28 de Feb
Ana Gabriela Bernardo
2025-02-28
#command+option+i pone el chunk
#install.packages("pacman")
library("pacman")
p_load("readr",
"dplyr",
"ggplot2")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 21.9410Referencia <- 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 16.4404Genes <- 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 18.5586Sacar promedioos de los controles para la estadÃstica
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)Sacar el Delta Ct para cada columna de Genes restando la columna correspondiente del gen de resistencia #Y el chunk se pone con Comm + Opt + I #Mutate es para generar nuevas columnas, indico que a lo que le voy a agregar es a genes #Y quise quitar de la columna 2 a la 7, por eso el select(-2:-7)
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^-(T3-Mean_Tx3)) %>%
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 1.156556e-06
## 2 4.486186e-02 1.984290e-02
## 3 1.980770e-01 7.752292e-02
## 4 8.669914e-03 2.388907e-03
## 5 1.463974e-02 9.870006e-03
## 6 2.208186e-01 1.029251e-01
## 7 4.247216e-03 1.238463e-03
## 8 8.590950e-03 5.497025e-03
## 9 9.452539e-06 3.038239e-06
## 10 2.687680e-01 6.246269e-01
## 11 5.153576e-05 3.733185e-05
## 12 4.161252e-03 9.258504e-04
## 13 1.032185e-06 8.419340e-05
## 14 9.303139e-03 8.201699e-02
## 15 1.085243e-03 2.378169e-03
## 16 1.853235e-04 4.818577e-05
## 17 2.562439e-03 4.684032e-03
## 18 1.032185e-06 6.330199e-03
## 19 4.486225e-06 3.699441e-05
## 20 8.762083e-05 1.504078e-04
## 21 9.856788e-03 2.171396e-02
## 22 1.697912e-01 2.833322e-01
## 23 6.703050e-03 3.807667e-05
## 24 3.151611e-02 1.610101e-03
## 25 2.156665e-06 2.322591e-06
## 26 2.981309e-04 1.028241e-04
## 27 1.032185e-06 1.156556e-06
## 28 1.628245e-03 8.204862e-04
## 29 6.570694e-04 1.208026e-03
## 30 8.571321e-03 2.917133e-03
## 31 1.656049e-04 7.465853e-05
## 32 1.572951e-05 1.156556e-06
## 33 1.032185e-06 2.119076e-06
## 34 1.717490e-06 1.576122e-04
## 35 1.032185e-06 1.156556e-06
## 36 2.143722e-03 2.642536e-02
## 37 1.032185e-06 1.156556e-06
## 38 4.589846e-04 1.085192e-03
## 39 8.723129e-04 1.479981e-04
## 40 1.032185e-06 4.068326e-06
## 41 1.032185e-06 1.930945e-05
## 42 1.032185e-06 1.156556e-06
## 43 1.736148e-02 1.993742e-04
## 44 3.995459e-01 1.685587e-03
## 45 3.339864e-02 3.316706e-03
## 46 2.240185e-03 2.469897e-03
## 47 1.285832e-06 2.260176e-06
## 48 1.032185e-06 1.156556e-06
## 49 1.032185e-06 1.156556e-06
## 50 1.661831e-05 1.452066e-05
## 51 9.374526e-04 1.777167e-04
## 52 5.793028e-03 1.311076e-03
## 53 3.412842e-05 1.940740e-05
## 54 1.212252e-02 2.414879e-03
## 55 5.424815e-05 1.156556e-06
## 56 6.604483e-04 9.530494e-03
## 57 1.032185e-06 1.156556e-06
## 58 4.356645e-03 1.946555e-02
## 59 2.214667e-02 3.893919e-02
## 60 8.670515e-03 8.493875e-02
## 61 1.418720e-02 5.227970e-03
## 62 7.401644e-04 7.739858e-05
## 63 1.187209e-05 2.543839e-05
## 64 8.553423e-06 1.793661e-05
## 65 9.562221e-04 7.500086e-05
## 66 4.090694e-04 1.569363e-04
## 67 3.403496e-03 1.505926e-03
## 68 1.032185e-06 1.156556e-06
## 69 4.907111e-05 3.074132e-04
## 70 6.928648e-05 2.994010e-04
## 71 4.070488e-06 5.173481e-06
## 72 6.973532e-02 1.744719e-01
## 73 2.122472e-04 3.039384e-04
## 74 1.032185e-06 1.385047e-06
## 75 6.027742e-03 2.423767e-03
## 76 5.045473e-02 2.474304e-02
## 77 1.753024e-04 3.014208e-04
## 78 1.745714e-03 3.772579e-03
## 79 4.118086e-05 7.901548e-06
## 80 1.009744e-02 1.099557e-02
## 81 2.179918e-05 1.156556e-06
## 82 9.645619e-05 1.156556e-06
## 83 3.445443e-02 1.865946e-05
## 84 3.150485e-05 1.156556e-06
## 85 8.760697e-04 2.389073e-03
## 86 2.453072e-02 1.541030e-01
## 87 1.032185e-06 1.156556e-06
## 88 1.736817e-04 1.372094e-04
## 89 9.827645e-04 1.837254e-03
## 90 7.560082e-06 1.156556e-06
## 91 3.576067e-05 1.618924e-06
## 92 3.110283e-04 2.406357e-03
## 93 1.032185e-06 1.156556e-06
## 94 1.032185e-06 1.156556e-06
## 95 1.032185e-06 1.156556e-06
## 96 4.318761e-03 4.347310e-02
## 97 5.060029e-04 3.666620e-03
## 98 1.079050e-01 8.653734e-02
## 99 6.014804e-03 3.989818e-02
## 100 1.032185e-06 1.156556e-06
## 101 5.994111e-04 2.309658e-04
## 102 1.733863e-02 1.156556e-06
## 103 7.541241e-06 2.694988e-04
## 104 1.346302e-06 1.156556e-06
## 105 1.032185e-06 1.156556e-06
## 106 1.233514e-05 1.156556e-06
## 107 2.170335e-03 2.480019e-03
## 108 1.032185e-06 1.156556e-06
## 109 3.474732e-06 1.156556e-06
## 110 1.621761e-01 1.156556e-06
## 111 1.106950e-02 5.271637e-03
## 112 1.032185e-06 1.156556e-06
## 113 1.032185e-06 1.156556e-06
## 114 1.032185e-06 1.156556e-06
## 115 3.431857e-02 3.846171e-02
## 116 3.165781e-01 6.649264e-01
## 117 1.355331e-04 7.464818e-05
## 118 8.855328e-04 2.492130e-04
## 119 2.667872e-02 6.745152e-03
## 120 6.034849e-03 1.156556e-06
## 121 1.243092e+00 1.768094e-01
## 122 9.392738e-04 3.046707e-03
## 123 2.473390e-02 2.361368e-02
## 124 4.436179e-03 1.592564e-03
## 125 1.182540e-02 4.766238e-03
## 126 6.180046e-03 1.220736e-03
## 127 1.929755e-03 1.496146e-03
## 128 2.962300e-03 4.843168e-03
## 129 1.039448e-03 7.525831e-03
## 130 3.708156e-06 2.015317e-05
## 131 1.032185e-06 1.156556e-06
## 132 1.032185e-06 1.156556e-06
## 133 8.605588e-05 9.763749e-06
## 134 1.308180e-01 6.286229e-01
## 135 5.580034e-05 2.748947e-04
## 136 1.064826e-03 4.811047e-03
## 137 1.665258e-04 3.884980e-05
## 138 4.516803e-06 3.074252e-06
## 139 1.584300e-04 2.467646e-06
## 140 8.809412e-04 1.156556e-06
## 141 3.934798e-02 3.208713e-01
## 142 4.745926e-02 4.327167e-02
## 143 7.016685e-02 3.954850e-02
## 144 7.491681e-02 1.156556e-06
## 145 1.035338e-06 2.407666e-06
## 146 1.796750e-02 1.908214e-02
## 147 8.038608e-04 3.734997e-05
## 148 1.793798e-03 8.173075e-04
## 149 2.269455e-04 1.547864e-04
## 150 1.032185e-06 1.156556e-06
## 151 1.032185e-06 1.156556e-06
## 152 3.186158e-03 1.215669e-03
## 153 7.527516e-05 3.821225e-06
## 154 4.355220e-04 7.709339e-05
## 155 1.032185e-06 1.156556e-06
## 156 2.479054e-02 2.402857e-03
## 157 9.307553e-06 4.892715e-06
## 158 1.613862e-03 1.201512e-03
## 159 1.309164e-04 1.228934e-05
## 160 1.032185e-06 1.156556e-06
## 161 9.209646e-04 1.221159e-03
## 162 3.482245e-03 2.742993e-03
## 163 1.032185e-06 1.156556e-06
## 164 5.226966e-05 1.156556e-06
## 165 6.767006e-03 1.237262e-03
## 166 1.032185e-06 1.156556e-06
## 167 1.254157e-03 2.980700e-03
## 168 1.032185e-06 1.156556e-06
## 169 4.264621e-03 9.645466e-03
## 170 6.725184e-05 1.449452e-05
## 171 6.504985e-04 3.955004e-04
## 172 2.005060e-04 2.959347e-04
## 173 9.385944e-06 1.899483e-05
## 174 1.696750e-05 1.156556e-06
## 175 1.262505e-02 2.446045e-03
## 176 1.722005e-02 1.847946e-02
## 177 1.703939e-05 1.956717e-06
## 178 8.395998e-06 1.156556e-06
## 179 4.162406e-03 1.500537e-04
## 180 1.032185e-06 1.156556e-06
## 181 1.032185e-06 2.144152e-05
## 182 1.032185e-06 1.156556e-06
## 183 9.494010e-03 3.137142e-03
## 184 2.706960e-05 3.928850e-05
## 185 8.552331e-03 7.448134e-04
## 186 8.716311e-03 2.011850e-02
## 187 2.315606e-02 1.206687e-03
## 188 4.973198e-05 1.156556e-06
## 189 3.199561e-05 1.156556e-06
## 190 1.167784e-05 4.854206e-06
## 191 1.722005e-02 9.739036e-04
## 192 2.365101e-06 1.156556e-06
## 193 1.032185e-06 1.156556e-06
## 194 1.348678e-04 4.626224e-06
## 195 5.494338e-04 1.273419e-05
## 196 4.824628e-03 3.915724e-04
## 197 1.032185e-06 1.156556e-06
## 198 5.729359e-05 7.264216e-05
## 199 1.455632e-04 1.853535e-04
## 200 1.096020e-05 3.806611e-05
## 201 7.738992e-04 2.393051e-03
## 202 6.678397e-06 8.547101e-06
## 203 2.799012e-03 1.693517e-02
## 204 2.711227e-04 1.107709e-04
## 205 1.032185e-06 1.156556e-06
## 206 1.305680e-06 7.424054e-05
## 207 8.720446e-06 1.486871e-04
## 208 2.101288e-05 2.690188e-05
## 209 1.032185e-06 1.156556e-06
## 210 1.032185e-06 1.156556e-06
## 211 3.968093e-04 3.122140e-06
## 212 3.908735e-06 1.156556e-06
## 213 2.199717e-03 1.219214e-03
## 214 2.864822e-04 3.651474e-04
## 215 1.107355e-03 2.438596e-03
## 216 5.327187e-05 1.877232e-05
## 217 8.623764e-03 2.144770e-02
## 218 5.454495e-04 3.792652e-05
## 219 8.531774e-04 1.156556e-06
## 220 1.980397e-02 5.341256e-04
## 221 1.032185e-06 1.156556e-06
## 222 1.099270e-04 1.156556e-06
## 223 1.640707e-03 5.629111e-05
## 224 1.032185e-06 1.156556e-06
## 225 1.204259e-04 7.781278e-05
## 226 3.886237e-05 1.156556e-06
## 227 1.032185e-06 1.156556e-06
## 228 1.032185e-06 1.156556e-06
## 229 5.351509e-04 9.679518e-06
## 230 4.149443e-03 3.745813e-04
## 231 1.032185e-06 1.156556e-06
## 232 1.244310e-04 1.240979e-04
## 233 2.840305e-04 4.495180e-04
## 234 1.032185e-06 1.156556e-06
## 235 4.509832e-05 3.607769e-05
## 236 4.300409e-05 6.743077e-05
## 237 2.358834e-05 3.759933e-05
## 238 1.032185e-06 1.156556e-06
## 239 2.920966e-04 8.594461e-05
## 240 1.032185e-06 1.156556e-06
## 241 1.032185e-06 1.156556e-06
## 242 3.793427e-06 4.698288e-06
## 243 1.032185e-06 1.156556e-06
## 244 1.032185e-06 1.156556e-06
## 245 1.032185e-06 1.156556e-06
## 246 1.032185e-06 1.156556e-06
## 247 8.828974e-04 3.197480e-06
## 248 1.112476e-05 3.008781e-04
## 249 1.032185e-06 1.156556e-06
## 250 1.032185e-06 1.156556e-06
## 251 1.691634e-03 1.266328e-03
## 252 1.032185e-06 1.397294e-06
## 253 1.032185e-06 1.156556e-06
## 254 1.032185e-06 1.232773e-05
## 255 4.115027e-06 1.544007e-04
## 256 1.054312e-06 1.910973e-05
## 257 5.116913e-05 1.627411e-04
## 258 1.032185e-06 1.227827e-05
## 259 1.032185e-06 1.156556e-06
## 260 4.818372e-04 8.932767e-05
## 261 1.032185e-06 1.156556e-06
## 262 1.032185e-06 1.956272e-05
## 263 7.827163e-02 1.156556e-06
## 264 1.032185e-06 2.326735e-05
## 265 1.757925e-05 3.402764e-05
## 266 9.606440e-06 8.397775e-05
## 267 1.032185e-06 1.156556e-06
## 268 4.396032e-06 6.310731e-05
## 269 1.032185e-06 1.156556e-06
## 270 1.032185e-06 1.156556e-06
## 271 1.032185e-06 1.156556e-06
## 272 1.032185e-06 1.928805e-05
## 273 1.032185e-06 1.156556e-06
## 274 2.722715e-04 1.156556e-06
## 275 1.032185e-06 8.774611e-06
## 276 1.032185e-06 4.220188e-05
## 277 1.032185e-06 1.156556e-06
## 278 8.753754e-06 2.357417e-05
## 279 3.727266e-03 4.222154e-04
## 280 1.032185e-06 1.156556e-06
## 281 1.032185e-06 1.156556e-06
## 282 1.032185e-06 3.386360e-06
## 283 1.032185e-06 4.229055e-06
## 284 2.396980e-03 2.601513e-03
## 285 5.204811e-04 5.370212e-04
## 286 9.979155e-03 1.916905e-04
## 287 5.469367e-05 1.156556e-06
## 288 7.906844e-06 5.078967e-06
## 289 3.871525e-06 2.385407e-06
## 290 1.032185e-06 1.156556e-06
## 291 1.032185e-06 1.814957e-06
## 292 1.032185e-06 1.156556e-06
## 293 1.032185e-06 1.156556e-06
## 294 1.032185e-06 1.156556e-06
## 295 7.350803e-06 1.800387e-05
## 296 1.032185e-06 1.156556e-06
## 297 1.253535e-06 2.771439e-06
## 298 1.032185e-06 3.316440e-06
## 299 1.032185e-06 5.534432e-06
## 300 2.319596e-05 5.441616e-06
## 301 1.032185e-06 1.156556e-06
## 302 1.032185e-06 1.156556e-06
## 303 1.032185e-06 1.156556e-06
## 304 1.032185e-06 1.156556e-06
## 305 7.932576e-02 6.241319e-03
## 306 3.373565e-05 5.318823e-05
## 307 1.032185e-06 3.715631e-05
## 308 4.955648e-05 6.298058e-05
## 309 1.032185e-06 1.156556e-06
## 310 1.032185e-06 1.156556e-06
## 311 6.529958e-05 4.849834e-06
## 312 2.416210e-04 2.914909e-03
## 313 1.381920e-05 2.547897e-05
## 314 1.054543e-03 1.651045e-04
## 315 1.032185e-06 1.156556e-06
## 316 4.732406e-05 6.473775e-05
## 317 9.339037e-05 1.210648e-04
## 318 1.032185e-06 1.156556e-06
## 319 1.724136e-05 1.484399e-04
## 320 2.700454e-06 1.156556e-06
## 321 8.865769e-04 7.656617e-05
## 322 1.067084e-05 3.774033e-05
## 323 3.560485e-05 9.136282e-05
## 324 8.875164e-05 1.084838e-04
## 325 1.032185e-06 1.156556e-06
## 326 1.822281e-04 6.355383e-04
## 327 1.898424e-06 1.156556e-06
## 328 1.984558e-03 1.156556e-06
## 329 1.960940e-04 1.675634e-05
## 330 1.394181e-03 7.666176e-05
## 331 1.447253e-03 7.396686e-04
## 332 4.142914e-04 1.370831e-03
## 333 1.032185e-06 1.156556e-06
## 334 1.032185e-06 1.156556e-06
## 335 3.760816e-04 2.399529e-03
## 336 4.376621e-03 7.476583e-04
## 337 3.288765e-04 1.136092e-04
## 338 1.032185e-06 1.156556e-06
## 339 1.032185e-06 1.156556e-06
## 340 1.032185e-06 2.995164e-06
## 341 1.032185e-06 1.156556e-06
## 342 1.032185e-06 1.156556e-06
## 343 1.032185e-06 1.156556e-06
## 344 1.032185e-06 1.156556e-06
## 345 1.564145e-05 2.351542e-05
## 346 5.531404e-04 3.064498e-03
## 347 3.595134e-04 3.258209e-04
## 348 1.032185e-06 1.156556e-06
## 349 2.680239e-01 4.937302e-02
## 350 5.424709e-04 1.261034e-05
## 351 3.074061e-04 2.506633e-03
## 352 1.032185e-06 9.414831e-06
## 353 1.032185e-06 1.156556e-06
## 354 1.032185e-06 1.156556e-06
## 355 7.469822e-05 3.889872e-02
## 356 1.163779e-03 1.954667e-02
## 357 4.348970e-05 6.097996e-06
## 358 1.032185e-06 1.156556e-06
## 359 4.643335e-01 6.267520e-01
## 360 3.355411e-02 3.810612e-02#Ahora quiero compararlos #Prueba estadÃstica, la que necesito ahorita es la #Si tengo dos grupos se hace t-Student #Si evalúo a un individuo antes y después T-pareada #Evalúo Cntl vs Tx V- #Si la variable es la dosis c.Walls, no paramétrica #Anova de dos vÃas de medidas repetidas
#Ahorita quiero una paramétrica, voy a analizar muchos datos asà que tStudent
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 1.220085e-06 -1.067666e-07 2.043512e-14
## 2 3 3 6 2.104945e-02 3.390214e-02 -1.285269e-02 4.856207e-05
## 3 3 3 6 8.558097e-02 1.457383e-01 -6.015735e-02 1.327202e-03
## 4 3 3 6 4.716674e-03 5.820710e-03 -1.104036e-03 1.377166e-05
## 5 3 3 6 8.019463e-03 1.226943e-02 -4.249971e-03 7.633725e-06
## 6 3 3 6 1.234439e-01 1.716779e-01 -4.823397e-02 1.436199e-03
## 7 3 3 6 1.415957e-03 3.020536e-03 -1.604579e-03 2.628669e-07
## 8 3 3 6 7.807440e-03 7.982499e-03 -1.750587e-04 2.597538e-06
## 9 3 3 6 8.564286e-06 6.161569e-06 2.402717e-06 3.308511e-11
## 10 3 3 6 3.915742e-01 4.344875e-01 -4.291324e-02 1.114555e-02
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## 221 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 222 3 3 6 9.699816e-05 1.601238e-04 -6.312564e-05 2.341797e-08
## 223 3 3 6 9.187918e-04 1.581845e-03 -6.630537e-04 2.253253e-06
## 224 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 225 3 3 6 6.500821e-05 9.863529e-05 -3.362708e-05 5.667242e-11
## 226 3 3 6 5.149176e-06 3.697278e-05 -3.182360e-05 5.046309e-11
## 227 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 228 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 229 3 3 6 2.849564e-04 4.790057e-04 -1.940493e-04 2.294908e-07
## 230 3 3 6 2.439836e-03 3.675543e-03 -1.235707e-03 1.378051e-05
## 231 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 232 3 3 6 1.557839e-04 1.460205e-04 9.763440e-06 7.760480e-11
## 233 3 3 6 5.923033e-04 4.116824e-04 1.806209e-04 8.407177e-08
## 234 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 235 3 3 6 2.346162e-05 5.573403e-05 -3.227240e-05 1.805844e-10
## 236 3 3 6 8.392283e-05 5.318567e-05 3.073715e-05 1.006784e-10
## 237 3 3 6 3.655390e-05 3.720113e-05 -6.472363e-07 1.408835e-11
## 238 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 239 3 3 6 1.290358e-04 2.300930e-04 -1.010573e-04 1.555332e-08
## 240 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 241 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 242 3 3 6 1.804753e-06 3.321077e-06 -1.516323e-06 1.725066e-12
## 243 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 244 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 245 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 246 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 247 3 3 6 3.625215e-04 1.046245e-03 -6.837238e-04 3.919890e-07
## 248 3 3 6 1.855712e-04 1.061946e-04 7.937655e-05 2.549928e-08
## 249 3 3 6 1.124104e-06 1.220085e-06 -9.598165e-08 1.583773e-14
## 250 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 251 3 3 6 1.250987e-03 1.252552e-03 -1.564260e-06 9.587017e-08
## 252 3 3 6 1.113319e-06 1.300331e-06 -1.870124e-07 2.043512e-14
## 253 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 254 3 3 6 5.890077e-06 4.943810e-06 9.462667e-07 2.897755e-11
## 255 3 3 6 9.841591e-05 5.349501e-05 4.492090e-05 7.130928e-09
## 256 3 3 6 1.113319e-06 7.211851e-06 -6.098532e-06 2.043512e-14
## 257 3 3 6 8.563837e-05 7.988558e-05 5.752796e-06 4.900977e-09
## 258 3 3 6 9.986171e-06 6.784016e-06 3.202155e-06 6.914627e-11
## 259 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 260 3 3 6 4.927528e-05 1.908788e-04 -1.416035e-04 1.901351e-09
## 261 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 262 3 3 6 4.172429e-06 7.355474e-06 -3.183045e-06 2.669189e-11
## 263 3 3 6 6.548868e-02 2.609142e-02 3.939726e-02 4.084306e-03
## 264 3 3 6 1.911001e-05 8.590351e-06 1.051966e-05 2.562929e-10
## 265 3 3 6 2.050200e-05 1.769280e-05 2.809198e-06 3.438976e-10
## 266 3 3 6 5.365736e-05 3.315702e-05 2.050033e-05 1.878864e-09
## 267 3 3 6 2.492327e-06 1.220085e-06 1.272242e-06 2.445870e-12
## 268 3 3 6 3.084810e-05 2.299162e-05 7.856479e-06 6.584266e-10
## 269 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 270 3 3 6 4.300339e-06 1.220085e-06 3.080253e-06 2.903005e-11
## 271 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 272 3 3 6 3.546635e-06 7.346583e-06 -3.799948e-06 4.352846e-12
## 273 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 274 3 3 6 1.113319e-06 9.163317e-05 -9.051985e-05 2.043512e-14
## 275 3 3 6 1.113319e-06 3.759437e-06 -2.646118e-06 2.043512e-14
## 276 3 3 6 5.006405e-05 1.490186e-05 3.516219e-05 2.162951e-09
## 277 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 278 3 3 6 1.298722e-05 1.436338e-05 -1.376155e-06 1.064344e-10
## 279 3 3 6 6.492716e-04 1.646419e-03 -9.971478e-04 4.993665e-07
## 280 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 281 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 282 3 3 6 5.665072e-06 1.963353e-06 3.701718e-06 2.440035e-11
## 283 3 3 6 6.590259e-06 2.244252e-06 4.346007e-06 9.038121e-11
## 284 3 3 6 2.791691e-03 2.684388e-03 1.073030e-04 1.687529e-07
## 285 3 3 6 3.751986e-04 4.827417e-04 -1.075431e-04 6.465611e-09
## 286 3 3 6 2.469100e-03 5.793979e-03 -3.324879e-03 1.587005e-05
## 287 3 3 6 1.716957e-05 3.553418e-05 -1.836461e-05 7.797089e-10
## 288 3 3 6 5.618388e-06 7.738291e-06 -2.119902e-06 9.507823e-12
## 289 3 3 6 3.455165e-06 3.326331e-06 1.288344e-07 4.736645e-12
## 290 3 3 6 1.558006e-06 1.232863e-06 3.251438e-07 7.875711e-13
## 291 3 3 6 1.452242e-06 1.946790e-06 -4.945481e-07 4.975769e-13
## 292 3 3 6 2.622192e-06 1.220085e-06 1.402106e-06 5.504112e-12
## 293 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 294 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 295 3 3 6 1.415553e-05 1.038295e-05 3.772583e-06 1.356392e-10
## 296 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 297 3 3 6 3.872955e-06 1.832163e-06 2.040792e-06 1.354430e-12
## 298 3 3 6 2.764661e-05 1.940046e-06 2.570657e-05 1.326934e-09
## 299 3 3 6 1.082231e-05 2.953399e-06 7.868915e-06 1.665316e-11
## 300 3 3 6 1.522184e-05 1.752448e-05 -2.302637e-06 2.128049e-10
## 301 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 302 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 303 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 304 3 3 6 3.324252e-06 1.220085e-06 2.104167e-06 3.252226e-12
## 305 3 3 6 1.986129e-02 4.589151e-02 -2.603022e-02 6.772929e-04
## 306 3 3 6 5.995882e-05 4.810164e-05 1.185719e-05 1.775995e-10
## 307 3 3 6 1.860189e-05 1.322000e-05 5.381884e-06 9.244093e-10
## 308 3 3 6 7.477902e-05 6.970456e-05 5.074460e-06 4.690743e-11
## 309 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 310 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 311 3 3 6 2.330712e-05 2.814967e-05 -4.842547e-06 1.193832e-10
## 312 3 3 6 1.442121e-03 1.303298e-03 1.388230e-04 1.332392e-06
## 313 3 3 6 2.521571e-05 2.836104e-05 -3.145331e-06 3.077235e-11
## 314 3 3 6 3.736097e-04 6.914940e-04 -3.178843e-04 1.672668e-07
## 315 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 316 3 3 6 5.353315e-05 4.127526e-05 1.225790e-05 3.792352e-10
## 317 3 3 6 1.279049e-04 1.030913e-04 2.481354e-05 3.399194e-09
## 318 3 3 6 1.494592e-05 1.220085e-06 1.372583e-05 2.727171e-10
## 319 3 3 6 1.582679e-04 5.899024e-05 9.927768e-05 1.859104e-08
## 320 3 3 6 2.124926e-06 3.990878e-06 -1.865952e-06 1.212043e-13
## 321 3 3 6 1.447372e-04 4.505505e-04 -3.058133e-04 1.553770e-08
## 322 3 3 6 2.762487e-05 2.144790e-05 6.176974e-06 2.212071e-10
## 323 3 3 6 7.471521e-05 5.420566e-05 2.050955e-05 6.758087e-10
## 324 3 3 6 9.102159e-05 9.760878e-05 -6.587191e-06 2.997761e-10
## 325 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 326 3 3 6 4.925494e-04 3.373312e-04 1.552182e-04 2.298972e-08
## 327 3 3 6 1.113319e-06 1.508831e-06 -3.955127e-07 2.043512e-14
## 328 3 3 6 4.103673e-04 1.073716e-03 -6.633488e-04 3.815234e-07
## 329 3 3 6 3.405333e-05 1.168125e-04 -8.275918e-05 2.158474e-09
## 330 3 3 6 4.932086e-04 1.000630e-03 -5.074209e-04 5.338944e-07
## 331 3 3 6 1.234216e-03 1.409233e-03 -1.750171e-04 7.177501e-07
## 332 3 3 6 1.024943e-03 7.364802e-04 2.884623e-04 3.319524e-07
## 333 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 334 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 335 3 3 6 1.207291e-03 1.183563e-03 2.372771e-05 5.710057e-07
## 336 3 3 6 1.620595e-03 3.246413e-03 -1.625817e-03 3.157383e-06
## 337 3 3 6 1.716533e-04 2.940137e-04 -1.223605e-04 5.039681e-08
## 338 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 339 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 340 3 3 6 1.113319e-06 1.832955e-06 -7.196360e-07 2.043512e-14
## 341 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 342 3 3 6 3.292857e-06 1.220085e-06 2.072771e-06 3.901551e-12
## 343 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 344 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 345 3 3 6 1.997082e-05 1.791560e-05 2.055215e-06 9.326529e-11
## 346 3 3 6 2.153793e-03 1.722886e-03 4.309063e-04 4.007983e-07
## 347 3 3 6 2.971253e-04 3.157829e-04 -1.865763e-05 3.731366e-09
## 348 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 349 3 3 6 1.172847e-01 1.239761e-01 -6.691428e-03 5.292181e-04
## 350 3 3 6 2.657208e-04 4.461779e-04 -1.804571e-04 1.402138e-07
## 351 3 3 6 1.650194e-03 1.163444e-03 4.867503e-04 1.721168e-06
## 352 3 3 6 1.024474e-05 3.972844e-06 6.271899e-06 6.355345e-11
## 353 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 354 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 355 3 3 6 2.653678e-02 1.300463e-02 1.353215e-02 5.362932e-04
## 356 3 3 6 1.798639e-02 7.939075e-03 1.004732e-02 1.655929e-04
## 357 3 3 6 4.816179e-06 3.004938e-05 -2.523320e-05 4.260196e-11
## 358 3 3 6 1.113319e-06 1.909133e-06 -7.958140e-07 2.043512e-14
## 359 3 3 6 4.390855e-01 5.584689e-01 -1.193833e-01 3.209332e-02
## 360 3 3 6 3.717849e-02 3.232857e-02 4.849922e-03 8.641327e-06
## var.y stderr df statistic pvalue conf.low
## 1 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 2 1.636924e-04 8.411390e-03 3.090675 -1.528010243 0.22135734 -3.918263e-02
## 3 3.822375e-03 4.143097e-02 3.239447 -1.451989902 0.23595971 -1.866636e-01
## 4 1.011733e-05 2.821878e-03 3.908539 -0.391241721 0.71600730 -9.011661e-03
## 5 5.688217e-06 2.107284e-03 3.916473 -2.016800135 0.11541119 -1.015027e-02
## 6 3.763194e-03 4.163089e-02 3.332494 -1.158610292 0.32285067 -1.735489e-01
## 7 2.494494e-06 9.587077e-04 2.416886 -1.673689143 0.21424898 -5.117435e-03
## 8 5.035504e-06 1.595101e-03 3.629718 -0.109747728 0.91840507 -4.787765e-03
## 9 1.030689e-11 3.803157e-06 3.135871 0.631769222 0.57060050 -9.409293e-06
## 10 3.210614e-02 1.200718e-01 3.239245 -0.357396519 0.74282647 -4.095547e-01
## 11 9.467646e-10 2.945779e-05 3.723245 -0.513139244 0.63678810 -9.935818e-05
## 12 4.637373e-06 1.804032e-03 3.989998 -0.697613584 0.52393273 -6.272267e-03
## 13 2.293148e-09 4.063048e-05 3.978248 0.781320107 0.47849563 -8.130655e-05
## 14 1.467244e-03 3.046487e-02 3.988399 0.642634672 0.55554022 -6.510337e-02
## 15 1.457525e-06 7.002912e-04 2.037591 0.472421788 0.68240012 -2.629630e-03
## 16 7.183262e-09 6.906563e-05 3.999938 -0.802386252 0.46729416 -2.471754e-04
## 17 3.888877e-06 1.310882e-03 3.177665 -1.191110775 0.31492232 -5.604318e-03
## 18 1.335186e-05 3.291059e-03 3.876922 0.889917420 0.42528375 -6.324220e-03
## 19 3.879577e-10 3.780199e-05 2.394104 1.487483430 0.25524549 -8.327301e-05
## 20 1.470305e-09 3.414341e-05 3.901150 1.206172120 0.29576933 -5.456935e-05
## 21 6.637577e-05 6.515400e-03 3.992821 0.360741831 0.73656780 -1.575211e-02
## 22 3.488419e-03 3.964324e-02 3.251516 0.750319397 0.50366260 -9.107218e-02
## 23 1.359265e-05 3.048570e-03 3.997509 -0.673123646 0.53777908 -1.051833e-02
## 24 6.761384e-04 2.013806e-02 3.950883 -0.703810608 0.52081586 -7.036082e-02
## 25 1.090042e-11 2.131840e-06 2.943826 -1.005605435 0.38996694 -9.002085e-06
## 26 2.686085e-08 1.345360e-04 3.999547 -0.323938545 0.76221692 -4.171299e-04
## 27 5.127956e-14 4.297278e-05 2.000037 1.999183436 0.18361223 -9.898320e-05
## 28 2.772062e-06 1.085116e-03 3.020415 -1.046840059 0.37161416 -4.576100e-03
## 29 1.957123e-07 2.566589e-04 2.039014 0.200981497 0.85898269 -1.032727e-03
## 30 8.537675e-06 1.765935e-03 2.379714 -1.705503505 0.20988312 -9.558666e-03
## 31 2.256771e-09 3.029886e-05 2.840604 -0.675707916 0.55013328 -1.200321e-04
## 32 6.929344e-11 4.961797e-06 2.262369 -0.773621346 0.51180775 -2.298186e-05
## 33 3.743840e-11 3.561064e-06 2.064637 -0.934080397 0.44620938 -1.819772e-05
## 34 7.089618e-09 5.999655e-05 3.643000 0.978769057 0.38812920 -1.144940e-04
## 35 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 36 1.475585e-04 8.131872e-03 3.231610 0.616229659 0.57844918 -1.984986e-02
## 37 5.127956e-14 2.630652e-04 2.000001 1.546196908 0.26210134 -7.251270e-04
## 38 1.227732e-07 3.218110e-04 3.831565 0.715817280 0.51529870 -6.788383e-04
## 39 1.365070e-07 3.394407e-04 3.830795 0.004327660 0.99676295 -9.576157e-04
## 40 2.376691e-12 2.184338e-06 2.766026 0.419346705 0.70537759 -6.380335e-06
## 41 1.086812e-10 6.537110e-06 2.695986 -0.018098187 0.98681500 -2.231455e-05
## 42 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 43 1.725299e-04 1.115538e-02 3.977198 -0.557794572 0.60688794 -3.726485e-02
## 44 4.373954e-02 1.647729e-01 3.978205 -0.758457656 0.49062721 -5.834464e-01
## 45 5.267974e-04 2.248899e-02 3.658351 -0.288819435 0.78833598 -7.130302e-02
## 46 7.990316e-08 2.687269e-04 3.742419 1.585316779 0.19291432 -3.407836e-04
## 47 1.337587e-11 9.750836e-06 2.196330 0.716704319 0.54209097 -3.156931e-05
## 48 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 49 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 50 4.446918e-11 4.321367e-06 2.973521 -3.670623439 0.03550702 -2.968417e-05
## 51 7.573794e-07 6.643770e-04 3.918837 -0.454192248 0.67370632 -2.161526e-03
## 52 2.246277e-05 4.018157e-03 3.979090 -0.369009467 0.73091656 -1.266209e-02
## 53 5.515364e-11 9.703534e-06 2.916540 0.612812272 0.58446649 -2.544052e-05
## 54 3.217999e-05 4.319240e-03 3.912035 -0.906834180 0.41685747 -1.601607e-02
## 55 1.379788e-09 2.437227e-05 3.074742 -1.234037900 0.30311962 -1.065839e-04
## 56 2.554264e-05 4.823766e-03 3.731613 1.061808567 0.35215177 -8.659582e-03
## 57 1.645939e-07 3.150740e-04 3.956098 -0.074739828 0.94404813 -9.021761e-04
## 58 6.143017e-05 6.131455e-03 3.968326 0.853030489 0.44206934 -1.184705e-02
## 59 7.580790e-05 9.866453e-03 3.248844 1.074782972 0.35573397 -1.947748e-02
## 60 1.588013e-03 3.296354e-02 3.997361 0.715105689 0.51408809 -6.797288e-02
## 61 2.018305e-05 3.095643e-03 3.438536 -1.095963098 0.34385551 -1.257040e-02
## 62 1.172552e-07 2.197092e-04 2.890986 -1.374385133 0.26617065 -1.016333e-03
## 63 1.444379e-10 1.077663e-05 3.886530 0.617180504 0.57143307 -2.361728e-05
## 64 6.821615e-11 8.166890e-06 3.632316 0.441345924 0.68394614 -2.000504e-05
## 65 2.288723e-07 2.765708e-04 2.010519 -1.074306348 0.39459231 -1.481163e-03
## 66 2.771138e-08 1.229013e-04 3.810381 -0.390330521 0.71712413 -3.960032e-04
## 67 1.000562e-06 6.884675e-04 3.430851 -2.426056825 0.08289784 -3.713548e-03
## 68 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 69 3.457246e-08 1.082310e-04 2.065861 1.397078246 0.29353603 -3.005316e-04
## 70 1.027415e-07 2.545914e-04 3.987165 0.842985607 0.44683687 -4.931405e-04
## 71 3.938817e-10 1.161879e-05 2.112707 -1.083141681 0.38676574 -6.010572e-05
## 72 4.541494e-03 5.889590e-02 3.936356 0.570304867 0.59944365 -1.309806e-01
## 73 6.916620e-09 8.221584e-05 3.633005 -0.507076077 0.64131420 -2.793455e-04
## 74 7.350711e-12 2.572925e-06 3.747194 0.482660808 0.65616759 -6.095879e-06
## 75 4.513003e-06 2.082129e-03 3.657522 -0.662926134 0.54680623 -7.381082e-03
## 76 5.056040e-04 2.093358e-02 3.797681 -0.468826604 0.66483217 -6.917691e-02
## 77 4.372059e-09 5.907574e-05 3.894202 0.379764018 0.72391984 -1.433582e-04
## 78 1.143084e-06 1.077361e-03 3.577939 -0.182105327 0.86534339 -3.331860e-03
## 79 3.938325e-10 1.175348e-05 2.208659 -0.810845793 0.49554934 -5.578800e-05
## 80 6.813860e-07 1.062369e-03 2.947630 -1.311368892 0.28252849 -4.808326e-03
## 81 1.066964e-10 6.894082e-06 3.208698 -1.045426294 0.36809870 -2.836169e-05
## 82 1.078348e-08 8.174835e-05 3.977181 -0.556041444 0.60797841 -2.729398e-04
## 83 6.325512e-04 2.282710e-02 3.859621 -0.446590607 0.67907768 -7.449208e-02
## 84 7.770082e-10 1.701760e-05 2.466014 -1.274226361 0.30942526 -8.312033e-05
## 85 1.527491e-06 7.667106e-04 2.603707 0.827115575 0.47711259 -2.030021e-03
## 86 4.212838e-03 5.252825e-02 3.998721 1.162830155 0.30956201 -8.477876e-02
## 87 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 88 1.694751e-09 5.460351e-05 2.886602 0.556151184 0.61829812 -1.473314e-04
## 89 4.663488e-07 7.724162e-04 3.253752 0.978495495 0.39485399 -1.597394e-03
## 90 1.302917e-11 2.085634e-06 2.006274 -1.094503029 0.38765266 -1.122965e-05
## 91 2.989827e-10 1.073957e-05 2.614037 -1.045810902 0.38257916 -4.844970e-05
## 92 1.350820e-06 9.577779e-04 3.998660 0.526190858 0.62658949 -2.155595e-03
## 93 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 94 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 95 4.369366e-11 3.817246e-06 2.001871 -0.994758184 0.42458884 -2.020682e-05
## 96 4.242696e-04 1.733560e-02 3.986209 0.808588072 0.46424609 -3.417973e-02
## 97 2.591167e-06 1.421806e-03 3.917100 0.721281731 0.51143571 -2.955210e-03
## 98 2.015533e-03 3.083267e-02 3.416089 0.098387614 0.92711989 -8.866305e-02
## 99 4.173386e-04 1.448185e-02 3.614395 0.223120302 0.83547508 -3.872645e-02
## 100 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 101 4.211103e-08 1.311245e-04 2.856219 -1.285251647 0.29300810 -5.979642e-04
## 102 1.588944e-04 1.131531e-02 3.884206 -0.467331522 0.66527107 -3.707718e-02
## 103 2.341621e-08 2.190577e-04 2.748771 1.164430680 0.33529245 -4.795310e-04
## 104 2.687326e-14 1.255765e-07 3.927266 -1.714451549 0.16292032 -5.665125e-07
## 105 5.127956e-14 9.494906e-07 2.077277 0.862414808 0.47642347 -3.124234e-06
## 106 3.178354e-11 3.285451e-06 2.075362 -1.469552965 0.27515357 -1.848360e-05
## 107 6.090755e-07 5.352398e-04 3.406582 0.218409250 0.83955401 -1.477040e-03
## 108 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 109 1.346335e-12 2.678004e-06 2.265829 1.447249444 0.27079472 -6.443529e-06
## 110 8.766890e-03 8.095776e-02 3.953661 0.076662116 0.94261473 -2.196112e-01
## 111 1.430490e-05 3.926859e-03 3.491674 -0.244946405 0.82020525 -1.252001e-02
## 112 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 113 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 114 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 115 2.712071e-04 1.179994e-02 3.672702 0.093946196 0.93005068 -3.283753e-02
## 116 3.317208e-02 1.585004e-01 3.943479 -0.110639737 0.91730374 -4.601028e-01
## 117 9.504537e-10 2.085043e-05 3.307672 -0.240087568 0.82438486 -6.800259e-05
## 118 3.916453e-07 6.220242e-04 3.617478 -0.271023179 0.80112416 -1.970060e-03
## 119 1.020268e-04 6.595225e-03 3.035363 -1.012360077 0.38513654 -2.752803e-02
## 120 1.213451e-05 2.011178e-03 2.000000 -1.000099799 0.42261132 -1.066478e-02
## 121 6.437810e-01 6.062093e-01 3.890344 -0.854981521 0.44201528 -2.220281e+00
## 122 1.370274e-06 1.039740e-03 3.906177 0.446985945 0.67854601 -2.449585e-03
## 123 6.513407e-07 2.477558e-03 2.146472 -1.728419188 0.21744638 -1.427471e-02
## 124 3.631821e-06 1.173341e-03 2.538745 -2.281153568 0.12276875 -6.825416e-03
## 125 1.282196e-04 9.216315e-03 3.999839 -0.378853950 0.72404842 -2.908064e-02
## 126 8.131058e-06 2.386933e-03 3.990585 -0.687366586 0.52971661 -8.274057e-03
## 127 6.697264e-07 6.203375e-04 3.899857 -0.536501136 0.62075005 -2.072728e-03
## 128 8.859344e-07 8.361301e-04 3.905938 -0.018968325 0.98579561 -2.359544e-03
## 129 1.301434e-05 2.924620e-03 3.999175 0.373612028 0.72765547 -7.028034e-03
## 130 6.807176e-11 9.554499e-06 3.192619 1.420384307 0.24536874 -1.582369e-05
## 131 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 132 5.190383e-13 4.240571e-07 2.157241 -0.932533643 0.44328028 -2.098315e-06
## 133 1.289085e-08 8.806442e-05 3.953775 -0.547250880 0.61362787 -2.938309e-04
## 134 7.239757e-02 2.385119e-01 3.910162 0.960105303 0.39253324 -4.392625e-01
## 135 2.004818e-08 8.563848e-05 2.386129 -0.002812219 0.99797408 -3.170784e-04
## 136 3.893901e-06 1.852320e-03 3.776265 -0.419383930 0.69768579 -6.042125e-03
## 137 1.234653e-07 2.963572e-04 3.984276 -0.177632729 0.86767642 -8.767444e-04
## 138 1.166248e-10 7.722592e-06 3.662246 -0.444243567 0.68184004 -2.567491e-05
## 139 6.999173e-08 1.997803e-04 3.888805 -0.401198762 0.70933791 -6.411418e-04
## 140 1.676114e-06 7.631918e-04 2.169779 -1.292108620 0.31678857 -4.035531e-03
## 141 2.619467e-02 1.068326e-01 3.122599 -0.219986136 0.83948423 -3.560625e-01
## 142 1.021160e-05 2.687299e-03 3.986907 -2.898406983 0.04436349 -1.525970e-02
## 143 2.820365e-04 1.188635e-02 3.605429 -0.532264644 0.62563340 -4.080281e-02
## 144 9.846462e-03 7.998323e-02 3.997276 -0.433787777 0.68682802 -2.568245e-01
## 145 4.899676e-12 1.658165e-06 3.863435 2.114262463 0.10444122 -1.162904e-06
## 146 1.314730e-05 2.095612e-03 2.008357 -0.251563085 0.82478066 -9.508009e-03
## 147 5.413918e-07 7.133216e-04 3.688377 -0.250276811 0.81568781 -2.226795e-03
## 148 3.741917e-07 4.713306e-04 3.940456 -0.536882277 0.62022649 -1.569508e-03
## 149 1.837944e-07 3.099413e-04 3.717807 -0.309309460 0.77363733 -9.827849e-04
## 150 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 151 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 152 3.044154e-06 1.308170e-03 3.866387 -1.051498009 0.35425526 -5.057642e-03
## 153 2.499161e-09 3.337849e-05 3.211658 -1.047575441 0.36718194 -1.373391e-04
## 154 5.465821e-08 1.786397e-04 3.921105 -0.983336533 0.38215532 -6.756070e-04
## 155 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 156 3.030700e-04 1.461344e-02 3.988422 -0.514211749 0.63428311 -4.813429e-02
## 157 2.074418e-11 4.042080e-06 3.907848 0.169944251 0.87348771 -1.064083e-05
## 158 8.339528e-07 5.693545e-04 2.646656 -0.348311613 0.75343570 -2.155096e-03
## 159 5.495451e-08 2.199553e-04 3.777418 -0.112306158 0.91629324 -6.498530e-04
## 160 5.127956e-14 1.194923e-06 2.048458 0.968274580 0.43297941 -3.869515e-06
## 161 2.473743e-08 1.051511e-04 3.221615 0.423950052 0.69833280 -2.774058e-04
## 162 1.874722e-06 9.738630e-04 3.633070 -0.781259539 0.48240860 -3.575897e-03
## 163 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 164 2.226326e-09 4.071489e-05 3.956665 -0.447272511 0.67806994 -1.317433e-04
## 165 7.656124e-06 2.256653e-03 3.999979 -0.386415801 0.71886386 -7.137491e-03
## 166 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 167 7.599952e-07 5.955459e-04 3.379414 0.795948448 0.47819816 -1.306396e-03
## 168 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 169 8.500223e-06 1.968485e-03 3.295325 1.555427980 0.20962291 -2.896820e-03
## 170 9.367705e-09 6.898064e-05 3.644202 0.014953045 0.98885189 -1.980943e-04
## 171 1.641840e-08 7.916458e-05 2.568519 -2.546370269 0.09823630 -4.792398e-04
## 172 8.784154e-09 5.923453e-05 2.763244 1.087693958 0.36240076 -1.335567e-04
## 173 5.060586e-10 1.514667e-05 3.274922 0.380546581 0.72689869 -4.022914e-05
## 174 5.703428e-10 1.789914e-05 3.865118 -0.536979701 0.62069648 -5.999893e-05
## 175 3.303537e-05 6.094833e-03 3.431269 -0.240898855 0.82332616 -1.955590e-02
## 176 6.231524e-05 5.354286e-03 3.328631 -2.084666689 0.11941719 -2.728834e-02
## 177 3.866196e-10 1.148964e-05 2.097358 -1.493790847 0.26826422 -6.446379e-05
## 178 1.128616e-10 1.205149e-05 3.246031 0.528964446 0.63088603 -3.038520e-05
## 179 3.708351e-05 5.116440e-03 3.987670 -0.317623409 0.76670678 -1.584796e-02
## 180 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 181 1.046260e-10 5.972716e-06 2.091477 1.293920922 0.32013104 -1.692267e-05
## 182 3.001176e-11 3.229217e-06 2.169199 -0.792699281 0.50537438 -1.546541e-05
## 183 1.756177e-05 2.952489e-03 3.578774 -0.156522679 0.88404652 -9.054458e-03
## 184 2.466702e-10 1.361319e-05 3.949895 -0.423079799 0.69425395 -4.374558e-05
## 185 7.984326e-05 6.638312e-03 3.834270 -0.657484141 0.54823822 -2.311396e-02
## 186 3.375958e-05 5.386690e-03 3.808305 2.201891824 0.09586980 -3.396567e-03
## 187 1.849761e-04 1.136425e-02 3.991868 -0.649051232 0.55175675 -3.895357e-02
## 188 7.814572e-10 2.746230e-05 3.650912 0.211705670 0.84362199 -7.339678e-05
## 189 2.947360e-09 4.058448e-05 3.856428 -0.487884034 0.65206503 -1.341550e-04
## 190 5.632449e-10 1.465315e-05 2.562911 -1.014566166 0.39633988 -6.633798e-05
## 191 8.705644e-05 8.041430e-03 3.958426 -0.638031836 0.55849242 -2.755006e-02
## 192 7.941257e-10 2.002515e-05 3.627984 -0.264878801 0.80546053 -6.322521e-05
## 193 5.127956e-14 1.114050e-05 2.000551 0.997204950 0.42370231 -3.681171e-05
## 194 1.018537e-08 1.059289e-04 3.460466 -0.100145492 0.92575576 -3.237120e-04
## 195 2.803760e-07 3.654921e-04 3.450072 -0.914447453 0.41981958 -1.416080e-03
## 196 3.622569e-05 4.535107e-03 3.882163 -0.564747599 0.60327609 -1.530484e-02
## 197 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 198 5.932964e-11 1.052451e-05 2.830187 0.972769377 0.40629055 -2.442187e-05
## 199 6.132144e-10 1.840278e-05 3.835448 0.610172529 0.57604301 -4.074168e-05
## 200 1.883824e-10 1.046401e-05 3.915425 0.396884439 0.71213214 -2.514893e-05
## 201 8.223634e-07 8.072483e-04 3.901749 0.792738418 0.47334192 -1.623778e-03
## 202 1.210478e-12 1.455412e-06 2.891855 -3.380976350 0.04549459 -9.652034e-06
## 203 5.433706e-05 6.246408e-03 3.979609 0.967367283 0.38840173 -1.133534e-02
## 204 1.149388e-07 2.655733e-04 3.970333 -0.310424918 0.77185008 -8.219682e-04
## 205 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 206 1.767646e-09 4.663711e-05 3.305935 1.133078549 0.33261139 -8.810104e-05
## 207 5.951698e-09 8.033304e-05 3.483261 0.945997651 0.40503703 -1.607207e-04
## 208 8.670426e-12 5.483354e-06 2.420623 0.637546281 0.57886333 -1.657281e-05
## 209 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 210 5.127956e-14 1.823009e-04 2.000002 0.999056530 0.42301295 -6.022476e-04
## 211 1.416811e-07 2.961229e-04 3.976332 -0.617984488 0.57022238 -1.007102e-03
## 212 1.490295e-11 2.421965e-06 2.700392 -1.081972158 0.36631213 -1.083539e-05
## 213 1.550207e-06 7.870197e-04 2.764535 -0.805775430 0.48386750 -3.263928e-03
## 214 6.439303e-08 1.992405e-04 3.973661 -0.042485726 0.96816052 -5.630943e-04
## 215 4.621689e-07 4.545980e-04 3.223200 -0.093393127 0.93109758 -1.434133e-03
## 216 3.438029e-10 1.114642e-05 2.334164 -1.710516999 0.21108484 -6.101094e-05
## 217 1.278225e-04 6.683235e-03 2.192769 0.696407577 0.55263812 -2.180969e-02
## 218 8.196253e-07 7.544194e-04 3.993629 -0.265981880 0.80342013 -2.296584e-03
## 219 1.461409e-06 8.246181e-04 3.369031 -0.776286644 0.48843884 -3.109085e-03
## 220 9.478272e-05 6.919600e-03 3.629074 -0.941025181 0.40500797 -2.652317e-02
## 221 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 222 3.576995e-08 1.404611e-04 3.833063 -0.449417381 0.67736513 -4.598986e-04
## 223 2.240984e-06 1.223960e-03 3.999970 -0.541728009 0.61677076 -4.061323e-03
## 224 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 225 4.546724e-10 1.305558e-05 2.490951 -2.575685438 0.09904142 -8.041781e-05
## 226 1.218695e-09 2.056824e-05 2.165346 -1.547220467 0.25256715 -1.141510e-04
## 227 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 228 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 229 1.970690e-07 3.770764e-04 3.977024 -0.514615418 0.63409898 -1.243371e-03
## 230 9.556602e-06 2.789092e-03 3.873119 -0.443049954 0.68134611 -9.080549e-03
## 231 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 232 1.420003e-09 2.234284e-05 2.217954 0.436982909 0.70103229 -7.786125e-05
## 233 1.289675e-08 1.797855e-04 2.599499 1.004646573 0.39923593 -4.447879e-04
## 234 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 235 7.085485e-10 1.721562e-05 2.957280 -1.874599888 0.15886200 -8.751067e-05
## 236 1.615499e-10 9.349300e-06 3.795480 3.287642182 0.03272312 4.218284e-06
## 237 1.800461e-10 8.044345e-06 2.311089 -0.080458550 0.94230990 -3.115647e-05
## 238 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 239 1.568550e-08 1.020438e-04 3.999928 -0.990332379 0.37807254 -3.843783e-04
## 240 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 241 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 242 2.770353e-12 1.224121e-06 3.794826 -1.238703476 0.28655550 -4.988740e-06
## 243 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 244 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 245 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 246 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 247 1.285011e-06 7.476631e-04 3.116312 -0.914481187 0.42560246 -3.013662e-03
## 248 2.843140e-08 1.340779e-04 3.988211 0.592017913 0.58576951 -2.933179e-04
## 249 5.127956e-14 1.495742e-07 3.127821 -0.641699416 0.56500822 -5.611756e-07
## 250 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 251 1.990322e-07 3.135296e-04 3.563880 -0.004989194 0.99628575 -9.157265e-04
## 252 5.530387e-14 1.588909e-07 3.300466 -1.176986099 0.31705586 -6.676036e-07
## 253 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 254 4.093996e-11 4.827612e-06 3.886239 0.196011348 0.85442200 -1.261350e-05
## 255 7.637616e-09 7.016301e-05 3.995297 0.640236231 0.55689126 -1.499733e-04
## 256 1.062131e-10 5.950729e-06 2.000770 -1.024837835 0.41317232 -3.169302e-05
## 257 5.310362e-09 5.834192e-05 3.993581 0.098604843 0.92620304 -1.563331e-04
## 258 3.166836e-11 5.796971e-06 3.514325 0.552384137 0.61390759 -1.380916e-05
## 259 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 260 6.542226e-08 1.498039e-04 2.116153 -0.945259230 0.43956787 -7.534137e-04
## 261 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 262 1.118109e-10 6.794675e-06 2.903409 -0.468461741 0.67237274 -2.521945e-05
## 263 2.042081e-03 4.518992e-02 3.599966 0.871815135 0.43757938 -9.176457e-02
## 264 1.616091e-10 1.180257e-05 3.804691 0.891302480 0.42554061 -2.292372e-05
## 265 2.649850e-10 1.424643e-05 3.933923 0.197186060 0.85344977 -3.700865e-05
## 266 1.940519e-09 3.568091e-05 3.998958 0.574546221 0.59637298 -7.857594e-05
## 267 5.127956e-14 9.123503e-07 2.083826 1.394466518 0.29323675 -2.505775e-06
## 268 1.209090e-09 2.495006e-05 3.680040 0.314888199 0.76988257 -6.385719e-05
## 269 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 270 5.127956e-14 3.113483e-06 2.007066 0.989327210 0.42646556 -1.027089e-05
## 271 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 272 1.070670e-10 6.094257e-06 2.162353 -0.623529409 0.59234694 -2.822227e-05
## 273 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 274 2.447267e-08 9.031922e-05 2.000003 -1.002221378 0.42179552 -4.791315e-04
## 275 1.891223e-11 2.512148e-06 2.004322 -1.053328863 0.40246096 -1.343271e-05
## 276 5.590165e-10 3.012180e-05 2.969072 1.167333908 0.32821052 -6.126619e-05
## 277 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 278 6.463753e-11 7.551423e-06 3.774675 -0.182237836 0.86476060 -2.284520e-05
## 279 3.281216e-06 1.122584e-03 2.594977 -0.888261386 0.44897040 -4.906843e-03
## 280 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 281 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 282 1.566963e-12 2.942069e-06 2.255820 1.258202312 0.32284781 -7.676098e-06
## 283 3.002835e-12 5.579249e-06 2.132750 0.778959233 0.51310161 -1.828304e-05
## 284 1.132912e-07 3.066181e-04 3.851086 0.349956543 0.74466754 -7.571462e-04
## 285 6.418995e-09 6.553525e-05 3.999948 -1.640996695 0.17614305 -2.894991e-04
## 286 2.545477e-05 3.711461e-03 3.795807 -0.895840950 0.42350889 -1.385189e-02
## 287 8.902494e-10 2.359349e-05 3.982550 -0.778376219 0.48000041 -8.398399e-05
## 288 6.652175e-12 2.320919e-06 3.878875 -0.913389160 0.41421376 -8.643946e-06
## 289 6.695888e-13 1.342415e-06 2.554376 0.095972135 0.93056233 -4.597534e-06
## 290 6.140709e-14 5.319706e-07 2.309996 0.611206277 0.59583139 -1.693181e-06
## 291 9.744566e-13 7.004840e-07 3.620074 -0.706009167 0.52294920 -2.522608e-06
## 292 5.127956e-14 1.360808e-06 2.037263 1.030348796 0.40944896 -4.351536e-06
## 293 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 294 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 295 4.416463e-11 7.741745e-06 3.177571 0.487303946 0.65769643 -2.010423e-05
## 296 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 297 6.735587e-13 8.221899e-07 3.594796 2.482141933 0.07513168 -3.471224e-07
## 298 1.469096e-12 2.104284e-05 2.004429 1.221630114 0.34606571 -6.464204e-05
## 299 5.394076e-12 2.710918e-06 3.172604 2.902675027 0.05827768 -4.988903e-07
## 300 1.096336e-10 1.036723e-05 3.628506 -0.222107167 0.83616270 -3.228701e-05
## 301 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 302 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 303 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 304 5.127956e-14 1.049366e-06 2.063054 2.005179377 0.17889054 -2.281193e-06
## 305 1.364312e-03 2.608707e-02 3.593120 -0.997820684 0.38073342 -1.018117e-01
## 306 1.591811e-10 1.059529e-05 3.988072 1.119099751 0.32593316 -1.759479e-05
## 307 4.297583e-10 2.124592e-05 3.529111 0.253313725 0.81408421 -5.684384e-05
## 308 5.866319e-10 1.453203e-05 2.317810 0.349191475 0.75616831 -4.991368e-05
## 309 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 310 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 311 1.057412e-09 1.980568e-05 2.445921 -0.244502976 0.82586891 -7.677361e-05
## 312 2.013439e-06 1.056067e-03 3.840862 0.131452920 0.90201318 -2.841827e-03
## 313 2.616823e-10 9.873443e-06 2.463961 -0.318564793 0.77509189 -3.881157e-05
## 314 2.177853e-07 3.582607e-04 3.932312 -0.887298917 0.42585326 -1.319364e-03
## 315 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 316 7.289965e-10 1.922006e-05 3.637669 0.637765814 0.56154144 -4.326858e-05
## 317 2.427935e-10 3.484244e-05 2.284257 0.712164191 0.54209021 -1.085693e-04
## 318 5.127956e-14 9.535345e-06 2.000752 1.439468665 0.28661941 -2.728667e-05
## 319 6.009789e-09 9.055538e-05 3.170713 1.096319985 0.34914707 -1.803279e-04
## 320 1.335605e-11 2.119532e-06 2.036296 -0.880360053 0.47009461 -1.083155e-05
## 321 1.669162e-07 2.466130e-04 2.369148 -1.240053263 0.32364058 -1.223200e-03
## 322 2.060039e-10 1.193330e-05 3.994941 0.517624913 0.63206230 -2.697173e-05
## 323 1.035491e-09 2.388375e-05 3.830772 0.858724343 0.44089878 -4.697379e-05
## 324 1.003929e-10 1.154944e-05 3.204484 -0.570347015 0.60599788 -4.205079e-05
## 325 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 326 6.673158e-08 1.729367e-04 3.231838 0.897543500 0.43122966 -3.734689e-04
## 327 1.386362e-13 2.302689e-07 2.577066 -1.717611919 0.19914928 -1.201298e-06
## 328 1.003085e-06 6.793644e-04 3.329122 -0.976425530 0.39435357 -2.709360e-03
## 329 8.364192e-09 5.922462e-05 2.967794 -1.397378007 0.25763769 -2.724007e-04
## 330 6.449703e-07 6.268611e-04 3.964801 -0.809463056 0.46402714 -2.253977e-03
## 331 4.243041e-07 6.169965e-04 3.752271 -0.283659724 0.79162766 -1.933613e-03
## 332 3.018261e-07 4.596297e-04 3.990982 0.627597201 0.56438681 -9.888124e-04
## 333 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 334 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 335 1.148728e-06 7.571292e-04 3.594363 0.031339048 0.97666069 -2.175348e-03
## 336 4.697031e-06 1.618066e-03 3.851987 -1.004790404 0.37387432 -6.187194e-03
## 337 2.747183e-08 1.611093e-04 3.680954 -0.759487321 0.49327834 -5.853848e-04
## 338 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 339 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 340 1.061301e-12 6.004821e-07 2.076991 -1.198430473 0.34960818 -3.213660e-06
## 341 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 342 5.127956e-14 1.147872e-06 2.052564 1.805751321 0.20947046 -2.746876e-06
## 343 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 344 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 345 2.379490e-11 6.246604e-06 2.958157 0.329013089 0.76405994 -1.798430e-05
## 346 1.598883e-06 8.164316e-04 2.943414 0.527792335 0.63483843 -2.195831e-03
## 347 2.452090e-09 4.539991e-05 3.835819 -0.410961754 0.70301673 -1.468645e-04
## 348 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 349 1.556897e-02 7.325340e-02 2.135811 -0.091346303 0.93506989 -3.034275e-01
## 350 1.555036e-07 3.139626e-04 3.989335 -0.574772698 0.59630383 -1.053077e-03
## 351 1.387138e-06 1.017891e-03 3.954334 0.478194900 0.65774611 -2.352286e-03
## 352 2.225967e-11 5.348306e-06 3.247916 1.172688985 0.31969818 -1.003690e-05
## 353 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 354 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.53436191 -5.692448e-07
## 355 5.028783e-04 1.861157e-02 3.995868 0.727082761 0.50748478 -3.816293e-02
## 356 1.019960e-04 9.444380e-03 3.786139 1.063840830 0.35048936 -1.676908e-02
## 357 4.323969e-10 1.258304e-05 2.390312 -2.005334274 0.16155259 -7.172494e-05
## 358 1.995379e-12 8.197182e-07 2.040961 -0.970838483 0.43227379 -4.255806e-06
## 359 7.096196e-03 1.142942e-01 2.843220 -1.044526302 0.37679808 -4.947328e-01
## 360 4.196268e-05 4.107068e-03 2.790205 1.180872161 0.32846293 -8.794551e-03
## conf.high mean.null alternative conf.level
## 1 3.557117e-07 0 two.sided 0.95
## 2 1.347725e-02 0 two.sided 0.95
## 3 6.634885e-02 0 two.sided 0.95
## 4 6.803589e-03 0 two.sided 0.95
## 5 1.650329e-03 0 two.sided 0.95
## 6 7.708100e-02 0 two.sided 0.95
## 7 1.908278e-03 0 two.sided 0.95
## 8 4.437648e-03 0 two.sided 0.95
## 9 1.421473e-05 0 two.sided 0.95
## 10 3.237282e-01 0 two.sided 0.95
## 11 6.912629e-05 0 two.sided 0.95
## 12 3.755233e-03 0 two.sided 0.95
## 13 1.447974e-04 0 two.sided 0.95
## 14 1.042589e-01 0 two.sided 0.95
## 15 3.291295e-03 0 two.sided 0.95
## 16 1.363408e-04 0 two.sided 0.95
## 17 2.481507e-03 0 two.sided 0.95
## 18 1.218176e-02 0 two.sided 0.95
## 19 1.957327e-04 0 two.sided 0.95
## 20 1.369350e-04 0 two.sided 0.95
## 21 2.045286e-02 0 two.sided 0.95
## 22 1.505624e-01 0 two.sided 0.95
## 23 6.414202e-03 0 two.sided 0.95
## 24 4.201405e-02 0 two.sided 0.95
## 25 4.714506e-06 0 two.sided 0.95
## 26 3.299671e-04 0 two.sided 0.95
## 27 2.708041e-04 0 two.sided 0.95
## 28 2.304214e-03 0 two.sided 0.95
## 29 1.135894e-03 0 two.sided 0.95
## 30 3.535049e-03 0 two.sided 0.95
## 31 7.908572e-05 0 two.sided 0.95
## 32 1.530476e-05 0 two.sided 0.95
## 33 1.154508e-05 0 two.sided 0.95
## 34 2.319395e-04 0 two.sided 0.95
## 35 3.557117e-07 0 two.sided 0.95
## 36 2.987206e-02 0 two.sided 0.95
## 37 1.538628e-03 0 two.sided 0.95
## 38 1.139554e-03 0 two.sided 0.95
## 39 9.605537e-04 0 two.sided 0.95
## 40 8.212326e-06 0 two.sided 0.95
## 41 2.207794e-05 0 two.sided 0.95
## 42 3.557117e-07 0 two.sided 0.95
## 43 2.482004e-02 0 two.sided 0.95
## 44 3.334999e-01 0 two.sided 0.95
## 45 5.831251e-02 0 two.sided 0.95
## 46 1.192818e-03 0 two.sided 0.95
## 47 4.554625e-05 0 two.sided 0.95
## 48 3.557117e-07 0 two.sided 0.95
## 49 3.557117e-07 0 two.sided 0.95
## 50 -2.040050e-06 0 two.sided 0.95
## 51 1.558016e-03 0 two.sided 0.95
## 52 9.696613e-03 0 two.sided 0.95
## 53 3.733341e-05 0 two.sided 0.95
## 54 8.182397e-03 0 two.sided 0.95
## 55 4.643133e-05 0 two.sided 0.95
## 56 1.890341e-02 0 two.sided 0.95
## 57 8.550789e-04 0 two.sided 0.95
## 58 2.230769e-02 0 two.sided 0.95
## 59 4.068607e-02 0 two.sided 0.95
## 60 1.151177e-01 0 two.sided 0.95
## 61 5.784980e-03 0 two.sided 0.95
## 62 4.124028e-04 0 two.sided 0.95
## 63 3.691953e-05 0 two.sided 0.95
## 64 2.721389e-05 0 two.sided 0.95
## 65 8.869198e-04 0 two.sided 0.95
## 66 3.000589e-04 0 two.sided 0.95
## 67 3.730250e-04 0 two.sided 0.95
## 68 3.557117e-07 0 two.sided 0.95
## 69 6.029460e-04 0 two.sided 0.95
## 70 9.223744e-04 0 two.sided 0.95
## 71 3.493613e-05 0 two.sided 0.95
## 72 1.981578e-01 0 two.sided 0.95
## 73 1.959661e-04 0 two.sided 0.95
## 74 8.579580e-06 0 two.sided 0.95
## 75 4.620487e-03 0 two.sided 0.95
## 76 4.954847e-02 0 two.sided 0.95
## 77 1.882278e-04 0 two.sided 0.95
## 78 2.939473e-03 0 two.sided 0.95
## 79 3.672748e-05 0 two.sided 0.95
## 80 2.022011e-03 0 two.sided 0.95
## 81 1.394718e-05 0 two.sided 0.95
## 82 1.820288e-04 0 two.sided 0.95
## 83 5.410335e-02 0 two.sided 0.95
## 84 3.975179e-05 0 two.sided 0.95
## 85 3.298338e-03 0 two.sided 0.95
## 86 2.069416e-01 0 two.sided 0.95
## 87 3.557117e-07 0 two.sided 0.95
## 88 2.080670e-04 0 two.sided 0.95
## 89 3.109006e-03 0 two.sided 0.95
## 90 6.664187e-06 0 two.sided 0.95
## 91 2.598658e-05 0 two.sided 0.95
## 92 3.163543e-03 0 two.sided 0.95
## 93 3.557117e-07 0 two.sided 0.95
## 94 3.557117e-07 0 two.sided 0.95
## 95 1.261235e-05 0 two.sided 0.95
## 96 6.221446e-02 0 two.sided 0.95
## 97 5.006255e-03 0 two.sided 0.95
## 98 9.473015e-02 0 two.sided 0.95
## 99 4.518884e-02 0 two.sided 0.95
## 100 3.557117e-07 0 two.sided 0.95
## 101 2.609081e-04 0 two.sided 0.95
## 102 2.650118e-02 0 two.sided 0.95
## 103 9.896860e-04 0 two.sided 0.95
## 104 1.359228e-07 0 two.sided 0.95
## 105 4.761943e-06 0 two.sided 0.95
## 106 8.827315e-06 0 two.sided 0.95
## 107 1.710843e-03 0 two.sided 0.95
## 108 3.557117e-07 0 two.sided 0.95
## 109 1.419501e-05 0 two.sided 0.95
## 110 2.320240e-01 0 two.sided 0.95
## 111 1.059627e-02 0 two.sided 0.95
## 112 3.557117e-07 0 two.sided 0.95
## 113 3.557117e-07 0 two.sided 0.95
## 114 3.557117e-07 0 two.sided 0.95
## 115 3.505465e-02 0 two.sided 0.95
## 116 4.250299e-01 0 two.sided 0.95
## 117 5.799074e-05 0 two.sided 0.95
## 118 1.632895e-03 0 two.sided 0.95
## 119 1.417455e-02 0 two.sided 0.95
## 120 6.642023e-03 0 two.sided 0.95
## 121 1.183685e+00 0 two.sided 0.95
## 122 3.379084e-03 0 two.sided 0.95
## 123 5.710189e-03 0 two.sided 0.95
## 124 1.472274e-03 0 two.sided 0.95
## 125 2.209736e-02 0 two.sided 0.95
## 126 4.992661e-03 0 two.sided 0.95
## 127 1.407105e-03 0 two.sided 0.95
## 128 2.327824e-03 0 two.sided 0.95
## 129 9.213380e-03 0 two.sided 0.95
## 130 4.296581e-05 0 two.sided 0.95
## 131 3.557117e-07 0 two.sided 0.95
## 132 1.307420e-06 0 two.sided 0.95
## 133 1.974442e-04 0 two.sided 0.95
## 134 8.972556e-01 0 two.sided 0.95
## 135 3.165967e-04 0 two.sided 0.95
## 136 4.488459e-03 0 two.sided 0.95
## 137 7.714589e-04 0 two.sided 0.95
## 138 1.881348e-05 0 two.sided 0.95
## 139 4.808386e-04 0 two.sided 0.95
## 140 2.063278e-03 0 two.sided 0.95
## 141 3.090591e-01 0 two.sided 0.95
## 142 -3.180747e-04 0 two.sided 0.95
## 143 2.814945e-02 0 two.sided 0.95
## 144 1.874330e-01 0 two.sided 0.95
## 145 8.174497e-06 0 two.sided 0.95
## 146 8.453652e-03 0 two.sided 0.95
## 147 1.869739e-03 0 two.sided 0.95
## 148 1.063410e-03 0 two.sided 0.95
## 149 7.910493e-04 0 two.sided 0.95
## 150 3.557117e-07 0 two.sided 0.95
## 151 3.557117e-07 0 two.sided 0.95
## 152 2.306565e-03 0 two.sided 0.95
## 153 6.740615e-05 0 two.sided 0.95
## 154 3.242810e-04 0 two.sided 0.95
## 155 3.557117e-07 0 two.sided 0.95
## 156 3.310549e-02 0 two.sided 0.95
## 157 1.201469e-05 0 two.sided 0.95
## 158 1.758471e-03 0 two.sided 0.95
## 159 6.004484e-04 0 two.sided 0.95
## 160 6.183543e-06 0 two.sided 0.95
## 161 3.665634e-04 0 two.sided 0.95
## 162 2.054218e-03 0 two.sided 0.95
## 163 3.557117e-07 0 two.sided 0.95
## 164 9.532196e-05 0 two.sided 0.95
## 165 5.393479e-03 0 two.sided 0.95
## 166 3.557117e-07 0 two.sided 0.95
## 167 2.254444e-03 0 two.sided 0.95
## 168 3.557117e-07 0 two.sided 0.95
## 169 9.020493e-03 0 two.sided 0.95
## 170 2.001572e-04 0 two.sided 0.95
## 171 7.607507e-05 0 two.sided 0.95
## 172 2.624148e-04 0 two.sided 0.95
## 173 5.175717e-05 0 two.sided 0.95
## 174 4.077598e-05 0 two.sided 0.95
## 175 1.661942e-02 0 two.sided 0.95
## 176 4.964537e-03 0 two.sided 0.95
## 177 3.013756e-05 0 two.sided 0.95
## 178 4.313483e-05 0 two.sided 0.95
## 179 1.259775e-02 0 two.sided 0.95
## 180 3.557117e-07 0 two.sided 0.95
## 181 3.237911e-05 0 two.sided 0.95
## 182 1.034581e-05 0 two.sided 0.95
## 183 8.130195e-03 0 two.sided 0.95
## 184 3.222665e-05 0 two.sided 0.95
## 185 1.438480e-02 0 two.sided 0.95
## 186 2.711838e-02 0 two.sided 0.95
## 187 2.420160e-02 0 two.sided 0.95
## 188 8.502463e-05 0 two.sided 0.95
## 189 9.455394e-05 0 two.sided 0.95
## 190 3.660481e-05 0 two.sided 0.95
## 191 1.728868e-02 0 two.sided 0.95
## 192 5.261673e-05 0 two.sided 0.95
## 193 5.903044e-05 0 two.sided 0.95
## 194 3.024954e-04 0 two.sided 0.95
## 195 7.476331e-04 0 two.sided 0.95
## 196 1.018246e-02 0 two.sided 0.95
## 197 3.557117e-07 0 two.sided 0.95
## 198 4.489771e-05 0 two.sided 0.95
## 199 6.319942e-05 0 two.sided 0.95
## 200 3.345494e-05 0 two.sided 0.95
## 201 2.903652e-03 0 two.sided 0.95
## 202 -1.893952e-07 0 two.sided 0.95
## 203 2.342048e-02 0 two.sided 0.95
## 204 6.570871e-04 0 two.sided 0.95
## 205 3.557117e-07 0 two.sided 0.95
## 206 1.937881e-04 0 two.sided 0.95
## 207 3.127104e-04 0 two.sided 0.95
## 208 2.356459e-05 0 two.sided 0.95
## 209 3.557117e-07 0 two.sided 0.95
## 210 9.665054e-04 0 two.sided 0.95
## 211 6.411033e-04 0 two.sided 0.95
## 212 5.594395e-06 0 two.sided 0.95
## 213 1.995606e-03 0 two.sided 0.95
## 214 5.461646e-04 0 two.sided 0.95
## 215 1.349220e-03 0 two.sided 0.95
## 216 2.287867e-05 0 two.sided 0.95
## 217 3.111820e-02 0 two.sided 0.95
## 218 1.895261e-03 0 two.sided 0.95
## 219 1.828805e-03 0 two.sided 0.95
## 220 1.350013e-02 0 two.sided 0.95
## 221 3.557117e-07 0 two.sided 0.95
## 222 3.336473e-04 0 two.sided 0.95
## 223 2.735215e-03 0 two.sided 0.95
## 224 3.557117e-07 0 two.sided 0.95
## 225 1.316366e-05 0 two.sided 0.95
## 226 5.050376e-05 0 two.sided 0.95
## 227 3.557117e-07 0 two.sided 0.95
## 228 3.557117e-07 0 two.sided 0.95
## 229 8.552722e-04 0 two.sided 0.95
## 230 6.609134e-03 0 two.sided 0.95
## 231 3.557117e-07 0 two.sided 0.95
## 232 9.738813e-05 0 two.sided 0.95
## 233 8.060298e-04 0 two.sided 0.95
## 234 3.557117e-07 0 two.sided 0.95
## 235 2.296586e-05 0 two.sided 0.95
## 236 5.725602e-05 0 two.sided 0.95
## 237 2.986199e-05 0 two.sided 0.95
## 238 3.557117e-07 0 two.sided 0.95
## 239 1.822638e-04 0 two.sided 0.95
## 240 3.557117e-07 0 two.sided 0.95
## 241 3.557117e-07 0 two.sided 0.95
## 242 1.956094e-06 0 two.sided 0.95
## 243 3.557117e-07 0 two.sided 0.95
## 244 3.557117e-07 0 two.sided 0.95
## 245 3.557117e-07 0 two.sided 0.95
## 246 3.557117e-07 0 two.sided 0.95
## 247 1.646214e-03 0 two.sided 0.95
## 248 4.520710e-04 0 two.sided 0.95
## 249 3.692123e-07 0 two.sided 0.95
## 250 3.557117e-07 0 two.sided 0.95
## 251 9.125979e-04 0 two.sided 0.95
## 252 2.935787e-07 0 two.sided 0.95
## 253 3.557117e-07 0 two.sided 0.95
## 254 1.450603e-05 0 two.sided 0.95
## 255 2.398151e-04 0 two.sided 0.95
## 256 1.949595e-05 0 two.sided 0.95
## 257 1.678387e-04 0 two.sided 0.95
## 258 2.021347e-05 0 two.sided 0.95
## 259 3.557117e-07 0 two.sided 0.95
## 260 4.702067e-04 0 two.sided 0.95
## 261 3.557117e-07 0 two.sided 0.95
## 262 1.885336e-05 0 two.sided 0.95
## 263 1.705591e-01 0 two.sided 0.95
## 264 4.396304e-05 0 two.sided 0.95
## 265 4.262704e-05 0 two.sided 0.95
## 266 1.195766e-04 0 two.sided 0.95
## 267 5.050259e-06 0 two.sided 0.95
## 268 7.957014e-05 0 two.sided 0.95
## 269 3.557117e-07 0 two.sided 0.95
## 270 1.643140e-05 0 two.sided 0.95
## 271 3.557117e-07 0 two.sided 0.95
## 272 2.062237e-05 0 two.sided 0.95
## 273 3.557117e-07 0 two.sided 0.95
## 274 2.980918e-04 0 two.sided 0.95
## 275 8.140478e-06 0 two.sided 0.95
## 276 1.315906e-04 0 two.sided 0.95
## 277 3.557117e-07 0 two.sided 0.95
## 278 2.009289e-05 0 two.sided 0.95
## 279 2.912547e-03 0 two.sided 0.95
## 280 3.557117e-07 0 two.sided 0.95
## 281 3.557117e-07 0 two.sided 0.95
## 282 1.507954e-05 0 two.sided 0.95
## 283 2.697505e-05 0 two.sided 0.95
## 284 9.717523e-04 0 two.sided 0.95
## 285 7.441283e-05 0 two.sided 0.95
## 286 7.202132e-03 0 two.sided 0.95
## 287 4.725477e-05 0 two.sided 0.95
## 288 4.404142e-06 0 two.sided 0.95
## 289 4.855203e-06 0 two.sided 0.95
## 290 2.343469e-06 0 two.sided 0.95
## 291 1.533511e-06 0 two.sided 0.95
## 292 7.155749e-06 0 two.sided 0.95
## 293 3.557117e-07 0 two.sided 0.95
## 294 3.557117e-07 0 two.sided 0.95
## 295 2.764939e-05 0 two.sided 0.95
## 296 3.557117e-07 0 two.sided 0.95
## 297 4.428707e-06 0 two.sided 0.95
## 298 1.160552e-04 0 two.sided 0.95
## 299 1.623672e-05 0 two.sided 0.95
## 300 2.768174e-05 0 two.sided 0.95
## 301 3.557117e-07 0 two.sided 0.95
## 302 3.557117e-07 0 two.sided 0.95
## 303 3.557117e-07 0 two.sided 0.95
## 304 6.489527e-06 0 two.sided 0.95
## 305 4.975127e-02 0 two.sided 0.95
## 306 4.130916e-05 0 two.sided 0.95
## 307 6.760761e-05 0 two.sided 0.95
## 308 6.006260e-05 0 two.sided 0.95
## 309 3.557117e-07 0 two.sided 0.95
## 310 3.557117e-07 0 two.sided 0.95
## 311 6.708852e-05 0 two.sided 0.95
## 312 3.119473e-03 0 two.sided 0.95
## 313 3.252091e-05 0 two.sided 0.95
## 314 6.835958e-04 0 two.sided 0.95
## 315 3.557117e-07 0 two.sided 0.95
## 316 6.778437e-05 0 two.sided 0.95
## 317 1.581964e-04 0 two.sided 0.95
## 318 5.473833e-05 0 two.sided 0.95
## 319 3.788833e-04 0 two.sided 0.95
## 320 7.099643e-06 0 two.sided 0.95
## 321 6.115739e-04 0 two.sided 0.95
## 322 3.932568e-05 0 two.sided 0.95
## 323 8.799290e-05 0 two.sided 0.95
## 324 2.887641e-05 0 two.sided 0.95
## 325 3.557117e-07 0 two.sided 0.95
## 326 6.839053e-04 0 two.sided 0.95
## 327 4.102724e-07 0 two.sided 0.95
## 328 1.382662e-03 0 two.sided 0.95
## 329 1.068824e-04 0 two.sided 0.95
## 330 1.239135e-03 0 two.sided 0.95
## 331 1.583579e-03 0 two.sided 0.95
## 332 1.565737e-03 0 two.sided 0.95
## 333 3.557117e-07 0 two.sided 0.95
## 334 3.557117e-07 0 two.sided 0.95
## 335 2.222804e-03 0 two.sided 0.95
## 336 2.935560e-03 0 two.sided 0.95
## 337 3.406639e-04 0 two.sided 0.95
## 338 3.557117e-07 0 two.sided 0.95
## 339 3.557117e-07 0 two.sided 0.95
## 340 1.774388e-06 0 two.sided 0.95
## 341 3.557117e-07 0 two.sided 0.95
## 342 6.892419e-06 0 two.sided 0.95
## 343 3.557117e-07 0 two.sided 0.95
## 344 3.557117e-07 0 two.sided 0.95
## 345 2.209473e-05 0 two.sided 0.95
## 346 3.057644e-03 0 two.sided 0.95
## 347 1.095493e-04 0 two.sided 0.95
## 348 3.557117e-07 0 two.sided 0.95
## 349 2.900447e-01 0 two.sided 0.95
## 350 6.921625e-04 0 two.sided 0.95
## 351 3.325787e-03 0 two.sided 0.95
## 352 2.258070e-05 0 two.sided 0.95
## 353 3.557117e-07 0 two.sided 0.95
## 354 3.557117e-07 0 two.sided 0.95
## 355 6.522723e-02 0 two.sided 0.95
## 356 3.686371e-02 0 two.sided 0.95
## 357 2.125853e-05 0 two.sided 0.95
## 358 2.664178e-06 0 two.sided 0.95
## 359 2.559661e-01 0 two.sided 0.95
## 360 1.849439e-02 0 two.sided 0.95#Quiero sacar el valor de P Obtener el valor de P de toda la estadÃstica #Me interesa la columna 1 y PV que son los nombres de los genes
Pvalue <- Analisis %>%
mutate(PV= tStudent$pvalue,
LPV= -log10(PV))%>%
select(1, "PV","LPV")
Pvalue## Gen PV LPV
## 1 ath-miR159a-000338 0.53436191 0.2721645032
## 2 hsa-let-7a-000377 0.22135734 0.6549060749
## 3 hsa-let-7b-002619 0.23595971 0.6271621554
## 4 hsa-let-7c-000379 0.71600730 0.1450825481
## 5 hsa-let-7d-002283 0.11541119 0.9377520948
## 6 hsa-let-7e-002406 0.32285067 0.4909983141
## 7 hsa-let-7f-000382 0.21424898 0.6690812364
## 8 hsa-let-7g-002282 0.91840507 0.0369657257
## 9 hsa-miR-1-002222 0.57060050 0.2436678532
## 10 hsa-miR-100-000437 0.74282647 0.1291126300
## 11 hsa-miR-101-002253 0.63678810 0.1960050640
## 12 hsa-miR-103-000439 0.52393273 0.2807244696
## 13 hsa-miR-105-002167 0.47849563 0.3201220211
## 14 hsa-miR-106a-002169 0.55554022 0.2552844916
## 15 hsa-miR-106b-000442 0.68240012 0.1659609048
## 16 hsa-miR-107-000443 0.46729416 0.3304096500
## 17 hsa-miR-10a-000387 0.31492232 0.5017965567
## 18 hsa-miR-10b-002218 0.42528375 0.3713212126
## 19 hsa-miR-122-002245 0.25524549 0.5930419244
## 20 hsa-miR-125a-3p-002199 0.29576933 0.5290468679
## 21 hsa-miR-125a-5p-002198 0.73656780 0.1327872703
## 22 hsa-miR-125b-000449 0.50366260 0.2978602984
## 23 hsa-miR-126-002228 0.53777908 0.2693960942
## 24 hsa-miR-127-000452 0.52081586 0.2833157963
## 25 hsa-miR-127-5p-002229 0.38996694 0.4089722132
## 26 hsa-miR-128a-002216 0.76221692 0.1179214153
## 27 hsa-miR-129-000590 0.18361223 0.7360984048
## 28 hsa-miR-130a-000454 0.37161416 0.4299077477
## 29 hsa-miR-130b-000456 0.85898269 0.0660155894
## 30 hsa-miR-132-000457 0.20988312 0.6780224913
## 31 hsa-miR-133a-002246 0.55013328 0.2595320818
## 32 hsa-miR-133b-002247 0.51180775 0.2908931401
## 33 hsa-miR-135a-000460 0.44620938 0.3504613013
## 34 hsa-miR-135b-002261 0.38812920 0.4110236797
## 35 hsa-miR-136-000592 0.53436191 0.2721645032
## 36 hsa-miR-138-002284 0.57844918 0.2377347921
## 37 hsa-miR-139-3p-002313 0.26210134 0.5815307620
## 38 hsa-miR-139-5p-002289 0.51529870 0.2879409573
## 39 hsa-miR-140-3p-002234 0.99676295 0.0014081113
## 40 hsa-miR-141-000463 0.70537759 0.1515783424
## 41 hsa-miR-142-3p-000464 0.98681500 0.0057642598
## 42 hsa-miR-142-5p-002248 0.53436191 0.2721645032
## 43 hsa-miR-143-002249 0.60688794 0.2168914934
## 44 hsa-miR-145-002278 0.49062721 0.3092483718
## 45 hsa-miR-146a-000468 0.78833598 0.1032886514
## 46 hsa-miR-146b-001097 0.19291432 0.7146355231
## 47 hsa-miR-146b-3p-002361 0.54209097 0.2659278279
## 48 hsa-miR-147-000469 0.53436191 0.2721645032
## 49 hsa-miR-147b-002262 0.53436191 0.2721645032
## 50 hsa-miR-148a-000470 0.03550702 1.4496858328
## 51 hsa-miR-148b-000471 0.67370632 0.1715293780
## 52 hsa-miR-149-002255 0.73091656 0.1361321981
## 53 hsa-miR-150-000473 0.58446649 0.2332403834
## 54 hsa-miR-152-000475 0.41685747 0.3800124145
## 55 hsa-miR-154-000477 0.30311962 0.5183859464
## 56 hsa-miR-155-002623 0.35215177 0.4532701206
## 57 hsa-miR-15a-000389 0.94404813 0.0250058632
## 58 hsa-miR-15b-000390 0.44206934 0.3545096067
## 59 hsa-miR-16-000391 0.35573397 0.4488746585
## 60 hsa-miR-17-002308 0.51408809 0.2889624535
## 61 hsa-miR-181a-000480 0.34385551 0.4636240128
## 62 hsa-miR-181c-000482 0.26617065 0.5748398325
## 63 hsa-miR-182-002334 0.57143307 0.2430346285
## 64 hsa-miR-183-002269 0.68394614 0.1649780954
## 65 hsa-miR-184-000485 0.39459231 0.4038513784
## 66 hsa-miR-185-002271 0.71712413 0.1444056659
## 67 hsa-miR-186-002285 0.08289784 1.0814567951
## 68 hsa-miR-188-3p-002106 0.53436191 0.2721645032
## 69 hsa-miR-18a-002422 0.29353603 0.5323385840
## 70 hsa-miR-18b-002217 0.44683687 0.3498509948
## 71 hsa-miR-190-000489 0.38676574 0.4125520063
## 72 hsa-miR-191-002299 0.59944365 0.2222516379
## 73 hsa-miR-192-000491 0.64131420 0.1929291408
## 74 hsa-miR-193a-3p-002250 0.65616759 0.1829852229
## 75 hsa-miR-193a-5p-002281 0.54680623 0.2621665487
## 76 hsa-miR-193b-002367 0.66483217 0.1772879737
## 77 hsa-miR-194-000493 0.72391984 0.1403095200
## 78 hsa-miR-195-000494 0.86534339 0.0628115183
## 79 hsa-miR-196b-002215 0.49554934 0.3049130960
## 80 hsa-miR-197-000497 0.28252849 0.5489377486
## 81 hsa-miR-198-002273 0.36809870 0.4340357120
## 82 hsa-miR-199a-000498 0.60797841 0.2161118460
## 83 hsa-miR-199a-3p-002304 0.67907768 0.1680805439
## 84 hsa-miR-199b-000500 0.30942526 0.5094442421
## 85 hsa-miR-19a-000395 0.47711259 0.3213791273
## 86 hsa-miR-19b-000396 0.30956201 0.5092523453
## 87 hsa-miR-200a-000502 0.53436191 0.2721645032
## 88 hsa-miR-200b-002251 0.61829812 0.2088020706
## 89 hsa-miR-200c-002300 0.39485399 0.4035634645
## 90 hsa-miR-202-002363 0.38765266 0.4115572308
## 91 hsa-miR-203-000507 0.38257916 0.4172786932
## 92 hsa-miR-204-000508 0.62658949 0.2030168910
## 93 hsa-miR-205-000509 0.53436191 0.2721645032
## 94 hsa-miR-208-000511 0.53436191 0.2721645032
## 95 hsa-miR-208b-002290 0.42458884 0.3720314212
## 96 hsa-miR-20a-000580 0.46424609 0.3332517420
## 97 hsa-miR-20b-001014 0.51143571 0.2912089547
## 98 hsa-miR-21-000397 0.92711989 0.0328641040
## 99 hsa-miR-210-000512 0.83547508 0.0780664981
## 100 hsa-miR-211-000514 0.53436191 0.2721645032
## 101 hsa-miR-212-000515 0.29300810 0.5331203708
## 102 hsa-miR-214-002306 0.66527107 0.1770013587
## 103 hsa-miR-215-000518 0.33529245 0.4745762319
## 104 hsa-miR-216a-002220 0.16292032 0.7880247583
## 105 hsa-miR-216b-002326 0.47642347 0.3220068517
## 106 hsa-miR-217-002337 0.27515357 0.5604248558
## 107 hsa-miR-218-000521 0.83955401 0.0759513610
## 108 hsa-miR-219-000522 0.53436191 0.2721645032
## 109 hsa-miR-219-1-3p-002095 0.27079472 0.5673598088
## 110 hsa-miR-219-2-3p-002390 0.94261473 0.0256657801
## 111 hsa-miR-22-000398 0.82020525 0.0860774578
## 112 hsa-miR-220-000523 0.53436191 0.2721645032
## 113 hsa-miR-220b-002206 0.53436191 0.2721645032
## 114 hsa-miR-220c-002211 0.53436191 0.2721645032
## 115 hsa-miR-221-000524 0.93005068 0.0314933846
## 116 hsa-miR-222-002276 0.91730374 0.0374868351
## 117 hsa-miR-223-002295 0.82438486 0.0838699938
## 118 hsa-miR-224-002099 0.80112416 0.0963001710
## 119 hsa-miR-23a-000399 0.38513654 0.4143852754
## 120 hsa-miR-23b-000400 0.42261132 0.3740588743
## 121 hsa-miR-24-000402 0.44201528 0.3545627167
## 122 hsa-miR-25-000403 0.67854601 0.1684206979
## 123 hsa-miR-26a-000405 0.21744638 0.6626478162
## 124 hsa-miR-26b-000407 0.12276875 0.9109121699
## 125 hsa-miR-27a-000408 0.72404842 0.1402323897
## 126 hsa-miR-27b-000409 0.52971661 0.2759564121
## 127 hsa-miR-28-000411 0.62075005 0.2070832359
## 128 hsa-miR-28-3p-002446 0.98579561 0.0062131209
## 129 hsa-miR-296-000527 0.72765547 0.1380742021
## 130 hsa-miR-296-3p-002101 0.24536874 0.6101807700
## 131 hsa-miR-298-002190 0.53436191 0.2721645032
## 132 hsa-miR-299-3p-001015 0.44328028 0.3533215860
## 133 hsa-miR-299-5p-000600 0.61362787 0.2120949237
## 134 hsa-miR-29a-002112 0.39253324 0.4061235619
## 135 hsa-miR-29b-000413 0.99797408 0.0008807365
## 136 hsa-miR-29c-000587 0.69768579 0.1563401213
## 137 hsa-miR-301-000528 0.86767642 0.0616422032
## 138 hsa-miR-301b-002392 0.68184004 0.1663174995
## 139 hsa-miR-302a-000529 0.70933791 0.1491468310
## 140 hsa-miR-302b-000531 0.31678857 0.4992304994
## 141 hsa-miR-302c-000533 0.83948423 0.0759874566
## 142 hsa-miR-30b-000602 0.04436349 1.3529743295
## 143 hsa-miR-30c-000419 0.62563340 0.2036800742
## 144 hsa-miR-31-002279 0.68682802 0.1631519935
## 145 hsa-miR-32-002109 0.10444122 0.9811280706
## 146 hsa-miR-320-002277 0.82478066 0.0836615291
## 147 hsa-miR-323-3p-002227 0.81568781 0.0884760273
## 148 hsa-miR-324-3p-002161 0.62022649 0.2074496882
## 149 hsa-miR-324-5p-000539 0.77363733 0.1114625820
## 150 hsa-miR-325-000540 0.53436191 0.2721645032
## 151 hsa-miR-326-000542 0.53436191 0.2721645032
## 152 hsa-miR-328-000543 0.35425526 0.4506836900
## 153 hsa-miR-329-001101 0.36718194 0.4351186876
## 154 hsa-miR-330-000544 0.38215532 0.4177600845
## 155 hsa-miR-330-5p-002230 0.53436191 0.2721645032
## 156 hsa-miR-331-000545 0.63428311 0.1977168553
## 157 hsa-miR-331-5p-002233 0.87348771 0.0587431996
## 158 hsa-miR-335-000546 0.75343570 0.1229538029
## 159 hsa-miR-337-5p-002156 0.91629324 0.0379655183
## 160 hsa-miR-338-3p-002252 0.43297941 0.3635327538
## 161 hsa-miR-339-3p-002184 0.69833280 0.1559375608
## 162 hsa-miR-339-5p-002257 0.48240860 0.3165849629
## 163 hsa-miR-33b-002085 0.53436191 0.2721645032
## 164 hsa-miR-340-002258 0.67806994 0.1687255066
## 165 hsa-miR-342-3p-002260 0.71886386 0.1433533467
## 166 hsa-miR-342-5p-002147 0.53436191 0.2721645032
## 167 hsa-miR-345-002186 0.47819816 0.3203920964
## 168 hsa-miR-346-000553 0.53436191 0.2721645032
## 169 hsa-miR-34a-000426 0.20962291 0.6785612593
## 170 hsa-miR-34c-000428 0.98885189 0.0048687529
## 171 hsa-miR-361-000554 0.09823630 1.0077280158
## 172 hsa-miR-362-001273 0.36240076 0.4408109000
## 173 hsa-miR-362-3p-002117 0.72689869 0.1385261161
## 174 hsa-miR-363-001271 0.62069648 0.2071207200
## 175 hsa-miR-365-001020 0.82332616 0.0844280879
## 176 hsa-miR-367-000555 0.11941719 0.9229331464
## 177 hsa-miR-369-3p-000557 0.26826422 0.5714372422
## 178 hsa-miR-369-5p-001021 0.63088603 0.2000490916
## 179 hsa-miR-370-002275 0.76670678 0.1153706973
## 180 hsa-miR-371-3p-002124 0.53436191 0.2721645032
## 181 hsa-miR-372-000560 0.32013104 0.4946722144
## 182 hsa-miR-373-000561 0.50537438 0.2963867817
## 183 hsa-miR-374-000563 0.88404652 0.0535248813
## 184 hsa-miR-375-000564 0.69425395 0.1584816410
## 185 hsa-miR-376a-000565 0.54823822 0.2610306892
## 186 hsa-miR-376b-001102 0.09586980 1.0183181652
## 187 hsa-miR-376c-002122 0.55175675 0.2582523440
## 188 hsa-miR-377-000566 0.84362199 0.0738521108
## 189 hsa-miR-380-3p-000569 0.65206503 0.1857090909
## 190 hsa-miR-381-000571 0.39633988 0.4019322315
## 191 hsa-miR-382-000572 0.55849242 0.2529827156
## 192 hsa-miR-383-000573 0.80546053 0.0939557349
## 193 hsa-miR-384-000574 0.42370231 0.3729391638
## 194 hsa-miR-409-5p-002331 0.92575576 0.0335035767
## 195 hsa-miR-410-001274 0.41981958 0.3769373100
## 196 hsa-miR-411-001610 0.60327609 0.2194838904
## 197 hsa-miR-412-001023 0.53436191 0.2721645032
## 198 hsa-miR-422a-002297 0.40629055 0.3911632807
## 199 hsa-miR-423-5p-002340 0.57604301 0.2395450869
## 200 hsa-miR-424-000604 0.71213214 0.1474394155
## 201 hsa-miR-425-5p-001516 0.47334192 0.3248250338
## 202 hsa-miR-429-001024 0.04549459 1.3420402735
## 203 hsa-miR-431-001979 0.38840173 0.4107188420
## 204 hsa-miR-433-001028 0.77185008 0.1124670450
## 205 hsa-miR-448-001029 0.53436191 0.2721645032
## 206 hsa-miR-449-001030 0.33261139 0.4780628775
## 207 hsa-miR-449b-001608 0.40503703 0.3925052733
## 208 hsa-miR-450a-002303 0.57886333 0.2374239631
## 209 hsa-miR-450b-3p-002208 0.53436191 0.2721645032
## 210 hsa-miR-450b-5p-002207 0.42301295 0.3736463358
## 211 hsa-miR-452-002329 0.57022238 0.2439557417
## 212 hsa-miR-453-002318 0.36631213 0.4361486943
## 213 hsa-miR-454-002323 0.48386750 0.3152735465
## 214 hsa-miR-455-001280 0.96816052 0.0140526320
## 215 hsa-miR-455-3p-002244 0.93109758 0.0310048037
## 216 hsa-miR-483-5p-002338 0.21108484 0.6755429575
## 217 hsa-miR-484-001821 0.55263812 0.2575591614
## 218 hsa-miR-485-3p-001277 0.80342013 0.0950572896
## 219 hsa-miR-485-5p-001036 0.48843884 0.3111898104
## 220 hsa-miR-486-001278 0.40500797 0.3925364282
## 221 hsa-miR-486-3p-002093 0.53436191 0.2721645032
## 222 hsa-miR-487a-001279 0.67736513 0.1691771648
## 223 hsa-miR-487b-001285 0.61677076 0.2098762258
## 224 hsa-miR-488-002357 0.53436191 0.2721645032
## 225 hsa-miR-489-002358 0.09904142 1.0041831456
## 226 hsa-miR-490-001037 0.25256715 0.5976231415
## 227 hsa-miR-491-3p-002360 0.53436191 0.2721645032
## 228 hsa-miR-492-001039 0.53436191 0.2721645032
## 229 hsa-miR-493-002364 0.63409898 0.1978429423
## 230 hsa-miR-494-002365 0.68134611 0.1666322220
## 231 hsa-miR-499-3p-002427 0.53436191 0.2721645032
## 232 hsa-miR-500-002428 0.70103229 0.1542619793
## 233 hsa-miR-501-001047 0.39923593 0.3987703756
## 234 hsa-miR-501-3p-002435 0.53436191 0.2721645032
## 235 hsa-miR-502-001109 0.15886200 0.7989799869
## 236 hsa-miR-502-3p-002083 0.03272312 1.4851453192
## 237 hsa-miR-503-001048 0.94230990 0.0258062472
## 238 hsa-miR-504-002084 0.53436191 0.2721645032
## 239 hsa-miR-505-002089 0.37807254 0.4224248647
## 240 hsa-miR-506-001050 0.53436191 0.2721645032
## 241 hsa-miR-507-001051 0.53436191 0.2721645032
## 242 hsa-miR-508-001052 0.28655550 0.5427912520
## 243 hsa-miR-508-5p-002092 0.53436191 0.2721645032
## 244 hsa-miR-509-3-5p-002155 0.53436191 0.2721645032
## 245 hsa-miR-509-5p-002235 0.53436191 0.2721645032
## 246 hsa-miR-510-002241 0.53436191 0.2721645032
## 247 hsa-miR-511-001111 0.42560246 0.3709958739
## 248 hsa-miR-512-3p-001823 0.58576951 0.2322732363
## 249 hsa-miR-512-5p-001145 0.56500822 0.2479452361
## 250 hsa-miR-513-5p-002090 0.53436191 0.2721645032
## 251 hsa-miR-515-3p-002369 0.99628575 0.0016160834
## 252 hsa-miR-515-5p-001112 0.31705586 0.4988642203
## 253 hsa-miR-516a-5p-002416 0.53436191 0.2721645032
## 254 hsa-miR-516b-001150 0.85442200 0.0683275763
## 255 hsa-miR-517a-002402 0.55689126 0.2542295989
## 256 hsa-miR-517b-001152 0.41317232 0.3838687838
## 257 hsa-miR-517c-001153 0.92620304 0.0332937979
## 258 hsa-miR-518a-3p-002397 0.61390759 0.2118969948
## 259 hsa-miR-518a-5p-002396 0.53436191 0.2721645032
## 260 hsa-miR-518b-001156 0.43956787 0.3569740640
## 261 hsa-miR-518c-002401 0.53436191 0.2721645032
## 262 hsa-miR-518d-001159 0.67237274 0.1723899023
## 263 hsa-miR-518d-5p-002389 0.43757938 0.3589431477
## 264 hsa-miR-518e-002395 0.42554061 0.3710589859
## 265 hsa-miR-518f-002388 0.85344977 0.0688220363
## 266 hsa-miR-519a-002415 0.59637298 0.2244820402
## 267 hsa-miR-519c-001163 0.29323675 0.5327816077
## 268 hsa-miR-519d-002403 0.76988257 0.1135755120
## 269 hsa-miR-519e-002370 0.53436191 0.2721645032
## 270 hsa-miR-520a#-001168 0.42646556 0.3701160399
## 271 hsa-miR-520a-001167 0.53436191 0.2721645032
## 272 hsa-miR-520b-001116 0.59234694 0.2274238529
## 273 hsa-miR-520d-5p-002393 0.53436191 0.2721645032
## 274 hsa-miR-520e-001119 0.42179552 0.3748980368
## 275 hsa-miR-520f-001120 0.40246096 0.3952762449
## 276 hsa-miR-520g-001121 0.32821052 0.4838474976
## 277 hsa-miR-521-001122 0.53436191 0.2721645032
## 278 hsa-miR-522-002413 0.86476060 0.0631041073
## 279 hsa-miR-523-002386 0.44897040 0.3477822864
## 280 hsa-miR-524-5p-001982 0.53436191 0.2721645032
## 281 hsa-miR-525-001174 0.53436191 0.2721645032
## 282 hsa-miR-525-3p-002385 0.32284781 0.4910021531
## 283 hsa-miR-526b-002382 0.51310161 0.2897966215
## 284 hsa-miR-532-001518 0.74466754 0.1280375743
## 285 hsa-miR-532-3p-002355 0.17614305 0.7541344830
## 286 hsa-miR-539-001286 0.42350889 0.3731374651
## 287 hsa-miR-541-002201 0.48000041 0.3187583928
## 288 hsa-miR-542-3p-001284 0.41421376 0.3827754793
## 289 hsa-miR-542-5p-002240 0.93056233 0.0312545342
## 290 hsa-miR-544-002265 0.59583139 0.2248766211
## 291 hsa-miR-545-002267 0.52294920 0.2815404977
## 292 hsa-miR-548a-001538 0.40944896 0.3878002227
## 293 hsa-miR-548a-5p-002412 0.53436191 0.2721645032
## 294 hsa-miR-548b-001541 0.53436191 0.2721645032
## 295 hsa-miR-548b-5p-002408 0.65769643 0.1819745167
## 296 hsa-miR-548c-001590 0.53436191 0.2721645032
## 297 hsa-miR-548c-5p-002429 0.07513168 1.1241768921
## 298 hsa-miR-548d-001605 0.34606571 0.4608414279
## 299 hsa-miR-548d-5p-002237 0.05827768 1.2344977334
## 300 hsa-miR-551b-001535 0.83616270 0.0777092090
## 301 hsa-miR-556-3p-002345 0.53436191 0.2721645032
## 302 hsa-miR-556-5p-002344 0.53436191 0.2721645032
## 303 hsa-miR-561-001528 0.53436191 0.2721645032
## 304 hsa-miR-570-002347 0.17889054 0.7474126215
## 305 hsa-miR-574-3p-002349 0.38073342 0.4193789965
## 306 hsa-miR-576-3p-002351 0.32593316 0.4868714486
## 307 hsa-miR-576-5p-002350 0.81408421 0.0893306701
## 308 hsa-miR-579-002398 0.75616831 0.1213815298
## 309 hsa-miR-582-3p-002399 0.53436191 0.2721645032
## 310 hsa-miR-582-5p-001983 0.53436191 0.2721645032
## 311 hsa-miR-589-002409 0.82586891 0.0830888846
## 312 hsa-miR-590-5p-001984 0.90201318 0.0447871153
## 313 hsa-miR-597-001551 0.77509189 0.1106468097
## 314 hsa-miR-598-001988 0.42585326 0.3707400217
## 315 hsa-miR-615-5p-002353 0.53436191 0.2721645032
## 316 hsa-miR-616-002414 0.56154144 0.2506181919
## 317 hsa-miR-618-001593 0.54209021 0.2659284394
## 318 hsa-miR-624-002430 0.28661941 0.5426944058
## 319 hsa-miR-625-002431 0.34914707 0.4569915978
## 320 hsa-miR-627-001560 0.47009461 0.3278147325
## 321 hsa-miR-628-5p-002433 0.32364058 0.4899370346
## 322 hsa-miR-629-002436 0.63206230 0.1992401103
## 323 hsa-miR-636-002088 0.44089878 0.3556611051
## 324 hsa-miR-642-001592 0.60599788 0.2175288943
## 325 hsa-miR-651-001604 0.53436191 0.2721645032
## 326 hsa-miR-652-002352 0.43122966 0.3652913791
## 327 hsa-miR-653-002292 0.19914928 0.7008212507
## 328 hsa-miR-654-001611 0.39435357 0.4041142199
## 329 hsa-miR-654-3p-002239 0.25763769 0.5889906006
## 330 hsa-miR-655-001612 0.46402714 0.3334566196
## 331 hsa-miR-660-001515 0.79162766 0.1014790390
## 332 hsa-miR-671-3p-002322 0.56438681 0.2484231415
## 333 hsa-miR-672-002327 0.53436191 0.2721645032
## 334 hsa-miR-674-002021 0.53436191 0.2721645032
## 335 hsa-miR-708-002341 0.97666069 0.0102562924
## 336 hsa-miR-744-002324 0.37387432 0.4272743590
## 337 hsa-miR-758-001990 0.49327834 0.3069079549
## 338 hsa-miR-871-002354 0.53436191 0.2721645032
## 339 hsa-miR-872-002264 0.53436191 0.2721645032
## 340 hsa-miR-873-002356 0.34960818 0.4564184097
## 341 hsa-miR-875-3p-002204 0.53436191 0.2721645032
## 342 hsa-miR-876-3p-002225 0.20947046 0.6788772223
## 343 hsa-miR-876-5p-002205 0.53436191 0.2721645032
## 344 hsa-miR-885-3p-002372 0.53436191 0.2721645032
## 345 hsa-miR-885-5p-002296 0.76405994 0.1168725691
## 346 hsa-miR-886-3p-002194 0.63483843 0.1973367907
## 347 hsa-miR-886-5p-002193 0.70301673 0.1530343411
## 348 hsa-miR-887-002374 0.53436191 0.2721645032
## 349 hsa-miR-888-002212 0.93506989 0.0291559277
## 350 hsa-miR-889-002202 0.59630383 0.2245323976
## 351 hsa-miR-890-002209 0.65774611 0.1819417099
## 352 hsa-miR-891a-002191 0.31969818 0.4952598394
## 353 hsa-miR-891b-002210 0.53436191 0.2721645032
## 354 hsa-miR-892a-002195 0.53436191 0.2721645032
## 355 hsa-miR-9-000583 0.50748478 0.2945769785
## 356 hsa-miR-92a-000431 0.35048936 0.4553251636
## 357 hsa-miR-95-000433 0.16155259 0.7916860751
## 358 hsa-miR-98-000577 0.43227379 0.3642410917
## 359 hsa-miR-99a-000435 0.37679808 0.4238913185
## 360 hsa-miR-99b-000436 0.32846293 0.4835136409foldchange <- 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 1.220085e-06 1.095899e+00 0.132115339
## 2 hsa-let-7a-000377 2.104945e-02 3.390214e-02 1.610595e+00 0.687593852
## 3 hsa-let-7b-002619 8.558097e-02 1.457383e-01 1.702929e+00 0.768018400
## 4 hsa-let-7c-000379 4.716674e-03 5.820710e-03 1.234071e+00 0.303425336
## 5 hsa-let-7d-002283 8.019463e-03 1.226943e-02 1.529957e+00 0.613491201
## 6 hsa-let-7e-002406 1.234439e-01 1.716779e-01 1.390736e+00 0.475848536
## 7 hsa-let-7f-000382 1.415957e-03 3.020536e-03 2.133211e+00 1.093026838
## 8 hsa-let-7g-002282 7.807440e-03 7.982499e-03 1.022422e+00 0.031990839
## 9 hsa-miR-1-002222 8.564286e-06 6.161569e-06 7.194492e-01 -0.475035263
## 10 hsa-miR-100-000437 3.915742e-01 4.344875e-01 1.109592e+00 0.150028730
## 11 hsa-miR-101-002253 4.660299e-05 6.171893e-05 1.324356e+00 0.405290702
## 12 hsa-miR-103-000439 2.105688e-03 3.364205e-03 1.597675e+00 0.675973961
## 13 hsa-miR-105-002167 6.064444e-05 2.889903e-05 4.765323e-01 -1.069354186
## 14 hsa-miR-106a-002169 5.827561e-02 3.869783e-02 6.640485e-01 -0.590639571
## 15 hsa-miR-106b-000442 2.651212e-03 2.320379e-03 8.752145e-01 -0.192291446
## 16 hsa-miR-107-000443 9.009825e-05 1.455156e-04 1.615077e+00 0.691602507
## 17 hsa-miR-10a-000387 3.021619e-03 4.583025e-03 1.516745e+00 0.600978240
## 18 hsa-miR-10b-002218 5.039671e-03 2.110901e-03 4.188569e-01 -1.255470731
## 19 hsa-miR-122-002245 7.054721e-05 1.431738e-05 2.029475e-01 -2.300821342
## 20 hsa-miR-125a-3p-002199 1.474855e-04 1.063027e-04 7.207670e-01 -0.472395187
## 21 hsa-miR-125a-5p-002198 1.490942e-02 1.255904e-02 8.423562e-01 -0.247497644
## 22 hsa-miR-125b-000449 2.468989e-01 2.171538e-01 8.795252e-01 -0.185203133
## 23 hsa-miR-126-002228 2.229028e-03 4.281092e-03 1.920610e+00 0.941564235
## 24 hsa-miR-127-000452 1.467177e-02 2.884515e-02 1.966031e+00 0.975286077
## 25 hsa-miR-127-5p-002229 2.001403e-06 4.145193e-06 2.071143e+00 1.050427255
## 26 hsa-miR-128a-002216 2.328888e-04 2.764702e-04 1.187134e+00 0.247482675
## 27 hsa-miR-129-000590 8.713056e-05 1.220085e-06 1.400296e-02 -6.158124831
## 28 hsa-miR-130a-000454 1.020972e-03 2.156915e-03 2.112610e+00 1.079026413
## 29 hsa-miR-130b-000456 1.183985e-03 1.132401e-03 9.564321e-01 -0.064265505
## 30 hsa-miR-132-000457 3.158725e-03 6.170534e-03 1.953489e+00 0.966052890
## 31 hsa-miR-133a-002246 9.172217e-05 1.121953e-04 1.223209e+00 0.290670460
## 32 hsa-miR-133b-002247 2.280642e-06 6.119194e-06 2.683102e+00 1.423901750
## 33 hsa-miR-135a-000460 1.767978e-06 5.094298e-06 2.881426e+00 1.526783097
## 34 hsa-miR-135b-002261 1.200044e-04 6.128161e-05 5.106615e-01 -0.969560903
## 35 hsa-miR-136-000592 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 36 hsa-miR-138-002284 1.952591e-02 1.451481e-02 7.433615e-01 -0.427864178
## 37 hsa-miR-139-3p-002313 4.079707e-04 1.220085e-06 2.990620e-03 -8.385339569
## 38 hsa-miR-139-5p-002289 9.116368e-04 6.812789e-04 7.473140e-01 -0.420213611
## 39 hsa-miR-140-3p-002234 4.693988e-04 4.679298e-04 9.968705e-01 -0.004521995
## 40 hsa-miR-141-000463 3.621335e-06 2.705340e-06 7.470560e-01 -0.420711726
## 41 hsa-miR-142-3p-000464 7.156152e-06 7.274462e-06 1.016533e+00 0.023656491
## 42 hsa-miR-142-5p-002248 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 43 hsa-miR-143-002249 8.299544e-03 1.452195e-02 1.749729e+00 0.807131410
## 44 hsa-miR-145-002278 1.129087e-01 2.378820e-01 2.106852e+00 1.075089291
## 45 hsa-miR-146a-000468 2.187186e-02 2.836711e-02 1.296969e+00 0.375143739
## 46 hsa-miR-146b-001097 2.631937e-03 2.205920e-03 8.381355e-01 -0.254744617
## 47 hsa-miR-146b-3p-002361 1.085420e-05 3.865732e-06 3.561509e-01 -1.489439577
## 48 hsa-miR-147-000469 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 49 hsa-miR-147b-002262 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 50 hsa-miR-148a-000470 3.509529e-06 1.937164e-05 5.519726e+00 2.464596702
## 51 hsa-miR-148b-000471 7.078916e-04 1.009646e-03 1.426273e+00 0.512249899
## 52 hsa-miR-149-002255 4.480454e-03 5.963192e-03 1.330935e+00 0.412439830
## 53 hsa-miR-150-000473 3.214382e-05 2.619738e-05 8.150051e-01 -0.295119081
## 54 hsa-miR-152-000475 5.046997e-03 8.963832e-03 1.776072e+00 0.828690360
## 55 hsa-miR-154-000477 1.262725e-05 4.270356e-05 3.381857e+00 1.757815570
## 56 hsa-miR-155-002623 8.818195e-03 3.696279e-03 4.191650e-01 -1.254409779
## 57 hsa-miR-15a-000389 2.117778e-04 2.353264e-04 1.111195e+00 0.152111669
## 58 hsa-miR-15b-000390 1.593581e-02 1.070549e-02 6.717884e-01 -0.573921240
## 59 hsa-miR-16-000391 3.981672e-02 2.921243e-02 7.336723e-01 -0.446792248
## 60 hsa-miR-17-002308 6.369867e-02 4.012625e-02 6.299386e-01 -0.666716792
## 61 hsa-miR-181a-000480 6.118135e-03 9.510845e-03 1.554533e+00 0.636481704
## 62 hsa-miR-181c-000482 1.566179e-04 4.585830e-04 2.928037e+00 1.549933644
## 63 hsa-miR-182-002334 1.957846e-05 1.292733e-05 6.602834e-01 -0.598842674
## 64 hsa-miR-183-002269 1.292494e-05 9.320515e-06 7.211264e-01 -0.471675847
## 65 hsa-miR-184-000485 1.108877e-04 4.080095e-04 3.679483e+00 1.879502912
## 66 hsa-miR-185-002271 2.977965e-04 3.457686e-04 1.161090e+00 0.215480194
## 67 hsa-miR-186-002285 9.673608e-04 2.637622e-03 2.726617e+00 1.447111839
## 68 hsa-miR-188-3p-002106 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 69 hsa-miR-18a-002422 4.066661e-04 2.554589e-04 6.281785e-01 -0.670753428
## 70 hsa-miR-18b-002217 5.716871e-04 3.570702e-04 6.245902e-01 -0.679018063
## 71 hsa-miR-190-000489 3.491119e-06 1.607591e-05 4.604803e+00 2.203139316
## 72 hsa-miR-191-002299 1.312038e-01 9.761514e-02 7.439965e-01 -0.426632223
## 73 hsa-miR-192-000491 2.564648e-04 2.981544e-04 1.162555e+00 0.217299254
## 74 hsa-miR-193a-3p-002250 4.012472e-06 2.770622e-06 6.905024e-01 -0.534281566
## 75 hsa-miR-193a-5p-002281 3.495032e-03 4.875330e-03 1.394931e+00 0.480194196
## 76 hsa-miR-193b-002367 3.843566e-02 4.824988e-02 1.255341e+00 0.328079878
## 77 hsa-miR-194-000493 2.493132e-04 2.268784e-04 9.100134e-01 -0.136040272
## 78 hsa-miR-195-000494 2.366282e-03 2.562475e-03 1.082912e+00 0.114916080
## 79 hsa-miR-196b-002215 8.767159e-06 1.829742e-05 2.087041e+00 1.061458826
## 80 hsa-miR-197-000497 9.553235e-03 1.094639e-02 1.145831e+00 0.196394216
## 81 hsa-miR-198-002273 4.506514e-06 1.171377e-05 2.599297e+00 1.378121426
## 82 hsa-miR-199a-000498 5.662058e-05 1.020761e-04 1.802808e+00 0.850245927
## 83 hsa-miR-199a-3p-002304 1.762669e-02 2.782106e-02 1.578348e+00 0.658415679
## 84 hsa-miR-199b-000500 8.146476e-06 2.983074e-05 3.661797e+00 1.872551891
## 85 hsa-miR-19a-000395 2.830998e-03 2.196840e-03 7.759948e-01 -0.365881133
## 86 hsa-miR-19b-000396 1.526783e-01 9.159685e-02 5.999337e-01 -0.737124991
## 87 hsa-miR-200a-000502 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 88 hsa-miR-200b-002251 1.645045e-04 1.341367e-04 8.153984e-01 -0.294423010
## 89 hsa-miR-200c-002300 1.858238e-03 1.102432e-03 5.932675e-01 -0.753245343
## 90 hsa-miR-202-002363 1.113319e-06 3.396051e-06 3.050385e+00 1.608991397
## 91 hsa-miR-203-000507 9.046523e-06 2.027808e-05 2.241533e+00 1.164485810
## 92 hsa-miR-204-000508 1.572139e-03 1.068165e-03 6.794342e-01 -0.557594226
## 93 hsa-miR-205-000509 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 94 hsa-miR-208-000511 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 95 hsa-miR-208b-002290 1.113319e-06 4.910555e-06 4.410736e+00 2.141019502
## 96 hsa-miR-20a-000580 3.421626e-02 2.019890e-02 5.903304e-01 -0.760405427
## 97 hsa-miR-20b-001014 2.935019e-03 1.909496e-03 6.505909e-01 -0.620177533
## 98 hsa-miR-21-000397 1.254300e-01 1.223965e-01 9.758148e-01 -0.035320762
## 99 hsa-miR-210-000512 1.959684e-02 1.636564e-02 8.351165e-01 -0.259950578
## 100 hsa-miR-211-000514 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 101 hsa-miR-212-000515 2.988557e-04 4.673837e-04 1.563911e+00 0.645158563
## 102 hsa-miR-214-002306 8.665431e-03 1.395343e-02 1.610241e+00 0.687276823
## 103 hsa-miR-215-000518 3.479147e-04 9.283720e-05 2.668390e-01 -1.905958736
## 104 hsa-miR-216a-002220 1.113319e-06 1.328614e-06 1.193381e+00 0.255054873
## 105 hsa-miR-216b-002326 2.038940e-06 1.220085e-06 5.983919e-01 -0.740837336
## 106 hsa-miR-217-002337 1.492118e-06 6.320263e-06 4.235766e+00 2.082622759
## 107 hsa-miR-218-000521 2.883704e-03 2.766802e-03 9.594614e-01 -0.059703334
## 108 hsa-miR-219-000522 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 109 hsa-miR-219-1-3p-002095 6.222207e-06 2.346467e-06 3.771116e-01 -1.406936522
## 110 hsa-miR-219-2-3p-002390 6.026598e-02 5.405958e-02 8.970166e-01 -0.156793349
## 111 hsa-miR-22-000398 8.611206e-03 9.573077e-03 1.111700e+00 0.152767255
## 112 hsa-miR-220-000523 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 113 hsa-miR-220b-002206 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 114 hsa-miR-220c-002211 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 115 hsa-miR-221-000524 4.693119e-02 4.582263e-02 9.763790e-01 -0.034486774
## 116 hsa-miR-222-002276 4.424726e-01 4.600090e-01 1.039633e+00 0.056074100
## 117 hsa-miR-223-002295 9.727350e-05 1.022794e-04 1.051462e+00 0.072397270
## 118 hsa-miR-224-002099 7.099274e-04 8.785103e-04 1.237465e+00 0.307387819
## 119 hsa-miR-23a-000399 9.088273e-03 1.576501e-02 1.734655e+00 0.794648504
## 120 hsa-miR-23b-000400 1.113319e-06 2.012492e-03 1.807651e+03 10.819900828
## 121 hsa-miR-24-000402 5.378424e-01 1.056140e+00 1.963661e+00 0.973545879
## 122 hsa-miR-25-000403 2.163373e-03 1.698624e-03 7.851738e-01 -0.348916111
## 123 hsa-miR-26a-000405 2.022700e-02 2.450926e-02 1.211710e+00 0.277044493
## 124 hsa-miR-26b-000407 1.070440e-03 3.747011e-03 3.500440e+00 1.807536361
## 125 hsa-miR-27a-000408 1.101605e-02 1.450768e-02 1.316959e+00 0.397210698
## 126 hsa-miR-27b-000409 2.872583e-03 4.513280e-03 1.571158e+00 0.651828068
## 127 hsa-miR-28-000411 1.835742e-03 2.168553e-03 1.181296e+00 0.240369961
## 128 hsa-miR-28-3p-002446 3.864376e-03 3.880236e-03 1.004104e+00 0.005908922
## 129 hsa-miR-296-000527 4.463163e-03 3.370490e-03 7.551796e-01 -0.405108233
## 130 hsa-miR-296-3p-002101 2.510926e-05 1.153820e-05 4.595196e-01 -1.121801604
## 131 hsa-miR-298-002190 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 132 hsa-miR-299-3p-001015 1.113319e-06 1.508766e-06 1.355197e+00 0.438502655
## 133 hsa-miR-299-5p-000600 6.145714e-05 1.096505e-04 1.784178e+00 0.835259425
## 134 hsa-miR-29a-002112 5.497109e-01 3.207144e-01 5.834237e-01 -0.777384216
## 135 hsa-miR-29b-000413 2.168998e-04 2.171407e-04 1.001110e+00 0.001601004
## 136 hsa-miR-29c-000587 1.802701e-03 2.579534e-03 1.430928e+00 0.516950588
## 137 hsa-miR-301-000528 2.495361e-04 3.021789e-04 1.210962e+00 0.276154055
## 138 hsa-miR-301b-002392 6.585870e-06 1.001658e-05 1.520920e+00 0.604944372
## 139 hsa-miR-302a-000529 1.462546e-04 2.264062e-04 1.548028e+00 0.630431381
## 140 hsa-miR-302b-000531 1.579179e-04 1.144045e-03 7.244553e+00 2.856896775
## 141 hsa-miR-302c-000533 1.104892e-01 1.339909e-01 1.212706e+00 0.278229718
## 142 hsa-miR-30b-000602 3.897033e-02 4.675922e-02 1.199867e+00 0.262874558
## 143 hsa-miR-30c-000419 5.251704e-02 5.884372e-02 1.120469e+00 0.164102903
## 144 hsa-miR-31-002279 5.581470e-02 9.051045e-02 1.621624e+00 0.697439228
## 145 hsa-miR-32-002109 6.442323e-06 2.936527e-06 4.558179e-01 -1.133470368
## 146 hsa-miR-320-002277 2.006619e-02 2.059337e-02 1.026272e+00 0.037413129
## 147 hsa-miR-323-3p-002227 6.047101e-04 7.832379e-04 1.295229e+00 0.373207024
## 148 hsa-miR-324-3p-002161 1.265270e-03 1.518319e-03 1.199996e+00 0.263029733
## 149 hsa-miR-324-5p-000539 3.416374e-04 4.375052e-04 1.280613e+00 0.356834159
## 150 hsa-miR-325-000540 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 151 hsa-miR-326-000542 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 152 hsa-miR-328-000543 1.656729e-03 3.032267e-03 1.830274e+00 0.872059390
## 153 hsa-miR-329-001101 2.477035e-05 5.973684e-05 2.411627e+00 1.270006511
## 154 hsa-miR-330-000544 1.673251e-04 3.429880e-04 2.049830e+00 1.035504582
## 155 hsa-miR-330-5p-002230 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 156 hsa-miR-331-000545 1.378009e-02 2.129449e-02 1.545309e+00 0.627894992
## 157 hsa-miR-331-5p-002233 1.008717e-05 9.400241e-06 9.319008e-01 -0.101751730
## 158 hsa-miR-335-000546 1.723003e-03 1.921316e-03 1.115097e+00 0.157169407
## 159 hsa-miR-337-5p-002156 1.778412e-04 2.025436e-04 1.138901e+00 0.187642415
## 160 hsa-miR-338-3p-002252 2.377099e-06 1.220085e-06 5.132665e-01 -0.962219986
## 161 hsa-miR-339-3p-002184 1.088510e-03 1.043931e-03 9.590460e-01 -0.060328087
## 162 hsa-miR-339-5p-002257 3.112940e-03 3.873780e-03 1.244412e+00 0.315464157
## 163 hsa-miR-33b-002085 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 164 hsa-miR-340-002258 3.140216e-05 4.961281e-05 1.579917e+00 0.659848982
## 165 hsa-miR-342-3p-002260 3.192331e-03 4.064337e-03 1.273157e+00 0.348409885
## 166 hsa-miR-342-5p-002147 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 167 hsa-miR-345-002186 2.521315e-03 2.047291e-03 8.119934e-01 -0.300460114
## 168 hsa-miR-346-000553 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 169 hsa-miR-34a-000426 1.066543e-02 7.603593e-03 7.129195e-01 -0.488188836
## 170 hsa-miR-34c-000428 9.566917e-05 9.463770e-05 9.892184e-01 -0.015639078
## 171 hsa-miR-361-000554 3.287745e-04 5.303568e-04 1.613133e+00 0.689865013
## 172 hsa-miR-362-001273 3.592237e-04 2.947947e-04 8.206437e-01 -0.285172105
## 173 hsa-miR-362-3p-002117 3.264266e-05 2.687865e-05 8.234209e-01 -0.280298067
## 174 hsa-miR-363-001271 1.246140e-05 2.207287e-05 1.771300e+00 0.824808463
## 175 hsa-miR-365-001020 7.609206e-03 9.077444e-03 1.192956e+00 0.254540266
## 176 hsa-miR-367-000555 1.123093e-02 2.239284e-02 1.993853e+00 0.995559333
## 177 hsa-miR-369-3p-000557 2.819020e-06 1.998213e-05 7.088327e+00 2.825445067
## 178 hsa-miR-369-5p-001021 1.691764e-05 1.054283e-05 6.231855e-01 -0.682266524
## 179 hsa-miR-370-002275 3.850705e-03 5.475806e-03 1.422027e+00 0.507948778
## 180 hsa-miR-371-3p-002124 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 181 hsa-miR-372-000560 1.856060e-05 1.083237e-05 5.836220e-01 -0.776893722
## 182 hsa-miR-373-000561 1.697266e-06 4.257064e-06 2.508189e+00 1.326646031
## 183 hsa-miR-374-000563 4.276599e-03 4.738730e-03 1.108061e+00 0.148036655
## 184 hsa-miR-375-000564 1.906605e-05 2.482551e-05 1.302080e+00 0.380817708
## 185 hsa-miR-376a-000565 4.924531e-03 9.289115e-03 1.886295e+00 0.915554957
## 186 hsa-miR-376b-001102 2.563099e-02 1.377008e-02 5.372435e-01 -0.896352096
## 187 hsa-miR-376c-002122 9.443363e-03 1.681934e-02 1.781076e+00 0.832748890
## 188 hsa-miR-377-000566 2.326727e-05 1.745335e-05 7.501244e-01 -0.414798303
## 189 hsa-miR-380-3p-000569 2.682884e-05 4.662936e-05 1.738031e+00 0.797454020
## 190 hsa-miR-381-000571 6.959233e-06 2.182582e-05 3.136239e+00 1.649035696
## 191 hsa-miR-382-000572 6.616579e-03 1.174727e-02 1.775429e+00 0.828167820
## 192 hsa-miR-383-000573 1.272272e-05 1.802695e-05 1.416911e+00 0.502749010
## 193 hsa-miR-384-000574 1.232945e-05 1.220085e-06 9.895699e-02 -3.337054603
## 194 hsa-miR-409-5p-002331 1.036533e-04 1.142616e-04 1.102344e+00 0.140574612
## 195 hsa-miR-410-001274 2.104035e-04 5.446268e-04 2.588488e+00 1.372109442
## 196 hsa-miR-411-001610 3.277631e-03 5.838822e-03 1.781415e+00 0.833023822
## 197 hsa-miR-412-001023 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 198 hsa-miR-422a-002297 7.558659e-05 6.534867e-05 8.645537e-01 -0.209972451
## 199 hsa-miR-423-5p-002340 1.851999e-04 1.739710e-04 9.393689e-01 -0.090236245
## 200 hsa-miR-424-000604 2.991780e-05 2.576480e-05 8.611862e-01 -0.215602941
## 201 hsa-miR-425-5p-001516 1.987509e-03 1.347572e-03 6.780207e-01 -0.560598836
## 202 hsa-miR-429-001024 2.356642e-06 7.277357e-06 3.088019e+00 1.626681708
## 203 hsa-miR-431-001979 1.470146e-02 8.658886e-03 5.889815e-01 -0.763705779
## 204 hsa-miR-433-001028 2.986909e-04 3.811315e-04 1.276006e+00 0.351635428
## 205 hsa-miR-448-001029 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 206 hsa-miR-449-001030 7.853671e-05 2.569319e-05 3.271489e-01 -1.611980873
## 207 hsa-miR-449b-001608 1.359544e-04 5.995955e-05 4.410269e-01 -1.181061576
## 208 hsa-miR-450a-002303 2.746382e-05 2.396792e-05 8.727092e-01 -0.196427118
## 209 hsa-miR-450b-3p-002208 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 210 hsa-miR-450b-5p-002207 1.833489e-04 1.220085e-06 6.654444e-03 -7.231466128
## 211 hsa-miR-452-002329 2.021992e-04 3.851986e-04 1.905045e+00 0.929824972
## 212 hsa-miR-453-002318 1.994559e-06 4.615059e-06 2.313824e+00 1.210278912
## 213 hsa-miR-454-002323 1.736076e-03 2.370238e-03 1.365284e+00 0.449201200
## 214 hsa-miR-455-001280 4.620865e-04 4.705514e-04 1.018319e+00 0.026189317
## 215 hsa-miR-455-3p-002244 1.650690e-03 1.693147e-03 1.025720e+00 0.036637450
## 216 hsa-miR-483-5p-002338 1.302962e-05 3.209576e-05 2.463291e+00 1.300587204
## 217 hsa-miR-484-001821 2.506614e-02 2.041189e-02 8.143210e-01 -0.296330432
## 218 hsa-miR-485-3p-001277 5.927666e-04 7.934285e-04 1.338518e+00 0.420636050
## 219 hsa-miR-485-5p-001036 4.402049e-04 1.080345e-03 2.454187e+00 1.295244897
## 220 hsa-miR-486-001278 4.463964e-03 1.097548e-02 2.458685e+00 1.297886866
## 221 hsa-miR-486-3p-002093 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 222 hsa-miR-487a-001279 9.699816e-05 1.601238e-04 1.650792e+00 0.723158473
## 223 hsa-miR-487b-001285 9.187918e-04 1.581845e-03 1.721658e+00 0.783798780
## 224 hsa-miR-488-002357 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 225 hsa-miR-489-002358 6.500821e-05 9.863529e-05 1.517274e+00 0.601481966
## 226 hsa-miR-490-001037 5.149176e-06 3.697278e-05 7.180329e+00 2.844050034
## 227 hsa-miR-491-3p-002360 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 228 hsa-miR-492-001039 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 229 hsa-miR-493-002364 2.849564e-04 4.790057e-04 1.680979e+00 0.749301679
## 230 hsa-miR-494-002365 2.439836e-03 3.675543e-03 1.506472e+00 0.591173417
## 231 hsa-miR-499-3p-002427 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 232 hsa-miR-500-002428 1.557839e-04 1.460205e-04 9.373270e-01 -0.093375593
## 233 hsa-miR-501-001047 5.923033e-04 4.116824e-04 6.950533e-01 -0.524804447
## 234 hsa-miR-501-3p-002435 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 235 hsa-miR-502-001109 2.346162e-05 5.573403e-05 2.375540e+00 1.248255527
## 236 hsa-miR-502-3p-002083 8.392283e-05 5.318567e-05 6.337450e-01 -0.658025627
## 237 hsa-miR-503-001048 3.655390e-05 3.720113e-05 1.017706e+00 0.025321354
## 238 hsa-miR-504-002084 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 239 hsa-miR-505-002089 1.290358e-04 2.300930e-04 1.783173e+00 0.834446518
## 240 hsa-miR-506-001050 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 241 hsa-miR-507-001051 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 242 hsa-miR-508-001052 1.804753e-06 3.321077e-06 1.840183e+00 0.879849326
## 243 hsa-miR-508-5p-002092 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 244 hsa-miR-509-3-5p-002155 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 245 hsa-miR-509-5p-002235 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 246 hsa-miR-510-002241 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 247 hsa-miR-511-001111 3.625215e-04 1.046245e-03 2.886023e+00 1.529082653
## 248 hsa-miR-512-3p-001823 1.855712e-04 1.061946e-04 5.722582e-01 -0.805261950
## 249 hsa-miR-512-5p-001145 1.124104e-06 1.220085e-06 1.085385e+00 0.118206942
## 250 hsa-miR-513-5p-002090 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 251 hsa-miR-515-3p-002369 1.250987e-03 1.252552e-03 1.001250e+00 0.001802848
## 252 hsa-miR-515-5p-001112 1.113319e-06 1.300331e-06 1.167977e+00 0.224012398
## 253 hsa-miR-516a-5p-002416 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 254 hsa-miR-516b-001150 5.890077e-06 4.943810e-06 8.393456e-01 -0.252663126
## 255 hsa-miR-517a-002402 9.841591e-05 5.349501e-05 5.435606e-01 -0.879487278
## 256 hsa-miR-517b-001152 1.113319e-06 7.211851e-06 6.477795e+00 2.695502906
## 257 hsa-miR-517c-001153 8.563837e-05 7.988558e-05 9.328246e-01 -0.100322332
## 258 hsa-miR-518a-3p-002397 9.986171e-06 6.784016e-06 6.793411e-01 -0.557792044
## 259 hsa-miR-518a-5p-002396 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 260 hsa-miR-518b-001156 4.927528e-05 1.908788e-04 3.873723e+00 1.953720837
## 261 hsa-miR-518c-002401 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 262 hsa-miR-518d-001159 4.172429e-06 7.355474e-06 1.762876e+00 0.817930888
## 263 hsa-miR-518d-5p-002389 6.548868e-02 2.609142e-02 3.984112e-01 -1.327670012
## 264 hsa-miR-518e-002395 1.911001e-05 8.590351e-06 4.495210e-01 -1.153539563
## 265 hsa-miR-518f-002388 2.050200e-05 1.769280e-05 8.629793e-01 -0.212602109
## 266 hsa-miR-519a-002415 5.365736e-05 3.315702e-05 6.179399e-01 -0.694461527
## 267 hsa-miR-519c-001163 2.492327e-06 1.220085e-06 4.895366e-01 -1.030511494
## 268 hsa-miR-519d-002403 3.084810e-05 2.299162e-05 7.453172e-01 -0.424073482
## 269 hsa-miR-519e-002370 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 270 hsa-miR-520a#-001168 4.300339e-06 1.220085e-06 2.837184e-01 -1.817468241
## 271 hsa-miR-520a-001167 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 272 hsa-miR-520b-001116 3.546635e-06 7.346583e-06 2.071424e+00 1.050622676
## 273 hsa-miR-520d-5p-002393 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 274 hsa-miR-520e-001119 1.113319e-06 9.163317e-05 8.230632e+01 6.362931377
## 275 hsa-miR-520f-001120 1.113319e-06 3.759437e-06 3.376784e+00 1.755649957
## 276 hsa-miR-520g-001121 5.006405e-05 1.490186e-05 2.976559e-01 -1.748282788
## 277 hsa-miR-521-001122 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 278 hsa-miR-522-002413 1.298722e-05 1.436338e-05 1.105962e+00 0.145302107
## 279 hsa-miR-523-002386 6.492716e-04 1.646419e-03 2.535794e+00 1.342437834
## 280 hsa-miR-524-5p-001982 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 281 hsa-miR-525-001174 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 282 hsa-miR-525-3p-002385 5.665072e-06 1.963353e-06 3.465716e-01 -1.528774471
## 283 hsa-miR-526b-002382 6.590259e-06 2.244252e-06 3.405407e-01 -1.554100708
## 284 hsa-miR-532-001518 2.791691e-03 2.684388e-03 9.615634e-01 -0.056546055
## 285 hsa-miR-532-3p-002355 3.751986e-04 4.827417e-04 1.286630e+00 0.363597090
## 286 hsa-miR-539-001286 2.469100e-03 5.793979e-03 2.346595e+00 1.230568998
## 287 hsa-miR-541-002201 1.716957e-05 3.553418e-05 2.069602e+00 1.049353537
## 288 hsa-miR-542-3p-001284 5.618388e-06 7.738291e-06 1.377315e+00 0.461858593
## 289 hsa-miR-542-5p-002240 3.455165e-06 3.326331e-06 9.627125e-01 -0.054823049
## 290 hsa-miR-544-002265 1.558006e-06 1.232863e-06 7.913078e-01 -0.337689103
## 291 hsa-miR-545-002267 1.452242e-06 1.946790e-06 1.340541e+00 0.422815553
## 292 hsa-miR-548a-001538 2.622192e-06 1.220085e-06 4.652922e-01 -1.103791125
## 293 hsa-miR-548a-5p-002412 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 294 hsa-miR-548b-001541 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 295 hsa-miR-548b-5p-002408 1.415553e-05 1.038295e-05 7.334905e-01 -0.447149725
## 296 hsa-miR-548c-001590 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 297 hsa-miR-548c-5p-002429 3.872955e-06 1.832163e-06 4.730659e-01 -1.079887016
## 298 hsa-miR-548d-001605 2.764661e-05 1.940046e-06 7.017302e-02 -3.832939670
## 299 hsa-miR-548d-5p-002237 1.082231e-05 2.953399e-06 2.728991e-01 -1.873560713
## 300 hsa-miR-551b-001535 1.522184e-05 1.752448e-05 1.151272e+00 0.203228537
## 301 hsa-miR-556-3p-002345 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 302 hsa-miR-556-5p-002344 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 303 hsa-miR-561-001528 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 304 hsa-miR-570-002347 3.324252e-06 1.220085e-06 3.670255e-01 -1.446047704
## 305 hsa-miR-574-3p-002349 1.986129e-02 4.589151e-02 2.310600e+00 1.208267659
## 306 hsa-miR-576-3p-002351 5.995882e-05 4.810164e-05 8.022445e-01 -0.317886113
## 307 hsa-miR-576-5p-002350 1.860189e-05 1.322000e-05 7.106808e-01 -0.492726455
## 308 hsa-miR-579-002398 7.477902e-05 6.970456e-05 9.321406e-01 -0.101380521
## 309 hsa-miR-582-3p-002399 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 310 hsa-miR-582-5p-001983 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 311 hsa-miR-589-002409 2.330712e-05 2.814967e-05 1.207771e+00 0.272347115
## 312 hsa-miR-590-5p-001984 1.442121e-03 1.303298e-03 9.037369e-01 -0.146025285
## 313 hsa-miR-597-001551 2.521571e-05 2.836104e-05 1.124737e+00 0.169587636
## 314 hsa-miR-598-001988 3.736097e-04 6.914940e-04 1.850846e+00 0.888184803
## 315 hsa-miR-615-5p-002353 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 316 hsa-miR-616-002414 5.353315e-05 4.127526e-05 7.710223e-01 -0.375155425
## 317 hsa-miR-618-001593 1.279049e-04 1.030913e-04 8.060000e-01 -0.311148216
## 318 hsa-miR-624-002430 1.494592e-05 1.220085e-06 8.163336e-02 -3.614697329
## 319 hsa-miR-625-002431 1.582679e-04 5.899024e-05 3.727239e-01 -1.423820667
## 320 hsa-miR-627-001560 2.124926e-06 3.990878e-06 1.878125e+00 0.909293466
## 321 hsa-miR-628-5p-002433 1.447372e-04 4.505505e-04 3.112887e+00 1.638253016
## 322 hsa-miR-629-002436 2.762487e-05 2.144790e-05 7.763981e-01 -0.365131541
## 323 hsa-miR-636-002088 7.471521e-05 5.420566e-05 7.254969e-01 -0.462958586
## 324 hsa-miR-642-001592 9.102159e-05 9.760878e-05 1.072370e+00 0.100802159
## 325 hsa-miR-651-001604 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 326 hsa-miR-652-002352 4.925494e-04 3.373312e-04 6.848678e-01 -0.546102645
## 327 hsa-miR-653-002292 1.113319e-06 1.508831e-06 1.355256e+00 0.438564928
## 328 hsa-miR-654-001611 4.103673e-04 1.073716e-03 2.616476e+00 1.387624857
## 329 hsa-miR-654-3p-002239 3.405333e-05 1.168125e-04 3.430281e+00 1.778326825
## 330 hsa-miR-655-001612 4.932086e-04 1.000630e-03 2.028816e+00 1.020638148
## 331 hsa-miR-660-001515 1.234216e-03 1.409233e-03 1.141804e+00 0.191315404
## 332 hsa-miR-671-3p-002322 1.024943e-03 7.364802e-04 7.185575e-01 -0.476824400
## 333 hsa-miR-672-002327 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 334 hsa-miR-674-002021 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 335 hsa-miR-708-002341 1.207291e-03 1.183563e-03 9.803463e-01 -0.028636598
## 336 hsa-miR-744-002324 1.620595e-03 3.246413e-03 2.003222e+00 1.002322509
## 337 hsa-miR-758-001990 1.716533e-04 2.940137e-04 1.712835e+00 0.776386361
## 338 hsa-miR-871-002354 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 339 hsa-miR-872-002264 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 340 hsa-miR-873-002356 1.113319e-06 1.832955e-06 1.646388e+00 0.719304498
## 341 hsa-miR-875-3p-002204 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 342 hsa-miR-876-3p-002225 3.292857e-06 1.220085e-06 3.705249e-01 -1.432357679
## 343 hsa-miR-876-5p-002205 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 344 hsa-miR-885-3p-002372 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 345 hsa-miR-885-5p-002296 1.997082e-05 1.791560e-05 8.970891e-01 -0.156676804
## 346 hsa-miR-886-3p-002194 2.153793e-03 1.722886e-03 7.999314e-01 -0.322051835
## 347 hsa-miR-886-5p-002193 2.971253e-04 3.157829e-04 1.062794e+00 0.087861735
## 348 hsa-miR-887-002374 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 349 hsa-miR-888-002212 1.172847e-01 1.239761e-01 1.057053e+00 0.080047527
## 350 hsa-miR-889-002202 2.657208e-04 4.461779e-04 1.679123e+00 0.747707943
## 351 hsa-miR-890-002209 1.650194e-03 1.163444e-03 7.050345e-01 -0.504234204
## 352 hsa-miR-891a-002191 1.024474e-05 3.972844e-06 3.877934e-01 -1.366639836
## 353 hsa-miR-891b-002210 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 354 hsa-miR-892a-002195 1.113319e-06 1.220085e-06 1.095899e+00 0.132115339
## 355 hsa-miR-9-000583 2.653678e-02 1.300463e-02 4.900606e-01 -1.028967918
## 356 hsa-miR-92a-000431 1.798639e-02 7.939075e-03 4.413934e-01 -1.179863046
## 357 hsa-miR-95-000433 4.816179e-06 3.004938e-05 6.239258e+00 2.641374456
## 358 hsa-miR-98-000577 1.113319e-06 1.909133e-06 1.714812e+00 0.778050721
## 359 hsa-miR-99a-000435 4.390855e-01 5.584689e-01 1.271891e+00 0.346974860
## 360 hsa-miR-99b-000436 3.717849e-02 3.232857e-02 8.695503e-01 -0.201658543#Ahora para graficar Graficar
V_plot <- ggplot(mapping= aes(x= foldchange$LFC,
y= Pvalue$LPV))+
geom_point()
V_plot