134e-04 2.620143e-04
## 348 1.032185e-06 1.471515e-06
## 349 2.680239e-01 5.453149e-02
## 350 5.424709e-04 7.834524e-04
## 351 3.074061e-04 6.762917e-04
## 352 1.032185e-06 1.471515e-06
## 353 1.032185e-06 1.471515e-06
## 354 1.032185e-06 1.471515e-06
## 355 7.469822e-05 4.047339e-05
## 356 1.163779e-03 3.106775e-03
## 357 4.348970e-05 4.056045e-05
## 358 1.032185e-06 3.538657e-06
## 359 4.643335e-01 5.843211e-01
## 360 3.355411e-02 2.532548e-02
p_load("matrixTests")
tStudent <- row_t_welch(Analisis[,c("A","B","C")],
Analisis[,c("D","E","F")])
tStudent
## obs.x obs.y obs.tot mean.x mean.y mean.diff var.x
## 1 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 2 3 3 6 2.104945e-02 3.962172e-02 -1.857227e-02 4.856207e-05
## 3 3 3 6 8.558097e-02 1.737690e-01 -8.818806e-02 1.327202e-03
## 4 3 3 6 4.716674e-03 7.158844e-03 -2.442170e-03 1.377166e-05
## 5 3 3 6 8.019463e-03 1.307895e-02 -5.059490e-03 7.633725e-06
## 6 3 3 6 1.234439e-01 2.011329e-01 -7.768894e-02 1.436199e-03
## 7 3 3 6 1.415957e-03 3.799691e-03 -2.383733e-03 2.628669e-07
## 8 3 3 6 7.807440e-03 9.436664e-03 -1.629224e-03 2.597538e-06
## 9 3 3 6 8.564286e-06 7.146799e-06 1.417487e-06 3.308511e-11
## 10 3 3 6 3.915742e-01 3.629677e-01 2.860657e-02 1.114555e-02
## 11 3 3 6 4.660299e-05 8.137138e-05 -3.476839e-05 1.656519e-09
## 12 3 3 6 2.105688e-03 4.724092e-03 -2.618404e-03 5.126217e-06
## 13 3 3 6 6.064444e-05 1.325072e-06 5.931937e-05 2.659358e-09
## 14 3 3 6 5.827561e-02 1.961662e-02 3.865899e-02 1.317081e-03
## 15 3 3 6 2.651212e-03 2.693565e-03 -4.235328e-05 1.369858e-08
## 16 3 3 6 9.009825e-05 1.971328e-04 -1.070345e-04 7.126923e-09
## 17 3 3 6 3.021619e-03 5.189216e-03 -2.167596e-03 1.266358e-06
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## 228 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 229 3 3 6 2.849564e-04 7.731748e-04 -4.882184e-04 2.294908e-07
## 230 3 3 6 2.439836e-03 5.718217e-03 -3.278382e-03 1.378051e-05
## 231 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 232 3 3 6 1.557839e-04 1.678320e-04 -1.204810e-05 7.760480e-11
## 233 3 3 6 5.923033e-04 4.290092e-04 1.632941e-04 8.407177e-08
## 234 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 235 3 3 6 2.346162e-05 7.238348e-05 -4.892186e-05 1.805844e-10
## 236 3 3 6 8.392283e-05 4.708280e-05 3.684003e-05 1.006784e-10
## 237 3 3 6 3.655390e-05 4.147326e-05 -4.919367e-06 1.408835e-11
## 238 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 239 3 3 6 1.290358e-04 3.055242e-04 -1.764884e-04 1.555332e-08
## 240 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 241 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 242 3 3 6 1.804753e-06 2.245486e-06 -4.407321e-07 1.725066e-12
## 243 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 244 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 245 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 246 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 247 3 3 6 3.625215e-04 1.796060e-03 -1.433538e-03 3.919890e-07
## 248 3 3 6 1.855712e-04 8.095571e-06 1.774756e-04 2.549928e-08
## 249 3 3 6 1.124104e-06 1.325072e-06 -2.009678e-07 1.583773e-14
## 250 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 251 3 3 6 1.250987e-03 1.097007e-03 1.539808e-04 9.587017e-08
## 252 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 253 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 254 3 3 6 5.890077e-06 1.325072e-06 4.565005e-06 2.897755e-11
## 255 3 3 6 9.841591e-05 2.684560e-06 9.573135e-05 7.130928e-09
## 256 3 3 6 1.113319e-06 1.332447e-06 -2.191284e-07 2.043512e-14
## 257 3 3 6 8.563837e-05 3.422068e-05 5.141769e-05 4.900977e-09
## 258 3 3 6 9.986171e-06 5.038457e-06 4.947713e-06 6.914627e-11
## 259 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 260 3 3 6 4.927528e-05 1.615934e-04 -1.123181e-04 1.901351e-09
## 261 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 262 3 3 6 4.172429e-06 1.325072e-06 2.847357e-06 2.669189e-11
## 263 3 3 6 6.548868e-02 2.609152e-02 3.939715e-02 4.084306e-03
## 264 3 3 6 1.911001e-05 1.325072e-06 1.778494e-05 2.562929e-10
## 265 3 3 6 2.050200e-05 6.840761e-06 1.366124e-05 3.438976e-10
## 266 3 3 6 5.365736e-05 7.126730e-06 4.653063e-05 1.878864e-09
## 267 3 3 6 2.492327e-06 1.325072e-06 1.167256e-06 2.445870e-12
## 268 3 3 6 3.084810e-05 2.446354e-06 2.840174e-05 6.584266e-10
## 269 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 270 3 3 6 4.300339e-06 1.325072e-06 2.975267e-06 2.903005e-11
## 271 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 272 3 3 6 3.546635e-06 1.490405e-06 2.056229e-06 4.352846e-12
## 273 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 274 3 3 6 1.113319e-06 9.173816e-05 -9.062484e-05 2.043512e-14
## 275 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 276 3 3 6 5.006405e-05 1.325072e-06 4.873898e-05 2.162951e-09
## 277 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 278 3 3 6 1.298722e-05 1.009272e-05 2.894501e-06 1.064344e-10
## 279 3 3 6 6.492716e-04 1.768940e-03 -1.119668e-03 4.993665e-07
## 280 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 281 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 282 3 3 6 5.665072e-06 1.325072e-06 4.340000e-06 2.440035e-11
## 283 3 3 6 6.590259e-06 1.325072e-06 5.265187e-06 9.038121e-11
## 284 3 3 6 2.791691e-03 2.835441e-03 -4.375006e-05 1.687529e-07
## 285 3 3 6 3.751986e-04 4.339756e-04 -5.877702e-05 6.465611e-09
## 286 3 3 6 2.469100e-03 8.133779e-03 -5.664679e-03 1.587005e-05
## 287 3 3 6 1.716957e-05 5.206610e-05 -3.489653e-05 7.797089e-10
## 288 3 3 6 5.618388e-06 9.454989e-06 -3.836601e-06 9.507823e-12
## 289 3 3 6 3.455165e-06 3.771883e-06 -3.167172e-07 4.736645e-12
## 290 3 3 6 1.558006e-06 1.350626e-06 2.073803e-07 7.875711e-13
## 291 3 3 6 1.452242e-06 2.339547e-06 -8.873050e-07 4.975769e-13
## 292 3 3 6 2.622192e-06 1.325072e-06 1.297120e-06 5.504112e-12
## 293 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 294 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 295 3 3 6 1.415553e-05 6.313047e-06 7.842483e-06 1.356392e-10
## 296 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 297 3 3 6 3.872955e-06 1.398855e-06 2.474100e-06 1.354430e-12
## 298 3 3 6 2.764661e-05 1.325072e-06 2.632154e-05 1.326934e-09
## 299 3 3 6 1.082231e-05 1.873116e-06 8.949199e-06 1.665316e-11
## 300 3 3 6 1.522184e-05 2.368923e-05 -8.467385e-06 2.128049e-10
## 301 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 302 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 303 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 304 3 3 6 3.324252e-06 1.325072e-06 1.999180e-06 3.252226e-12
## 305 3 3 6 1.986129e-02 6.118022e-02 -4.131892e-02 6.772929e-04
## 306 3 3 6 5.995882e-05 4.949923e-05 1.045959e-05 1.775995e-10
## 307 3 3 6 1.860189e-05 1.325072e-06 1.727681e-05 9.244093e-10
## 308 3 3 6 7.477902e-05 8.090323e-05 -6.124215e-06 4.690743e-11
## 309 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 310 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 311 3 3 6 2.330712e-05 3.129959e-05 -7.992466e-06 1.193832e-10
## 312 3 3 6 1.442121e-03 5.827825e-04 8.593384e-04 1.332392e-06
## 313 3 3 6 2.521571e-05 3.512971e-05 -9.913994e-06 3.077235e-11
## 314 3 3 6 3.736097e-04 9.214042e-04 -5.477944e-04 1.672668e-07
## 315 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 316 3 3 6 5.353315e-05 2.361733e-05 2.991582e-05 3.792352e-10
## 317 3 3 6 1.279049e-04 9.434269e-05 3.356218e-05 3.399194e-09
## 318 3 3 6 1.494592e-05 1.325072e-06 1.362084e-05 2.727171e-10
## 319 3 3 6 1.582679e-04 1.327341e-05 1.449945e-04 1.859104e-08
## 320 3 3 6 2.124926e-06 6.310567e-06 -4.185641e-06 1.212043e-13
## 321 3 3 6 1.447372e-04 5.545312e-04 -4.097940e-04 1.553770e-08
## 322 3 3 6 2.762487e-05 1.417862e-05 1.344625e-05 2.212071e-10
## 323 3 3 6 7.471521e-05 3.563448e-05 3.908073e-05 6.758087e-10
## 324 3 3 6 9.102159e-05 9.331117e-05 -2.289584e-06 2.997761e-10
## 325 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 326 3 3 6 4.925494e-04 1.902276e-04 3.023219e-04 2.298972e-08
## 327 3 3 6 1.113319e-06 1.613818e-06 -5.004989e-07 2.043512e-14
## 328 3 3 6 4.103673e-04 1.485142e-03 -1.074774e-03 3.815234e-07
## 329 3 3 6 3.405333e-05 1.570894e-04 -1.230361e-04 2.158474e-09
## 330 3 3 6 4.932086e-04 1.485424e-03 -9.922157e-04 5.338944e-07
## 331 3 3 6 1.234216e-03 1.842935e-03 -6.087194e-04 7.177501e-07
## 332 3 3 6 1.024943e-03 4.209758e-04 6.039668e-04 3.319524e-07
## 333 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 334 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 335 3 3 6 1.207291e-03 6.420807e-04 5.652105e-04 5.710057e-07
## 336 3 3 6 1.620595e-03 4.535513e-03 -2.914917e-03 3.157383e-06
## 337 3 3 6 1.716533e-04 4.026626e-04 -2.310093e-04 5.039681e-08
## 338 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 339 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 340 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 341 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 342 3 3 6 3.292857e-06 1.325072e-06 1.967785e-06 3.901551e-12
## 343 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 344 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 345 3 3 6 1.997082e-05 1.494044e-05 5.030375e-06 9.326529e-11
## 346 3 3 6 2.153793e-03 1.218394e-03 9.353990e-04 4.007983e-07
## 347 3 3 6 2.971253e-04 2.945140e-04 2.611221e-06 3.731366e-09
## 348 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 349 3 3 6 1.172847e-01 1.256956e-01 -8.410917e-03 5.292181e-04
## 350 3 3 6 2.657208e-04 7.031253e-04 -4.374045e-04 1.402138e-07
## 351 3 3 6 1.650194e-03 5.533298e-04 1.096864e-03 1.721168e-06
## 352 3 3 6 1.024474e-05 1.325072e-06 8.919671e-06 6.355345e-11
## 353 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 354 3 3 6 1.113319e-06 1.325072e-06 -2.117528e-07 2.043512e-14
## 355 3 3 6 2.653678e-02 5.188167e-05 2.648490e-02 5.362932e-04
## 356 3 3 6 1.798639e-02 2.459110e-03 1.552728e-02 1.655929e-04
## 357 3 3 6 4.816179e-06 4.153687e-05 -3.672069e-05 4.260196e-11
## 358 3 3 6 1.113319e-06 2.703166e-06 -1.589848e-06 2.043512e-14
## 359 3 3 6 4.390855e-01 5.443253e-01 -1.052397e-01 3.209332e-02
## 360 3 3 6 3.717849e-02 2.806836e-02 9.110137e-03 8.641327e-06
## var.y stderr df statistic pvalue conf.low
## 1 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 2 2.059433e-05 4.801263e-03 3.437756 -3.86820516 0.023881636 -3.280818e-02
## 3 4.431585e-04 2.429239e-02 3.201644 -3.63027561 0.032306112 -1.628144e-01
## 4 1.712499e-06 2.271868e-03 2.489824 -1.07496123 0.375402609 -1.058711e-02
## 5 1.827033e-06 1.775834e-03 2.905480 -2.84907826 0.067660737 -1.081643e-02
## 6 2.906453e-04 2.399197e-02 2.777638 -3.23812254 0.053412875 -1.576192e-01
## 7 1.502095e-07 3.710689e-04 3.723076 -6.42396492 0.003847257 -3.444923e-03
## 8 5.364248e-07 1.022083e-03 2.792263 -1.59402303 0.215829843 -5.023230e-03
## 9 3.987329e-12 3.515321e-06 2.475168 0.40323129 0.719014629 -1.123923e-05
## 10 6.655183e-03 7.702972e-02 3.760693 0.37137056 0.730329068 -1.907379e-01
## 11 6.676231e-10 2.783369e-05 3.386844 -1.24914795 0.290978798 -1.178901e-04
## 12 2.375917e-07 1.337137e-03 2.184996 -1.95821629 0.178414528 -7.929161e-03
## 13 6.433678e-14 2.977372e-05 2.000097 1.99234008 0.184543642 -6.878066e-05
## 14 7.977590e-05 2.157820e-02 2.241395 1.79157611 0.201312015 -4.523102e-02
## 15 1.940027e-06 8.069955e-04 2.028243 -0.05248267 0.962855729 -3.468651e-03
## 16 1.045946e-10 4.909690e-05 2.058691 -2.18006696 0.157424759 -3.126139e-04
## 17 5.174968e-06 1.465301e-03 2.923530 -1.47928360 0.237899965 -6.900609e-03
## 18 6.433678e-14 2.525955e-03 2.000000 1.99463054 0.184236075 -5.829959e-03
## 19 3.029492e-12 3.606495e-05 2.003108 1.88744995 0.199523563 -8.687368e-05
## 20 1.514856e-11 2.609062e-05 2.029892 2.46674569 0.130629050 -4.633059e-05
## 21 4.688518e-06 4.678464e-03 2.305759 1.61439816 0.231228842 -1.022334e-02
## 22 2.716413e-04 2.234563e-02 2.844584 2.59900892 0.084945706 -1.528665e-02
## 23 1.203602e-07 2.191577e-03 2.033691 -1.85867133 0.202070085 -1.335489e-02
## 24 1.597698e-04 1.527805e-02 3.087396 -2.05783897 0.129186373 -7.929191e-02
## 25 1.121201e-11 2.156063e-06 2.920582 -1.86529857 0.161489039 -1.099003e-05
## 26 5.661513e-09 1.050404e-04 2.791624 -1.44825426 0.249803696 -5.009797e-04
## 27 6.433678e-14 4.297283e-05 2.000046 1.99673800 0.183945087 -9.908757e-05
## 28 1.910042e-06 9.434707e-04 3.374532 -2.33512130 0.091961645 -5.025667e-03
## 29 2.552306e-07 2.927682e-04 2.029918 -0.19279300 0.864691343 -1.298499e-03
## 30 7.989480e-07 7.341330e-04 3.999450 -5.96687495 0.003963819 -6.418871e-03
## 31 1.600016e-09 2.644054e-05 3.133701 -1.04742639 0.368874563 -1.098451e-04
## 32 6.776349e-11 4.910137e-06 2.268240 -0.80314224 0.497397475 -2.284763e-05
## 33 4.106592e-11 3.726976e-06 2.058930 -1.78800166 0.212063517 -2.226782e-05
## 34 1.732445e-10 3.597399e-05 2.186423 2.86563826 0.093216994 -3.971122e-05
## 35 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 36 5.488354e-05 5.935965e-03 3.994108 1.48716665 0.211280444 -7.662705e-03
## 37 6.433678e-14 2.630652e-04 2.000001 1.54579777 0.262188107 -7.252319e-04
## 38 5.514868e-10 2.506427e-04 2.011739 1.69777761 0.230918955 -6.468848e-04
## 39 7.965302e-08 3.102719e-04 3.330390 -0.24824826 0.818475763 -1.011280e-03
## 40 1.311192e-12 2.101468e-06 2.434122 0.60288037 0.598037685 -6.392565e-06
## 41 6.736944e-14 2.555227e-06 2.013805 2.27935027 0.149400022 -5.098088e-06
## 42 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 43 2.490356e-05 8.673733e-03 2.488578 -1.70910100 0.204388596 -4.593194e-02
## 44 2.530630e-03 1.158180e-01 2.267221 -1.97335064 0.171943549 -6.746134e-01
## 45 7.487356e-05 1.884446e-02 2.300659 -1.14189312 0.358357933 -9.324589e-02
## 46 3.685356e-08 2.405499e-04 3.005061 2.55008861 0.083796116 -1.513847e-04
## 47 1.525669e-11 9.782931e-06 2.223773 0.51703611 0.652008719 -3.322494e-05
## 48 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 49 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 50 3.576023e-11 3.971301e-06 3.170180 -5.03962675 0.013172833 -3.227705e-05
## 51 3.177320e-07 5.429988e-04 3.706129 -1.62143894 0.185841820 -2.436382e-03
## 52 8.308171e-06 3.380442e-03 3.160704 -1.37285923 0.259100638 -1.509603e-02
## 53 2.743444e-11 9.215142e-06 2.475811 0.44095653 0.694837170 -2.910888e-05
## 54 1.787606e-08 2.816937e-03 2.003006 -2.56658502 0.123973425 -1.933279e-02
## 55 1.135638e-10 1.311232e-05 3.045953 -4.11262976 0.025287114 -9.530145e-05
## 56 1.879354e-08 3.841975e-03 2.001698 2.08211923 0.172664806 -8.517800e-03
## 57 1.646230e-07 3.150894e-04 3.956026 -0.81805306 0.459734834 -1.136437e-03
## 58 5.168336e-06 4.340599e-03 2.398528 2.06286568 0.153622484 -7.041945e-03
## 59 6.467313e-06 8.615879e-03 2.119529 1.71004599 0.222302345 -2.040452e-02
## 60 1.091909e-04 2.436502e-02 2.260148 1.76327246 0.205225112 -5.111682e-02
## 61 8.567716e-06 2.389818e-03 4.000000 -1.96214850 0.121255585 -1.132437e-02
## 62 1.103872e-08 1.134312e-04 3.380599 -4.07495798 0.021186671 -8.012791e-04
## 63 3.605732e-11 8.944770e-06 2.685684 1.63671998 0.210690489 -1.580691e-05
## 64 1.671781e-11 7.037896e-06 2.499049 1.29197535 0.302884820 -1.607211e-05
## 65 1.942683e-07 2.548661e-04 2.012393 -1.31986916 0.317014080 -1.426544e-03
## 66 1.290882e-09 7.935926e-05 2.291767 -1.92491745 0.177658682 -4.557612e-04
## 67 5.334741e-08 3.978054e-04 2.498395 -5.45350512 0.019176768 -3.592105e-03
## 68 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 69 4.339737e-08 1.210603e-04 2.052473 0.96685240 0.433379458 -3.912774e-04
## 70 1.336629e-07 2.740875e-04 3.866029 0.29276378 0.784740220 -6.912598e-04
## 71 4.063125e-10 1.179576e-05 2.109264 -2.02232831 0.173853716 -7.216990e-05
## 72 1.483630e-04 4.476997e-02 2.101126 1.68713978 0.227612210 -1.084791e-01
## 73 9.188705e-09 8.669952e-05 3.867558 -0.76666452 0.487396120 -3.104720e-04
## 74 7.881132e-12 2.607058e-06 3.804032 -0.10024512 0.925208844 -7.649157e-06
## 75 7.177357e-09 1.683247e-03 2.003380 -1.56277461 0.258324889 -9.861264e-03
## 76 1.215671e-04 1.761257e-02 2.587772 -1.40527498 0.267986149 -8.620750e-02
## 77 2.728339e-10 4.608183e-05 2.178615 1.19217972 0.346835730 -1.285451e-04
## 78 5.976070e-08 8.942036e-04 2.102130 0.37831321 0.740007060 -3.335466e-03
## 79 4.170359e-10 1.207803e-05 2.197107 -0.73133039 0.534647502 -5.657892e-05
## 80 9.060959e-07 1.097055e-03 3.204887 -1.49796779 0.225408387 -5.011740e-03
## 81 3.080716e-11 4.715076e-06 3.976915 -2.30825388 0.082572702 -2.400477e-05
## 82 4.193230e-09 6.697792e-05 3.502583 -1.71113731 0.172298382 -3.114619e-04
## 83 7.042833e-05 1.826751e-02 2.300973 -1.45165746 0.268069280 -9.604212e-02
## 84 2.138018e-10 1.009272e-05 3.449998 -3.98726430 0.021709832 -7.011712e-05
## 85 1.999701e-06 8.632778e-04 2.465672 0.37306324 0.738799113 -2.794820e-03
## 86 1.710101e-03 4.387449e-02 3.429770 1.83242710 0.152631422 -4.983683e-02
## 87 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 88 2.250227e-09 5.627346e-05 3.132431 0.81029104 0.474786109 -1.292814e-04
## 89 8.183555e-08 6.844382e-04 2.246383 1.76173333 0.206196954 -1.450238e-03
## 90 1.235688e-11 2.031200e-06 2.006615 -1.17552109 0.360436698 -1.109972e-05
## 91 5.047941e-11 5.701221e-06 3.995008 -3.24669643 0.031530917 -3.434706e-05
## 92 1.033485e-08 6.859373e-04 2.029501 1.66738753 0.235567464 -1.766893e-03
## 93 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 94 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 95 4.416571e-11 3.837801e-06 2.001851 -1.97839684 0.186357484 -2.409080e-05
## 96 2.400452e-05 1.292677e-02 2.200662 1.87518671 0.189897554 -2.679113e-02
## 97 3.674040e-07 1.131493e-03 2.418421 1.52816413 0.244741338 -2.414896e-03
## 98 1.401500e-03 2.731256e-02 3.760264 -0.94106991 0.403102220 -1.034801e-01
## 99 2.671244e-06 8.455859e-03 2.050432 1.82941448 0.205717378 -2.006912e-02
## 100 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 101 2.545974e-10 5.693421e-05 2.107462 -4.95538435 0.034501593 -5.155097e-04
## 102 1.719320e-05 8.989026e-03 2.303596 -1.49750636 0.256968547 -4.764124e-02
## 103 1.228052e-11 2.004619e-04 2.000408 1.71813191 0.227885922 -5.179295e-04
## 104 6.227231e-15 9.427327e-08 3.115354 -3.43791778 0.038967385 -6.179357e-07
## 105 6.433678e-14 9.517798e-07 2.096934 0.75003542 0.528301777 -3.205143e-06
## 106 1.571418e-11 2.331896e-06 2.152260 -2.68693694 0.106511518 -1.564857e-05
## 107 7.298558e-07 5.716133e-04 3.227688 -0.47778863 0.663309685 -2.021754e-03
## 108 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 109 3.792271e-13 2.617124e-06 2.075184 1.32150994 0.313192141 -7.419960e-06
## 110 8.766873e-03 8.095772e-02 3.953660 0.07666085 0.942615670 -2.196112e-01
## 111 5.708122e-07 3.292749e-03 2.071427 -1.01152272 0.415086622 -1.704024e-02
## 112 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 113 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 114 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 115 3.074263e-04 1.230088e-02 3.553452 -0.62055773 0.572451764 -4.354720e-02
## 116 2.238299e-03 1.217009e-01 2.211591 0.58557366 0.612398278 -4.071753e-01
## 117 5.037856e-10 1.690713e-05 3.881222 -0.72999928 0.507004376 -5.985592e-05
## 118 1.261786e-07 5.462830e-04 2.639042 -1.07228989 0.371737984 -2.466869e-03
## 119 5.467779e-05 5.264408e-03 3.638328 -1.71948715 0.167719976 -2.425966e-02
## 120 1.213388e-05 2.011126e-03 2.000000 -1.00017811 0.422581183 -1.066466e-02
## 121 8.515202e-02 4.257700e-01 2.717831 -2.44780282 0.100715424 -2.480358e+00
## 122 9.703380e-09 7.921719e-04 2.020723 1.40165898 0.294871108 -2.264807e-03
## 123 6.639453e-08 2.437891e-03 2.014951 -1.97073268 0.186599337 -1.521960e-02
## 124 2.007832e-07 4.827526e-04 3.386483 -8.04376201 0.002543968 -5.324900e-03
## 125 7.606376e-05 8.219195e-03 3.765827 -1.32373378 0.260224721 -3.427086e-02
## 126 5.599733e-10 1.728376e-03 2.000250 -1.89781605 0.198132593 -1.071585e-02
## 127 4.408367e-07 5.554477e-04 3.991025 -1.54953016 0.196341048 -2.404222e-03
## 128 2.540094e-07 6.989076e-04 2.803403 0.45802222 0.680085944 -1.995020e-03
## 129 8.559581e-08 2.060053e-03 2.027073 1.49796475 0.271267522 -5.665322e-03
## 130 1.654449e-11 8.608873e-06 2.319509 1.94036622 0.174027907 -1.585216e-05
## 131 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 132 5.679990e-13 4.428823e-07 2.143724 -1.78177086 0.208223758 -2.577342e-06
## 133 7.210440e-09 7.656286e-05 3.874519 -1.60194296 0.186715211 -3.379647e-04
## 134 1.722442e-03 1.825639e-01 2.070092 2.03200206 0.174883397 -3.895938e-01
## 135 2.339538e-08 9.192216e-05 2.331714 -0.16881962 0.879474424 -3.617127e-04
## 136 2.122163e-07 1.484541e-03 2.132503 0.13872268 0.901671718 -5.815871e-03
## 137 9.527826e-08 2.800569e-04 3.860433 -0.97627693 0.386061794 -1.062189e-03
## 138 1.073038e-10 7.518738e-06 3.736759 -1.31567174 0.263192742 -3.136052e-05
## 139 4.317383e-08 1.759911e-04 3.980096 -1.43247447 0.225623620 -7.416974e-04
## 140 9.286258e-07 5.773205e-04 2.305198 -3.17978182 0.071637782 -4.029758e-03
## 141 1.928491e-06 5.179087e-02 2.000959 1.34266216 0.311423364 -1.531982e-01
## 142 1.452499e-06 2.074096e-03 2.499255 -4.76379473 0.026246616 -1.729633e-02
## 143 3.743147e-06 6.965684e-03 2.105502 -2.21310430 0.150962214 -4.399259e-02
## 144 4.936684e-03 6.899801e-02 3.651996 -1.45269637 0.226449719 -2.992210e-01
## 145 6.253207e-12 1.789047e-06 3.664720 1.40828793 0.237962540 -2.632157e-06
## 146 1.524592e-05 2.256353e-03 2.007207 -1.06807528 0.396983184 -1.208493e-02
## 147 1.655069e-07 6.193002e-04 2.653597 -1.08010978 0.368372368 -2.793657e-03
## 148 7.505276e-09 3.161072e-04 2.102651 -1.98845064 0.178826134 -1.926973e-03
## 149 1.651293e-07 2.997364e-04 3.806715 -1.18281757 0.305451307 -1.203667e-03
## 150 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 151 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 152 7.588438e-07 9.744431e-04 3.283279 -2.60180106 0.073178185 -5.490415e-03
## 153 2.056583e-10 1.869820e-05 2.920820 -3.58666124 0.038753709 -1.274932e-04
## 154 2.177651e-09 1.200776e-04 2.211455 -2.68227728 0.103813330 -7.941641e-04
## 155 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 156 4.719960e-05 1.132530e-02 2.548535 -1.67266857 0.208840208 -5.888118e-02
## 157 7.341113e-12 3.445392e-06 2.973064 -0.68177594 0.544704779 -1.337018e-05
## 158 5.938187e-07 4.940849e-04 2.885046 -1.58002599 0.215788603 -2.389110e-03
## 159 3.707600e-08 2.059632e-04 3.406677 -0.85167755 0.450096085 -7.887633e-04
## 160 6.433678e-14 1.196743e-06 2.060792 0.87907559 0.469714322 -3.954284e-06
## 161 1.573419e-09 5.775312e-05 2.721221 2.10797632 0.134840312 -7.317918e-05
## 162 1.220950e-06 8.546843e-04 3.948432 -1.92493233 0.127479645 -4.030466e-03
## 163 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 164 6.204263e-10 3.350227e-05 2.859638 -1.48136807 0.239382755 -1.592710e-04
## 165 2.215812e-06 1.810813e-03 3.072313 -1.02486204 0.379240783 -7.542670e-03
## 166 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 167 1.420755e-07 3.856187e-04 3.534198 2.15735956 0.106188955 -2.967454e-04
## 168 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 169 7.164386e-06 1.851933e-03 3.465716 1.78737309 0.159358549 -2.159915e-03
## 170 6.067344e-09 6.048312e-05 3.955800 -1.01724150 0.367159247 -2.301966e-04
## 171 3.704944e-09 4.504677e-05 3.819793 -5.58174136 0.005784715 -3.788710e-04
## 172 1.171091e-08 6.696501e-05 2.582131 0.50413674 0.653980937 -2.002567e-04
## 173 6.125902e-10 1.627673e-05 3.093043 -0.32701682 0.764541949 -5.625215e-05
## 174 3.229647e-10 1.542465e-05 3.964199 -1.63747482 0.177515204 -6.823614e-05
## 175 7.170984e-08 5.114597e-03 2.003658 -0.92023561 0.454444092 -2.667451e-02
## 176 6.777249e-05 5.521546e-03 3.245963 -2.80629391 0.061642902 -3.233733e-02
## 177 1.905771e-10 8.164819e-06 2.197144 -3.69401635 0.057164606 -6.243702e-05
## 178 6.238012e-11 1.133187e-05 2.745045 -0.05279891 0.961495847 -3.863234e-05
## 179 2.108103e-05 4.565501e-03 3.616276 -1.22952605 0.292817452 -1.883776e-02
## 180 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 181 2.694739e-11 3.127372e-06 2.352574 3.68816279 0.051480624 -1.625308e-07
## 182 3.040253e-11 3.249323e-06 2.167032 -1.75475424 0.211620874 -1.869892e-05
## 183 2.085061e-05 3.132646e-03 3.408778 0.01763257 0.986914394 -9.270872e-03
## 184 1.197156e-10 1.195829e-05 3.346538 0.38722559 0.721922578 -3.129095e-05
## 185 3.345258e-05 5.348236e-03 3.814828 -1.92706191 0.129686840 -2.544409e-02
## 186 4.710326e-06 4.396969e-03 2.350823 3.27693853 0.065690329 -2.046142e-03
## 187 2.879703e-06 8.273296e-03 2.056882 -1.89430952 0.195154941 -5.034239e-02
## 188 7.763574e-10 2.743134e-05 3.644798 0.20811743 0.846241578 -7.347110e-05
## 189 1.862038e-09 3.585144e-05 3.995325 -1.53393096 0.199910844 -1.545792e-04
## 190 4.629574e-10 1.346423e-05 2.678268 -2.19571786 0.126335820 -7.547726e-05
## 191 9.884924e-09 5.970685e-03 2.000370 -1.75669445 0.221027690 -3.617390e-02
## 192 7.742239e-10 1.985882e-05 3.651807 -1.09632827 0.339913762 -7.904525e-05
## 193 6.433678e-14 1.114070e-05 2.000691 0.98776380 0.427357568 -3.691431e-05
## 194 1.560575e-09 9.135648e-05 2.264715 -0.84098982 0.479790670 -4.289985e-04
## 195 9.092492e-08 2.653943e-04 3.923768 -2.58941550 0.061892320 -1.429749e-03
## 196 1.862839e-05 3.834244e-03 3.905850 -1.70327050 0.165448071 -1.727829e-02
## 197 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 198 2.591110e-11 9.981272e-06 2.376306 1.24385222 0.322179014 -2.462889e-05
## 199 6.880595e-10 1.906858e-05 3.743921 0.49022423 0.651304928 -4.505416e-05
## 200 9.985424e-11 8.943500e-06 3.890536 0.82954268 0.454658666 -1.769010e-05
## 201 3.458958e-09 6.153711e-04 2.012216 1.86180039 0.202912716 -1.486686e-03
## 202 1.719616e-15 1.309697e-06 2.001337 -3.26325279 0.082385206 -9.905435e-06
## 203 3.952474e-06 4.714101e-03 2.251091 2.03788675 0.164034832 -8.655337e-03
## 204 8.015693e-08 2.427658e-04 3.965498 -1.23308399 0.285599737 -9.756954e-04
## 205 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 206 1.728020e-14 3.982224e-05 2.000015 1.93558268 0.192558137 -9.426084e-05
## 207 6.302727e-11 6.701125e-05 2.018802 1.76189585 0.218976551 -1.677012e-04
## 208 2.952459e-12 5.306711e-06 2.144661 0.84173579 0.483333296 -1.695188e-05
## 209 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 210 6.433678e-14 1.823009e-04 2.000003 0.99848057 0.423234888 -6.023525e-04
## 211 4.292568e-08 2.340306e-04 3.257295 -1.85380376 0.153503890 -1.146436e-03
## 212 7.909364e-12 1.880085e-06 3.221091 -2.74541196 0.065609016 -1.091912e-05
## 213 7.420871e-07 5.916304e-04 3.416196 -2.46496922 0.080125767 -3.217838e-03
## 214 7.474739e-08 2.077215e-04 3.906281 -0.67441503 0.537850909 -7.223161e-04
## 215 6.053004e-08 2.697772e-04 3.337486 0.96096403 0.400898135 -5.522211e-04
## 216 2.808899e-10 1.016226e-05 2.407582 -2.05561744 0.154133458 -5.823367e-05
## 217 1.693570e-04 7.649215e-03 2.145638 0.18504156 0.869226692 -2.944574e-02
## 218 5.220505e-07 6.855341e-04 3.747752 -1.14799464 0.318929019 -2.741941e-03
## 219 7.838979e-07 6.739124e-04 3.911178 -2.12983372 0.101791013 -3.323280e-03
## 220 1.735503e-05 4.698046e-03 3.261625 -2.24127099 0.103685694 -2.482478e-02
## 221 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 222 2.242268e-08 1.236132e-04 3.998115 -1.50336772 0.207206789 -5.291051e-04
## 223 6.606629e-07 9.855483e-04 3.079972 -1.68481787 0.188239394 -4.751352e-03
## 224 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 225 1.726532e-10 8.743103e-06 3.185271 -4.60308064 0.016890602 -6.717613e-05
## 226 3.421242e-10 1.143951e-05 2.577435 -4.81412370 0.023966945 -9.509782e-05
## 227 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 228 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 229 4.249154e-08 3.010993e-04 2.716074 -1.62145313 0.212719308 -1.505688e-03
## 230 1.845790e-06 2.282272e-03 2.526326 -1.43645522 0.262290787 -1.137621e-02
## 231 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 232 1.412739e-09 2.228859e-05 2.219068 -0.54055033 0.638205514 -9.942332e-05
## 233 1.576413e-08 1.824243e-04 2.724557 0.89513323 0.442672755 -4.519195e-04
## 234 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 235 5.583599e-10 1.569442e-05 3.171173 -3.11715009 0.048804269 -9.737742e-05
## 236 1.247691e-11 6.141533e-06 2.488215 5.99850668 0.015481671 1.481160e-05
## 237 2.399029e-10 9.201291e-06 2.234094 -0.53463876 0.641384149 -4.078804e-05
## 238 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 239 1.352237e-10 7.231539e-05 2.034774 -2.44053714 0.132636293 -4.825958e-04
## 240 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 241 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 242 1.797093e-12 1.083537e-06 3.998328 -0.40675311 0.705021221 -3.449610e-06
## 243 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 244 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 245 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 246 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 247 6.253995e-07 5.823483e-04 3.799991 -2.46165140 0.072886899 -3.084518e-03
## 248 6.881977e-12 9.220659e-05 2.001080 1.92476037 0.194070351 -2.190523e-04
## 249 6.433678e-14 1.634773e-07 2.928415 -1.22933157 0.308496316 -7.284948e-07
## 250 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 251 2.651865e-07 3.469182e-04 3.278928 0.44385330 0.684824430 -8.987922e-04
## 252 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 253 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 254 6.433678e-14 3.111371e-06 2.008881 1.46720055 0.279491016 -8.765589e-06
## 255 1.534678e-12 4.875949e-05 2.000861 1.96333789 0.188530491 -1.139773e-04
## 256 5.801934e-14 1.617142e-07 3.253365 -1.35503462 0.261825052 -7.118278e-07
## 257 2.154375e-10 4.129736e-05 2.175493 1.24506015 0.330455560 -1.132172e-04
## 258 1.203766e-11 5.202049e-06 2.675875 0.95110864 0.419325970 -1.280187e-05
## 259 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 260 7.691706e-08 1.620889e-04 2.098818 -0.69294160 0.557038218 -7.791899e-04
## 261 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 262 6.433678e-14 2.986426e-06 2.009641 0.95343302 0.440580980 -9.943303e-06
## 263 2.042073e-03 4.518989e-02 3.599962 0.87181340 0.437580271 -9.176465e-02
## 264 6.433678e-14 9.244047e-06 2.001004 1.92393428 0.194196452 -2.196987e-05
## 265 8.648642e-11 1.197754e-05 2.946117 1.14057193 0.338218768 -2.485407e-05
## 266 4.611722e-12 2.505644e-05 2.009818 1.85703250 0.203811322 -6.077542e-05
## 267 6.433678e-14 9.147325e-07 2.105144 1.27606247 0.324607373 -2.586016e-06
## 268 2.850934e-12 1.484674e-05 2.017319 1.91299471 0.194784149 -3.495595e-05
## 269 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 270 6.433678e-14 3.114182e-06 2.008865 0.95539290 0.439824216 -1.036747e-05
## 271 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 272 1.574742e-13 1.226148e-06 2.144520 1.67698232 0.227108628 -2.892986e-06
## 273 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 274 2.444420e-08 9.026668e-05 2.000003 -1.00396778 0.421125408 -4.790104e-04
## 275 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 276 6.433678e-14 2.685154e-05 2.000119 1.81512794 0.211155997 -6.678729e-05
## 277 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 278 1.344626e-12 5.993860e-06 2.050525 0.48291097 0.675812599 -2.229551e-05
## 279 2.876279e-06 1.060762e-03 2.674142 -1.05553249 0.377087763 -4.740565e-03
## 280 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 281 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 282 6.433678e-14 2.855678e-06 2.010547 1.51977927 0.267297176 -7.885431e-06
## 283 6.433678e-14 5.490766e-06 2.002847 0.95891664 0.438667210 -1.832752e-05
## 284 1.441866e-07 3.229755e-04 3.975501 -0.13545939 0.898830308 -9.426573e-04
## 285 5.612397e-09 6.345079e-05 3.980138 -0.92634015 0.406944021 -2.352919e-04
## 286 2.554058e-06 2.478179e-03 2.627491 -2.28582315 0.118816199 -1.422323e-02
## 287 5.178070e-12 1.617495e-05 2.026563 -2.15744315 0.161996408 -1.036248e-04
## 288 1.797565e-12 1.941253e-06 2.730148 -1.97635274 0.151563888 -1.037477e-05
## 289 7.446429e-15 1.257523e-06 2.006288 -0.25185800 0.824602951 -5.711182e-06
## 290 7.605343e-14 5.365397e-07 2.382700 0.38651436 0.730963602 -1.779835e-06
## 291 1.281895e-12 7.701672e-07 3.349330 -1.15209402 0.324830383 -3.199860e-06
## 292 6.433678e-14 1.362406e-06 2.046749 0.95208067 0.439566691 -4.438383e-06
## 293 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 294 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 295 8.077028e-13 6.744057e-06 2.023818 1.16287324 0.363667785 -2.085003e-05
## 296 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 297 1.583842e-14 6.758374e-07 2.046769 3.66079204 0.064875331 -3.710383e-07
## 298 6.433678e-14 2.103171e-05 2.000194 1.25151692 0.337272574 -6.416220e-05
## 299 5.303731e-13 2.393292e-06 2.127264 3.73928489 0.058736038 -7.799044e-07
## 300 1.824834e-13 8.425901e-06 2.003430 -1.00492345 0.420604489 -4.466169e-05
## 301 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 302 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 303 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 304 6.433678e-14 1.051438e-06 2.079099 1.90137818 0.192756237 -2.363793e-06
## 305 2.469456e-04 1.755219e-02 3.287297 -2.35406042 0.092322244 -9.451511e-02
## 306 1.863680e-10 1.101465e-05 3.997680 0.94960718 0.396113518 -2.012898e-05
## 307 6.433678e-14 1.755443e-05 2.000278 0.98418567 0.428772614 -5.824371e-05
## 308 7.369641e-10 1.616448e-05 2.253571 -0.37886862 0.737547707 -6.868794e-05
## 309 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 310 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 311 8.669998e-10 1.813269e-05 2.540539 -0.44077674 0.694126154 -7.207653e-05
## 312 8.729339e-08 6.879160e-04 2.260945 1.24919090 0.325353739 -1.796101e-03
## 313 3.406034e-10 1.112618e-05 2.358460 -0.89105094 0.454340620 -5.144707e-05
## 314 1.329442e-08 2.453306e-04 2.315926 -2.23288301 0.137671262 -1.476704e-03
## 315 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 316 4.215069e-10 1.633750e-05 3.988884 1.83111349 0.141244676 -1.549426e-05
## 317 6.801786e-13 3.366440e-05 2.000800 0.99696375 0.423784237 -1.112285e-04
## 318 6.433678e-14 9.535573e-06 2.000944 1.42842426 0.289312389 -2.738888e-05
## 319 1.180847e-11 7.874611e-05 2.002541 1.84129088 0.206765305 -1.934111e-04
## 320 9.774687e-12 1.816213e-06 2.049592 -2.30459774 0.144622542 -1.182175e-05
## 321 8.269074e-08 1.809497e-04 2.725973 -2.26468407 0.117327410 -1.019832e-03
## 322 9.228398e-12 8.764235e-06 2.166584 1.53421797 0.255376756 -2.161659e-05
## 323 6.586200e-16 1.500899e-05 2.000004 2.60382128 0.121246901 -2.549762e-05
## 324 1.559198e-11 1.025294e-05 2.207487 -0.22331005 0.842281358 -4.265971e-05
## 325 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 326 4.799302e-11 8.763126e-05 2.008350 3.44993212 0.074284167 -7.322666e-05
## 327 6.075040e-14 1.645048e-07 3.208743 -3.04245687 0.051090838 -1.005277e-06
## 328 1.870623e-07 4.353488e-04 3.581118 -2.46876647 0.076413814 -2.341350e-03
## 329 1.141019e-09 3.316370e-05 3.652667 -3.70996367 0.024240610 -2.186713e-04
## 330 6.244031e-09 4.243184e-04 2.046775 -2.33837512 0.141437262 -2.778506e-03
## 331 1.174229e-07 5.276277e-04 2.637336 -1.15369117 0.342397062 -2.426360e-03
## 332 3.351088e-11 3.326590e-04 2.000404 1.81557344 0.211064916 -8.270724e-04
## 333 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 334 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 335 5.306664e-08 4.560966e-04 2.368558 1.23923411 0.323918210 -1.131769e-03
## 336 1.893482e-08 1.028967e-03 2.023987 -2.83285862 0.103890951 -7.292301e-03
## 337 4.083292e-09 1.347592e-04 2.321978 -1.71423816 0.210979996 -7.402064e-04
## 338 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 339 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 340 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 341 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 342 6.433678e-14 1.149766e-06 2.065942 1.71146537 0.225130419 -2.830981e-06
## 343 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 344 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 345 3.685553e-13 5.586706e-06 2.015807 0.90041884 0.462285983 -1.882756e-05
## 346 3.319215e-07 4.942063e-04 3.964964 1.89272965 0.131966199 -4.415327e-04
## 347 3.168692e-09 4.795852e-05 3.973577 0.05444750 0.959206088 -1.308929e-04
## 348 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 349 1.519300e-02 7.239294e-02 2.139163 -0.11618421 0.917504317 -3.012579e-01
## 350 1.935737e-08 2.306304e-04 2.541896 -1.89656011 0.170502185 -1.252188e-03
## 351 4.535887e-08 7.673606e-04 2.105341 1.42939850 0.283264987 -2.051457e-03
## 352 6.433678e-14 4.604990e-06 2.004049 1.93695803 0.192102424 -1.085568e-05
## 353 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 354 6.433678e-14 1.680991e-07 3.154078 -1.25969023 0.292927573 -7.322345e-07
## 355 3.904462e-10 1.337029e-02 2.000003 1.98087777 0.186130505 -3.104271e-02
## 356 1.258410e-06 7.457689e-03 2.030396 2.08205026 0.170870339 -1.610460e-02
## 357 2.860163e-12 3.892819e-06 2.267343 -9.43293001 0.007265880 -5.171292e-05
## 358 2.094133e-12 8.395571e-07 2.039029 -1.89367411 0.196338721 -5.136713e-06
## 359 4.799008e-03 1.108938e-01 2.585050 -0.94901306 0.422649168 -4.924698e-01
## 360 2.257013e-05 3.225495e-03 3.335672 2.82441496 0.058776995 -5.944910e-04
## conf.high mean.null alternative conf.level
## 1 3.087290e-07 0 two.sided 0.95
## 2 -4.336369e-03 0 two.sided 0.95
## 3 -1.356168e-02 0 two.sided 0.95
## 4 5.702770e-03 0 two.sided 0.95
## 5 6.974522e-04 0 two.sided 0.95
## 6 2.241360e-03 0 two.sided 0.95
## 7 -1.322544e-03 0 two.sided 0.95
## 8 1.764781e-03 0 two.sided 0.95
## 9 1.407420e-05 0 two.sided 0.95
## 10 2.479510e-01 0 two.sided 0.95
## 11 4.835333e-05 0 two.sided 0.95
## 12 2.692353e-03 0 two.sided 0.95
## 13 1.874194e-04 0 two.sided 0.95
## 14 1.225490e-01 0 two.sided 0.95
## 15 3.383944e-03 0 two.sided 0.95
## 16 9.854480e-05 0 two.sided 0.95
## 17 2.565416e-03 0 two.sided 0.95
## 18 1.590665e-02 0 two.sided 0.95
## 19 2.230153e-04 0 two.sided 0.95
## 20 1.750484e-04 0 two.sided 0.95
## 21 2.532914e-02 0 two.sided 0.95
## 22 1.314396e-01 0 two.sided 0.95
## 23 5.208044e-03 0 two.sided 0.95
## 24 1.641237e-02 0 two.sided 0.95
## 25 2.946625e-06 0 two.sided 0.95
## 26 1.967293e-04 0 two.sided 0.95
## 27 2.706985e-04 0 two.sided 0.95
## 28 6.194296e-04 0 two.sided 0.95
## 29 1.185611e-03 0 two.sided 0.95
## 30 -2.342089e-03 0 two.sided 0.95
## 31 5.445610e-05 0 two.sided 0.95
## 32 1.496055e-05 0 two.sided 0.95
## 33 8.940145e-06 0 two.sided 0.95
## 34 2.458881e-04 0 two.sided 0.95
## 35 3.087290e-07 0 two.sided 0.95
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## 44 2.175142e-01 0 two.sided 0.95
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## 48 3.087290e-07 0 two.sided 0.95
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## 71 2.446011e-05 0 two.sided 0.95
## 72 2.595455e-01 0 two.sided 0.95
## 73 1.775331e-04 0 two.sided 0.95
## 74 7.126467e-06 0 two.sided 0.95
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## 76 3.670650e-02 0 two.sided 0.95
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## 91 -2.673202e-06 0 two.sided 0.95
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## 93 3.087290e-07 0 two.sided 0.95
## 94 3.087290e-07 0 two.sided 0.95
## 95 8.905410e-06 0 two.sided 0.95
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## 100 3.087290e-07 0 two.sided 0.95
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## 104 -3.027186e-08 0 two.sided 0.95
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## 112 3.087290e-07 0 two.sided 0.95
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## 131 3.087290e-07 0 two.sided 0.95
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## 133 9.266605e-05 0 two.sided 0.95
## 134 1.131534e+00 0 two.sided 0.95
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## 140 3.582521e-04 0 two.sided 0.95
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## 142 -2.464809e-03 0 two.sided 0.95
## 143 1.316101e-02 0 two.sided 0.95
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## 147 1.455832e-03 0 two.sided 0.95
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## 150 3.087290e-07 0 two.sided 0.95
## 151 3.087290e-07 0 two.sided 0.95
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## 153 -6.635018e-06 0 two.sided 0.95
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## 155 3.087290e-07 0 two.sided 0.95
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## 160 6.058339e-06 0 two.sided 0.95
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## 180 3.087290e-07 0 two.sided 0.95
## 181 2.323105e-05 0 two.sided 0.95
## 182 7.295393e-06 0 two.sided 0.95
## 183 9.381345e-03 0 two.sided 0.95
## 184 4.055206e-05 0 two.sided 0.95
## 185 4.831327e-03 0 two.sided 0.95
## 186 3.086334e-02 0 two.sided 0.95
## 187 1.899802e-02 0 two.sided 0.95
## 188 8.488897e-05 0 two.sided 0.95
## 189 4.459188e-05 0 two.sided 0.95
## 190 1.634994e-05 0 two.sided 0.95
## 191 1.519657e-02 0 two.sided 0.95
## 192 3.550167e-05 0 two.sided 0.95
## 193 5.892307e-05 0 two.sided 0.95
## 194 2.753388e-04 0 two.sided 0.95
## 195 5.531693e-05 0 two.sided 0.95
## 196 4.216783e-03 0 two.sided 0.95
## 197 3.087290e-07 0 two.sided 0.95
## 198 4.945934e-05 0 two.sided 0.95
## 199 6.374992e-05 0 two.sided 0.95
## 200 3.252813e-05 0 two.sided 0.95
## 201 3.778082e-03 0 two.sided 0.95
## 202 1.357692e-06 0 two.sided 0.95
## 203 2.786895e-02 0 two.sided 0.95
## 204 3.769943e-04 0 two.sided 0.95
## 205 3.087290e-07 0 two.sided 0.95
## 206 2.484193e-04 0 two.sided 0.95
## 207 4.038349e-04 0 two.sided 0.95
## 208 2.588558e-05 0 two.sided 0.95
## 209 3.087290e-07 0 two.sided 0.95
## 210 9.664002e-04 0 two.sided 0.95
## 211 2.787422e-04 0 two.sided 0.95
## 212 5.959078e-07 0 two.sided 0.95
## 213 3.011361e-04 0 two.sided 0.95
## 214 4.421351e-04 0 two.sided 0.95
## 215 1.070713e-03 0 two.sided 0.95
## 216 1.645422e-05 0 two.sided 0.95
## 217 3.227659e-02 0 two.sided 0.95
## 218 1.167962e-03 0 two.sided 0.95
## 219 4.526372e-04 0 two.sided 0.95
## 220 3.765597e-03 0 two.sided 0.95
## 221 3.087290e-07 0 two.sided 0.95
## 222 1.574330e-04 0 two.sided 0.95
## 223 1.430413e-03 0 two.sided 0.95
## 224 3.087290e-07 0 two.sided 0.95
## 225 -1.331429e-05 0 two.sided 0.95
## 226 -1.504463e-05 0 two.sided 0.95
## 227 3.087290e-07 0 two.sided 0.95
## 228 3.087290e-07 0 two.sided 0.95
## 229 5.292514e-04 0 two.sided 0.95
## 230 4.819449e-03 0 two.sided 0.95
## 231 3.087290e-07 0 two.sided 0.95
## 232 7.532712e-05 0 two.sided 0.95
## 233 7.785076e-04 0 two.sided 0.95
## 234 3.087290e-07 0 two.sided 0.95
## 235 -4.662976e-07 0 two.sided 0.95
## 236 5.886846e-05 0 two.sided 0.95
## 237 3.094931e-05 0 two.sided 0.95
## 238 3.087290e-07 0 two.sided 0.95
## 239 1.296190e-04 0 two.sided 0.95
## 240 3.087290e-07 0 two.sided 0.95
## 241 3.087290e-07 0 two.sided 0.95
## 242 2.568146e-06 0 two.sided 0.95
## 243 3.087290e-07 0 two.sided 0.95
## 244 3.087290e-07 0 two.sided 0.95
## 245 3.087290e-07 0 two.sided 0.95
## 246 3.087290e-07 0 two.sided 0.95
## 247 2.174415e-04 0 two.sided 0.95
## 248 5.740035e-04 0 two.sided 0.95
## 249 3.265591e-07 0 two.sided 0.95
## 250 3.087290e-07 0 two.sided 0.95
## 251 1.206754e-03 0 two.sided 0.95
## 252 3.087290e-07 0 two.sided 0.95
## 253 3.087290e-07 0 two.sided 0.95
## 254 1.789560e-05 0 two.sided 0.95
## 255 3.054400e-04 0 two.sided 0.95
## 256 2.735711e-07 0 two.sided 0.95
## 257 2.160526e-04 0 two.sided 0.95
## 258 2.269730e-05 0 two.sided 0.95
## 259 3.087290e-07 0 two.sided 0.95
## 260 5.545537e-04 0 two.sided 0.95
## 261 3.087290e-07 0 two.sided 0.95
## 262 1.563802e-05 0 two.sided 0.95
## 263 1.705590e-01 0 two.sided 0.95
## 264 5.753974e-05 0 two.sided 0.95
## 265 5.217655e-05 0 two.sided 0.95
## 266 1.538367e-04 0 two.sided 0.95
## 267 4.920527e-06 0 two.sided 0.95
## 268 9.175944e-05 0 two.sided 0.95
## 269 3.087290e-07 0 two.sided 0.95
## 270 1.631801e-05 0 two.sided 0.95
## 271 3.087290e-07 0 two.sided 0.95
## 272 7.005445e-06 0 two.sided 0.95
## 273 3.087290e-07 0 two.sided 0.95
## 274 2.977607e-04 0 two.sided 0.95
## 275 3.087290e-07 0 two.sided 0.95
## 276 1.642652e-04 0 two.sided 0.95
## 277 3.087290e-07 0 two.sided 0.95
## 278 2.808451e-05 0 two.sided 0.95
## 279 2.501228e-03 0 two.sided 0.95
## 280 3.087290e-07 0 two.sided 0.95
## 281 3.087290e-07 0 two.sided 0.95
## 282 1.656543e-05 0 two.sided 0.95
## 283 2.885789e-05 0 two.sided 0.95
## 284 8.551572e-04 0 two.sided 0.95
## 285 1.177379e-04 0 two.sided 0.95
## 286 2.893868e-03 0 two.sided 0.95
## 287 3.383176e-05 0 two.sided 0.95
## 288 2.701569e-06 0 two.sided 0.95
## 289 5.077748e-06 0 two.sided 0.95
## 290 2.194595e-06 0 two.sided 0.95
## 291 1.425250e-06 0 two.sided 0.95
## 292 7.032624e-06 0 two.sided 0.95
## 293 3.087290e-07 0 two.sided 0.95
## 294 3.087290e-07 0 two.sided 0.95
## 295 3.653500e-05 0 two.sided 0.95
## 296 3.087290e-07 0 two.sided 0.95
## 297 5.319239e-06 0 two.sided 0.95
## 298 1.168053e-04 0 two.sided 0.95
## 299 1.867830e-05 0 two.sided 0.95
## 300 2.772692e-05 0 two.sided 0.95
## 301 3.087290e-07 0 two.sided 0.95
## 302 3.087290e-07 0 two.sided 0.95
## 303 3.087290e-07 0 two.sided 0.95
## 304 6.362154e-06 0 two.sided 0.95
## 305 1.187726e-02 0 two.sided 0.95
## 306 4.104816e-05 0 two.sided 0.95
## 307 9.279734e-05 0 two.sided 0.95
## 308 5.643951e-05 0 two.sided 0.95
## 309 3.087290e-07 0 two.sided 0.95
## 310 3.087290e-07 0 two.sided 0.95
## 311 5.609160e-05 0 two.sided 0.95
## 312 3.514778e-03 0 two.sided 0.95
## 313 3.161908e-05 0 two.sided 0.95
## 314 3.811156e-04 0 two.sided 0.95
## 315 3.087290e-07 0 two.sided 0.95
## 316 7.532590e-05 0 two.sided 0.95
## 317 1.783529e-04 0 two.sided 0.95
## 318 5.463057e-05 0 two.sided 0.95
## 319 4.834001e-04 0 two.sided 0.95
## 320 3.450468e-06 0 two.sided 0.95
## 321 2.002438e-04 0 two.sided 0.95
## 322 4.850908e-05 0 two.sided 0.95
## 323 1.036591e-04 0 two.sided 0.95
## 324 3.808054e-05 0 two.sided 0.95
## 325 3.087290e-07 0 two.sided 0.95
## 326 6.778704e-04 0 two.sided 0.95
## 327 4.279260e-09 0 two.sided 0.95
## 328 1.918013e-04 0 two.sided 0.95
## 329 -2.740092e-05 0 two.sided 0.95
## 330 7.940742e-04 0 two.sided 0.95
## 331 1.208921e-03 0 two.sided 0.95
## 332 2.035006e-03 0 two.sided 0.95
## 333 3.087290e-07 0 two.sided 0.95
## 334 3.087290e-07 0 two.sided 0.95
## 335 2.262190e-03 0 two.sided 0.95
## 336 1.462466e-03 0 two.sided 0.95
## 337 2.781878e-04 0 two.sided 0.95
## 338 3.087290e-07 0 two.sided 0.95
## 339 3.087290e-07 0 two.sided 0.95
## 340 3.087290e-07 0 two.sided 0.95
## 341 3.087290e-07 0 two.sided 0.95
## 342 6.766551e-06 0 two.sided 0.95
## 343 3.087290e-07 0 two.sided 0.95
## 344 3.087290e-07 0 two.sided 0.95
## 345 2.888831e-05 0 two.sided 0.95
## 346 2.312331e-03 0 two.sided 0.95
## 347 1.361153e-04 0 two.sided 0.95
## 348 3.087290e-07 0 two.sided 0.95
## 349 2.844360e-01 0 two.sided 0.95
## 350 3.773786e-04 0 two.sided 0.95
## 351 4.245185e-03 0 two.sided 0.95
## 352 2.869503e-05 0 two.sided 0.95
## 353 3.087290e-07 0 two.sided 0.95
## 354 3.087290e-07 0 two.sided 0.95
## 355 8.401252e-02 0 two.sided 0.95
## 356 4.715916e-02 0 two.sided 0.95
## 357 -2.172847e-05 0 two.sided 0.95
## 358 1.957017e-06 0 two.sided 0.95
## 359 2.819904e-01 0 two.sided 0.95
## 360 1.881476e-02 0 two.sided 0.95
Pvalue <- Analisis %>%
mutate(PV = tStudent$pvalue,
LPV = -log10(PV)) %>%
select(1,"PV","LPV") #Nombres de los genes
Pvalue
## Gen PV LPV
## 1 ath-miR159a-000338 0.292927573 0.533239747
## 2 hsa-let-7a-000377 0.023881636 1.621935921
## 3 hsa-let-7b-002619 0.032306112 1.490715307
## 4 hsa-let-7c-000379 0.375402609 0.425502713
## 5 hsa-let-7d-002283 0.067660737 1.169663274
## 6 hsa-let-7e-002406 0.053412875 1.272354045
## 7 hsa-let-7f-000382 0.003847257 2.414848800
## 8 hsa-let-7g-002282 0.215829843 0.665888505
## 9 hsa-miR-1-002222 0.719014629 0.143262273
## 10 hsa-miR-100-000437 0.730329068 0.136481414
## 11 hsa-miR-101-002253 0.290978798 0.536138654
## 12 hsa-miR-103-000439 0.178414528 0.748569784
## 13 hsa-miR-105-002167 0.184543642 0.733900912
## 14 hsa-miR-106a-002169 0.201312015 0.696130304
## 15 hsa-miR-106b-000442 0.962855729 0.016438781
## 16 hsa-miR-107-000443 0.157424759 0.802926962
## 17 hsa-miR-10a-000387 0.237899965 0.623605622
## 18 hsa-miR-10b-002218 0.184236075 0.734625326
## 19 hsa-miR-122-002245 0.199523563 0.700005809
## 20 hsa-miR-125a-3p-002199 0.130629050 0.883960232
## 21 hsa-miR-125a-5p-002198 0.231228842 0.635957996
## 22 hsa-miR-125b-000449 0.084945706 1.070858572
## 23 hsa-miR-126-002228 0.202070085 0.694497975
## 24 hsa-miR-127-000452 0.129186373 0.888783294
## 25 hsa-miR-127-5p-002229 0.161489039 0.791856950
## 26 hsa-miR-128a-002216 0.249803696 0.602401141
## 27 hsa-miR-129-000590 0.183945087 0.735311808
## 28 hsa-miR-130a-000454 0.091961645 1.036393268
## 29 hsa-miR-130b-000456 0.864691343 0.063138889
## 30 hsa-miR-132-000457 0.003963819 2.401886200
## 31 hsa-miR-133a-002246 0.368874563 0.433121292
## 32 hsa-miR-133b-002247 0.497397475 0.303296424
## 33 hsa-miR-135a-000460 0.212063517 0.673534040
## 34 hsa-miR-135b-002261 0.093216994 1.030504906
## 35 hsa-miR-136-000592 0.292927573 0.533239747
## 36 hsa-miR-138-002284 0.211280444 0.675140699
## 37 hsa-miR-139-3p-002313 0.262188107 0.581387013
## 38 hsa-miR-139-5p-002289 0.230918955 0.636540416
## 39 hsa-miR-140-3p-002234 0.818475763 0.086994176
## 40 hsa-miR-141-000463 0.598037685 0.223271448
## 41 hsa-miR-142-3p-000464 0.149400022 0.825649339
## 42 hsa-miR-142-5p-002248 0.292927573 0.533239747
## 43 hsa-miR-143-002249 0.204388596 0.689543341
## 44 hsa-miR-145-002278 0.171943549 0.764614114
## 45 hsa-miR-146a-000468 0.358357933 0.445682977
## 46 hsa-miR-146b-001097 0.083796116 1.076776110
## 47 hsa-miR-146b-3p-002361 0.652008719 0.185746597
## 48 hsa-miR-147-000469 0.292927573 0.533239747
## 49 hsa-miR-147b-002262 0.292927573 0.533239747
## 50 hsa-miR-148a-000470 0.013172833 1.880320799
## 51 hsa-miR-148b-000471 0.185841820 0.730856550
## 52 hsa-miR-149-002255 0.259100638 0.586531517
## 53 hsa-miR-150-000473 0.694837170 0.158116957
## 54 hsa-miR-152-000475 0.123973425 0.906671402
## 55 hsa-miR-154-000477 0.025287114 1.597100726
## 56 hsa-miR-155-002623 0.172664806 0.762796175
## 57 hsa-miR-15a-000389 0.459734834 0.337492589
## 58 hsa-miR-15b-000390 0.153622484 0.813545218
## 59 hsa-miR-16-000391 0.222302345 0.653055956
## 60 hsa-miR-17-002308 0.205225112 0.687769498
## 61 hsa-miR-181a-000480 0.121255585 0.916298248
## 62 hsa-miR-181c-000482 0.021186671 1.673937283
## 63 hsa-miR-182-002334 0.210690489 0.676355069
## 64 hsa-miR-183-002269 0.302884820 0.518722493
## 65 hsa-miR-184-000485 0.317014080 0.498921448
## 66 hsa-miR-185-002271 0.177658682 0.750413564
## 67 hsa-miR-186-002285 0.019176768 1.717224580
## 68 hsa-miR-188-3p-002106 0.292927573 0.533239747
## 69 hsa-miR-18a-002422 0.433379458 0.363131678
## 70 hsa-miR-18b-002217 0.784740220 0.105274088
## 71 hsa-miR-190-000489 0.173853716 0.759816021
## 72 hsa-miR-191-002299 0.227612210 0.642804444
## 73 hsa-miR-192-000491 0.487396120 0.312117933
## 74 hsa-miR-193a-3p-002250 0.925208844 0.033760224
## 75 hsa-miR-193a-5p-002281 0.258324889 0.587833748
## 76 hsa-miR-193b-002367 0.267986149 0.571887652
## 77 hsa-miR-194-000493 0.346835730 0.459876169
## 78 hsa-miR-195-000494 0.740007060 0.130764137
## 79 hsa-miR-196b-002215 0.534647502 0.271932458
## 80 hsa-miR-197-000497 0.225408387 0.647029928
## 81 hsa-miR-198-002273 0.082572702 1.083163505
## 82 hsa-miR-199a-000498 0.172298382 0.763718801
## 83 hsa-miR-199a-3p-002304 0.268069280 0.571752952
## 84 hsa-miR-199b-000500 0.021709832 1.663343535
## 85 hsa-miR-19a-000395 0.738799113 0.131473635
## 86 hsa-miR-19b-000396 0.152631422 0.816356050
## 87 hsa-miR-200a-000502 0.292927573 0.533239747
## 88 hsa-miR-200b-002251 0.474786109 0.323501995
## 89 hsa-miR-200c-002300 0.206196954 0.685717755
## 90 hsa-miR-202-002363 0.360436698 0.443170997
## 91 hsa-miR-203-000507 0.031530917 1.501263402
## 92 hsa-miR-204-000508 0.235567464 0.627884694
## 93 hsa-miR-205-000509 0.292927573 0.533239747
## 94 hsa-miR-208-000511 0.292927573 0.533239747
## 95 hsa-miR-208b-002290 0.186357484 0.729653163
## 96 hsa-miR-20a-000580 0.189897554 0.721480630
## 97 hsa-miR-20b-001014 0.244741338 0.611292671
## 98 hsa-miR-21-000397 0.403102220 0.394584810
## 99 hsa-miR-210-000512 0.205717378 0.686729019
## 100 hsa-miR-211-000514 0.292927573 0.533239747
## 101 hsa-miR-212-000515 0.034501593 1.462160850
## 102 hsa-miR-214-002306 0.256968547 0.590120031
## 103 hsa-miR-215-000518 0.227885922 0.642282503
## 104 hsa-miR-216a-002220 0.038967385 1.409298734
## 105 hsa-miR-216b-002326 0.528301777 0.277117929
## 106 hsa-miR-217-002337 0.106511518 0.972603425
## 107 hsa-miR-218-000521 0.663309685 0.178283662
## 108 hsa-miR-219-000522 0.292927573 0.533239747
## 109 hsa-miR-219-1-3p-002095 0.313192141 0.504189145
## 110 hsa-miR-219-2-3p-002390 0.942615670 0.025665345
## 111 hsa-miR-22-000398 0.415086622 0.381861264
## 112 hsa-miR-220-000523 0.292927573 0.533239747
## 113 hsa-miR-220b-002206 0.292927573 0.533239747
## 114 hsa-miR-220c-002211 0.292927573 0.533239747
## 115 hsa-miR-221-000524 0.572451764 0.242261102
## 116 hsa-miR-222-002276 0.612398278 0.212966039
## 117 hsa-miR-223-002295 0.507004376 0.294988292
## 118 hsa-miR-224-002099 0.371737984 0.429763061
## 119 hsa-miR-23a-000399 0.167719976 0.775415208
## 120 hsa-miR-23b-000400 0.422581183 0.374089845
## 121 hsa-miR-24-000402 0.100715424 0.996904015
## 122 hsa-miR-25-000403 0.294871108 0.530367778
## 123 hsa-miR-26a-000405 0.186599337 0.729089905
## 124 hsa-miR-26b-000407 0.002543968 2.594488271
## 125 hsa-miR-27a-000408 0.260224721 0.584651449
## 126 hsa-miR-27b-000409 0.198132593 0.703044076
## 127 hsa-miR-28-000411 0.196341048 0.706988895
## 128 hsa-miR-28-3p-002446 0.680085944 0.167436201
## 129 hsa-miR-296-000527 0.271267522 0.566602200
## 130 hsa-miR-296-3p-002101 0.174027907 0.759381104
## 131 hsa-miR-298-002190 0.292927573 0.533239747
## 132 hsa-miR-299-3p-001015 0.208223758 0.681469719
## 133 hsa-miR-299-5p-000600 0.186715211 0.728820300
## 134 hsa-miR-29a-002112 0.174883397 0.757251419
## 135 hsa-miR-29b-000413 0.879474424 0.055776786
## 136 hsa-miR-29c-000587 0.901671718 0.044951552
## 137 hsa-miR-301-000528 0.386061794 0.413343175
## 138 hsa-miR-301b-002392 0.263192742 0.579726091
## 139 hsa-miR-302a-000529 0.225623620 0.646615437
## 140 hsa-miR-302b-000531 0.071637782 1.144857869
## 141 hsa-miR-302c-000533 0.311423364 0.506648809
## 142 hsa-miR-30b-000602 0.026246616 1.580926675
## 143 hsa-miR-30c-000419 0.150962214 0.821131742
## 144 hsa-miR-31-002279 0.226449719 0.645028214
## 145 hsa-miR-32-002109 0.237962540 0.623491405
## 146 hsa-miR-320-002277 0.396983184 0.401227889
## 147 hsa-miR-323-3p-002227 0.368372368 0.433712954
## 148 hsa-miR-324-3p-002161 0.178826134 0.747569012
## 149 hsa-miR-324-5p-000539 0.305451307 0.515058012
## 150 hsa-miR-325-000540 0.292927573 0.533239747
## 151 hsa-miR-326-000542 0.292927573 0.533239747
## 152 hsa-miR-328-000543 0.073178185 1.135618368
## 153 hsa-miR-329-001101 0.038753709 1.411686729
## 154 hsa-miR-330-000544 0.103813330 0.983746876
## 155 hsa-miR-330-5p-002230 0.292927573 0.533239747
## 156 hsa-miR-331-000545 0.208840208 0.680185884
## 157 hsa-miR-331-5p-002233 0.544704779 0.263838814
## 158 hsa-miR-335-000546 0.215788603 0.665971496
## 159 hsa-miR-337-5p-002156 0.450096085 0.346694765
## 160 hsa-miR-338-3p-002252 0.469714322 0.328166197
## 161 hsa-miR-339-3p-002184 0.134840312 0.870180251
## 162 hsa-miR-339-5p-002257 0.127479645 0.894559156
## 163 hsa-miR-33b-002085 0.292927573 0.533239747
## 164 hsa-miR-340-002258 0.239382755 0.620907139
## 165 hsa-miR-342-3p-002260 0.379240783 0.421084966
## 166 hsa-miR-342-5p-002147 0.292927573 0.533239747
## 167 hsa-miR-345-002186 0.106188955 0.973920654
## 168 hsa-miR-346-000553 0.292927573 0.533239747
## 169 hsa-miR-34a-000426 0.159358549 0.797624634
## 170 hsa-miR-34c-000428 0.367159247 0.435145529
## 171 hsa-miR-361-000554 0.005784715 2.237718062
## 172 hsa-miR-362-001273 0.653980937 0.184434911
## 173 hsa-miR-362-3p-002117 0.764541949 0.116598681
## 174 hsa-miR-363-001271 0.177515204 0.750764444
## 175 hsa-miR-365-001020 0.454444092 0.342519539
## 176 hsa-miR-367-000555 0.061642902 1.210116924
## 177 hsa-miR-369-3p-000557 0.057164606 1.242872789
## 178 hsa-miR-369-5p-001021 0.961495847 0.017052587
## 179 hsa-miR-370-002275 0.292817452 0.533403043
## 180 hsa-miR-371-3p-002124 0.292927573 0.533239747
## 181 hsa-miR-372-000560 0.051480624 1.288356198
## 182 hsa-miR-373-000561 0.211620874 0.674441497
## 183 hsa-miR-374-000563 0.986914394 0.005720517
## 184 hsa-miR-375-000564 0.721922578 0.141509376
## 185 hsa-miR-376a-000565 0.129686840 0.887104092
## 186 hsa-miR-376b-001102 0.065690329 1.182498560
## 187 hsa-miR-376c-002122 0.195154941 0.709620449
## 188 hsa-miR-377-000566 0.846241578 0.072505641
## 189 hsa-miR-380-3p-000569 0.199910844 0.699163646
## 190 hsa-miR-381-000571 0.126335820 0.898473498
## 191 hsa-miR-382-000572 0.221027690 0.655553314
## 192 hsa-miR-383-000573 0.339913762 0.468631252
## 193 hsa-miR-384-000574 0.427357568 0.369208600
## 194 hsa-miR-409-5p-002331 0.479790670 0.318948202
## 195 hsa-miR-410-001274 0.061892320 1.208363239
## 196 hsa-miR-411-001610 0.165448071 0.781338293
## 197 hsa-miR-412-001023 0.292927573 0.533239747
## 198 hsa-miR-422a-002297 0.322179014 0.491902752
## 199 hsa-miR-423-5p-002340 0.651304928 0.186215636
## 200 hsa-miR-424-000604 0.454658666 0.342314527
## 201 hsa-miR-425-5p-001516 0.202912716 0.692690736
## 202 hsa-miR-429-001024 0.082385206 1.084150769
## 203 hsa-miR-431-001979 0.164034832 0.785063921
## 204 hsa-miR-433-001028 0.285599737 0.544242197
## 205 hsa-miR-448-001029 0.292927573 0.533239747
## 206 hsa-miR-449-001030 0.192558137 0.715438125
## 207 hsa-miR-449b-001608 0.218976551 0.659602388
## 208 hsa-miR-450a-002303 0.483333296 0.315753286
## 209 hsa-miR-450b-3p-002208 0.292927573 0.533239747
## 210 hsa-miR-450b-5p-002207 0.423234888 0.373418540
## 211 hsa-miR-452-002329 0.153503890 0.813880614
## 212 hsa-miR-453-002318 0.065609016 1.183036474
## 213 hsa-miR-454-002323 0.080125767 1.096227800
## 214 hsa-miR-455-001280 0.537850909 0.269338093
## 215 hsa-miR-455-3p-002244 0.400898135 0.396965964
## 216 hsa-miR-483-5p-002338 0.154133458 0.812103077
## 217 hsa-miR-484-001821 0.869226692 0.060866946
## 218 hsa-miR-485-3p-001277 0.318929019 0.496305963
## 219 hsa-miR-485-5p-001036 0.101791013 0.992290563
## 220 hsa-miR-486-001278 0.103685694 0.984281161
## 221 hsa-miR-486-3p-002093 0.292927573 0.533239747
## 222 hsa-miR-487a-001279 0.207206789 0.683596020
## 223 hsa-miR-487b-001285 0.188239394 0.725289485
## 224 hsa-miR-488-002357 0.292927573 0.533239747
## 225 hsa-miR-489-002358 0.016890602 1.772354876
## 226 hsa-miR-490-001037 0.023966945 1.620387327
## 227 hsa-miR-491-3p-002360 0.292927573 0.533239747
## 228 hsa-miR-492-001039 0.292927573 0.533239747
## 229 hsa-miR-493-002364 0.212719308 0.672193088
## 230 hsa-miR-494-002365 0.262290787 0.581216963
## 231 hsa-miR-499-3p-002427 0.292927573 0.533239747
## 232 hsa-miR-500-002428 0.638205514 0.195039448
## 233 hsa-miR-501-001047 0.442672755 0.353917207
## 234 hsa-miR-501-3p-002435 0.292927573 0.533239747
## 235 hsa-miR-502-001109 0.048804269 1.311542189
## 236 hsa-miR-502-3p-002083 0.015481671 1.810182168
## 237 hsa-miR-503-001048 0.641384149 0.192881777
## 238 hsa-miR-504-002084 0.292927573 0.533239747
## 239 hsa-miR-505-002089 0.132636293 0.877337623
## 240 hsa-miR-506-001050 0.292927573 0.533239747
## 241 hsa-miR-507-001051 0.292927573 0.533239747
## 242 hsa-miR-508-001052 0.705021221 0.151797811
## 243 hsa-miR-508-5p-002092 0.292927573 0.533239747
## 244 hsa-miR-509-3-5p-002155 0.292927573 0.533239747
## 245 hsa-miR-509-5p-002235 0.292927573 0.533239747
## 246 hsa-miR-510-002241 0.292927573 0.533239747
## 247 hsa-miR-511-001111 0.072886899 1.137350525
## 248 hsa-miR-512-3p-001823 0.194070351 0.712040809
## 249 hsa-miR-512-5p-001145 0.308496316 0.510750018
## 250 hsa-miR-513-5p-002090 0.292927573 0.533239747
## 251 hsa-miR-515-3p-002369 0.684824430 0.164420755
## 252 hsa-miR-515-5p-001112 0.292927573 0.533239747
## 253 hsa-miR-516a-5p-002416 0.292927573 0.533239747
## 254 hsa-miR-516b-001150 0.279491016 0.553632148
## 255 hsa-miR-517a-002402 0.188530491 0.724618401
## 256 hsa-miR-517b-001152 0.261825052 0.581988801
## 257 hsa-miR-517c-001153 0.330455560 0.480886937
## 258 hsa-miR-518a-3p-002397 0.419325970 0.377448239
## 259 hsa-miR-518a-5p-002396 0.292927573 0.533239747
## 260 hsa-miR-518b-001156 0.557038218 0.254115007
## 261 hsa-miR-518c-002401 0.292927573 0.533239747
## 262 hsa-miR-518d-001159 0.440580980 0.355974255
## 263 hsa-miR-518d-5p-002389 0.437580271 0.358942267
## 264 hsa-miR-518e-002395 0.194196452 0.711758708
## 265 hsa-miR-518f-002388 0.338218768 0.470802296
## 266 hsa-miR-519a-002415 0.203811322 0.690771693
## 267 hsa-miR-519c-001163 0.324607373 0.488641621
## 268 hsa-miR-519d-002403 0.194784149 0.710446389
## 269 hsa-miR-519e-002370 0.292927573 0.533239747
## 270 hsa-miR-520a#-001168 0.439824216 0.356720863
## 271 hsa-miR-520a-001167 0.292927573 0.533239747
## 272 hsa-miR-520b-001116 0.227108628 0.643766367
## 273 hsa-miR-520d-5p-002393 0.292927573 0.533239747
## 274 hsa-miR-520e-001119 0.421125408 0.375588555
## 275 hsa-miR-520f-001120 0.292927573 0.533239747
## 276 hsa-miR-520g-001121 0.211155997 0.675396579
## 277 hsa-miR-521-001122 0.292927573 0.533239747
## 278 hsa-miR-522-002413 0.675812599 0.170173716
## 279 hsa-miR-523-002386 0.377087763 0.423557560
## 280 hsa-miR-524-5p-001982 0.292927573 0.533239747
## 281 hsa-miR-525-001174 0.292927573 0.533239747
## 282 hsa-miR-525-3p-002385 0.267297176 0.573005629
## 283 hsa-miR-526b-002382 0.438667210 0.357864828
## 284 hsa-miR-532-001518 0.898830308 0.046322292
## 285 hsa-miR-532-3p-002355 0.406944021 0.390465328
## 286 hsa-miR-539-001286 0.118816199 0.925124346
## 287 hsa-miR-541-002201 0.161996408 0.790494614
## 288 hsa-miR-542-3p-001284 0.151563888 0.819404264
## 289 hsa-miR-542-5p-002240 0.824602951 0.083755115
## 290 hsa-miR-544-002265 0.730963602 0.136104248
## 291 hsa-miR-545-002267 0.324830383 0.488343356
## 292 hsa-miR-548a-001538 0.439566691 0.356975225
## 293 hsa-miR-548a-5p-002412 0.292927573 0.533239747
## 294 hsa-miR-548b-001541 0.292927573 0.533239747
## 295 hsa-miR-548b-5p-002408 0.363667785 0.439295169
## 296 hsa-miR-548c-001590 0.292927573 0.533239747
## 297 hsa-miR-548c-5p-002429 0.064875331 1.187920413
## 298 hsa-miR-548d-001605 0.337272574 0.472018973
## 299 hsa-miR-548d-5p-002237 0.058736038 1.231095351
## 300 hsa-miR-551b-001535 0.420604489 0.376126097
## 301 hsa-miR-556-3p-002345 0.292927573 0.533239747
## 302 hsa-miR-556-5p-002344 0.292927573 0.533239747
## 303 hsa-miR-561-001528 0.292927573 0.533239747
## 304 hsa-miR-570-002347 0.192756237 0.714991560
## 305 hsa-miR-574-3p-002349 0.092322244 1.034693648
## 306 hsa-miR-576-3p-002351 0.396113518 0.402180337
## 307 hsa-miR-576-5p-002350 0.428772614 0.367772961
## 308 hsa-miR-579-002398 0.737547707 0.132209883
## 309 hsa-miR-582-3p-002399 0.292927573 0.533239747
## 310 hsa-miR-582-5p-001983 0.292927573 0.533239747
## 311 hsa-miR-589-002409 0.694126154 0.158561591
## 312 hsa-miR-590-5p-001984 0.325353739 0.487644198
## 313 hsa-miR-597-001551 0.454340620 0.342618434
## 314 hsa-miR-598-001988 0.137671262 0.861156707
## 315 hsa-miR-615-5p-002353 0.292927573 0.533239747
## 316 hsa-miR-616-002414 0.141244676 0.850027913
## 317 hsa-miR-618-001593 0.423784237 0.372855201
## 318 hsa-miR-624-002430 0.289312389 0.538632968
## 319 hsa-miR-625-002431 0.206765305 0.684522335
## 320 hsa-miR-627-001560 0.144622542 0.839764009
## 321 hsa-miR-628-5p-002433 0.117327410 0.930600518
## 322 hsa-miR-629-002436 0.255376756 0.592818634
## 323 hsa-miR-636-002088 0.121246901 0.916329352
## 324 hsa-miR-642-001592 0.842281358 0.074542811
## 325 hsa-miR-651-001604 0.292927573 0.533239747
## 326 hsa-miR-652-002352 0.074284167 1.129103745
## 327 hsa-miR-653-002292 0.051090838 1.291656970
## 328 hsa-miR-654-001611 0.076413814 1.116828122
## 329 hsa-miR-654-3p-002239 0.024240610 1.615456461
## 330 hsa-miR-655-001612 0.141437262 0.849436159
## 331 hsa-miR-660-001515 0.342397062 0.465469970
## 332 hsa-miR-671-3p-002322 0.211064916 0.675583951
## 333 hsa-miR-672-002327 0.292927573 0.533239747
## 334 hsa-miR-674-002021 0.292927573 0.533239747
## 335 hsa-miR-708-002341 0.323918210 0.489564636
## 336 hsa-miR-744-002324 0.103890951 0.983422278
## 337 hsa-miR-758-001990 0.210979996 0.675758721
## 338 hsa-miR-871-002354 0.292927573 0.533239747
## 339 hsa-miR-872-002264 0.292927573 0.533239747
## 340 hsa-miR-873-002356 0.292927573 0.533239747
## 341 hsa-miR-875-3p-002204 0.292927573 0.533239747
## 342 hsa-miR-876-3p-002225 0.225130419 0.647565820
## 343 hsa-miR-876-5p-002205 0.292927573 0.533239747
## 344 hsa-miR-885-3p-002372 0.292927573 0.533239747
## 345 hsa-miR-885-5p-002296 0.462285983 0.335089275
## 346 hsa-miR-886-3p-002194 0.131966199 0.879537293
## 347 hsa-miR-886-5p-002193 0.959206088 0.018088073
## 348 hsa-miR-887-002374 0.292927573 0.533239747
## 349 hsa-miR-888-002212 0.917504317 0.037391883
## 350 hsa-miR-889-002202 0.170502185 0.768270050
## 351 hsa-miR-890-002209 0.283264987 0.547807104
## 352 hsa-miR-891a-002191 0.192102424 0.716467155
## 353 hsa-miR-891b-002210 0.292927573 0.533239747
## 354 hsa-miR-892a-002195 0.292927573 0.533239747
## 355 hsa-miR-9-000583 0.186130505 0.730182445
## 356 hsa-miR-92a-000431 0.170870339 0.767333320
## 357 hsa-miR-95-000433 0.007265880 2.138711782
## 358 hsa-miR-98-000577 0.196338721 0.706994041
## 359 hsa-miR-99a-000435 0.422649168 0.374019982
## 360 hsa-miR-99b-000436 0.058776995 1.230792624
Foldchange <- Analisis %>%
mutate(DosDCt_Cx = (A+B+C)/3,
DosDCt_Tx = (D+E+F)/3,
DosDDCt = DosDCt_Tx/DosDCt_Cx,
LFC = log2( DosDDCt)) %>%
select(-2:-7)
Foldchange
## Gen DosDCt_Cx DosDCt_Tx DosDDCt LFC
## 1 ath-miR159a-000338 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 2 hsa-let-7a-000377 2.104945e-02 3.962172e-02 1.882316e+00 0.91250914
## 3 hsa-let-7b-002619 8.558097e-02 1.737690e-01 2.030463e+00 1.02180908
## 4 hsa-let-7c-000379 4.716674e-03 7.158844e-03 1.517774e+00 0.60195680
## 5 hsa-let-7d-002283 8.019463e-03 1.307895e-02 1.630901e+00 0.70566949
## 6 hsa-let-7e-002406 1.234439e-01 2.011329e-01 1.629346e+00 0.70429308
## 7 hsa-let-7f-000382 1.415957e-03 3.799691e-03 2.683479e+00 1.42410433
## 8 hsa-let-7g-002282 7.807440e-03 9.436664e-03 1.208676e+00 0.27342741
## 9 hsa-miR-1-002222 8.564286e-06 7.146799e-06 8.344886e-01 -0.26103582
## 10 hsa-miR-100-000437 3.915742e-01 3.629677e-01 9.269447e-01 -0.10944481
## 11 hsa-miR-101-002253 4.660299e-05 8.137138e-05 1.746055e+00 0.80409900
## 12 hsa-miR-103-000439 2.105688e-03 4.724092e-03 2.243491e+00 1.16574549
## 13 hsa-miR-105-002167 6.064444e-05 1.325072e-06 2.184984e-02 -5.51623329
## 14 hsa-miR-106a-002169 5.827561e-02 1.961662e-02 3.366180e-01 -1.57081583
## 15 hsa-miR-106b-000442 2.651212e-03 2.693565e-03 1.015975e+00 0.02286499
## 16 hsa-miR-107-000443 9.009825e-05 1.971328e-04 2.187976e+00 1.12959677
## 17 hsa-miR-10a-000387 3.021619e-03 5.189216e-03 1.717362e+00 0.78019459
## 18 hsa-miR-10b-002218 5.039671e-03 1.325072e-06 2.629282e-04 -11.89304374
## 19 hsa-miR-122-002245 7.054721e-05 2.476418e-06 3.510299e-02 -4.83226227
## 20 hsa-miR-125a-3p-002199 1.474855e-04 8.312660e-05 5.636255e-01 -0.82719123
## 21 hsa-miR-125a-5p-002198 1.490942e-02 7.356517e-03 4.934140e-01 -1.01912946
## 22 hsa-miR-125b-000449 2.468989e-01 1.888224e-01 7.647762e-01 -0.38689038
## 23 hsa-miR-126-002228 2.229028e-03 6.302450e-03 2.827443e+00 1.49949810
## 24 hsa-miR-127-000452 1.467177e-02 4.611153e-02 3.142875e+00 1.65208485
## 25 hsa-miR-127-5p-002229 2.001403e-06 6.023104e-06 3.009440e+00 1.58949507
## 26 hsa-miR-128a-002216 2.328888e-04 3.850140e-04 1.653210e+00 0.72526967
## 27 hsa-miR-129-000590 8.713056e-05 1.325072e-06 1.520789e-02 -6.03903666
## 28 hsa-miR-130a-000454 1.020972e-03 3.224090e-03 3.157865e+00 1.65894943
## 29 hsa-miR-130b-000456 1.183985e-03 1.240428e-03 1.047673e+00 0.06718799
## 30 hsa-miR-132-000457 3.158725e-03 7.539205e-03 2.386787e+00 1.25507005
## 31 hsa-miR-133a-002246 9.172217e-05 1.194167e-04 1.301939e+00 0.38066212
## 32 hsa-miR-133b-002247 2.280642e-06 6.224180e-06 2.729135e+00 1.44844394
## 33 hsa-miR-135a-000460 1.767978e-06 8.431817e-06 4.769187e+00 2.25374331
## 34 hsa-miR-135b-002261 1.200044e-04 1.691593e-05 1.409610e-01 -2.82663236
## 35 hsa-miR-136-000592 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 36 hsa-miR-138-002284 1.952591e-02 1.069814e-02 5.478946e-01 -0.86802981
## 37 hsa-miR-139-3p-002313 4.079707e-04 1.325072e-06 3.247958e-03 -8.26625139
## 38 hsa-miR-139-5p-002289 9.116368e-04 4.861013e-04 5.332182e-01 -0.90720217
## 39 hsa-miR-140-3p-002234 4.693988e-04 5.464233e-04 1.164092e+00 0.21920476
## 40 hsa-miR-141-000463 3.621335e-06 2.354402e-06 6.501473e-01 -0.62116138
## 41 hsa-miR-142-3p-000464 7.156152e-06 1.331895e-06 1.861189e-01 -2.42570374
## 42 hsa-miR-142-5p-002248 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 43 hsa-miR-143-002249 8.299544e-03 2.312383e-02 2.786157e+00 1.47827638
## 44 hsa-miR-145-002278 1.129087e-01 3.414583e-01 3.024198e+00 1.59655258
## 45 hsa-miR-146a-000468 2.187186e-02 4.339021e-02 1.983838e+00 0.98829393
## 46 hsa-miR-146b-001097 2.631937e-03 2.018513e-03 7.669307e-01 -0.38283179
## 47 hsa-miR-146b-3p-002361 1.085420e-05 5.796070e-06 5.339934e-01 -0.90510631
## 48 hsa-miR-147-000469 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 49 hsa-miR-147b-002262 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 50 hsa-miR-148a-000470 3.509529e-06 2.352340e-05 6.702723e+00 2.74474738
## 51 hsa-miR-148b-000471 7.078916e-04 1.588331e-03 2.243749e+00 1.16591125
## 52 hsa-miR-149-002255 4.480454e-03 9.121325e-03 2.035804e+00 1.02559836
## 53 hsa-miR-150-000473 3.214382e-05 2.808035e-05 8.735845e-01 -0.19498081
## 54 hsa-miR-152-000475 5.046997e-03 1.227690e-02 2.432517e+00 1.28244971
## 55 hsa-miR-154-000477 1.262725e-05 6.655336e-05 5.270613e+00 2.39797086
## 56 hsa-miR-155-002623 8.818195e-03 8.187457e-04 9.284731e-02 -3.42899606
## 57 hsa-miR-15a-000389 2.117778e-04 4.695376e-04 2.217124e+00 1.14868949
## 58 hsa-miR-15b-000390 1.593581e-02 6.981738e-03 4.381163e-01 -1.19061417
## 59 hsa-miR-16-000391 3.981672e-02 2.508317e-02 6.299658e-01 -0.66665457
## 60 hsa-miR-17-002308 6.369867e-02 2.073650e-02 3.255405e-01 -1.61909097
## 61 hsa-miR-181a-000480 6.118135e-03 1.080731e-02 1.766439e+00 0.82084392
## 62 hsa-miR-181c-000482 1.566179e-04 6.188454e-04 3.951307e+00 1.98232994
## 63 hsa-miR-182-002334 1.957846e-05 4.938373e-06 2.522350e-01 -1.98715935
## 64 hsa-miR-183-002269 1.292494e-05 3.832151e-06 2.964928e-01 -1.75393126
## 65 hsa-miR-184-000485 1.108877e-04 4.472776e-04 4.033608e+00 2.01207099
## 66 hsa-miR-185-002271 2.977965e-04 4.505565e-04 1.512968e+00 0.59738140
## 67 hsa-miR-186-002285 9.673608e-04 3.136795e-03 3.242631e+00 1.69716504
## 68 hsa-miR-188-3p-002106 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 69 hsa-miR-18a-002422 4.066661e-04 2.896187e-04 7.121781e-01 -0.48968998
## 70 hsa-miR-18b-002217 5.716871e-04 4.914442e-04 8.596385e-01 -0.21819806
## 71 hsa-miR-190-000489 3.491119e-06 2.734601e-05 7.833022e+00 2.96956899
## 72 hsa-miR-191-002299 1.312038e-01 5.567057e-02 4.243062e-01 -1.23682238
## 73 hsa-miR-192-000491 2.564648e-04 3.229342e-04 1.259176e+00 0.33247966
## 74 hsa-miR-193a-3p-002250 4.012472e-06 4.273817e-06 1.065133e+00 0.09103376
## 75 hsa-miR-193a-5p-002281 3.495032e-03 6.125567e-03 1.752650e+00 0.80953790
## 76 hsa-miR-193b-002367 3.843566e-02 6.318616e-02 1.643946e+00 0.71716308
## 77 hsa-miR-194-000493 2.493132e-04 1.943754e-04 7.796433e-01 -0.35911382
## 78 hsa-miR-195-000494 2.366282e-03 2.027993e-03 8.570377e-01 -0.22256941
## 79 hsa-miR-196b-002215 8.767159e-06 1.760019e-05 2.007513e+00 1.00540949
## 80 hsa-miR-197-000497 9.553235e-03 1.119659e-02 1.172021e+00 0.22899800
## 81 hsa-miR-198-002273 4.506514e-06 1.539011e-05 3.415080e+00 1.77191937
## 82 hsa-miR-199a-000498 5.662058e-05 1.712290e-04 3.024148e+00 1.59652858
## 83 hsa-miR-199a-3p-002304 1.762669e-02 4.414486e-02 2.504433e+00 1.32448403
## 84 hsa-miR-199b-000500 8.146476e-06 4.838884e-05 5.939849e+00 2.57042614
## 85 hsa-miR-19a-000395 2.830998e-03 2.508941e-03 8.862390e-01 -0.17423230
## 86 hsa-miR-19b-000396 1.526783e-01 7.228147e-02 4.734234e-01 -1.07879713
## 87 hsa-miR-200a-000502 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 88 hsa-miR-200b-002251 1.645045e-04 1.189067e-04 7.228169e-01 -0.46829782
## 89 hsa-miR-200c-002300 1.858238e-03 6.524403e-04 3.511070e-01 -1.51001743
## 90 hsa-miR-202-002363 1.113319e-06 3.501037e-06 3.144685e+00 1.65291566
## 91 hsa-miR-203-000507 9.046523e-06 2.755666e-05 3.046105e+00 1.60696548
## 92 hsa-miR-204-000508 1.572139e-03 4.284157e-04 2.725050e-01 -1.87564564
## 93 hsa-miR-205-000509 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 94 hsa-miR-208-000511 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 95 hsa-miR-208b-002290 1.113319e-06 8.706012e-06 7.819873e+00 2.96714525
## 96 hsa-miR-20a-000580 3.421626e-02 9.976149e-03 2.915616e-01 -1.77812726
## 97 hsa-miR-20b-001014 2.935019e-03 1.205912e-03 4.108701e-01 -1.28324570
## 98 hsa-miR-21-000397 1.254300e-01 1.511331e-01 1.204919e+00 0.26893649
## 99 hsa-miR-210-000512 1.959684e-02 4.127568e-03 2.106242e-01 -2.24725712
## 100 hsa-miR-211-000514 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 101 hsa-miR-212-000515 2.988557e-04 5.809865e-04 1.944037e+00 0.95905587
## 102 hsa-miR-214-002306 8.665431e-03 2.212655e-02 2.553428e+00 1.35243545
## 103 hsa-miR-215-000518 3.479147e-04 3.494757e-06 1.004487e-02 -6.63739779
## 104 hsa-miR-216a-002220 1.113319e-06 1.437423e-06 1.291115e+00 0.36861748
## 105 hsa-miR-216b-002326 2.038940e-06 1.325072e-06 6.498825e-01 -0.62174916
## 106 hsa-miR-217-002337 1.492118e-06 7.757775e-06 5.199170e+00 2.37828124
## 107 hsa-miR-218-000521 2.883704e-03 3.156814e-03 1.094708e+00 0.13054633
## 108 hsa-miR-219-000522 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 109 hsa-miR-219-1-3p-002095 6.222207e-06 2.763651e-06 4.441594e-01 -1.17085070
## 110 hsa-miR-219-2-3p-002390 6.026598e-02 5.405969e-02 8.970184e-01 -0.15679055
## 111 hsa-miR-22-000398 8.611206e-03 1.194190e-02 1.386786e+00 0.47174469
## 112 hsa-miR-220-000523 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 113 hsa-miR-220b-002206 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 114 hsa-miR-220c-002211 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 115 hsa-miR-221-000524 4.693119e-02 5.456460e-02 1.162651e+00 0.21741819
## 116 hsa-miR-222-002276 4.424726e-01 3.712077e-01 8.389395e-01 -0.25336130
## 117 hsa-miR-223-002295 9.727350e-05 1.096157e-04 1.126881e+00 0.17233560
## 118 hsa-miR-224-002099 7.099274e-04 1.295701e-03 1.825118e+00 0.86798962
## 119 hsa-miR-23a-000399 9.088273e-03 1.814035e-02 1.996018e+00 0.99712461
## 120 hsa-miR-23b-000400 1.113319e-06 2.012597e-03 1.807746e+03 10.81997609
## 121 hsa-miR-24-000402 5.378424e-01 1.580043e+00 2.937744e+00 1.55470869
## 122 hsa-miR-25-000403 2.163373e-03 1.053018e-03 4.867484e-01 -1.03875198
## 123 hsa-miR-26a-000405 2.022700e-02 2.503143e-02 1.237526e+00 0.30745841
## 124 hsa-miR-26b-000407 1.070440e-03 4.953587e-03 4.627618e+00 2.21026966
## 125 hsa-miR-27a-000408 1.101605e-02 2.189607e-02 1.987653e+00 0.99106568
## 126 hsa-miR-27b-000409 2.872583e-03 6.152722e-03 2.141878e+00 1.09887637
## 127 hsa-miR-28-000411 1.835742e-03 2.696425e-03 1.468848e+00 0.55468464
## 128 hsa-miR-28-3p-002446 3.864376e-03 3.544261e-03 9.171625e-01 -0.12475070
## 129 hsa-miR-296-000527 4.463163e-03 1.377276e-03 3.085874e-01 -1.69624877
## 130 hsa-miR-296-3p-002101 2.510926e-05 8.404891e-06 3.347328e-01 -1.57891838
## 131 hsa-miR-298-002190 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 132 hsa-miR-299-3p-001015 1.113319e-06 1.902433e-06 1.708795e+00 0.77297929
## 133 hsa-miR-299-5p-000600 6.145714e-05 1.841065e-04 2.995689e+00 1.58288784
## 134 hsa-miR-29a-002112 5.497109e-01 1.787408e-01 3.251541e-01 -1.62080430
## 135 hsa-miR-29b-000413 2.168998e-04 2.324181e-04 1.071546e+00 0.09969346
## 136 hsa-miR-29c-000587 1.802701e-03 1.596761e-03 8.857606e-01 -0.17501132
## 137 hsa-miR-301-000528 2.495361e-04 5.229493e-04 2.095686e+00 1.06742228
## 138 hsa-miR-301b-002392 6.585870e-06 1.647806e-05 2.502033e+00 1.32310064
## 139 hsa-miR-302a-000529 1.462546e-04 3.983573e-04 2.723725e+00 1.44558092
## 140 hsa-miR-302b-000531 1.579179e-04 1.993671e-03 1.262473e+01 3.65818090
## 141 hsa-miR-302c-000533 1.104892e-01 4.095151e-02 3.706383e-01 -1.43191615
## 142 hsa-miR-30b-000602 3.897033e-02 4.885090e-02 1.253541e+00 0.32600891
## 143 hsa-miR-30c-000419 5.251704e-02 6.793282e-02 1.293539e+00 0.37132330
## 144 hsa-miR-31-002279 5.581470e-02 1.560479e-01 2.795820e+00 1.48327150
## 145 hsa-miR-32-002109 6.442323e-06 3.922830e-06 6.089154e-01 -0.71568629
## 146 hsa-miR-320-002277 2.006619e-02 2.247614e-02 1.120100e+00 0.16362791
## 147 hsa-miR-323-3p-002227 6.047101e-04 1.273622e-03 2.106170e+00 1.07462197
## 148 hsa-miR-324-3p-002161 1.265270e-03 1.893833e-03 1.496782e+00 0.58186430
## 149 hsa-miR-324-5p-000539 3.416374e-04 6.961709e-04 2.037748e+00 1.02697557
## 150 hsa-miR-325-000540 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 151 hsa-miR-326-000542 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 152 hsa-miR-328-000543 1.656729e-03 4.192036e-03 2.530309e+00 1.33931353
## 153 hsa-miR-329-001101 2.477035e-05 9.183448e-05 3.707435e+00 1.89042148
## 154 hsa-miR-330-000544 1.673251e-04 4.894065e-04 2.924884e+00 1.54837951
## 155 hsa-miR-330-5p-002230 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 156 hsa-miR-331-000545 1.378009e-02 3.272356e-02 2.374699e+00 1.24774458
## 157 hsa-miR-331-5p-002233 1.008717e-05 1.243615e-05 1.232869e+00 0.30201907
## 158 hsa-miR-335-000546 1.723003e-03 2.503670e-03 1.453085e+00 0.53911906
## 159 hsa-miR-337-5p-002156 1.778412e-04 3.532555e-04 1.986353e+00 0.99012197
## 160 hsa-miR-338-3p-002252 2.377099e-06 1.325072e-06 5.574322e-01 -0.84313181
## 161 hsa-miR-339-3p-002184 1.088510e-03 9.667674e-04 8.881570e-01 -0.17111343
## 162 hsa-miR-339-5p-002257 3.112940e-03 4.758150e-03 1.528507e+00 0.61212279
## 163 hsa-miR-33b-002085 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 164 hsa-miR-340-002258 3.140216e-05 8.103136e-05 2.580439e+00 1.36761668
## 165 hsa-miR-342-3p-002260 3.192331e-03 5.048164e-03 1.581341e+00 0.66114870
## 166 hsa-miR-342-5p-002147 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 167 hsa-miR-345-002186 2.521315e-03 1.689397e-03 6.700459e-01 -0.57766808
## 168 hsa-miR-346-000553 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 169 hsa-miR-34a-000426 1.066543e-02 7.355336e-03 6.896427e-01 -0.53607905
## 170 hsa-miR-34c-000428 9.566917e-05 1.571951e-04 1.643111e+00 0.71643033
## 171 hsa-miR-361-000554 3.287745e-04 5.802139e-04 1.764778e+00 0.81948653
## 172 hsa-miR-362-001273 3.592237e-04 3.254642e-04 9.060209e-01 -0.14238377
## 173 hsa-miR-362-3p-002117 3.264266e-05 3.796543e-05 1.163062e+00 0.21792756
## 174 hsa-miR-363-001271 1.246140e-05 3.771887e-05 3.026857e+00 1.59782072
## 175 hsa-miR-365-001020 7.609206e-03 1.231584e-02 1.618545e+00 0.69469727
## 176 hsa-miR-367-000555 1.123093e-02 2.672601e-02 2.379679e+00 1.25076673
## 177 hsa-miR-369-3p-000557 2.819020e-06 3.297999e-05 1.169910e+01 3.54832549
## 178 hsa-miR-369-5p-001021 1.691764e-05 1.751595e-05 1.035366e+00 0.05014096
## 179 hsa-miR-370-002275 3.850705e-03 9.464108e-03 2.457760e+00 1.29734393
## 180 hsa-miR-371-3p-002124 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 181 hsa-miR-372-000560 1.856060e-05 7.026337e-06 3.785620e-01 -1.40139830
## 182 hsa-miR-373-000561 1.697266e-06 7.399029e-06 4.359381e+00 2.12412318
## 183 hsa-miR-374-000563 4.276599e-03 4.221362e-03 9.870840e-01 -0.01875525
## 184 hsa-miR-375-000564 1.906605e-05 1.443549e-05 7.571308e-01 -0.40138556
## 185 hsa-miR-376a-000565 4.924531e-03 1.523091e-02 3.092866e+00 1.62894413
## 186 hsa-miR-376b-001102 2.563099e-02 1.122239e-02 4.378446e-01 -1.19150914
## 187 hsa-miR-376c-002122 9.443363e-03 2.511555e-02 2.659598e+00 1.41120806
## 188 hsa-miR-377-000566 2.326727e-05 1.755834e-05 7.546365e-01 -0.40614613
## 189 hsa-miR-380-3p-000569 2.682884e-05 8.182248e-05 3.049796e+00 1.60871266
## 190 hsa-miR-381-000571 6.959233e-06 3.652289e-05 5.248120e+00 2.39180074
## 191 hsa-miR-382-000572 6.616579e-03 1.710525e-02 2.585210e+00 1.37028167
## 192 hsa-miR-383-000573 1.272272e-05 3.449450e-05 2.711253e+00 1.43895986
## 193 hsa-miR-384-000574 1.232945e-05 1.325072e-06 1.074721e-01 -3.21796643
## 194 hsa-miR-409-5p-002331 1.036533e-04 1.804832e-04 1.741219e+00 0.80009805
## 195 hsa-miR-410-001274 2.104035e-04 8.976194e-04 4.266182e+00 2.09294551
## 196 hsa-miR-411-001610 3.277631e-03 9.808387e-03 2.992523e+00 1.58136232
## 197 hsa-miR-412-001023 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 198 hsa-miR-422a-002297 7.558659e-05 6.317136e-05 8.357483e-01 -0.25885962
## 199 hsa-miR-423-5p-002340 1.851999e-04 1.758520e-04 9.495255e-01 -0.07472141
## 200 hsa-miR-424-000604 2.991780e-05 2.249878e-05 7.520200e-01 -0.41115699
## 201 hsa-miR-425-5p-001516 1.987509e-03 8.418105e-04 4.235506e-01 -1.23939378
## 202 hsa-miR-429-001024 2.356642e-06 6.630514e-06 2.813543e+00 1.49238781
## 203 hsa-miR-431-001979 1.470146e-02 5.094652e-03 3.465406e-01 -1.52890354
## 204 hsa-miR-433-001028 2.986909e-04 5.980415e-04 2.002208e+00 1.00159218
## 205 hsa-miR-448-001029 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 206 hsa-miR-449-001030 7.853671e-05 1.457471e-06 1.855783e-02 -5.75182836
## 207 hsa-miR-449b-001608 1.359544e-04 1.788758e-05 1.315704e-01 -2.92609287
## 208 hsa-miR-450a-002303 2.746382e-05 2.299697e-05 8.373552e-01 -0.25608844
## 209 hsa-miR-450b-3p-002208 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 210 hsa-miR-450b-5p-002207 1.833489e-04 1.325072e-06 7.227047e-03 -7.11237795
## 211 hsa-miR-452-002329 2.021992e-04 6.360460e-04 3.145640e+00 1.65335367
## 212 hsa-miR-453-002318 1.994559e-06 7.156168e-06 3.587844e+00 1.84311720
## 213 hsa-miR-454-002323 1.736076e-03 3.194427e-03 1.840027e+00 0.87972680
## 214 hsa-miR-455-001280 4.620865e-04 6.021770e-04 1.303170e+00 0.38202477
## 215 hsa-miR-455-3p-002244 1.650690e-03 1.391444e-03 8.429468e-01 -0.24648649
## 216 hsa-miR-483-5p-002338 1.302962e-05 3.391935e-05 2.603248e+00 1.38031302
## 217 hsa-miR-484-001821 2.506614e-02 2.365072e-02 9.435325e-01 -0.08385590
## 218 hsa-miR-485-3p-001277 5.927666e-04 1.379756e-03 2.327655e+00 1.21887722
## 219 hsa-miR-485-5p-001036 4.402049e-04 1.875526e-03 4.260576e+00 2.09104842
## 220 hsa-miR-486-001278 4.463964e-03 1.499356e-02 3.358799e+00 1.74794532
## 221 hsa-miR-486-3p-002093 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 222 hsa-miR-487a-001279 9.699816e-05 2.828342e-04 2.915872e+00 1.54392744
## 223 hsa-miR-487b-001285 9.187918e-04 2.579261e-03 2.807231e+00 1.48914798
## 224 hsa-miR-488-002357 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 225 hsa-miR-489-002358 6.500821e-05 1.052534e-04 1.619079e+00 0.69517330
## 226 hsa-miR-490-001037 5.149176e-06 6.022040e-05 1.169515e+01 3.54783881
## 227 hsa-miR-491-3p-002360 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 228 hsa-miR-492-001039 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 229 hsa-miR-493-002364 2.849564e-04 7.731748e-04 2.713309e+00 1.44005341
## 230 hsa-miR-494-002365 2.439836e-03 5.718217e-03 2.343690e+00 1.22878149
## 231 hsa-miR-499-3p-002427 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 232 hsa-miR-500-002428 1.557839e-04 1.678320e-04 1.077339e+00 0.10747169
## 233 hsa-miR-501-001047 5.923033e-04 4.290092e-04 7.243067e-01 -0.46532745
## 234 hsa-miR-501-3p-002435 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 235 hsa-miR-502-001109 2.346162e-05 7.238348e-05 3.085186e+00 1.62535766
## 236 hsa-miR-502-3p-002083 8.392283e-05 4.708280e-05 5.610249e-01 -0.83386319
## 237 hsa-miR-503-001048 3.655390e-05 4.147326e-05 1.134578e+00 0.18215636
## 238 hsa-miR-504-002084 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 239 hsa-miR-505-002089 1.290358e-04 3.055242e-04 2.367748e+00 1.24351554
## 240 hsa-miR-506-001050 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 241 hsa-miR-507-001051 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 242 hsa-miR-508-001052 1.804753e-06 2.245486e-06 1.244206e+00 0.31522569
## 243 hsa-miR-508-5p-002092 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 244 hsa-miR-509-3-5p-002155 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 245 hsa-miR-509-5p-002235 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 246 hsa-miR-510-002241 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 247 hsa-miR-511-001111 3.625215e-04 1.796060e-03 4.954354e+00 2.30869694
## 248 hsa-miR-512-3p-001823 1.855712e-04 8.095571e-06 4.362516e-02 -4.51869587
## 249 hsa-miR-512-5p-001145 1.124104e-06 1.325072e-06 1.178781e+00 0.23729512
## 250 hsa-miR-513-5p-002090 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 251 hsa-miR-515-3p-002369 1.250987e-03 1.097007e-03 8.769126e-01 -0.18949505
## 252 hsa-miR-515-5p-001112 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 253 hsa-miR-516a-5p-002416 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 254 hsa-miR-516b-001150 5.890077e-06 1.325072e-06 2.249668e-01 -2.15221617
## 255 hsa-miR-517a-002402 9.841591e-05 2.684560e-06 2.727770e-02 -5.19613422
## 256 hsa-miR-517b-001152 1.113319e-06 1.332447e-06 1.196824e+00 0.25921156
## 257 hsa-miR-517c-001153 8.563837e-05 3.422068e-05 3.995952e-01 -1.32338892
## 258 hsa-miR-518a-3p-002397 9.986171e-06 5.038457e-06 5.045435e-01 -0.98694950
## 259 hsa-miR-518a-5p-002396 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 260 hsa-miR-518b-001156 4.927528e-05 1.615934e-04 3.279401e+00 1.71343235
## 261 hsa-miR-518c-002401 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 262 hsa-miR-518d-001159 4.172429e-06 1.325072e-06 3.175780e-01 -1.65481721
## 263 hsa-miR-518d-5p-002389 6.548868e-02 2.609152e-02 3.984128e-01 -1.32766421
## 264 hsa-miR-518e-002395 1.911001e-05 1.325072e-06 6.933913e-02 -3.85018646
## 265 hsa-miR-518f-002388 2.050200e-05 6.840761e-06 3.336631e-01 -1.58353602
## 266 hsa-miR-519a-002415 5.365736e-05 7.126730e-06 1.328193e-01 -2.91246382
## 267 hsa-miR-519c-001163 2.492327e-06 1.325072e-06 5.316603e-01 -0.91142332
## 268 hsa-miR-519d-002403 3.084810e-05 2.446354e-06 7.930323e-02 -3.65647659
## 269 hsa-miR-519e-002370 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 270 hsa-miR-520a#-001168 4.300339e-06 1.325072e-06 3.081319e-01 -1.69838006
## 271 hsa-miR-520a-001167 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 272 hsa-miR-520b-001116 3.546635e-06 1.490405e-06 4.202308e-01 -1.25074602
## 273 hsa-miR-520d-5p-002393 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 274 hsa-miR-520e-001119 1.113319e-06 9.173816e-05 8.240062e+01 6.36458336
## 275 hsa-miR-520f-001120 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 276 hsa-miR-520g-001121 5.006405e-05 1.325072e-06 2.646752e-02 -5.23963295
## 277 hsa-miR-521-001122 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 278 hsa-miR-522-002413 1.298722e-05 1.009272e-05 7.771270e-01 -0.36377762
## 279 hsa-miR-523-002386 6.492716e-04 1.768940e-03 2.724499e+00 1.44599107
## 280 hsa-miR-524-5p-001982 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 281 hsa-miR-525-001174 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 282 hsa-miR-525-3p-002385 5.665072e-06 1.325072e-06 2.339020e-01 -2.09602399
## 283 hsa-miR-526b-002382 6.590259e-06 1.325072e-06 2.010652e-01 -2.31426487
## 284 hsa-miR-532-001518 2.791691e-03 2.835441e-03 1.015672e+00 0.02243390
## 285 hsa-miR-532-3p-002355 3.751986e-04 4.339756e-04 1.156656e+00 0.20995954
## 286 hsa-miR-539-001286 2.469100e-03 8.133779e-03 3.294228e+00 1.71994039
## 287 hsa-miR-541-002201 1.716957e-05 5.206610e-05 3.032464e+00 1.60049050
## 288 hsa-miR-542-3p-001284 5.618388e-06 9.454989e-06 1.682865e+00 0.75091940
## 289 hsa-miR-542-5p-002240 3.455165e-06 3.771883e-06 1.091665e+00 0.12652999
## 290 hsa-miR-544-002265 1.558006e-06 1.350626e-06 8.668938e-01 -0.20607281
## 291 hsa-miR-545-002267 1.452242e-06 2.339547e-06 1.610990e+00 0.68794743
## 292 hsa-miR-548a-001538 2.622192e-06 1.325072e-06 5.053298e-01 -0.98470295
## 293 hsa-miR-548a-5p-002412 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 294 hsa-miR-548b-001541 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 295 hsa-miR-548b-5p-002408 1.415553e-05 6.313047e-06 4.459774e-01 -1.16495734
## 296 hsa-miR-548c-001590 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 297 hsa-miR-548c-5p-002429 3.872955e-06 1.398855e-06 3.611854e-01 -1.46918862
## 298 hsa-miR-548d-001605 2.764661e-05 1.325072e-06 4.792889e-02 -4.38296067
## 299 hsa-miR-548d-5p-002237 1.082231e-05 1.873116e-06 1.730790e-01 -2.53049710
## 300 hsa-miR-551b-001535 1.522184e-05 2.368923e-05 1.556265e+00 0.63808811
## 301 hsa-miR-556-3p-002345 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 302 hsa-miR-556-5p-002344 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 303 hsa-miR-561-001528 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 304 hsa-miR-570-002347 3.324252e-06 1.325072e-06 3.986074e-01 -1.32695953
## 305 hsa-miR-574-3p-002349 1.986129e-02 6.118022e-02 3.080374e+00 1.62310565
## 306 hsa-miR-576-3p-002351 5.995882e-05 4.949923e-05 8.255538e-01 -0.27656588
## 307 hsa-miR-576-5p-002350 1.860189e-05 1.325072e-06 7.123318e-02 -3.81130678
## 308 hsa-miR-579-002398 7.477902e-05 8.090323e-05 1.081898e+00 0.11356383
## 309 hsa-miR-582-3p-002399 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 310 hsa-miR-582-5p-001983 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 311 hsa-miR-589-002409 2.330712e-05 3.129959e-05 1.342919e+00 0.42537282
## 312 hsa-miR-590-5p-001984 1.442121e-03 5.827825e-04 4.041149e-01 -1.30716259
## 313 hsa-miR-597-001551 2.521571e-05 3.512971e-05 1.393167e+00 0.47836853
## 314 hsa-miR-598-001988 3.736097e-04 9.214042e-04 2.466221e+00 1.30230212
## 315 hsa-miR-615-5p-002353 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 316 hsa-miR-616-002414 5.353315e-05 2.361733e-05 4.411720e-01 -1.18058690
## 317 hsa-miR-618-001593 1.279049e-04 9.434269e-05 7.376004e-01 -0.43908859
## 318 hsa-miR-624-002430 1.494592e-05 1.325072e-06 8.865777e-02 -3.49560915
## 319 hsa-miR-625-002431 1.582679e-04 1.327341e-05 8.386674e-02 -3.57575744
## 320 hsa-miR-627-001560 2.124926e-06 6.310567e-06 2.969782e+00 1.57035697
## 321 hsa-miR-628-5p-002433 1.447372e-04 5.545312e-04 3.831297e+00 1.93783294
## 322 hsa-miR-629-002436 2.762487e-05 1.417862e-05 5.132557e-01 -0.96225030
## 323 hsa-miR-636-002088 7.471521e-05 3.563448e-05 4.769375e-01 -1.06812794
## 324 hsa-miR-642-001592 9.102159e-05 9.331117e-05 1.025154e+00 0.03584106
## 325 hsa-miR-651-001604 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 326 hsa-miR-652-002352 4.925494e-04 1.902276e-04 3.862101e-01 -1.37254231
## 327 hsa-miR-653-002292 1.113319e-06 1.613818e-06 1.449556e+00 0.53561084
## 328 hsa-miR-654-001611 4.103673e-04 1.485142e-03 3.619055e+00 1.85561300
## 329 hsa-miR-654-3p-002239 3.405333e-05 1.570894e-04 4.613042e+00 2.20571829
## 330 hsa-miR-655-001612 4.932086e-04 1.485424e-03 3.011757e+00 1.59060528
## 331 hsa-miR-660-001515 1.234216e-03 1.842935e-03 1.493204e+00 0.57841081
## 332 hsa-miR-671-3p-002322 1.024943e-03 4.209758e-04 4.107311e-01 -1.28373395
## 333 hsa-miR-672-002327 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 334 hsa-miR-674-002021 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 335 hsa-miR-708-002341 1.207291e-03 6.420807e-04 5.318358e-01 -0.91094710
## 336 hsa-miR-744-002324 1.620595e-03 4.535513e-03 2.798671e+00 1.48474174
## 337 hsa-miR-758-001990 1.716533e-04 4.026626e-04 2.345790e+00 1.23007412
## 338 hsa-miR-871-002354 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 339 hsa-miR-872-002264 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 340 hsa-miR-873-002356 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 341 hsa-miR-875-3p-002204 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 342 hsa-miR-876-3p-002225 3.292857e-06 1.325072e-06 4.024079e-01 -1.31326950
## 343 hsa-miR-876-5p-002205 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 344 hsa-miR-885-3p-002372 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 345 hsa-miR-885-5p-002296 1.997082e-05 1.494044e-05 7.481137e-01 -0.41867057
## 346 hsa-miR-886-3p-002194 2.153793e-03 1.218394e-03 5.656968e-01 -0.82189901
## 347 hsa-miR-886-5p-002193 2.971253e-04 2.945140e-04 9.912117e-01 -0.01273486
## 348 hsa-miR-887-002374 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 349 hsa-miR-888-002212 1.172847e-01 1.256956e-01 1.071714e+00 0.09991953
## 350 hsa-miR-889-002202 2.657208e-04 7.031253e-04 2.646106e+00 1.40387064
## 351 hsa-miR-890-002209 1.650194e-03 5.533298e-04 3.353120e-01 -1.57642395
## 352 hsa-miR-891a-002191 1.024474e-05 1.325072e-06 1.293416e-01 -2.95074166
## 353 hsa-miR-891b-002210 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 354 hsa-miR-892a-002195 1.113319e-06 1.325072e-06 1.190200e+00 0.25120351
## 355 hsa-miR-9-000583 2.653678e-02 5.188167e-05 1.955085e-03 -8.99855293
## 356 hsa-miR-92a-000431 1.798639e-02 2.459110e-03 1.367206e-01 -2.87069789
## 357 hsa-miR-95-000433 4.816179e-06 4.153687e-05 8.624445e+00 3.10843155
## 358 hsa-miR-98-000577 1.113319e-06 2.703166e-06 2.428026e+00 1.27978360
## 359 hsa-miR-99a-000435 4.390855e-01 5.443253e-01 1.239679e+00 0.30996691
## 360 hsa-miR-99b-000436 3.717849e-02 2.806836e-02 7.549622e-01 -0.40552372
V_plot <- ggplot(mapping = aes(x = Foldchange$LFC,
y = Pvalue$LPV))+
geom_point()
V_plot
