V-plot
Samantha Alvarez
2025-02-28
install.packages("pacman")## Installing package into '/cloud/lib/x86_64-pc-linux-gnu-library/4.4'
## (as 'lib' is unspecified)library("pacman")
p_load("readr",
"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")
head(Referencia)## 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 RNU44-001094 Control 17.2530 16.8649 16.8359 17.6667 17.3156 16.7527
## 3 RNU48-001006 Control 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 promedios de los controles y tratamientos para la estadÃstica, el signo de pesos es para seleccionar la columna entera
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 colmna de Genes restando la columna correspondiente del gen de resistencia mutate para crear columna generaremos una nueva base de datos a partir de la de Genes
Analisis <- Genes %>%
mutate(A = 2^-(Cx1-Mean_Cx1),
B = 2^-(Cx1-Mean_Cx2),
C = 2^-(Cx1-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 2.234197e-02 2.642230e-02 3.700165e-02
## 3 hsa-let-7b-002619 1.274968e-01 9.846126e-02 1.164433e-01 1.616150e-01
## 4 hsa-let-7c-000379 8.998706e-03 6.949380e-03 8.218552e-03 6.403309e-03
## 5 hsa-let-7d-002283 8.932213e-03 6.898029e-03 8.157823e-03 1.229856e-02
## 6 hsa-let-7e-002406 1.666777e-01 1.287193e-01 1.522274e-01 1.912900e-01
## 7 hsa-let-7f-000382 1.904639e-03 1.470885e-03 1.739514e-03 3.575928e-03
## 8 hsa-let-7g-002282 9.633884e-03 7.439905e-03 8.798663e-03 9.859521e-03
## 9 hsa-miR-1-002222 1.503864e-05 1.161380e-05 1.373484e-05 5.993929e-06
## 10 hsa-miR-100-000437 2.869425e-01 2.215954e-01 2.620656e-01 4.100675e-01
## 11 hsa-miR-101-002253 9.359126e-05 7.227719e-05 8.547725e-05 9.628919e-05
## 12 hsa-miR-103-000439 4.719446e-03 3.644660e-03 4.310288e-03 5.005512e-03
## 13 hsa-miR-105-002167 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 14 hsa-miR-106a-002169 1.689609e-02 1.304825e-02 1.543126e-02 2.477336e-02
## 15 hsa-miR-106b-000442 2.599470e-03 2.007478e-03 2.374106e-03 3.497727e-03
## 16 hsa-miR-107-000443 1.873383e-04 1.446747e-04 1.710968e-04 2.030374e-04
## 17 hsa-miR-10a-000387 1.731734e-03 1.337357e-03 1.581599e-03 6.502604e-03
## 18 hsa-miR-10b-002218 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 19 hsa-miR-122-002245 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 20 hsa-miR-125a-3p-002199 9.549822e-05 7.374987e-05 8.721888e-05 8.087948e-05
## 21 hsa-miR-125a-5p-002198 5.893063e-03 4.551002e-03 5.382156e-03 6.106381e-03
## 22 hsa-miR-125b-000449 2.088492e-01 1.612868e-01 1.907427e-01 1.983380e-01
## 23 hsa-miR-126-002228 6.593834e-03 5.092183e-03 6.022174e-03 6.102150e-03
## 24 hsa-miR-127-000452 4.151664e-02 3.206182e-02 3.791730e-02 5.340925e-02
## 25 hsa-miR-127-5p-002229 3.907923e-06 3.017949e-06 3.569120e-06 7.956323e-06
## 26 hsa-miR-128a-002216 4.237301e-04 3.272317e-04 3.869943e-04 4.284556e-04
## 27 hsa-miR-129-000590 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 28 hsa-miR-130a-000454 2.003910e-03 1.547548e-03 1.830178e-03 4.022013e-03
## 29 hsa-miR-130b-000456 1.140778e-03 8.809819e-04 1.041877e-03 1.532108e-03
## 30 hsa-miR-132-000457 3.664757e-03 2.830161e-03 3.347037e-03 7.023147e-03
## 31 hsa-miR-133a-002246 1.168733e-04 9.025710e-05 1.067408e-04 9.632256e-05
## 32 hsa-miR-133b-002247 4.745637e-06 3.664887e-06 4.334209e-06 1.471515e-06
## 33 hsa-miR-135a-000460 1.831089e-06 1.414085e-06 1.672340e-06 1.213163e-05
## 34 hsa-miR-135b-002261 5.030751e-05 3.885070e-05 4.594604e-05 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 8.811480e-03 1.042073e-02 1.497535e-02
## 37 hsa-miR-139-3p-002313 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 38 hsa-miR-139-5p-002289 4.130584e-04 3.189903e-04 3.772478e-04 4.996596e-04
## 39 hsa-miR-140-3p-002234 9.947581e-04 7.682162e-04 9.085163e-04 3.834785e-04
## 40 hsa-miR-141-000463 1.243668e-06 9.604408e-07 1.135847e-06 3.015510e-06
## 41 hsa-miR-142-3p-000464 2.087971e-06 1.612466e-06 1.906952e-06 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 1.904558e-02 2.252389e-02 2.600501e-02
## 44 hsa-miR-145-002278 3.371432e-01 2.603637e-01 3.079141e-01 3.124145e-01
## 45 hsa-miR-146a-000468 5.821091e-02 4.495421e-02 5.316424e-02 4.838599e-02
## 46 hsa-miR-146b-001097 2.212562e-03 1.708682e-03 2.020741e-03 1.907678e-03
## 47 hsa-miR-146b-3p-002361 2.988815e-05 2.308156e-05 2.729696e-05 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 5.690552e-06 6.729823e-06 2.697595e-05
## 51 hsa-miR-148b-000471 1.577148e-03 1.217975e-03 1.440415e-03 1.913770e-03
## 52 hsa-miR-149-002255 1.036263e-02 8.002686e-03 9.464224e-03 1.078547e-02
## 53 hsa-miR-150-000473 1.477209e-05 1.140796e-05 1.349140e-05 2.505631e-05
## 54 hsa-miR-152-000475 1.066356e-02 8.235089e-03 9.739072e-03 1.235410e-02
## 55 hsa-miR-154-000477 3.578547e-05 2.763584e-05 3.268300e-05 7.270597e-05
## 56 hsa-miR-155-002623 1.144579e-03 8.839179e-04 1.045349e-03 8.978944e-04
## 57 hsa-miR-15a-000389 6.332371e-04 4.890264e-04 5.783378e-04 7.037903e-04
## 58 hsa-miR-15b-000390 7.667295e-03 5.921178e-03 7.002569e-03 8.294285e-03
## 59 hsa-miR-16-000391 2.469621e-02 1.907200e-02 2.255514e-02 2.655143e-02
## 60 hsa-miR-17-002308 1.826130e-02 1.410255e-02 1.667811e-02 2.676949e-02
## 61 hsa-miR-181a-000480 9.495985e-03 7.333410e-03 8.672719e-03 9.117369e-03
## 62 hsa-miR-181c-000482 3.473875e-04 2.682750e-04 3.172703e-04 5.581859e-04
## 63 hsa-miR-182-002334 3.858130e-06 2.979497e-06 3.523645e-06 1.471515e-06
## 64 hsa-miR-183-002269 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 65 hsa-miR-184-000485 1.339269e-04 1.034270e-04 1.223159e-04 1.928054e-04
## 66 hsa-miR-185-002271 4.499753e-04 3.474999e-04 4.109641e-04 4.713000e-04
## 67 hsa-miR-186-002285 6.935240e-04 5.355838e-04 6.333980e-04 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 3.353139e-04 3.965526e-04 4.098925e-04
## 70 hsa-miR-18b-002217 9.170152e-04 7.081782e-04 8.375135e-04 7.025231e-04
## 71 hsa-miR-190-000489 7.267212e-06 5.612208e-06 6.637172e-06 3.898378e-05
## 72 hsa-miR-191-002299 4.295093e-02 3.316948e-02 3.922725e-02 4.863819e-02
## 73 hsa-miR-192-000491 1.340476e-04 1.035202e-04 1.224262e-04 3.782777e-04
## 74 hsa-miR-193a-3p-002250 8.062358e-06 6.226272e-06 7.363382e-06 5.894633e-06
## 75 hsa-miR-193a-5p-002281 6.860043e-03 5.297767e-03 6.265303e-03 6.174480e-03
## 76 hsa-miR-193b-002367 7.114141e-02 5.493997e-02 6.497371e-02 6.955188e-02
## 77 hsa-miR-194-000493 1.674286e-04 1.292991e-04 1.529131e-04 2.039119e-04
## 78 hsa-miR-195-000494 8.957808e-04 6.917796e-04 8.181199e-04 2.169132e-03
## 79 hsa-miR-196b-002215 3.925025e-06 3.031157e-06 3.584740e-06 5.809854e-06
## 80 hsa-miR-197-000497 1.086953e-02 8.394150e-03 9.927182e-03 1.174616e-02
## 81 hsa-miR-198-002273 1.142326e-05 8.821773e-06 1.043290e-05 1.218557e-05
## 82 hsa-miR-199a-000498 1.677655e-04 1.295593e-04 1.532208e-04 2.086154e-04
## 83 hsa-miR-199a-3p-002304 5.285315e-02 4.081661e-02 4.827098e-02 4.899008e-02
## 84 hsa-miR-199b-000500 1.906298e-05 1.472166e-05 1.741029e-05 5.683083e-05
## 85 hsa-miR-19a-000395 3.283917e-03 2.536052e-03 2.999214e-03 3.325376e-03
## 86 hsa-miR-19b-000396 8.107682e-02 6.261274e-02 7.404776e-02 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 7.183767e-05 8.495745e-05 9.151916e-05
## 89 hsa-miR-200c-002300 5.408190e-04 4.176552e-04 4.939320e-04 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 1.303274e-05 1.541292e-05 2.345465e-05
## 92 hsa-miR-204-000508 2.432679e-04 1.878671e-04 2.221774e-04 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 6.942640e-03 8.210581e-03 1.280484e-02
## 97 hsa-miR-20b-001014 1.097117e-03 8.472645e-04 1.002001e-03 1.555866e-03
## 98 hsa-miR-21-000397 1.566844e-01 1.210018e-01 1.431004e-01 1.727471e-01
## 99 hsa-miR-210-000512 2.885893e-03 2.228672e-03 2.635697e-03 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 2.728697e-04 3.227042e-04 5.717743e-04
## 102 hsa-miR-214-002306 2.599420e-02 2.007439e-02 2.374060e-02 2.452052e-02
## 103 hsa-miR-215-000518 1.243668e-06 9.604408e-07 1.135847e-06 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 1.135847e-06 1.471515e-06
## 106 hsa-miR-217-002337 2.380067e-06 1.838041e-06 2.173724e-06 5.469094e-06
## 107 hsa-miR-218-000521 3.405856e-03 2.630221e-03 3.110581e-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 2.508228e-06 2.966308e-06 2.408111e-06
## 110 hsa-miR-219-2-3p-002390 1.807958e-01 1.396222e-01 1.651215e-01 1.471515e-06
## 111 hsa-miR-22-000398 1.513711e-02 1.168985e-02 1.382478e-02 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 4.701288e-02 5.559889e-02 6.468762e-02
## 116 hsa-miR-222-002276 2.259747e-01 1.745122e-01 2.063836e-01 3.985226e-01
## 117 hsa-miR-223-002295 8.990952e-05 6.943391e-05 8.211470e-05 9.665697e-05
## 118 hsa-miR-224-002099 1.720249e-03 1.328487e-03 1.571110e-03 1.500785e-03
## 119 hsa-miR-23a-000399 1.506906e-02 1.163730e-02 1.376263e-02 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 1.018962e+00 1.205056e+00 1.748519e+00
## 122 hsa-miR-25-000403 6.049625e-04 4.671910e-04 5.525145e-04 1.109891e-03
## 123 hsa-miR-26a-000405 1.932126e-02 1.492112e-02 1.764618e-02 2.518020e-02
## 124 hsa-miR-26b-000407 8.694757e-04 6.714651e-04 7.940954e-04 5.212291e-03
## 125 hsa-miR-27a-000408 2.400591e-02 1.853891e-02 2.192469e-02 2.693141e-02
## 126 hsa-miR-27b-000409 6.324790e-03 4.884410e-03 5.776455e-03 6.139059e-03
## 127 hsa-miR-28-000411 2.638865e-03 2.037901e-03 2.410085e-03 3.079759e-03
## 128 hsa-miR-28-3p-002446 2.662198e-03 2.055920e-03 2.431395e-03 3.835242e-03
## 129 hsa-miR-296-000527 8.977699e-04 6.933157e-04 8.199366e-04 1.546190e-03
## 130 hsa-miR-296-3p-002101 8.633239e-06 6.667143e-06 7.884769e-06 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 1.382915e-04 1.635478e-04 2.331318e-04
## 134 hsa-miR-29a-002112 1.877954e-01 1.450277e-01 1.715142e-01 2.027022e-01
## 135 hsa-miR-29b-000413 2.677981e-04 2.068109e-04 2.445810e-04 3.207270e-04
## 136 hsa-miR-29c-000587 1.139693e-04 8.801445e-05 1.040886e-04 1.862729e-03
## 137 hsa-miR-301-000528 6.816096e-04 5.263828e-04 6.225166e-04 7.011610e-04
## 138 hsa-miR-301b-002392 1.569684e-05 1.212211e-05 1.433598e-05 2.245869e-05
## 139 hsa-miR-302a-000529 4.037734e-04 3.118198e-04 3.687677e-04 5.183210e-04
## 140 hsa-miR-302b-000531 4.661666e-04 3.600039e-04 4.257517e-04 2.550036e-03
## 141 hsa-miR-302c-000533 3.686341e-02 2.846830e-02 3.366749e-02 4.175328e-02
## 142 hsa-miR-30b-000602 4.279047e-02 3.304555e-02 3.908070e-02 4.954672e-02
## 143 hsa-miR-30c-000419 6.626695e-02 5.117560e-02 6.052185e-02 6.681581e-02
## 144 hsa-miR-31-002279 1.674420e-01 1.293095e-01 1.529254e-01 1.966134e-01
## 145 hsa-miR-32-002109 7.432265e-06 5.739673e-06 6.787915e-06 5.366576e-06
## 146 hsa-miR-320-002277 1.997492e-02 1.542592e-02 1.824317e-02 2.473047e-02
## 147 hsa-miR-323-3p-002227 1.750683e-03 1.351990e-03 1.598905e-03 1.508503e-03
## 148 hsa-miR-324-3p-002161 1.888339e-03 1.458297e-03 1.724627e-03 1.943851e-03
## 149 hsa-miR-324-5p-000539 7.146049e-04 5.518638e-04 6.526513e-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 2.564512e-03 3.032871e-03 4.694975e-03
## 153 hsa-miR-329-001101 5.818204e-05 4.493191e-05 5.313787e-05 1.001141e-04
## 154 hsa-miR-330-000544 4.011789e-04 3.098162e-04 3.663982e-04 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 2.702615e-02 3.196197e-02 3.669007e-02
## 157 hsa-miR-331-5p-002233 1.022481e-05 7.896255e-06 9.338356e-06 1.400046e-05
## 158 hsa-miR-335-000546 2.148631e-03 1.659311e-03 1.962353e-03 2.948574e-03
## 159 hsa-miR-337-5p-002156 5.246101e-04 4.051377e-04 4.791284e-04 4.644250e-04
## 160 hsa-miR-338-3p-002252 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 161 hsa-miR-339-3p-002184 1.004389e-03 7.756535e-04 9.173119e-04 9.896687e-04
## 162 hsa-miR-339-5p-002257 4.228124e-03 3.265229e-03 3.861561e-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 7.098629e-05 8.395059e-05 9.541220e-05
## 165 hsa-miR-342-3p-002260 6.361282e-03 4.912592e-03 5.809783e-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 1.456075e-03 1.721999e-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 6.736430e-03 7.966711e-03 8.900693e-03
## 170 hsa-miR-34c-000428 1.729729e-04 1.335808e-04 1.579768e-04 2.021667e-04
## 171 hsa-miR-361-000554 3.787237e-04 2.924748e-04 3.458898e-04 5.450716e-04
## 172 hsa-miR-362-001273 3.970844e-04 3.066541e-04 3.626587e-04 3.879433e-04
## 173 hsa-miR-362-3p-002117 4.821138e-05 3.723193e-05 4.403164e-05 5.225517e-05
## 174 hsa-miR-363-001271 3.528791e-05 2.725159e-05 3.222858e-05 4.809456e-05
## 175 hsa-miR-365-001020 1.783226e-02 1.377122e-02 1.628627e-02 1.216123e-02
## 176 hsa-miR-367-000555 1.673756e-02 1.292582e-02 1.528648e-02 3.147900e-02
## 177 hsa-miR-369-3p-000557 6.360772e-06 4.912198e-06 5.809317e-06 4.095029e-05
## 178 hsa-miR-369-5p-001021 3.746579e-05 2.893349e-05 3.421765e-05 2.207592e-05
## 179 hsa-miR-370-002275 1.128487e-02 8.714901e-03 1.030651e-02 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 1.569539e-05 1.856185e-05 1.002341e-05
## 182 hsa-miR-373-000561 2.995511e-06 2.313326e-06 2.735811e-06 1.058245e-05
## 183 hsa-miR-374-000563 7.594303e-03 5.864810e-03 6.935906e-03 1.585038e-03
## 184 hsa-miR-375-000564 2.530990e-06 1.954593e-06 2.311563e-06 8.118436e-06
## 185 hsa-miR-376a-000565 1.327940e-02 1.025520e-02 1.212812e-02 1.857020e-02
## 186 hsa-miR-376b-001102 1.722244e-02 1.330028e-02 1.572932e-02 1.247543e-02
## 187 hsa-miR-376c-002122 2.587196e-02 1.997999e-02 2.362896e-02 2.609529e-02
## 188 hsa-miR-377-000566 6.770554e-05 5.228657e-05 6.183572e-05 1.471515e-06
## 189 hsa-miR-380-3p-000569 7.839023e-05 6.053798e-05 7.159409e-05 1.067359e-04
## 190 hsa-miR-381-000571 1.730722e-05 1.336575e-05 1.580675e-05 4.894542e-05
## 191 hsa-miR-382-000572 1.855605e-02 1.433017e-02 1.694731e-02 1.704785e-02
## 192 hsa-miR-383-000573 3.607186e-05 2.785701e-05 3.294456e-05 5.055921e-05
## 193 hsa-miR-384-000574 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 194 hsa-miR-409-5p-002331 2.805282e-04 2.166419e-04 2.562074e-04 2.032909e-04
## 195 hsa-miR-410-001274 6.110311e-04 4.718775e-04 5.580570e-04 1.071712e-03
## 196 hsa-miR-411-001610 9.105370e-03 7.031752e-03 8.315968e-03 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 4.522563e-05 5.348523e-05 6.611024e-05
## 199 hsa-miR-423-5p-002340 2.081821e-04 1.607716e-04 1.901335e-04 1.909964e-04
## 200 hsa-miR-424-000604 1.633735e-05 1.261675e-05 1.492096e-05 2.826808e-05
## 201 hsa-miR-425-5p-001516 7.616065e-04 5.881615e-04 6.955780e-04 8.757662e-04
## 202 hsa-miR-429-001024 4.973639e-06 3.840964e-06 4.542443e-06 6.606572e-06
## 203 hsa-miR-431-001979 5.622133e-03 4.341773e-03 5.134715e-03 6.242473e-03
## 204 hsa-miR-433-001028 6.530284e-04 5.043105e-04 5.964133e-04 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 1.684556e-06 1.992208e-06 1.533366e-06
## 207 hsa-miR-449b-001608 2.550539e-06 1.969690e-06 2.329416e-06 2.247115e-05
## 208 hsa-miR-450a-002303 3.620462e-05 2.795954e-05 3.306582e-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 4.231627e-04 5.004453e-04 1.471515e-06
## 211 hsa-miR-452-002329 6.045014e-04 4.668349e-04 5.520934e-04 7.556644e-04
## 212 hsa-miR-453-002318 3.887390e-06 3.002093e-06 3.550368e-06 8.779884e-06
## 213 hsa-miR-454-002323 2.327236e-03 1.797242e-03 2.125474e-03 3.691783e-03
## 214 hsa-miR-455-001280 7.314938e-04 5.649066e-04 6.680761e-04 7.600244e-04
## 215 hsa-miR-455-3p-002244 1.199487e-03 9.263211e-04 1.095496e-03 1.533489e-03
## 216 hsa-miR-483-5p-002338 1.085887e-05 8.385917e-06 9.917446e-06 2.424309e-05
## 217 hsa-miR-484-001821 2.792562e-02 2.156596e-02 2.550458e-02 3.116420e-02
## 218 hsa-miR-485-3p-001277 1.680765e-03 1.297995e-03 1.535049e-03 1.796909e-03
## 219 hsa-miR-485-5p-001036 1.318518e-03 1.018245e-03 1.204208e-03 2.386701e-03
## 220 hsa-miR-486-001278 1.253437e-02 9.679847e-03 1.144769e-02 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 2.112004e-04 2.497721e-04 3.692878e-04
## 223 hsa-miR-487b-001285 2.652068e-03 2.048097e-03 2.422143e-03 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 4.533234e-05 5.361142e-05 9.766718e-05
## 226 hsa-miR-490-001037 1.335124e-05 1.031069e-05 1.219374e-05 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 6.472452e-04 7.654522e-04 8.921867e-04
## 230 hsa-miR-494-002365 6.726321e-03 5.194498e-03 6.143174e-03 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 1.277048e-04 1.510276e-04 1.895326e-04
## 233 hsa-miR-501-001047 4.098073e-04 3.164796e-04 3.742786e-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 1.572043e-05 1.859147e-05 8.602606e-05
## 236 hsa-miR-502-3p-002083 8.337263e-05 6.438571e-05 7.614453e-05 4.912215e-05
## 237 hsa-miR-503-001048 4.014371e-05 3.100155e-05 3.666340e-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 1.931354e-04 2.284079e-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 2.562352e-06 3.030317e-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 8.382685e-04 9.913623e-04 2.252641e-03
## 248 hsa-miR-512-3p-001823 4.320511e-06 3.336576e-06 3.945939e-06 6.580978e-06
## 249 hsa-miR-512-5p-001145 1.243668e-06 9.604408e-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 7.628569e-04 9.021782e-04 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 9.604408e-07 1.135847e-06 1.471515e-06
## 255 hsa-miR-517a-002402 1.985362e-06 1.533224e-06 1.813238e-06 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 6.249620e-06 7.390995e-06 2.574646e-05
## 258 hsa-miR-518a-3p-002397 1.243668e-06 9.604408e-07 1.135847e-06 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 9.604408e-07 1.135847e-06 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 9.604408e-07 1.135847e-06 1.471515e-06
## 263 hsa-miR-518d-5p-002389 1.276914e-01 9.861152e-02 1.166210e-01 1.471515e-06
## 264 hsa-miR-518e-002395 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 265 hsa-miR-518f-002388 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 266 hsa-miR-519a-002415 3.885235e-06 3.000429e-06 3.548400e-06 5.886875e-06
## 267 hsa-miR-519c-001163 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 268 hsa-miR-519d-002403 1.243668e-06 9.604408e-07 1.135847e-06 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 9.604408e-07 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 9.604408e-07 1.135847e-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 9.604408e-07 1.135847e-06 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 9.604408e-07 1.135847e-06 1.076221e-05
## 279 hsa-miR-523-002386 3.891282e-04 3.005099e-04 3.553923e-04 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 9.604408e-07 1.135847e-06 1.471515e-06
## 283 hsa-miR-526b-002382 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 284 hsa-miR-532-001518 3.212993e-03 2.481280e-03 2.934438e-03 3.054672e-03
## 285 hsa-miR-532-3p-002355 4.543316e-04 3.508641e-04 4.149428e-04 3.907229e-04
## 286 hsa-miR-539-001286 7.069056e-03 5.459180e-03 6.456196e-03 7.211091e-03
## 287 hsa-miR-541-002201 4.941242e-05 3.815945e-05 4.512855e-05 5.075232e-05
## 288 hsa-miR-542-3p-001284 3.879315e-06 2.995857e-06 3.542993e-06 1.022906e-05
## 289 hsa-miR-542-5p-002240 4.965028e-06 3.834314e-06 4.534579e-06 3.722062e-06
## 290 hsa-miR-544-002265 2.577731e-06 1.990690e-06 2.354252e-06 1.509847e-06
## 291 hsa-miR-545-002267 2.260437e-06 1.745655e-06 2.064466e-06 2.993227e-06
## 292 hsa-miR-548a-001538 5.305916e-06 4.097570e-06 4.845913e-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 2.535146e-06 2.998142e-06 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 1.956084e-06 2.313326e-06 1.471515e-06
## 298 hsa-miR-548d-001605 6.968624e-05 5.381620e-05 6.364470e-05 1.471515e-06
## 299 hsa-miR-548d-5p-002237 6.553665e-06 5.061162e-06 5.985487e-06 2.293581e-06
## 300 hsa-miR-551b-001535 3.202667e-05 2.473306e-05 2.925008e-05 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 9.604408e-07 1.135847e-06 1.471515e-06
## 305 hsa-miR-574-3p-002349 4.991210e-02 3.854533e-02 4.558491e-02 5.210745e-02
## 306 hsa-miR-576-3p-002351 4.758391e-05 3.674736e-05 4.345856e-05 5.738103e-05
## 307 hsa-miR-576-5p-002350 5.370937e-05 4.147783e-05 4.905297e-05 1.471515e-06
## 308 hsa-miR-579-002398 8.132358e-05 6.280330e-05 7.427314e-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 2.676858e-05 3.165735e-05 1.429959e-05
## 312 hsa-miR-590-5p-001984 3.297896e-04 2.546847e-04 3.011980e-04 7.533633e-04
## 313 hsa-miR-597-001551 1.885404e-05 1.456030e-05 1.721947e-05 4.578496e-05
## 314 hsa-miR-598-001988 8.456998e-04 6.531038e-04 7.723808e-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 2.677043e-05 3.165954e-05 1.176396e-05
## 317 hsa-miR-618-001593 1.952125e-04 1.507557e-04 1.782883e-04 9.481884e-05
## 318 hsa-miR-624-002430 1.243668e-06 9.604408e-07 1.135847e-06 1.471515e-06
## 319 hsa-miR-625-002431 2.606247e-05 2.012712e-05 2.380295e-05 1.128944e-05
## 320 hsa-miR-627-001560 2.035950e-06 1.572291e-06 1.859440e-06 8.115623e-06
## 321 hsa-miR-628-5p-002433 2.884349e-04 2.227480e-04 2.634287e-04 3.885084e-04
## 322 hsa-miR-629-002436 1.445906e-05 1.116622e-05 1.320551e-05 1.593251e-05
## 323 hsa-miR-636-002088 4.483029e-05 3.462083e-05 4.094367e-05 3.564930e-05
## 324 hsa-miR-642-001592 1.080760e-04 8.346321e-05 9.870618e-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 2.459240e-04 2.908373e-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 8.656071e-04 1.023694e-03 1.235434e-03
## 329 hsa-miR-654-3p-002239 8.756011e-05 6.761955e-05 7.996898e-05 1.375871e-04
## 330 hsa-miR-655-001612 1.336924e-03 1.032459e-03 1.221018e-03 1.531046e-03
## 331 hsa-miR-660-001515 2.200937e-03 1.699705e-03 2.010124e-03 2.040776e-03
## 332 hsa-miR-671-3p-002322 3.866279e-04 2.985789e-04 3.531087e-04 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 2.803662e-04 3.315697e-04 7.750803e-04
## 336 hsa-miR-744-002324 3.672386e-03 2.836053e-03 3.354004e-03 4.614958e-03
## 337 hsa-miR-758-001990 4.307783e-04 3.326748e-04 3.934315e-04 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 9.604408e-07 1.135847e-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 7.077641e-06 8.370238e-06 1.458994e-05
## 346 hsa-miR-886-3p-002194 1.437954e-03 1.110481e-03 1.313289e-03 1.551020e-03
## 347 hsa-miR-886-5p-002193 2.354867e-04 1.818580e-04 2.150709e-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 7.866687e-02 9.303388e-02 5.453149e-02
## 350 hsa-miR-889-002202 6.978155e-04 5.388981e-04 6.373175e-04 7.834524e-04
## 351 hsa-miR-890-002209 3.441997e-04 2.658131e-04 3.143589e-04 6.762917e-04
## 352 hsa-miR-891a-002191 1.243668e-06 9.604408e-07 1.135847e-06 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 1.977586e-05 2.338755e-05 4.047339e-05
## 356 hsa-miR-92a-000431 3.150362e-03 2.432912e-03 2.877237e-03 3.106775e-03
## 357 hsa-miR-95-000433 1.235225e-05 9.539202e-06 1.128136e-05 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 2.631578e-01 3.112186e-01 5.843211e-01
## 360 hsa-miR-99b-000436 3.503239e-02 2.705427e-02 3.199522e-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-02tenemos que compararlos con paquete para hacer la prueba estadÃstica (t-StudentL) ver one note
p_load("matrixTests")va a ser t-Student pareada con Welch
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 2.589824e-02 3.390214e-02 -8.003892e-03 1.105806e-05
## 3 3 3 6 1.141338e-01 1.457383e-01 -3.160451e-02 2.147666e-04
## 4 3 3 6 8.055546e-03 5.820710e-03 2.234836e-03 1.069863e-06
## 5 3 3 6 7.996022e-03 1.226943e-02 -4.273412e-03 1.054110e-06
## 6 3 3 6 1.492081e-01 1.716779e-01 -2.246974e-02 3.670482e-04
## 7 3 3 6 1.705013e-03 3.020536e-03 -1.315523e-03 4.792844e-08
## 8 3 3 6 8.624151e-03 7.982499e-03 6.416523e-04 1.226227e-06
## 9 3 3 6 1.346243e-05 6.161569e-06 7.300859e-06 2.988029e-12
## 10 3 3 6 2.568678e-01 4.344875e-01 -1.776196e-01 1.087821e-03
## 11 3 3 6 8.378190e-05 6.171893e-05 2.206297e-05 1.157280e-10
## 12 3 3 6 4.224798e-03 3.364205e-03 8.605935e-04 2.942727e-07
## 13 3 3 6 1.113319e-06 2.889903e-05 -2.778571e-05 2.043512e-14
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## 224 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 225 3 3 6 5.254810e-05 9.863529e-05 -4.608719e-05 4.552523e-11
## 226 3 3 6 1.195189e-05 3.697278e-05 -2.502089e-05 2.355110e-12
## 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 7.502703e-04 4.790057e-04 2.712646e-04 9.280549e-09
## 230 3 3 6 6.021331e-03 3.675543e-03 2.345788e-03 5.977548e-07
## 231 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 232 3 3 6 1.480321e-04 1.460205e-04 2.011658e-06 3.612852e-10
## 233 3 3 6 3.668551e-04 4.116824e-04 -4.482723e-05 2.218847e-09
## 234 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 235 3 3 6 1.822272e-05 5.573403e-05 -3.751130e-05 5.474755e-12
## 236 3 3 6 7.463429e-05 5.318567e-05 2.144862e-05 9.183641e-11
## 237 3 3 6 3.593622e-05 3.720113e-05 -1.264914e-06 2.129133e-11
## 238 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 239 3 3 6 2.238777e-04 2.300930e-04 -6.215399e-06 8.263415e-10
## 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 2.970214e-06 3.321077e-06 -3.508631e-07 1.454499e-13
## 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 9.716997e-04 1.046245e-03 -7.454569e-05 1.556690e-08
## 248 3 3 6 3.867675e-06 1.061946e-04 -1.023269e-04 2.466256e-13
## 249 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 250 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 251 3 3 6 8.842844e-04 1.252552e-03 -3.682671e-04 1.289205e-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 1.113319e-06 4.943810e-06 -3.830491e-06 2.043512e-14
## 255 3 3 6 1.777275e-06 5.349501e-05 -5.171773e-05 5.207715e-14
## 256 3 3 6 1.113319e-06 7.211851e-06 -6.098532e-06 2.043512e-14
## 257 3 3 6 7.244403e-06 7.988558e-05 -7.264118e-05 8.652533e-13
## 258 3 3 6 1.113319e-06 6.784016e-06 -5.670697e-06 2.043512e-14
## 259 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 260 3 3 6 1.113319e-06 1.908788e-04 -1.897655e-04 2.043512e-14
## 261 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 262 3 3 6 1.113319e-06 7.355474e-06 -6.242155e-06 2.043512e-14
## 263 3 3 6 1.143080e-01 2.609142e-02 8.821657e-02 2.154226e-04
## 264 3 3 6 1.113319e-06 8.590351e-06 -7.477032e-06 2.043512e-14
## 265 3 3 6 1.113319e-06 1.769280e-05 -1.657948e-05 2.043512e-14
## 266 3 3 6 3.478021e-06 3.315702e-05 -2.967900e-05 1.994355e-13
## 267 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 268 3 3 6 1.113319e-06 2.299162e-05 -2.187830e-05 2.043512e-14
## 269 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 270 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 271 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 272 3 3 6 1.113319e-06 7.346583e-06 -6.233264e-06 2.043512e-14
## 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 1.113319e-06 1.490186e-05 -1.378854e-05 2.043512e-14
## 277 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 278 3 3 6 1.113319e-06 1.436338e-05 -1.325006e-05 2.043512e-14
## 279 3 3 6 3.483435e-04 1.646419e-03 -1.298076e-03 2.000569e-09
## 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 1.113319e-06 1.963353e-06 -8.500345e-07 2.043512e-14
## 283 3 3 6 1.113319e-06 2.244252e-06 -1.130933e-06 2.043512e-14
## 284 3 3 6 2.876237e-03 2.684388e-03 1.918484e-04 1.363915e-07
## 285 3 3 6 4.067128e-04 4.827417e-04 -7.602888e-05 2.727180e-09
## 286 3 3 6 6.328144e-03 5.793979e-03 5.341651e-04 6.602232e-07
## 287 3 3 6 4.423348e-05 3.553418e-05 8.699294e-06 3.225821e-11
## 288 3 3 6 3.472721e-06 7.738291e-06 -4.265569e-06 1.988282e-13
## 289 3 3 6 4.444640e-06 3.326331e-06 1.118309e-06 3.256952e-13
## 290 3 3 6 2.307558e-06 1.232863e-06 1.074695e-06 8.778963e-14
## 291 3 3 6 2.023519e-06 1.946790e-06 7.672960e-08 6.750763e-14
## 292 3 3 6 4.749800e-06 1.220085e-06 3.529714e-06 3.719535e-13
## 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 2.938677e-06 1.038295e-05 -7.444271e-06 1.423776e-13
## 296 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 297 3 3 6 2.267444e-06 1.832163e-06 4.352809e-07 8.476393e-14
## 298 3 3 6 6.238238e-05 1.940046e-06 6.044233e-05 6.415965e-11
## 299 3 3 6 5.866771e-06 2.953399e-06 2.913372e-06 5.674615e-13
## 300 3 3 6 2.866993e-05 1.752448e-05 1.114545e-05 1.355163e-11
## 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 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 305 3 3 6 4.468078e-02 4.589151e-02 -1.210731e-03 3.291392e-05
## 306 3 3 6 4.259661e-05 4.810164e-05 -5.505026e-06 2.991494e-11
## 307 3 3 6 4.808006e-05 1.322000e-05 3.486005e-05 3.811255e-11
## 308 3 3 6 7.280001e-05 6.970456e-05 3.095449e-06 8.737777e-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 3.102946e-05 2.814967e-05 2.879791e-06 1.587401e-11
## 312 3 3 6 2.952241e-04 1.303298e-03 -1.008074e-03 1.436950e-09
## 313 3 3 6 1.687794e-05 2.836104e-05 -1.148311e-05 4.696527e-12
## 314 3 3 6 7.570615e-04 6.914940e-04 6.556748e-05 9.449317e-09
## 315 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 316 3 3 6 3.103161e-05 4.127526e-05 -1.024364e-05 1.587621e-11
## 317 3 3 6 1.747522e-04 1.030913e-04 7.166086e-05 5.034813e-10
## 318 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 319 3 3 6 2.333085e-05 5.899024e-05 -3.565939e-05 8.974269e-12
## 320 3 3 6 1.822560e-06 3.990878e-06 -2.168317e-06 5.476486e-14
## 321 3 3 6 2.582039e-04 4.505505e-04 -1.923466e-04 1.099167e-09
## 322 3 3 6 1.294360e-05 2.144790e-05 -8.504298e-06 2.762155e-12
## 323 3 3 6 4.013160e-05 5.420566e-05 -1.407406e-05 2.655284e-11
## 324 3 3 6 9.674845e-05 9.760878e-05 -8.603236e-07 1.543214e-10
## 325 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 326 3 3 6 2.850689e-04 3.373312e-04 -5.226236e-05 1.339793e-09
## 327 3 3 6 1.113319e-06 1.508831e-06 -3.955127e-07 2.043512e-14
## 328 3 3 6 1.003390e-03 1.073716e-03 -7.032607e-05 1.659884e-08
## 329 3 3 6 7.838288e-05 1.168125e-04 -3.842963e-05 1.012933e-10
## 330 3 3 6 1.196800e-03 1.000630e-03 1.961708e-04 2.361465e-08
## 331 3 3 6 1.970255e-03 1.409233e-03 5.610225e-04 6.400045e-08
## 332 3 3 6 3.461052e-04 7.364802e-04 -3.903750e-04 1.974942e-09
## 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 3.249934e-04 1.183563e-03 -8.585700e-04 1.741355e-09
## 336 3 3 6 3.287481e-03 3.246413e-03 4.106799e-05 1.781823e-07
## 337 3 3 6 3.856282e-04 2.940137e-04 9.161445e-05 2.451747e-09
## 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 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 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 8.204223e-06 1.791560e-05 -9.711378e-06 1.109719e-12
## 346 3 3 6 1.287241e-03 1.722886e-03 -4.356452e-04 2.731857e-08
## 347 3 3 6 2.108052e-04 3.157829e-04 -1.049777e-04 7.326571e-10
## 348 3 3 6 1.113319e-06 1.220085e-06 -1.067666e-07 2.043512e-14
## 349 3 3 6 9.118865e-02 1.239761e-01 -3.278747e-02 1.370944e-04
## 350 3 3 6 6.246770e-04 4.461779e-04 1.784992e-04 6.433528e-09
## 351 3 3 6 3.081239e-04 1.163444e-03 -8.553198e-04 1.565268e-09
## 352 3 3 6 1.113319e-06 3.972844e-06 -2.859525e-06 2.043512e-14
## 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 2.292368e-05 1.300463e-02 -1.298171e-02 8.663767e-12
## 356 3 3 6 2.820171e-03 7.939075e-03 -5.118904e-03 1.311260e-07
## 357 3 3 6 1.105760e-05 3.004938e-05 -1.899178e-05 2.015858e-12
## 358 3 3 6 1.113319e-06 1.909133e-06 -7.958140e-07 2.043512e-14
## 359 3 3 6 3.050459e-01 5.584689e-01 -2.534230e-01 1.534152e-03
## 360 3 3 6 3.136063e-02 3.232857e-02 -9.679456e-04 1.621465e-05
## var.y stderr df statistic pvalue conf.low
## 1 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 2 1.636924e-04 7.632178e-03 2.268988 -1.048703551 0.393016684 -3.738001e-02
## 3 3.822375e-03 3.668397e-02 2.224039 -0.861534571 0.471738212 -1.751438e-01
## 4 1.011733e-05 1.931078e-03 2.418305 1.157299736 0.348615476 -4.837837e-03
## 5 5.688217e-06 1.499147e-03 2.716648 -2.850562129 0.073134761 -9.338618e-03
## 6 3.763194e-03 3.710454e-02 2.386469 -0.605579297 0.597432493 -1.597309e-01
## 7 2.494494e-06 9.205836e-04 2.076826 -1.429009945 0.284898523 -5.139323e-03
## 8 5.035504e-06 1.444730e-03 2.919536 0.444133161 0.687795965 -4.028646e-03
## 9 1.030689e-11 2.105146e-06 3.069719 3.468101048 0.038982863 6.866070e-07
## 10 3.210614e-02 1.051887e-01 2.135373 -1.688581663 0.225413968 -6.037964e-01
## 11 9.467646e-10 1.881925e-05 2.481743 1.172361604 0.341238379 -4.556476e-05
## 12 4.637373e-06 1.282140e-03 2.252809 0.671216681 0.564345302 -4.103230e-03
## 13 2.293148e-09 2.764760e-05 2.000036 -1.004995628 0.420730098 -1.467417e-04
## 14 1.467244e-03 2.214359e-02 2.010282 -1.064535021 0.398113421 -1.183833e-01
## 15 1.457525e-06 7.180532e-04 2.244093 0.009245495 0.993380555 -2.782184e-03
## 16 7.183262e-09 5.048744e-05 2.257130 0.439469163 0.698867090 -1.729689e-04
## 17 3.888877e-06 1.144334e-03 2.040749 -2.650271411 0.115319978 -7.863441e-03
## 18 1.335186e-05 2.109649e-03 2.000000 -1.000065663 0.422624458 -1.118688e-02
## 19 3.879577e-10 1.137216e-05 2.000211 -1.161086558 0.365442031 -6.212958e-05
## 20 1.470305e-09 2.302750e-05 2.325615 -0.903863089 0.449738480 -1.077176e-04
## 21 6.637577e-05 4.719979e-03 2.027649 -1.543150209 0.261120037 -2.732898e-02
## 22 3.488419e-03 3.680896e-02 2.643238 -0.820296450 0.479457311 -1.568098e-01
## 23 1.359265e-05 2.173100e-03 2.168743 0.746232587 0.528004182 -7.064763e-03
## 24 6.761384e-04 1.526337e-02 2.134569 0.545102440 0.637293278 -5.354062e-02
## 25 1.090042e-11 1.923728e-06 2.074016 -0.336254528 0.767666235 -8.647272e-06
## 26 2.686085e-08 9.871343e-05 2.350520 1.041889673 0.392607749 -2.666028e-04
## 27 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 28 2.772062e-06 9.704151e-04 2.076528 -0.374103557 0.743089292 -4.394346e-03
## 29 1.957123e-07 2.663995e-04 2.348717 -0.417376297 0.711521978 -1.108826e-03
## 30 8.537675e-06 1.704418e-03 2.083098 -1.695524637 0.227076419 -9.950066e-03
## 31 2.256771e-09 2.850286e-05 2.317836 -0.265643067 0.812316075 -1.154234e-04
## 32 6.929344e-11 4.816326e-06 2.017176 -0.388459916 0.734846050 -2.242575e-05
## 33 3.743840e-11 3.534718e-06 2.004733 -0.977482975 0.431206266 -1.862943e-05
## 34 7.089618e-09 4.872732e-05 2.018865 -0.333424036 0.770262771 -2.240373e-04
## 35 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 36 1.475585e-04 7.054042e-03 2.046620 -0.609687783 0.602867840 -3.399886e-02
## 37 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 38 1.227732e-07 2.041465e-04 2.073418 -1.525930456 0.262288546 -1.160743e-03
## 39 1.365070e-07 2.232941e-04 2.379614 1.892423194 0.178282247 -4.052785e-04
## 40 2.376691e-12 8.938916e-07 2.034390 -1.781000727 0.214735147 -5.376489e-06
## 41 1.086812e-10 6.020488e-06 2.002120 -0.897822872 0.463944111 -3.128314e-05
## 42 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 43 1.725299e-04 7.758126e-03 2.185900 0.973843803 0.425272363 -2.324716e-02
## 44 4.373954e-02 1.228024e-01 2.137174 0.520551579 0.651617597 -4.332462e-01
## 45 5.267974e-04 1.380297e-02 2.337495 1.720112607 0.209155023 -2.814108e-02
## 46 7.990316e-08 2.195309e-04 3.956132 -1.026089051 0.363442885 -8.374486e-04
## 47 1.337587e-11 2.897019e-06 3.984437 7.901164816 0.001410587 1.483401e-05
## 48 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 49 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 50 4.446918e-11 3.881003e-06 2.064511 -3.291751431 0.077803007 -2.898371e-05
## 51 7.573794e-07 5.132390e-04 2.173238 0.783648935 0.509582028 -1.645689e-03
## 52 2.246277e-05 2.821437e-03 2.251637 1.174337412 0.349466767 -7.614581e-03
## 53 5.515364e-11 4.398359e-06 2.208522 -2.949636770 0.087335152 -3.028492e-05
## 54 3.217999e-05 3.350739e-03 2.186338 0.173715828 0.876860000 -1.271921e-02
## 55 1.379788e-09 2.157705e-05 2.049041 -0.494450728 0.668926142 -1.014102e-04
## 56 2.554264e-05 2.918901e-03 2.002711 -0.915297685 0.456545053 -1.521441e-02
## 57 1.645939e-07 2.379718e-04 2.128617 1.393193321 0.291210338 -6.353087e-04
## 58 6.143017e-05 4.553638e-03 2.050566 -0.843679588 0.485774446 -2.297874e-02
## 59 7.580790e-05 5.287278e-03 2.420431 -1.343724673 0.291111237 -2.645687e-02
## 60 1.588013e-03 2.303924e-02 2.011098 -1.032105792 0.409977893 -1.223864e-01
## 61 2.018305e-05 2.669234e-03 2.235294 -0.378438514 0.738066536 -1.141078e-02
## 62 1.172552e-07 1.990390e-04 2.054381 -0.741590256 0.533811508 -9.826400e-04
## 63 1.444379e-10 6.943451e-06 2.005446 -1.364389597 0.305376218 -3.927122e-05
## 64 6.821615e-11 4.769227e-06 2.001198 -1.720865062 0.227341279 -2.871576e-05
## 65 2.288723e-07 2.763508e-04 2.004142 -1.042586251 0.406410918 -1.474809e-03
## 66 2.771138e-08 1.006421e-04 2.382577 0.566805346 0.619746921 -3.157246e-04
## 67 1.000562e-06 5.793436e-04 2.025403 -3.481158243 0.072215805 -4.479779e-03
## 68 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 69 3.457246e-08 1.111504e-04 2.286695 1.198632296 0.340090140 -2.919095e-04
## 70 1.027415e-07 1.948090e-04 2.427549 2.380958186 0.117858728 -2.476401e-04
## 71 3.938817e-10 1.146850e-05 2.007086 -0.834493133 0.491535072 -5.874879e-05
## 72 4.541494e-03 3.901225e-02 2.021467 -1.516598355 0.267366291 -2.253254e-01
## 73 6.916620e-09 4.883313e-05 2.137133 -3.648270074 0.061127578 -3.758630e-04
## 74 7.350711e-12 1.654238e-06 2.461036 2.688074755 0.092246001 -1.534139e-06
## 75 4.513003e-06 1.308276e-03 2.540817 0.967462285 0.416143733 -3.357613e-03
## 76 5.056040e-04 1.381390e-02 2.519914 1.117363816 0.358961352 -3.366668e-02
## 77 4.372059e-09 3.975937e-05 2.336431 -1.936602465 0.173751160 -2.265020e-04
## 78 1.143084e-06 6.201304e-04 2.037095 -2.839050219 0.102751522 -4.382763e-03
## 79 3.938325e-10 1.146060e-05 2.002067 -1.289965416 0.325980250 -6.404600e-05
## 80 6.813860e-07 8.645495e-04 3.466616 -1.406633745 0.242549908 -3.769392e-03
## 81 1.066964e-10 6.011668e-06 2.064617 -0.247484077 0.826979567 -2.659342e-05
## 82 1.078348e-08 6.097905e-05 2.137771 0.788890616 0.508183952 -1.987102e-04
## 83 6.325512e-04 1.493830e-02 2.232594 1.304869180 0.310179297 -3.877271e-02
## 84 7.770082e-10 1.614321e-05 2.024715 -0.790782535 0.511072509 -8.141817e-05
## 85 1.527491e-06 7.460944e-04 2.369889 0.995702184 0.409957833 -2.031878e-03
## 86 4.212838e-03 3.785801e-02 2.082426 -0.502343903 0.663533091 -1.758824e-01
## 87 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 88 1.694751e-09 2.455658e-05 2.268610 -2.071312101 0.158836446 -1.453949e-04
## 89 4.663488e-07 3.959011e-04 2.033143 -1.561745469 0.256772624 -2.295387e-03
## 90 1.302917e-11 2.085634e-06 2.006274 -1.094503029 0.387652661 -1.122965e-05
## 91 2.989827e-10 1.004565e-05 2.050333 -0.514735736 0.656867514 -4.739276e-05
## 92 1.350820e-06 6.712183e-04 2.002315 -1.266941265 0.332614254 -3.735216e-03
## 93 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 94 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 95 4.369366e-11 3.817246e-06 2.001871 -0.994758184 0.424588844 -2.020682e-05
## 96 4.242696e-04 1.190710e-02 2.010067 -1.020497326 0.414381360 -6.313820e-02
## 97 2.591167e-06 9.322141e-04 2.024548 -0.994802299 0.423566806 -4.892115e-03
## 98 2.015533e-03 2.792780e-02 2.627459 0.639711052 0.573722126 -7.858548e-02
## 99 4.173386e-04 1.179617e-02 2.001055 -1.168364664 0.363031805 -6.451140e-02
## 100 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 101 4.211103e-08 1.207760e-04 2.156439 -1.250910936 0.329578446 -6.362312e-04
## 102 1.588944e-04 7.479344e-03 2.224029 1.245603165 0.328077374 -1.994946e-02
## 103 2.341621e-08 8.834824e-05 2.000003 -1.038208386 0.408221686 -4.718550e-04
## 104 2.687326e-14 1.255765e-07 3.927266 -1.714451549 0.162920315 -5.665125e-07
## 105 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 106 3.178354e-11 3.258751e-06 2.009419 -1.285661916 0.326810465 -1.814813e-05
## 107 6.090755e-07 5.040941e-04 2.946560 0.559586248 0.615476349 -1.338755e-03
## 108 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 109 1.346335e-12 7.037295e-07 2.409683 0.797193098 0.496330154 -2.023340e-06
## 110 8.766890e-03 5.537373e-02 2.196565 1.946535213 0.179458005 -1.111578e-01
## 111 1.430490e-05 2.403621e-03 2.810218 1.654795199 0.202632982 -3.972607e-03
## 112 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 113 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 114 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 115 2.712071e-04 1.033070e-02 2.699357 0.839586477 0.468962669 -2.637516e-02
## 116 3.317208e-02 1.062179e-01 2.081320 -2.426321612 0.131153071 -6.980456e-01
## 117 9.504537e-10 1.877281e-05 2.443873 -1.160901670 0.346461125 -9.001534e-05
## 118 3.916453e-07 3.789208e-04 2.395377 1.745584928 0.201835550 -7.363527e-04
## 119 1.020268e-04 5.916838e-03 2.117520 -0.384555304 0.735776902 -2.642629e-02
## 120 1.213451e-05 2.011178e-03 2.000000 -1.000099799 0.422611320 -1.066478e-02
## 121 6.437810e-01 4.714454e-01 2.142731 0.265173295 0.814229027 -1.779313e+00
## 122 1.370274e-06 6.770302e-04 2.014115 -1.709034550 0.228696721 -4.050618e-03
## 123 6.513407e-07 1.364248e-03 2.519183 -5.287208834 0.020221274 -1.206332e-02
## 124 3.631821e-06 1.101788e-03 2.011001 -2.694407973 0.113893861 -7.684512e-03
## 125 1.282196e-04 6.728880e-03 2.236691 1.037639446 0.398423768 -1.922330e-02
## 126 8.131058e-06 1.698978e-03 2.258906 0.676056213 0.561622989 -5.414488e-03
## 127 6.697264e-07 5.038946e-04 2.539319 0.384466474 0.730516268 -1.587720e-03
## 128 8.859344e-07 5.714227e-04 2.418102 -2.619891714 0.098781255 -3.590062e-03
## 129 1.301434e-05 2.083666e-03 2.003273 -1.231874792 0.343002996 -1.151809e-02
## 130 6.807176e-11 4.797794e-06 2.057852 -0.794075888 0.508369816 -2.390677e-05
## 131 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 132 5.190383e-13 4.240571e-07 2.157241 -0.932533643 0.443280283 -2.098315e-06
## 133 1.289085e-08 6.661961e-05 2.131322 0.760339750 0.522178230 -2.197105e-04
## 134 7.239757e-02 1.558456e-01 2.025743 -0.979186938 0.429619449 -8.150513e-01
## 135 2.004818e-08 8.365741e-05 2.188625 0.270022006 0.810500830 -3.092063e-04
## 136 3.893901e-06 1.139309e-03 2.000176 -2.174573082 0.161675744 -7.379145e-03
## 137 1.234653e-07 2.078489e-04 2.198373 1.481801470 0.265760258 -5.132603e-04
## 138 1.166248e-10 6.321395e-06 2.111564 0.638317860 0.585566142 -2.183197e-05
## 139 6.999173e-08 1.550760e-04 2.122983 0.870846486 0.471036649 -4.964853e-04
## 140 1.676114e-06 7.481054e-04 2.006852 -0.971436828 0.433502064 -3.935067e-03
## 141 2.619467e-02 9.347482e-02 2.002742 -1.080409882 0.392789641 -5.026537e-01
## 142 1.021160e-05 3.386397e-03 3.433109 -2.496352946 0.077366622 -1.850089e-02
## 143 2.820365e-04 1.064666e-02 2.789436 0.044873324 0.967224916 -3.489859e-02
## 144 9.846462e-03 5.835776e-02 2.150267 1.017548510 0.409493542 -1.756235e-01
## 145 4.899676e-12 1.369852e-06 2.582872 2.713254245 0.085927993 -1.069393e-06
## 146 1.314730e-05 2.477825e-03 3.381705 -1.094522374 0.345491354 -1.011720e-02
## 147 5.413918e-07 4.404108e-04 2.297515 1.780052920 0.200444060 -8.942089e-04
## 148 3.741917e-07 3.747458e-04 2.495751 0.459249659 0.683031614 -1.169118e-03
## 149 1.837944e-07 2.520193e-04 2.146637 0.802325375 0.501526142 -8.141709e-04
## 150 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 151 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 152 3.044154e-06 1.031156e-03 2.191005 -0.057750584 0.958788031 -4.145464e-03
## 153 2.499161e-09 2.911978e-05 2.071560 -0.262807555 0.816539487 -1.288876e-04
## 154 5.465821e-08 1.375798e-04 2.155379 0.117335787 0.916624084 -5.367444e-04
## 155 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 156 3.030700e-04 1.031586e-02 2.212954 0.972633277 0.424748875 -3.050000e-02
## 157 2.074418e-11 2.715723e-06 2.265168 -0.090989226 0.934920447 -1.071420e-05
## 158 8.339528e-07 5.461829e-04 2.291000 0.003872683 0.997221389 -2.083822e-03
## 159 5.495451e-08 1.397506e-04 2.263512 1.911132524 0.181132966 -2.718736e-04
## 160 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 161 2.473743e-08 1.126434e-04 3.670280 -1.285585118 0.273702417 -4.689593e-04
## 162 1.874722e-06 8.388311e-04 2.496075 -0.105871705 0.923600357 -3.090716e-03
## 163 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 164 2.226326e-09 2.791629e-05 2.200062 1.170381888 0.352977246 -7.755825e-05
## 165 7.656124e-06 1.652348e-03 2.277969 0.986605359 0.416773730 -4.709331e-03
## 166 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 167 7.599952e-07 5.186403e-04 2.246262 -0.693054590 0.552986548 -2.372175e-03
## 168 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 169 8.500223e-06 1.780030e-03 2.466544 0.115226609 0.916983637 -6.220063e-03
## 170 9.367705e-09 5.704677e-05 2.168491 1.055375485 0.394495645 -1.678466e-04
## 171 1.641840e-08 7.813113e-05 2.455611 -2.448798426 0.110655803 -4.742646e-04
## 172 8.784154e-09 6.018684e-05 2.898111 1.008045237 0.390041200 -1.347368e-04
## 173 5.060586e-10 1.337619e-05 2.241841 1.217062775 0.336130024 -3.571470e-05
## 174 5.703428e-10 1.398564e-05 2.115288 0.680446676 0.563066416 -4.762272e-05
## 175 3.303537e-05 3.523097e-03 2.500603 1.954474931 0.163708245 -5.705878e-03
## 176 6.231524e-05 4.691003e-03 2.236749 -1.579523312 0.241913081 -2.567814e-02
## 177 3.866196e-10 1.136008e-05 2.005530 -1.257741256 0.335143247 -6.303757e-05
## 178 1.128616e-10 6.618336e-06 2.640001 3.474612105 0.048964978 2.117971e-07
## 179 3.708351e-05 3.594720e-03 2.181112 1.286967551 0.317739255 -9.672701e-03
## 180 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 181 1.046260e-10 6.057595e-06 2.208075 1.215222064 0.338194205 -1.648463e-05
## 182 3.001176e-11 3.169138e-06 2.015801 -0.497143039 0.668021020 -1.510930e-05
## 183 1.756177e-05 2.471420e-03 2.173228 0.833370742 0.486204807 -7.801704e-03
## 184 2.466702e-10 9.069267e-06 2.001372 -2.487499581 0.130587745 -6.155607e-05
## 185 7.984326e-05 5.233644e-03 2.116621 0.496491276 0.666344514 -1.877193e-02
## 186 3.375958e-05 3.543935e-03 2.458150 0.464812227 0.680064598 -1.117673e-02
## 187 1.849761e-04 8.037820e-03 2.190801 0.788890731 0.506526526 -2.551110e-02
## 188 7.814572e-10 1.675332e-05 2.308156 2.575962290 0.106926591 -2.044729e-05
## 189 2.947360e-09 3.177288e-05 2.110100 0.741032477 0.532343809 -1.065498e-04
## 190 5.632449e-10 1.375018e-05 2.028104 -0.460545599 0.689797381 -6.471611e-05
## 191 8.705644e-05 5.525869e-03 2.208456 0.880207228 0.463937504 -1.688573e-02
## 192 7.941257e-10 1.644503e-05 2.086551 0.867386228 0.473883103 -5.375353e-05
## 193 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 194 1.018537e-08 6.116945e-05 2.404112 2.237460145 0.133055391 -8.816321e-05
## 195 2.803760e-07 3.083876e-04 2.070352 0.007658376 0.994563771 -1.282238e-03
## 196 3.622569e-05 3.527089e-03 2.120840 0.655557141 0.576062376 -1.206440e-02
## 197 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 198 5.932964e-11 5.905952e-06 3.929476 -2.188344943 0.095086078 -2.943853e-05
## 199 6.132144e-10 1.988147e-05 3.995314 0.623260166 0.566927694 -4.283402e-05
## 200 1.883824e-10 7.998100e-06 2.074851 -1.392802591 0.294146823 -4.439009e-05
## 201 8.223634e-07 5.259997e-04 2.037272 -1.265761280 0.331098159 -2.889765e-03
## 202 1.210478e-12 7.158454e-07 3.006609 -3.946393711 0.028896824 -5.100317e-06
## 203 5.433706e-05 4.272184e-03 2.030740 -0.848749120 0.484236328 -2.174365e-02
## 204 1.149388e-07 2.004770e-04 2.195606 1.014842750 0.408736546 -5.895157e-04
## 205 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 206 1.767646e-09 2.427419e-05 2.000142 -0.978013992 0.431199350 -1.281768e-04
## 207 5.951698e-09 4.454131e-05 2.000058 -1.294895425 0.324688042 -2.493168e-04
## 208 8.670426e-12 2.943261e-06 3.601270 2.868269726 0.051598285 -9.923413e-08
## 209 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 210 5.127956e-14 3.636365e-05 2.000052 13.455727717 0.005477240 3.328431e-04
## 211 1.416811e-07 2.209895e-04 2.136147 0.705665436 0.549422629 -7.391194e-04
## 212 1.490295e-11 2.243703e-06 2.053579 -0.505908420 0.662014719 -1.055159e-05
## 213 1.550207e-06 7.352469e-04 2.184245 -0.390237012 0.731165852 -3.207984e-03
## 214 6.439303e-08 1.543400e-04 2.433917 1.193949139 0.335822205 -3.783044e-04
## 215 4.621689e-07 4.004905e-04 2.164242 -1.546549987 0.252772550 -2.223106e-03
## 216 3.438029e-10 1.072941e-05 2.018125 -2.085390918 0.171217497 -6.814489e-05
## 217 1.278225e-04 6.785418e-03 2.320342 0.675984194 0.560184421 -2.106659e-02
## 218 8.196253e-07 5.344620e-04 2.181772 1.330635535 0.305307300 -1.414246e-03
## 219 1.461409e-06 7.034150e-04 2.062852 0.142133348 0.899647408 -2.839898e-03
## 220 9.478272e-05 5.682091e-03 2.087558 0.043144836 0.969359742 -2.324608e-02
## 221 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 222 3.576995e-08 1.106919e-04 2.110417 0.765135856 0.520492918 -3.684746e-04
## 223 2.240984e-06 8.820261e-04 2.165582 0.898224431 0.457555170 -2.737849e-03
## 224 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 225 4.546724e-10 1.291250e-05 2.396535 -3.569192715 0.053558547 -9.370235e-05
## 226 1.218695e-09 2.017465e-05 2.007730 -1.240214325 0.340248139 -1.115059e-04
## 227 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 228 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 229 1.970690e-07 2.622655e-04 2.187955 1.034313182 0.401590741 -7.691839e-04
## 230 9.556602e-06 1.839779e-03 2.249221 1.275038245 0.318111150 -4.786267e-03
## 231 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 232 1.420003e-09 2.436725e-05 2.955830 0.082555821 0.939476701 -7.619551e-05
## 233 1.289675e-08 7.098262e-05 2.668403 -0.631524050 0.577607795 -2.874675e-04
## 234 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 235 7.085485e-10 1.542750e-05 2.030905 -2.431457024 0.133681060 -1.029318e-04
## 236 1.615499e-10 9.190326e-06 3.718526 2.333825574 0.084878699 -4.847902e-06
## 237 1.800461e-10 8.192221e-06 2.466496 -0.154404338 0.889030529 -3.083585e-05
## 238 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 239 1.568550e-08 7.418859e-05 2.210144 -0.083778367 0.940212667 -2.980317e-04
## 240 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 241 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 242 2.770353e-12 9.858673e-07 2.209432 -0.355892822 0.753067074 -4.229763e-06
## 243 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 244 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 245 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 246 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 247 1.285011e-06 6.584270e-04 2.048450 -0.113217854 0.919980918 -2.844276e-03
## 248 2.843140e-08 9.735100e-05 2.000035 -1.051113318 0.403471539 -5.211875e-04
## 249 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 250 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 251 1.990322e-07 2.657846e-04 2.258012 -1.385585102 0.286850927 -1.395316e-03
## 252 5.530387e-14 1.588909e-07 3.300466 -1.176986099 0.317055856 -6.676036e-07
## 253 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 254 4.093996e-11 3.695059e-06 2.001997 -1.036652107 0.408706043 -1.971386e-05
## 255 7.637616e-09 5.045681e-05 2.000027 -1.024990238 0.413149242 -2.688130e-04
## 256 1.062131e-10 5.950729e-06 2.000770 -1.024837835 0.413172318 -3.169302e-05
## 257 5.310362e-09 4.207623e-05 2.000652 -1.726418386 0.226373172 -2.536241e-04
## 258 3.166836e-11 3.250066e-06 2.002581 -1.744794247 0.222977387 -1.963735e-05
## 259 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 260 6.542226e-08 1.476734e-04 2.000001 -1.285035013 0.327502994 -8.251524e-04
## 261 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 262 1.118109e-10 6.105499e-06 2.000731 -1.022382425 0.414097111 -3.250280e-05
## 263 2.042081e-03 2.743175e-02 2.417323 3.215855850 0.065696613 -1.228415e-02
## 264 1.616091e-10 7.340061e-06 2.000506 -1.018660795 0.415510784 -3.905112e-05
## 265 2.649850e-10 9.398678e-06 2.000308 -1.764023008 0.219758478 -5.701276e-05
## 266 1.940519e-09 2.543435e-05 2.000411 -1.166886657 0.363543962 -1.390926e-04
## 267 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 268 1.209090e-09 2.007577e-05 2.000068 -1.089786118 0.389607215 -1.082546e-04
## 269 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 270 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 271 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 272 1.070670e-10 5.974599e-06 2.000763 -1.043294210 0.406307325 -3.193049e-05
## 273 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 274 2.447267e-08 9.031922e-05 2.000003 -1.002221378 0.421795520 -4.791315e-04
## 275 1.891223e-11 2.512148e-06 2.004322 -1.053328863 0.402460957 -1.343271e-05
## 276 5.590165e-10 1.365085e-05 2.000146 -1.010086739 0.418780238 -7.251928e-05
## 277 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 278 6.463753e-11 4.642484e-06 2.001265 -2.854088430 0.103892866 -3.321296e-05
## 279 3.281216e-06 1.046138e-03 2.002439 -1.240826168 0.340345573 -5.793997e-03
## 280 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 281 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 282 1.566963e-12 7.274151e-07 2.052156 -1.168568541 0.360408120 -3.904844e-06
## 283 3.002835e-12 1.003871e-06 2.027220 -1.126571915 0.375585715 -5.395137e-06
## 284 1.132912e-07 2.884919e-04 3.966052 0.665004579 0.542721364 -6.118446e-04
## 285 6.418995e-09 5.521526e-05 3.439588 -1.376954169 0.251325039 -2.397024e-04
## 286 2.545477e-05 2.950423e-03 2.103679 0.181046935 0.872283791 -1.157938e-02
## 287 8.902494e-10 1.753575e-05 2.144750 0.496089075 0.666040437 -6.207523e-05
## 288 6.652175e-12 1.511181e-06 2.119450 -2.822672940 0.099254342 -1.042881e-05
## 289 6.695888e-13 5.759873e-07 3.573387 1.941552297 0.132593247 -5.590723e-07
## 290 6.140709e-14 2.230073e-07 3.878716 4.819103339 0.009209125 4.478169e-07
## 291 9.744566e-13 5.893398e-07 2.275785 0.130195856 0.907025965 -2.186138e-06
## 292 5.127956e-14 3.756031e-07 2.541176 9.397457875 0.004869389 2.202501e-06
## 293 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 294 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 295 4.416463e-11 3.843046e-06 2.012895 -1.937075750 0.191526862 -2.387847e-05
## 296 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 297 6.735587e-13 5.027665e-07 2.495532 0.865771412 0.461787792 -1.364240e-06
## 298 1.469096e-12 4.677205e-06 2.091542 12.922745793 0.004986963 4.113888e-05
## 299 5.394076e-12 1.409673e-06 2.416197 2.066699665 0.152328251 -2.252996e-06
## 300 1.096336e-10 6.407943e-06 2.486993 1.739318410 0.198907939 -1.184667e-05
## 301 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 302 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 303 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 304 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 305 1.364312e-03 2.158106e-02 2.096444 -0.056101558 0.960152293 -9.009078e-02
## 306 1.591811e-10 7.939271e-06 2.726077 -0.693391936 0.542481611 -3.227012e-05
## 307 4.297583e-10 1.248827e-05 2.351967 2.791423337 0.090098560 -1.185708e-05
## 308 5.866319e-10 1.498899e-05 2.582862 0.206514832 0.851569554 -4.927499e-05
## 309 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 310 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 311 1.057412e-09 1.891459e-05 2.060035 0.152252332 0.892597866 -7.627206e-05
## 312 2.013439e-06 8.195274e-04 2.002855 -1.230067141 0.343573850 -4.529404e-03
## 313 2.616823e-10 9.423000e-06 2.071767 -1.218625312 0.343546604 -5.071043e-05
## 314 2.177853e-07 2.752179e-04 2.173227 0.238238469 0.832298516 -1.032591e-03
## 315 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 316 7.289965e-10 1.575725e-05 2.087071 -0.650090852 0.579887189 -7.540194e-05
## 317 2.427935e-10 1.577207e-05 3.564987 4.543528524 0.013637046 2.568053e-05
## 318 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 319 6.009789e-09 4.479123e-05 2.005973 -0.796124362 0.509229078 -2.278316e-04
## 320 1.335605e-11 2.114302e-06 2.016401 -1.025547731 0.412191546 -1.119488e-05
## 321 1.669162e-07 2.366540e-04 2.026339 -0.812775544 0.500751011 -1.198008e-03
## 322 2.060039e-10 8.341984e-06 2.053623 -1.019457495 0.412831845 -4.351362e-05
## 323 1.035491e-09 1.881528e-05 2.102504 -0.748012167 0.529124621 -9.136263e-05
## 324 1.003929e-10 9.214378e-06 3.828388 -0.093367522 0.930292220 -2.690222e-05
## 325 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 326 6.673158e-08 1.506335e-04 2.080277 -0.346950363 0.760599316 -6.769987e-04
## 327 1.386362e-13 2.302689e-07 2.577066 -1.717611919 0.199149284 -1.201298e-06
## 328 1.003085e-06 5.830047e-04 2.066173 -0.120626941 0.914698385 -2.503357e-03
## 329 8.364192e-09 5.312089e-05 2.048434 -0.723437291 0.543030563 -2.618889e-04
## 330 6.449703e-07 4.720823e-04 2.146258 0.415543647 0.715635813 -1.707990e-03
## 331 4.243041e-07 4.034454e-04 2.589923 1.390578513 0.271795911 -8.459537e-04
## 332 3.018261e-07 3.182248e-04 2.026172 -1.226727261 0.343369651 -1.742776e-03
## 333 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 334 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 335 1.148728e-06 6.192656e-04 2.006064 -1.386432663 0.299595927 -3.515352e-03
## 336 4.697031e-06 1.274783e-03 2.151522 0.032215678 0.977041763 -5.089843e-03
## 337 2.747183e-08 9.987255e-05 2.354163 0.917313631 0.443010469 -2.817270e-04
## 338 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 339 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 340 1.061301e-12 6.004821e-07 2.076991 -1.198430473 0.349608184 -3.213660e-06
## 341 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 342 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 343 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 344 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 345 2.379490e-11 2.881239e-06 2.186143 -3.370556195 0.068788852 -2.114978e-05
## 346 1.598883e-06 7.362522e-04 2.068324 -0.591706469 0.612278942 -3.505285e-03
## 347 2.452090e-09 3.258193e-05 3.097203 -3.221959514 0.046381012 -2.068510e-04
## 348 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 349 1.556897e-02 7.235574e-02 2.035220 -0.453142593 0.694182149 -3.390029e-01
## 350 1.555036e-07 2.323339e-04 2.165206 0.768287047 0.517261768 -7.515031e-04
## 351 1.387138e-06 6.803683e-04 2.004514 -1.257142345 0.335374646 -3.776401e-03
## 352 2.225967e-11 2.725198e-06 2.003672 -1.049290797 0.403967931 -1.456454e-05
## 353 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 354 5.127956e-14 1.546121e-07 3.375569 -0.690544905 0.534361914 -5.692448e-07
## 355 5.028783e-04 1.294705e-02 2.000000 -1.002676922 0.421620758 -6.868837e-02
## 356 1.019960e-04 5.834585e-03 2.005142 -0.877338219 0.472627803 -3.016150e-02
## 357 4.323969e-10 1.203346e-05 2.018648 -1.578247348 0.254127505 -7.031194e-05
## 358 1.995379e-12 8.197182e-07 2.040961 -0.970838483 0.432273794 -4.255806e-06
## 359 7.096196e-03 5.363565e-02 2.826160 -4.724898763 0.020514747 -4.302119e-01
## 360 4.196268e-05 4.403685e-03 3.344829 -0.219803543 0.838767768 -1.419950e-02
## conf.high mean.null alternative conf.level
## 1 3.557117e-07 0 two.sided 0.95
## 2 2.137223e-02 0 two.sided 0.95
## 3 1.119348e-01 0 two.sided 0.95
## 4 9.307510e-03 0 two.sided 0.95
## 5 7.917936e-04 0 two.sided 0.95
## 6 1.147915e-01 0 two.sided 0.95
## 7 2.508276e-03 0 two.sided 0.95
## 8 5.311951e-03 0 two.sided 0.95
## 9 1.391511e-05 0 two.sided 0.95
## 10 2.485571e-01 0 two.sided 0.95
## 11 8.969069e-05 0 two.sided 0.95
## 12 5.824417e-03 0 two.sided 0.95
## 13 9.117026e-05 0 two.sided 0.95
## 14 7.123808e-02 0 two.sided 0.95
## 15 2.795462e-03 0 two.sided 0.95
## 16 2.173443e-04 0 two.sided 0.95
## 17 1.797851e-03 0 two.sided 0.95
## 18 6.967300e-03 0 two.sided 0.95
## 19 3.572146e-05 0 two.sided 0.95
## 20 6.609021e-05 0 two.sided 0.95
## 21 1.276171e-02 0 two.sided 0.95
## 22 9.642125e-02 0 two.sided 0.95
## 23 1.030804e-02 0 two.sided 0.95
## 24 7.018082e-02 0 two.sided 0.95
## 25 7.353547e-06 0 two.sided 0.95
## 26 4.722998e-04 0 two.sided 0.95
## 27 3.557117e-07 0 two.sided 0.95
## 28 3.668275e-03 0 two.sided 0.95
## 29 8.864488e-04 0 two.sided 0.95
## 30 4.170303e-03 0 two.sided 0.95
## 31 1.002802e-04 0 two.sided 0.95
## 32 1.868385e-05 0 two.sided 0.95
## 33 1.171918e-05 0 two.sided 0.95
## 34 1.915436e-04 0 two.sided 0.95
## 35 3.557117e-07 0 two.sided 0.95
## 36 2.539733e-02 0 two.sided 0.95
## 37 3.557117e-07 0 two.sided 0.95
## 38 5.377162e-04 0 two.sided 0.95
## 39 1.250413e-03 0 two.sided 0.95
## 40 2.192446e-06 0 two.sided 0.95
## 41 2.047247e-05 0 two.sided 0.95
## 42 3.557117e-07 0 two.sided 0.95
## 43 3.835757e-02 0 two.sided 0.95
## 44 5.610962e-01 0 two.sided 0.95
## 45 7.562643e-02 0 two.sided 0.95
## 46 3.869321e-04 0 two.sided 0.95
## 47 3.094565e-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 3.433117e-06 0 two.sided 0.95
## 51 2.450087e-03 0 two.sided 0.95
## 52 1.424122e-02 0 two.sided 0.95
## 53 4.337796e-06 0 two.sided 0.95
## 54 1.388336e-02 0 two.sided 0.95
## 55 8.007262e-05 0 two.sided 0.95
## 56 9.871080e-03 0 two.sided 0.95
## 57 1.298390e-03 0 two.sided 0.95
## 58 1.529512e-02 0 two.sided 0.95
## 59 1.224758e-02 0 two.sided 0.95
## 60 7.482853e-02 0 two.sided 0.95
## 61 9.390498e-03 0 two.sided 0.95
## 62 6.874292e-04 0 two.sided 0.95
## 63 2.032407e-05 0 two.sided 0.95
## 64 1.230136e-05 0 two.sided 0.95
## 65 8.985703e-04 0 two.sided 0.95
## 66 4.298136e-04 0 two.sided 0.95
## 67 4.462056e-04 0 two.sided 0.95
## 68 3.557117e-07 0 two.sided 0.95
## 69 5.583665e-04 0 two.sided 0.95
## 70 1.175304e-03 0 two.sided 0.95
## 71 3.960802e-05 0 two.sided 0.95
## 72 1.069936e-01 0 two.sided 0.95
## 73 1.955009e-05 0 two.sided 0.95
## 74 1.042757e-05 0 two.sided 0.95
## 75 5.889029e-03 0 two.sided 0.95
## 76 6.453697e-02 0 two.sided 0.95
## 77 7.250587e-05 0 two.sided 0.95
## 78 8.616001e-04 0 two.sided 0.95
## 79 3.447844e-05 0 two.sided 0.95
## 80 1.337183e-03 0 two.sided 0.95
## 81 2.361784e-05 0 two.sided 0.95
## 82 2.949218e-04 0 two.sided 0.95
## 83 7.775776e-02 0 two.sided 0.95
## 84 5.588663e-05 0 two.sided 0.95
## 85 3.517653e-03 0 two.sided 0.95
## 86 1.378470e-01 0 two.sided 0.95
## 87 3.557117e-07 0 two.sided 0.95
## 88 4.366628e-05 0 two.sided 0.95
## 89 1.058793e-03 0 two.sided 0.95
## 90 6.664187e-06 0 two.sided 0.95
## 91 3.705104e-05 0 two.sided 0.95
## 92 2.034427e-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 3.883586e-02 0 two.sided 0.95
## 97 3.037377e-03 0 two.sided 0.95
## 98 1.143169e-01 0 two.sided 0.95
## 99 3.694696e-02 0 two.sided 0.95
## 100 3.557117e-07 0 two.sided 0.95
## 101 3.340712e-04 0 two.sided 0.95
## 102 3.858205e-02 0 two.sided 0.95
## 103 2.884073e-04 0 two.sided 0.95
## 104 1.359228e-07 0 two.sided 0.95
## 105 3.557117e-07 0 two.sided 0.95
## 106 9.768829e-06 0 two.sided 0.95
## 107 1.902923e-03 0 two.sided 0.95
## 108 3.557117e-07 0 two.sided 0.95
## 109 3.145357e-06 0 two.sided 0.95
## 110 3.267317e-01 0 two.sided 0.95
## 111 1.192761e-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 4.372220e-02 0 two.sided 0.95
## 116 1.826078e-01 0 two.sided 0.95
## 117 4.642855e-05 0 two.sided 0.95
## 118 2.059230e-03 0 two.sided 0.95
## 119 2.187558e-02 0 two.sided 0.95
## 120 6.642023e-03 0 two.sided 0.95
## 121 2.029342e+00 0 two.sided 0.95
## 122 1.736482e-03 0 two.sided 0.95
## 123 -2.362816e-03 0 two.sided 0.95
## 124 1.747180e-03 0 two.sided 0.95
## 125 3.318760e-02 0 two.sided 0.95
## 126 7.711697e-03 0 two.sided 0.95
## 127 1.975181e-03 0 two.sided 0.95
## 128 5.959307e-04 0 two.sided 0.95
## 129 6.384454e-03 0 two.sided 0.95
## 130 1.628715e-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 3.210176e-04 0 two.sided 0.95
## 134 5.098474e-01 0 two.sided 0.95
## 135 3.543850e-04 0 two.sided 0.95
## 136 2.424125e-03 0 two.sided 0.95
## 137 1.129242e-03 0 two.sided 0.95
## 138 2.990209e-05 0 two.sided 0.95
## 139 7.665801e-04 0 two.sided 0.95
## 140 2.481592e-03 0 two.sided 0.95
## 141 3.006714e-01 0 two.sided 0.95
## 142 1.593609e-03 0 two.sided 0.95
## 143 3.585409e-02 0 two.sided 0.95
## 144 2.943871e-01 0 two.sided 0.95
## 145 8.502909e-06 0 two.sided 0.95
## 146 4.693129e-03 0 two.sided 0.95
## 147 2.462118e-03 0 two.sided 0.95
## 148 1.513322e-03 0 two.sided 0.95
## 149 1.218574e-03 0 two.sided 0.95
## 150 3.557117e-07 0 two.sided 0.95
## 151 3.557117e-07 0 two.sided 0.95
## 152 4.026364e-03 0 two.sided 0.95
## 153 1.135819e-04 0 two.sided 0.95
## 154 5.690304e-04 0 two.sided 0.95
## 155 3.557117e-07 0 two.sided 0.95
## 156 5.056709e-02 0 two.sided 0.95
## 157 1.021999e-05 0 two.sided 0.95
## 158 2.088052e-03 0 two.sided 0.95
## 159 8.060373e-04 0 two.sided 0.95
## 160 3.557117e-07 0 two.sided 0.95
## 161 1.793338e-04 0 two.sided 0.95
## 162 2.913099e-03 0 two.sided 0.95
## 163 3.557117e-07 0 two.sided 0.95
## 164 1.429037e-04 0 two.sided 0.95
## 165 7.969761e-03 0 two.sided 0.95
## 166 3.557117e-07 0 two.sided 0.95
## 167 1.653283e-03 0 two.sided 0.95
## 168 3.557117e-07 0 two.sided 0.95
## 169 6.630276e-03 0 two.sided 0.95
## 170 2.882581e-04 0 two.sided 0.95
## 171 9.160985e-05 0 two.sided 0.95
## 172 2.560790e-04 0 two.sided 0.95
## 173 6.827403e-05 0 two.sided 0.95
## 174 6.665569e-05 0 two.sided 0.95
## 175 1.947749e-02 0 two.sided 0.95
## 176 1.085905e-02 0 two.sided 0.95
## 177 3.446149e-05 0 two.sided 0.95
## 178 4.578050e-05 0 two.sided 0.95
## 179 1.892528e-02 0 two.sided 0.95
## 180 3.557117e-07 0 two.sided 0.95
## 181 3.120727e-05 0 two.sided 0.95
## 182 1.195827e-05 0 two.sided 0.95
## 183 1.192092e-02 0 two.sided 0.95
## 184 1.643648e-05 0 two.sided 0.95
## 185 2.396885e-02 0 two.sided 0.95
## 186 1.447126e-02 0 two.sided 0.95
## 187 3.819302e-02 0 two.sided 0.95
## 188 1.067591e-04 0 two.sided 0.95
## 189 1.536393e-04 0 two.sided 0.95
## 190 5.205094e-05 0 two.sided 0.95
## 191 2.661355e-02 0 two.sided 0.95
## 192 8.228191e-05 0 two.sided 0.95
## 193 3.557117e-07 0 two.sided 0.95
## 194 3.618916e-04 0 two.sided 0.95
## 195 1.286961e-03 0 two.sided 0.95
## 196 1.668882e-02 0 two.sided 0.95
## 197 3.557117e-07 0 two.sided 0.95
## 198 3.590009e-06 0 two.sided 0.95
## 199 6.761668e-05 0 two.sided 0.95
## 200 2.211054e-05 0 two.sided 0.95
## 201 1.558185e-03 0 two.sided 0.95
## 202 -5.496987e-07 0 two.sided 0.95
## 203 1.449162e-02 0 two.sided 0.95
## 204 9.964209e-04 0 two.sided 0.95
## 205 3.557117e-07 0 two.sided 0.95
## 206 8.069580e-05 0 two.sided 0.95
## 207 1.339641e-04 0 two.sided 0.95
## 208 1.698337e-05 0 two.sided 0.95
## 209 3.557117e-07 0 two.sided 0.95
## 210 6.457557e-04 0 two.sided 0.95
## 211 1.051009e-03 0 two.sided 0.95
## 212 8.281369e-06 0 two.sided 0.95
## 213 2.634143e-03 0 two.sided 0.95
## 214 7.468527e-04 0 two.sided 0.95
## 215 9.843489e-04 0 two.sided 0.95
## 216 2.339486e-05 0 two.sided 0.95
## 217 3.024026e-02 0 two.sided 0.95
## 218 2.836594e-03 0 two.sided 0.95
## 219 3.039855e-03 0 two.sided 0.95
## 220 2.373638e-02 0 two.sided 0.95
## 221 3.557117e-07 0 two.sided 0.95
## 222 5.378633e-04 0 two.sided 0.95
## 223 4.322363e-03 0 two.sided 0.95
## 224 3.557117e-07 0 two.sided 0.95
## 225 1.527978e-06 0 two.sided 0.95
## 226 6.146415e-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 1.311713e-03 0 two.sided 0.95
## 230 9.477843e-03 0 two.sided 0.95
## 231 3.557117e-07 0 two.sided 0.95
## 232 8.021883e-05 0 two.sided 0.95
## 233 1.978131e-04 0 two.sided 0.95
## 234 3.557117e-07 0 two.sided 0.95
## 235 2.790922e-05 0 two.sided 0.95
## 236 4.774514e-05 0 two.sided 0.95
## 237 2.830602e-05 0 two.sided 0.95
## 238 3.557117e-07 0 two.sided 0.95
## 239 2.856009e-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 3.528037e-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 2.695185e-03 0 two.sided 0.95
## 248 3.165336e-04 0 two.sided 0.95
## 249 3.557117e-07 0 two.sided 0.95
## 250 3.557117e-07 0 two.sided 0.95
## 251 6.587814e-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 1.205288e-05 0 two.sided 0.95
## 255 1.653775e-04 0 two.sided 0.95
## 256 1.949595e-05 0 two.sided 0.95
## 257 1.083417e-04 0 two.sided 0.95
## 258 8.295952e-06 0 two.sided 0.95
## 259 3.557117e-07 0 two.sided 0.95
## 260 4.456214e-04 0 two.sided 0.95
## 261 3.557117e-07 0 two.sided 0.95
## 262 2.001849e-05 0 two.sided 0.95
## 263 1.887173e-01 0 two.sided 0.95
## 264 2.409705e-05 0 two.sided 0.95
## 265 2.385379e-05 0 two.sided 0.95
## 266 7.973461e-05 0 two.sided 0.95
## 267 3.557117e-07 0 two.sided 0.95
## 268 6.449799e-05 0 two.sided 0.95
## 269 3.557117e-07 0 two.sided 0.95
## 270 3.557117e-07 0 two.sided 0.95
## 271 3.557117e-07 0 two.sided 0.95
## 272 1.946396e-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 4.494220e-05 0 two.sided 0.95
## 277 3.557117e-07 0 two.sided 0.95
## 278 6.712845e-06 0 two.sided 0.95
## 279 3.197845e-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 2.204775e-06 0 two.sided 0.95
## 283 3.133271e-06 0 two.sided 0.95
## 284 9.955415e-04 0 two.sided 0.95
## 285 8.764465e-05 0 two.sided 0.95
## 286 1.264771e-02 0 two.sided 0.95
## 287 7.947382e-05 0 two.sided 0.95
## 288 1.897672e-06 0 two.sided 0.95
## 289 2.795691e-06 0 two.sided 0.95
## 290 1.701573e-06 0 two.sided 0.95
## 291 2.339597e-06 0 two.sided 0.95
## 292 4.856928e-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 8.989924e-06 0 two.sided 0.95
## 296 3.557117e-07 0 two.sided 0.95
## 297 2.234802e-06 0 two.sided 0.95
## 298 7.974579e-05 0 two.sided 0.95
## 299 8.079740e-06 0 two.sided 0.95
## 300 3.413758e-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 3.557117e-07 0 two.sided 0.95
## 305 8.766932e-02 0 two.sided 0.95
## 306 2.126007e-05 0 two.sided 0.95
## 307 8.157719e-05 0 two.sided 0.95
## 308 5.546589e-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 8.203164e-05 0 two.sided 0.95
## 312 2.513256e-03 0 two.sided 0.95
## 313 2.774421e-05 0 two.sided 0.95
## 314 1.163726e-03 0 two.sided 0.95
## 315 3.557117e-07 0 two.sided 0.95
## 316 5.491465e-05 0 two.sided 0.95
## 317 1.176412e-04 0 two.sided 0.95
## 318 3.557117e-07 0 two.sided 0.95
## 319 1.565129e-04 0 two.sided 0.95
## 320 6.858246e-06 0 two.sided 0.95
## 321 8.133146e-04 0 two.sided 0.95
## 322 2.650503e-05 0 two.sided 0.95
## 323 6.321451e-05 0 two.sided 0.95
## 324 2.518157e-05 0 two.sided 0.95
## 325 3.557117e-07 0 two.sided 0.95
## 326 5.724740e-04 0 two.sided 0.95
## 327 4.102724e-07 0 two.sided 0.95
## 328 2.362704e-03 0 two.sided 0.95
## 329 1.850296e-04 0 two.sided 0.95
## 330 2.100331e-03 0 two.sided 0.95
## 331 1.967999e-03 0 two.sided 0.95
## 332 9.620261e-04 0 two.sided 0.95
## 333 3.557117e-07 0 two.sided 0.95
## 334 3.557117e-07 0 two.sided 0.95
## 335 1.798212e-03 0 two.sided 0.95
## 336 5.171979e-03 0 two.sided 0.95
## 337 4.649559e-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 3.557117e-07 0 two.sided 0.95
## 343 3.557117e-07 0 two.sided 0.95
## 344 3.557117e-07 0 two.sided 0.95
## 345 1.727025e-06 0 two.sided 0.95
## 346 2.633995e-03 0 two.sided 0.95
## 347 -3.104307e-06 0 two.sided 0.95
## 348 3.557117e-07 0 two.sided 0.95
## 349 2.734280e-01 0 two.sided 0.95
## 350 1.108501e-03 0 two.sided 0.95
## 351 2.065761e-03 0 two.sided 0.95
## 352 8.845486e-06 0 two.sided 0.95
## 353 3.557117e-07 0 two.sided 0.95
## 354 3.557117e-07 0 two.sided 0.95
## 355 4.272495e-02 0 two.sided 0.95
## 356 1.992369e-02 0 two.sided 0.95
## 357 3.232838e-05 0 two.sided 0.95
## 358 2.664178e-06 0 two.sided 0.95
## 359 -7.663416e-02 0 two.sided 0.95
## 360 1.226361e-02 0 two.sided 0.95te dice cuantas obervaciones hay que son 3 y en total que son 6, lo unico que te sivre es el valor p lo cual haremos a continuación
Pvalue <- Analisis %>%
mutate(PV = tStudent$pvalue,
LPV = -log10(PV)) %>%
select(1,"PV", "LPV")
Pvalue## Gen PV LPV
## 1 ath-miR159a-000338 0.534361914 0.272164503
## 2 hsa-let-7a-000377 0.393016684 0.405589013
## 3 hsa-let-7b-002619 0.471738212 0.326298943
## 4 hsa-let-7c-000379 0.348615476 0.457653338
## 5 hsa-let-7d-002283 0.073134761 1.135876152
## 6 hsa-let-7e-002406 0.597432493 0.223711161
## 7 hsa-let-7f-000382 0.284898523 0.545309803
## 8 hsa-let-7g-002282 0.687795965 0.162540376
## 9 hsa-miR-1-002222 0.038982863 1.409126269
## 10 hsa-miR-100-000437 0.225413968 0.647019175
## 11 hsa-miR-101-002253 0.341238379 0.466942130
## 12 hsa-miR-103-000439 0.564345302 0.248455086
## 13 hsa-miR-105-002167 0.420730098 0.375996418
## 14 hsa-miR-106a-002169 0.398113421 0.399993182
## 15 hsa-miR-106b-000442 0.993380555 0.002884345
## 16 hsa-miR-107-000443 0.698867090 0.155605410
## 17 hsa-miR-10a-000387 0.115319978 0.938095450
## 18 hsa-miR-10b-002218 0.422624458 0.374045374
## 19 hsa-miR-122-002245 0.365442031 0.437181504
## 20 hsa-miR-125a-3p-002199 0.449738480 0.347039952
## 21 hsa-miR-125a-5p-002198 0.261120037 0.583159802
## 22 hsa-miR-125b-000449 0.479457311 0.319250055
## 23 hsa-miR-126-002228 0.528004182 0.277362637
## 24 hsa-miR-127-000452 0.637293278 0.195660662
## 25 hsa-miR-127-5p-002229 0.767666235 0.114827561
## 26 hsa-miR-128a-002216 0.392607749 0.406041133
## 27 hsa-miR-129-000590 0.534361914 0.272164503
## 28 hsa-miR-130a-000454 0.743089292 0.128958997
## 29 hsa-miR-130b-000456 0.711521978 0.147811680
## 30 hsa-miR-132-000457 0.227076419 0.643827964
## 31 hsa-miR-133a-002246 0.812316075 0.090274953
## 32 hsa-miR-133b-002247 0.734846050 0.133803636
## 33 hsa-miR-135a-000460 0.431206266 0.365314937
## 34 hsa-miR-135b-002261 0.770262771 0.113361093
## 35 hsa-miR-136-000592 0.534361914 0.272164503
## 36 hsa-miR-138-002284 0.602867840 0.219777883
## 37 hsa-miR-139-3p-002313 0.534361914 0.272164503
## 38 hsa-miR-139-5p-002289 0.262288546 0.581220675
## 39 hsa-miR-140-3p-002234 0.178282247 0.748891900
## 40 hsa-miR-141-000463 0.214735147 0.668096866
## 41 hsa-miR-142-3p-000464 0.463944111 0.333534334
## 42 hsa-miR-142-5p-002248 0.534361914 0.272164503
## 43 hsa-miR-143-002249 0.425272363 0.371332840
## 44 hsa-miR-145-002278 0.651617597 0.186007196
## 45 hsa-miR-146a-000468 0.209155023 0.679531700
## 46 hsa-miR-146b-001097 0.363442885 0.439563829
## 47 hsa-miR-146b-3p-002361 0.001410587 2.850600158
## 48 hsa-miR-147-000469 0.534361914 0.272164503
## 49 hsa-miR-147b-002262 0.534361914 0.272164503
## 50 hsa-miR-148a-000470 0.077803007 1.109003617
## 51 hsa-miR-148b-000471 0.509582028 0.292785898
## 52 hsa-miR-149-002255 0.349466767 0.456594117
## 53 hsa-miR-150-000473 0.087335152 1.058810918
## 54 hsa-miR-152-000475 0.876860000 0.057069741
## 55 hsa-miR-154-000477 0.668926142 0.174621831
## 56 hsa-miR-155-002623 0.456545053 0.340516359
## 57 hsa-miR-15a-000389 0.291210338 0.535793211
## 58 hsa-miR-15b-000390 0.485774446 0.313565335
## 59 hsa-miR-16-000391 0.291111237 0.535941030
## 60 hsa-miR-17-002308 0.409977893 0.387239561
## 61 hsa-miR-181a-000480 0.738066536 0.131904485
## 62 hsa-miR-181c-000482 0.533811508 0.272612068
## 63 hsa-miR-182-002334 0.305376218 0.515164788
## 64 hsa-miR-183-002269 0.227341279 0.643321702
## 65 hsa-miR-184-000485 0.406410918 0.391034634
## 66 hsa-miR-185-002271 0.619746921 0.207785622
## 67 hsa-miR-186-002285 0.072215805 1.141367743
## 68 hsa-miR-188-3p-002106 0.534361914 0.272164503
## 69 hsa-miR-18a-002422 0.340090140 0.468405959
## 70 hsa-miR-18b-002217 0.117858728 0.928638251
## 71 hsa-miR-190-000489 0.491535072 0.308445489
## 72 hsa-miR-191-002299 0.267366291 0.572893349
## 73 hsa-miR-192-000491 0.061127578 1.213762812
## 74 hsa-miR-193a-3p-002250 0.092246001 1.035052452
## 75 hsa-miR-193a-5p-002281 0.416143733 0.380756642
## 76 hsa-miR-193b-002367 0.358961352 0.444952308
## 77 hsa-miR-194-000493 0.173751160 0.760072288
## 78 hsa-miR-195-000494 0.102751522 0.988211738
## 79 hsa-miR-196b-002215 0.325980250 0.486808711
## 80 hsa-miR-197-000497 0.242549908 0.615198886
## 81 hsa-miR-198-002273 0.826979567 0.082505221
## 82 hsa-miR-199a-000498 0.508183952 0.293979053
## 83 hsa-miR-199a-3p-002304 0.310179297 0.508387192
## 84 hsa-miR-199b-000500 0.511072509 0.291517479
## 85 hsa-miR-19a-000395 0.409957833 0.387260811
## 86 hsa-miR-19b-000396 0.663533091 0.178137414
## 87 hsa-miR-200a-000502 0.534361914 0.272164503
## 88 hsa-miR-200b-002251 0.158836446 0.799049838
## 89 hsa-miR-200c-002300 0.256772624 0.590451281
## 90 hsa-miR-202-002363 0.387652661 0.411557231
## 91 hsa-miR-203-000507 0.656867514 0.182522216
## 92 hsa-miR-204-000508 0.332614254 0.478059143
## 93 hsa-miR-205-000509 0.534361914 0.272164503
## 94 hsa-miR-208-000511 0.534361914 0.272164503
## 95 hsa-miR-208b-002290 0.424588844 0.372031421
## 96 hsa-miR-20a-000580 0.414381360 0.382599788
## 97 hsa-miR-20b-001014 0.423566806 0.373078082
## 98 hsa-miR-21-000397 0.573722126 0.241298401
## 99 hsa-miR-210-000512 0.363031805 0.440055325
## 100 hsa-miR-211-000514 0.534361914 0.272164503
## 101 hsa-miR-212-000515 0.329578446 0.482041198
## 102 hsa-miR-214-002306 0.328077374 0.484023720
## 103 hsa-miR-215-000518 0.408221686 0.389103928
## 104 hsa-miR-216a-002220 0.162920315 0.788024758
## 105 hsa-miR-216b-002326 0.534361914 0.272164503
## 106 hsa-miR-217-002337 0.326810465 0.485704045
## 107 hsa-miR-218-000521 0.615476349 0.210788631
## 108 hsa-miR-219-000522 0.534361914 0.272164503
## 109 hsa-miR-219-1-3p-002095 0.496330154 0.304229339
## 110 hsa-miR-219-2-3p-002390 0.179458005 0.746037165
## 111 hsa-miR-22-000398 0.202632982 0.693289864
## 112 hsa-miR-220-000523 0.534361914 0.272164503
## 113 hsa-miR-220b-002206 0.534361914 0.272164503
## 114 hsa-miR-220c-002211 0.534361914 0.272164503
## 115 hsa-miR-221-000524 0.468962669 0.328861727
## 116 hsa-miR-222-002276 0.131153071 0.882221537
## 117 hsa-miR-223-002295 0.346461125 0.460345488
## 118 hsa-miR-224-002099 0.201835550 0.695002337
## 119 hsa-miR-23a-000399 0.735776902 0.133253850
## 120 hsa-miR-23b-000400 0.422611320 0.374058874
## 121 hsa-miR-24-000402 0.814229027 0.089253419
## 122 hsa-miR-25-000403 0.228696721 0.640740062
## 123 hsa-miR-26a-000405 0.020221274 1.694191494
## 124 hsa-miR-26b-000407 0.113893861 0.943499685
## 125 hsa-miR-27a-000408 0.398423768 0.399654761
## 126 hsa-miR-27b-000409 0.561622989 0.250555124
## 127 hsa-miR-28-000411 0.730516268 0.136370108
## 128 hsa-miR-28-3p-002446 0.098781255 1.005325460
## 129 hsa-miR-296-000527 0.343002996 0.464702087
## 130 hsa-miR-296-3p-002101 0.508369816 0.293820243
## 131 hsa-miR-298-002190 0.534361914 0.272164503
## 132 hsa-miR-299-3p-001015 0.443280283 0.353321586
## 133 hsa-miR-299-5p-000600 0.522178230 0.282181238
## 134 hsa-miR-29a-002112 0.429619449 0.366916066
## 135 hsa-miR-29b-000413 0.810500830 0.091246536
## 136 hsa-miR-29c-000587 0.161675744 0.791355132
## 137 hsa-miR-301-000528 0.265760258 0.575509962
## 138 hsa-miR-301b-002392 0.585566142 0.232424043
## 139 hsa-miR-302a-000529 0.471036649 0.326945302
## 140 hsa-miR-302b-000531 0.433502064 0.363008831
## 141 hsa-miR-302c-000533 0.392789641 0.405839975
## 142 hsa-miR-30b-000602 0.077366622 1.111446364
## 143 hsa-miR-30c-000419 0.967224916 0.014472524
## 144 hsa-miR-31-002279 0.409493542 0.387752943
## 145 hsa-miR-32-002109 0.085927993 1.065865334
## 146 hsa-miR-320-002277 0.345491354 0.461562817
## 147 hsa-miR-323-3p-002227 0.200444060 0.698006810
## 148 hsa-miR-324-3p-002161 0.683031614 0.165559195
## 149 hsa-miR-324-5p-000539 0.501526142 0.299706424
## 150 hsa-miR-325-000540 0.534361914 0.272164503
## 151 hsa-miR-326-000542 0.534361914 0.272164503
## 152 hsa-miR-328-000543 0.958788031 0.018277396
## 153 hsa-miR-329-001101 0.816539487 0.088022808
## 154 hsa-miR-330-000544 0.916624084 0.037808736
## 155 hsa-miR-330-5p-002230 0.534361914 0.272164503
## 156 hsa-miR-331-000545 0.424748875 0.371867763
## 157 hsa-miR-331-5p-002233 0.934920447 0.029225342
## 158 hsa-miR-335-000546 0.997221389 0.001208415
## 159 hsa-miR-337-5p-002156 0.181132966 0.742002502
## 160 hsa-miR-338-3p-002252 0.534361914 0.272164503
## 161 hsa-miR-339-3p-002184 0.273702417 0.562721368
## 162 hsa-miR-339-5p-002257 0.923600357 0.034515908
## 163 hsa-miR-33b-002085 0.534361914 0.272164503
## 164 hsa-miR-340-002258 0.352977246 0.452253290
## 165 hsa-miR-342-3p-002260 0.416773730 0.380099663
## 166 hsa-miR-342-5p-002147 0.534361914 0.272164503
## 167 hsa-miR-345-002186 0.552986548 0.257285433
## 168 hsa-miR-346-000553 0.534361914 0.272164503
## 169 hsa-miR-34a-000426 0.916983637 0.037638414
## 170 hsa-miR-34c-000428 0.394495645 0.403957786
## 171 hsa-miR-361-000554 0.110655803 0.956025806
## 172 hsa-miR-362-001273 0.390041200 0.408889516
## 173 hsa-miR-362-3p-002117 0.336130024 0.473492693
## 174 hsa-miR-363-001271 0.563066416 0.249440375
## 175 hsa-miR-365-001020 0.163708245 0.785929446
## 176 hsa-miR-367-000555 0.241913081 0.616340647
## 177 hsa-miR-369-3p-000557 0.335143247 0.474769528
## 178 hsa-miR-369-5p-001021 0.048964978 1.310114432
## 179 hsa-miR-370-002275 0.317739255 0.497929127
## 180 hsa-miR-371-3p-002124 0.534361914 0.272164503
## 181 hsa-miR-372-000560 0.338194205 0.470833839
## 182 hsa-miR-373-000561 0.668021020 0.175209871
## 183 hsa-miR-374-000563 0.486204807 0.313180752
## 184 hsa-miR-375-000564 0.130587745 0.884097579
## 185 hsa-miR-376a-000565 0.666344514 0.176301173
## 186 hsa-miR-376b-001102 0.680064598 0.167449833
## 187 hsa-miR-376c-002122 0.506526526 0.295397806
## 188 hsa-miR-377-000566 0.106926591 0.970914279
## 189 hsa-miR-380-3p-000569 0.532343809 0.273807793
## 190 hsa-miR-381-000571 0.689797381 0.161278459
## 191 hsa-miR-382-000572 0.463937504 0.333540519
## 192 hsa-miR-383-000573 0.473883103 0.324328777
## 193 hsa-miR-384-000574 0.534361914 0.272164503
## 194 hsa-miR-409-5p-002331 0.133055391 0.875967524
## 195 hsa-miR-410-001274 0.994563771 0.002367365
## 196 hsa-miR-411-001610 0.576062376 0.239530489
## 197 hsa-miR-412-001023 0.534361914 0.272164503
## 198 hsa-miR-422a-002297 0.095086078 1.021883064
## 199 hsa-miR-423-5p-002340 0.566927694 0.246472328
## 200 hsa-miR-424-000604 0.294146823 0.531435838
## 201 hsa-miR-425-5p-001516 0.331098159 0.480043235
## 202 hsa-miR-429-001024 0.028896824 1.539149893
## 203 hsa-miR-431-001979 0.484236328 0.314942633
## 204 hsa-miR-433-001028 0.408736546 0.388556529
## 205 hsa-miR-448-001029 0.534361914 0.272164503
## 206 hsa-miR-449-001030 0.431199350 0.365321902
## 207 hsa-miR-449b-001608 0.324688042 0.488533706
## 208 hsa-miR-450a-002303 0.051598285 1.287364733
## 209 hsa-miR-450b-3p-002208 0.534361914 0.272164503
## 210 hsa-miR-450b-5p-002207 0.005477240 2.261438191
## 211 hsa-miR-452-002329 0.549422629 0.260093457
## 212 hsa-miR-453-002318 0.662014719 0.179132355
## 213 hsa-miR-454-002323 0.731165852 0.135984100
## 214 hsa-miR-455-001280 0.335822205 0.473890591
## 215 hsa-miR-455-3p-002244 0.252772550 0.597270090
## 216 hsa-miR-483-5p-002338 0.171217497 0.766451856
## 217 hsa-miR-484-001821 0.560184421 0.251668973
## 218 hsa-miR-485-3p-001277 0.305307300 0.515262812
## 219 hsa-miR-485-5p-001036 0.899647408 0.045927667
## 220 hsa-miR-486-001278 0.969359742 0.013515021
## 221 hsa-miR-486-3p-002093 0.534361914 0.272164503
## 222 hsa-miR-487a-001279 0.520492918 0.283585175
## 223 hsa-miR-487b-001285 0.457555170 0.339556534
## 224 hsa-miR-488-002357 0.534361914 0.272164503
## 225 hsa-miR-489-002358 0.053558547 1.271171212
## 226 hsa-miR-490-001037 0.340248139 0.468204242
## 227 hsa-miR-491-3p-002360 0.534361914 0.272164503
## 228 hsa-miR-492-001039 0.534361914 0.272164503
## 229 hsa-miR-493-002364 0.401590741 0.396216309
## 230 hsa-miR-494-002365 0.318111150 0.497421108
## 231 hsa-miR-499-3p-002427 0.534361914 0.272164503
## 232 hsa-miR-500-002428 0.939476701 0.027113986
## 233 hsa-miR-501-001047 0.577607795 0.238366954
## 234 hsa-miR-501-3p-002435 0.534361914 0.272164503
## 235 hsa-miR-502-001109 0.133681060 0.873930121
## 236 hsa-miR-502-3p-002083 0.084878699 1.071201285
## 237 hsa-miR-503-001048 0.889030529 0.051083325
## 238 hsa-miR-504-002084 0.534361914 0.272164503
## 239 hsa-miR-505-002089 0.940212667 0.026773902
## 240 hsa-miR-506-001050 0.534361914 0.272164503
## 241 hsa-miR-507-001051 0.534361914 0.272164503
## 242 hsa-miR-508-001052 0.753067074 0.123166341
## 243 hsa-miR-508-5p-002092 0.534361914 0.272164503
## 244 hsa-miR-509-3-5p-002155 0.534361914 0.272164503
## 245 hsa-miR-509-5p-002235 0.534361914 0.272164503
## 246 hsa-miR-510-002241 0.534361914 0.272164503
## 247 hsa-miR-511-001111 0.919980918 0.036221181
## 248 hsa-miR-512-3p-001823 0.403471539 0.394187096
## 249 hsa-miR-512-5p-001145 0.534361914 0.272164503
## 250 hsa-miR-513-5p-002090 0.534361914 0.272164503
## 251 hsa-miR-515-3p-002369 0.286850927 0.542343742
## 252 hsa-miR-515-5p-001112 0.317055856 0.498864220
## 253 hsa-miR-516a-5p-002416 0.534361914 0.272164503
## 254 hsa-miR-516b-001150 0.408706043 0.388588941
## 255 hsa-miR-517a-002402 0.413149242 0.383893040
## 256 hsa-miR-517b-001152 0.413172318 0.383868784
## 257 hsa-miR-517c-001153 0.226373172 0.645175043
## 258 hsa-miR-518a-3p-002397 0.222977387 0.651739179
## 259 hsa-miR-518a-5p-002396 0.534361914 0.272164503
## 260 hsa-miR-518b-001156 0.327502994 0.484784726
## 261 hsa-miR-518c-002401 0.534361914 0.272164503
## 262 hsa-miR-518d-001159 0.414097111 0.382897799
## 263 hsa-miR-518d-5p-002389 0.065696613 1.182457023
## 264 hsa-miR-518e-002395 0.415510784 0.381417700
## 265 hsa-miR-518f-002388 0.219758478 0.658054361
## 266 hsa-miR-519a-002415 0.363543962 0.439443064
## 267 hsa-miR-519c-001163 0.534361914 0.272164503
## 268 hsa-miR-519d-002403 0.389607215 0.409373009
## 269 hsa-miR-519e-002370 0.534361914 0.272164503
## 270 hsa-miR-520a#-001168 0.534361914 0.272164503
## 271 hsa-miR-520a-001167 0.534361914 0.272164503
## 272 hsa-miR-520b-001116 0.406307325 0.391145348
## 273 hsa-miR-520d-5p-002393 0.534361914 0.272164503
## 274 hsa-miR-520e-001119 0.421795520 0.374898037
## 275 hsa-miR-520f-001120 0.402460957 0.395276245
## 276 hsa-miR-520g-001121 0.418780238 0.378013820
## 277 hsa-miR-521-001122 0.534361914 0.272164503
## 278 hsa-miR-522-002413 0.103892866 0.983414272
## 279 hsa-miR-523-002386 0.340345573 0.468079895
## 280 hsa-miR-524-5p-001982 0.534361914 0.272164503
## 281 hsa-miR-525-001174 0.534361914 0.272164503
## 282 hsa-miR-525-3p-002385 0.360408120 0.443205432
## 283 hsa-miR-526b-002382 0.375585715 0.425290934
## 284 hsa-miR-532-001518 0.542721364 0.265423082
## 285 hsa-miR-532-3p-002355 0.251325039 0.599764241
## 286 hsa-miR-539-001286 0.872283791 0.059342197
## 287 hsa-miR-541-002201 0.666040437 0.176499403
## 288 hsa-miR-542-3p-001284 0.099254342 1.003250484
## 289 hsa-miR-542-5p-002240 0.132593247 0.877478593
## 290 hsa-miR-544-002265 0.009209125 2.035781624
## 291 hsa-miR-545-002267 0.907025965 0.042380280
## 292 hsa-miR-548a-001538 0.004869389 2.312525560
## 293 hsa-miR-548a-5p-002412 0.534361914 0.272164503
## 294 hsa-miR-548b-001541 0.534361914 0.272164503
## 295 hsa-miR-548b-5p-002408 0.191526862 0.717770307
## 296 hsa-miR-548c-001590 0.534361914 0.272164503
## 297 hsa-miR-548c-5p-002429 0.461787792 0.335557552
## 298 hsa-miR-548d-001605 0.004986963 2.302163841
## 299 hsa-miR-548d-5p-002237 0.152328251 0.817219544
## 300 hsa-miR-551b-001535 0.198907939 0.701347883
## 301 hsa-miR-556-3p-002345 0.534361914 0.272164503
## 302 hsa-miR-556-5p-002344 0.534361914 0.272164503
## 303 hsa-miR-561-001528 0.534361914 0.272164503
## 304 hsa-miR-570-002347 0.534361914 0.272164503
## 305 hsa-miR-574-3p-002349 0.960152293 0.017659877
## 306 hsa-miR-576-3p-002351 0.542481611 0.265614979
## 307 hsa-miR-576-5p-002350 0.090098560 1.045282148
## 308 hsa-miR-579-002398 0.851569554 0.069779874
## 309 hsa-miR-582-3p-002399 0.534361914 0.272164503
## 310 hsa-miR-582-5p-001983 0.534361914 0.272164503
## 311 hsa-miR-589-002409 0.892597866 0.049344156
## 312 hsa-miR-590-5p-001984 0.343573850 0.463979899
## 313 hsa-miR-597-001551 0.343546604 0.464014341
## 314 hsa-miR-598-001988 0.832298516 0.079720880
## 315 hsa-miR-615-5p-002353 0.534361914 0.272164503
## 316 hsa-miR-616-002414 0.579887189 0.236656485
## 317 hsa-miR-618-001593 0.013637046 1.865279703
## 318 hsa-miR-624-002430 0.534361914 0.272164503
## 319 hsa-miR-625-002431 0.509229078 0.293086805
## 320 hsa-miR-627-001560 0.412191546 0.384900920
## 321 hsa-miR-628-5p-002433 0.500751011 0.300378165
## 322 hsa-miR-629-002436 0.412831845 0.384226810
## 323 hsa-miR-636-002088 0.529124621 0.276442029
## 324 hsa-miR-642-001592 0.930292220 0.031380611
## 325 hsa-miR-651-001604 0.534361914 0.272164503
## 326 hsa-miR-652-002352 0.760599316 0.118844069
## 327 hsa-miR-653-002292 0.199149284 0.700821251
## 328 hsa-miR-654-001611 0.914698385 0.038722088
## 329 hsa-miR-654-3p-002239 0.543030563 0.265175727
## 330 hsa-miR-655-001612 0.715635813 0.145307934
## 331 hsa-miR-660-001515 0.271795911 0.565757082
## 332 hsa-miR-671-3p-002322 0.343369651 0.464238093
## 333 hsa-miR-672-002327 0.534361914 0.272164503
## 334 hsa-miR-674-002021 0.534361914 0.272164503
## 335 hsa-miR-708-002341 0.299595927 0.523464094
## 336 hsa-miR-744-002324 0.977041763 0.010086872
## 337 hsa-miR-758-001990 0.443010469 0.353586011
## 338 hsa-miR-871-002354 0.534361914 0.272164503
## 339 hsa-miR-872-002264 0.534361914 0.272164503
## 340 hsa-miR-873-002356 0.349608184 0.456418410
## 341 hsa-miR-875-3p-002204 0.534361914 0.272164503
## 342 hsa-miR-876-3p-002225 0.534361914 0.272164503
## 343 hsa-miR-876-5p-002205 0.534361914 0.272164503
## 344 hsa-miR-885-3p-002372 0.534361914 0.272164503
## 345 hsa-miR-885-5p-002296 0.068788852 1.162481941
## 346 hsa-miR-886-3p-002194 0.612278942 0.213050677
## 347 hsa-miR-886-5p-002193 0.046381012 1.333659783
## 348 hsa-miR-887-002374 0.534361914 0.272164503
## 349 hsa-miR-888-002212 0.694182149 0.158526559
## 350 hsa-miR-889-002202 0.517261768 0.286289620
## 351 hsa-miR-890-002209 0.335374646 0.474469773
## 352 hsa-miR-891a-002191 0.403967931 0.393653110
## 353 hsa-miR-891b-002210 0.534361914 0.272164503
## 354 hsa-miR-892a-002195 0.534361914 0.272164503
## 355 hsa-miR-9-000583 0.421620758 0.375078015
## 356 hsa-miR-92a-000431 0.472627803 0.325480734
## 357 hsa-miR-95-000433 0.254127505 0.594948327
## 358 hsa-miR-98-000577 0.432273794 0.364241092
## 359 hsa-miR-99a-000435 0.020514747 1.687933836
## 360 hsa-miR-99b-000436 0.838767768 0.076358267tenemos que abrir nueva columna para sacra el logaritmo de la gráfica chunk anterior (LPV) ahora sacaremos el fold change
foldchange <- Analisis %>%
mutate(DosDCt_Cx = (A+B+C)/3,
DosDCt_Tx = (D+E+F)/3,
DosDDCt = DosDCt_Cx/DosDCt_Tx,
LFC = log2(DosDDCt)) %>%
select(-2:-7)
foldchange## Gen DosDCt_Cx DosDCt_Tx DosDDCt
## 1 ath-miR159a-000338 1.113319e-06 1.220085e-06 9.124925e-01
## 2 hsa-let-7a-000377 2.589824e-02 3.390214e-02 7.639119e-01
## 3 hsa-let-7b-002619 1.141338e-01 1.457383e-01 7.831421e-01
## 4 hsa-let-7c-000379 8.055546e-03 5.820710e-03 1.383946e+00
## 5 hsa-let-7d-002283 7.996022e-03 1.226943e-02 6.517026e-01
## 6 hsa-let-7e-002406 1.492081e-01 1.716779e-01 8.691168e-01
## 7 hsa-let-7f-000382 1.705013e-03 3.020536e-03 5.644736e-01
## 8 hsa-let-7g-002282 8.624151e-03 7.982499e-03 1.080382e+00
## 9 hsa-miR-1-002222 1.346243e-05 6.161569e-06 2.184903e+00
## 10 hsa-miR-100-000437 2.568678e-01 4.344875e-01 5.911973e-01
## 11 hsa-miR-101-002253 8.378190e-05 6.171893e-05 1.357475e+00
## 12 hsa-miR-103-000439 4.224798e-03 3.364205e-03 1.255809e+00
## 13 hsa-miR-105-002167 1.113319e-06 2.889903e-05 3.852443e-02
## 14 hsa-miR-106a-002169 1.512520e-02 3.869783e-02 3.908540e-01
## 15 hsa-miR-106b-000442 2.327018e-03 2.320379e-03 1.002861e+00
## 16 hsa-miR-107-000443 1.677032e-04 1.455156e-04 1.152476e+00
## 17 hsa-miR-10a-000387 1.550230e-03 4.583025e-03 3.382548e-01
## 18 hsa-miR-10b-002218 1.113319e-06 2.110901e-03 5.274140e-04
## 19 hsa-miR-122-002245 1.113319e-06 1.431738e-05 7.775994e-02
## 20 hsa-miR-125a-3p-002199 8.548899e-05 1.063027e-04 8.042034e-01
## 21 hsa-miR-125a-5p-002198 5.275407e-03 1.255904e-02 4.200485e-01
## 22 hsa-miR-125b-000449 1.869596e-01 2.171538e-01 8.609545e-01
## 23 hsa-miR-126-002228 5.902730e-03 4.281092e-03 1.378791e+00
## 24 hsa-miR-127-000452 3.716525e-02 2.884515e-02 1.288440e+00
## 25 hsa-miR-127-5p-002229 3.498331e-06 4.145193e-06 8.439488e-01
## 26 hsa-miR-128a-002216 3.793187e-04 2.764702e-04 1.372006e+00
## 27 hsa-miR-129-000590 1.113319e-06 1.220085e-06 9.124925e-01
## 28 hsa-miR-130a-000454 1.793879e-03 2.156915e-03 8.316875e-01
## 29 hsa-miR-130b-000456 1.021212e-03 1.132401e-03 9.018114e-01
## 30 hsa-miR-132-000457 3.280652e-03 6.170534e-03 5.316642e-01
## 31 hsa-miR-133a-002246 1.046238e-04 1.121953e-04 9.325143e-01
## 32 hsa-miR-133b-002247 4.248244e-06 6.119194e-06 6.942490e-01
## 33 hsa-miR-135a-000460 1.639171e-06 5.094298e-06 3.217659e-01
## 34 hsa-miR-135b-002261 4.503475e-05 6.128161e-05 7.348820e-01
## 35 hsa-miR-136-000592 1.113319e-06 1.220085e-06 9.124925e-01
## 36 hsa-miR-138-002284 1.021405e-02 1.451481e-02 7.036982e-01
## 37 hsa-miR-139-3p-002313 1.113319e-06 1.220085e-06 9.124925e-01
## 38 hsa-miR-139-5p-002289 3.697655e-04 6.812789e-04 5.427520e-01
## 39 hsa-miR-140-3p-002234 8.904969e-04 4.679298e-04 1.903056e+00
## 40 hsa-miR-141-000463 1.113319e-06 2.705340e-06 4.115263e-01
## 41 hsa-miR-142-3p-000464 1.869130e-06 7.274462e-06 2.569441e-01
## 42 hsa-miR-142-5p-002248 1.113319e-06 1.220085e-06 9.124925e-01
## 43 hsa-miR-143-002249 2.207716e-02 1.452195e-02 1.520261e+00
## 44 hsa-miR-145-002278 3.018070e-01 2.378820e-01 1.268726e+00
## 45 hsa-miR-146a-000468 5.210979e-02 2.836711e-02 1.836979e+00
## 46 hsa-miR-146b-001097 1.980662e-03 2.205920e-03 8.978847e-01
## 47 hsa-miR-146b-3p-002361 2.675556e-05 3.865732e-06 6.921213e+00
## 48 hsa-miR-147-000469 1.113319e-06 1.220085e-06 9.124925e-01
## 49 hsa-miR-147b-002262 1.113319e-06 1.220085e-06 9.124925e-01
## 50 hsa-miR-148a-000470 6.596344e-06 1.937164e-05 3.405155e-01
## 51 hsa-miR-148b-000471 1.411846e-03 1.009646e-03 1.398356e+00
## 52 hsa-miR-149-002255 9.276512e-03 5.963192e-03 1.555628e+00
## 53 hsa-miR-150-000473 1.322382e-05 2.619738e-05 5.047763e-01
## 54 hsa-miR-152-000475 9.545908e-03 8.963832e-03 1.064936e+00
## 55 hsa-miR-154-000477 3.203477e-05 4.270356e-05 7.501663e-01
## 56 hsa-miR-155-002623 1.024615e-03 3.696279e-03 2.772019e-01
## 57 hsa-miR-15a-000389 5.668671e-04 2.353264e-04 2.408855e+00
## 58 hsa-miR-15b-000390 6.863681e-03 1.070549e-02 6.411364e-01
## 59 hsa-miR-16-000391 2.210778e-02 2.921243e-02 7.567937e-01
## 60 hsa-miR-17-002308 1.634732e-02 4.012625e-02 4.073972e-01
## 61 hsa-miR-181a-000480 8.500705e-03 9.510845e-03 8.937906e-01
## 62 hsa-miR-181c-000482 3.109776e-04 4.585830e-04 6.781272e-01
## 63 hsa-miR-182-002334 3.453757e-06 1.292733e-05 2.671671e-01
## 64 hsa-miR-183-002269 1.113319e-06 9.320515e-06 1.194482e-01
## 65 hsa-miR-184-000485 1.198899e-04 4.080095e-04 2.938411e-01
## 66 hsa-miR-185-002271 4.028131e-04 3.457686e-04 1.164979e+00
## 67 hsa-miR-186-002285 6.208353e-04 2.637622e-03 2.353769e-01
## 68 hsa-miR-188-3p-002106 1.113319e-06 1.220085e-06 9.124925e-01
## 69 hsa-miR-18a-002422 3.886874e-04 2.554589e-04 1.521526e+00
## 70 hsa-miR-18b-002217 8.209023e-04 3.570702e-04 2.298994e+00
## 71 hsa-miR-190-000489 6.505530e-06 1.607591e-05 4.046756e-01
## 72 hsa-miR-191-002299 3.844922e-02 9.761514e-02 3.938858e-01
## 73 hsa-miR-192-000491 1.199980e-04 2.981544e-04 4.024693e-01
## 74 hsa-miR-193a-3p-002250 7.217337e-06 2.770622e-06 2.604952e+00
## 75 hsa-miR-193a-5p-002281 6.141038e-03 4.875330e-03 1.259615e+00
## 76 hsa-miR-193b-002367 6.368503e-02 4.824988e-02 1.319900e+00
## 77 hsa-miR-194-000493 1.498803e-04 2.268784e-04 6.606195e-01
## 78 hsa-miR-195-000494 8.018934e-04 2.562475e-03 3.129371e-01
## 79 hsa-miR-196b-002215 3.513641e-06 1.829742e-05 1.920293e-01
## 80 hsa-miR-197-000497 9.730287e-03 1.094639e-02 8.889036e-01
## 81 hsa-miR-198-002273 1.022598e-05 1.171377e-05 8.729877e-01
## 82 hsa-miR-199a-000498 1.501819e-04 1.020761e-04 1.471274e+00
## 83 hsa-miR-199a-3p-002304 4.731358e-02 2.782106e-02 1.700639e+00
## 84 hsa-miR-199b-000500 1.706498e-05 2.983074e-05 5.720601e-01
## 85 hsa-miR-19a-000395 2.939727e-03 2.196840e-03 1.338162e+00
## 86 hsa-miR-19b-000396 7.257911e-02 9.159685e-02 7.923756e-01
## 87 hsa-miR-200a-000502 1.113319e-06 1.220085e-06 9.124925e-01
## 88 hsa-miR-200b-002251 8.327241e-05 1.341367e-04 6.208024e-01
## 89 hsa-miR-200c-002300 4.841354e-04 1.102432e-03 4.391521e-01
## 90 hsa-miR-202-002363 1.113319e-06 3.396051e-06 3.278275e-01
## 91 hsa-miR-203-000507 1.510722e-05 2.027808e-05 7.450027e-01
## 92 hsa-miR-204-000508 2.177708e-04 1.068165e-03 2.038737e-01
## 93 hsa-miR-205-000509 1.113319e-06 1.220085e-06 9.124925e-01
## 94 hsa-miR-208-000511 1.113319e-06 1.220085e-06 9.124925e-01
## 95 hsa-miR-208b-002290 1.113319e-06 4.910555e-06 2.267195e-01
## 96 hsa-miR-20a-000580 8.047733e-03 2.019890e-02 3.984243e-01
## 97 hsa-miR-20b-001014 9.821276e-04 1.909496e-03 5.143386e-01
## 98 hsa-miR-21-000397 1.402622e-01 1.223965e-01 1.145966e+00
## 99 hsa-miR-210-000512 2.583420e-03 1.636564e-02 1.578563e-01
## 100 hsa-miR-211-000514 1.113319e-06 1.220085e-06 9.124925e-01
## 101 hsa-miR-212-000515 3.163037e-04 4.673837e-04 6.767538e-01
## 102 hsa-miR-214-002306 2.326973e-02 1.395343e-02 1.667670e+00
## 103 hsa-miR-215-000518 1.113319e-06 9.283720e-05 1.199216e-02
## 104 hsa-miR-216a-002220 1.113319e-06 1.328614e-06 8.379553e-01
## 105 hsa-miR-216b-002326 1.113319e-06 1.220085e-06 9.124925e-01
## 106 hsa-miR-217-002337 2.130610e-06 6.320263e-06 3.371079e-01
## 107 hsa-miR-218-000521 3.048886e-03 2.766802e-03 1.101953e+00
## 108 hsa-miR-219-000522 1.113319e-06 1.220085e-06 9.124925e-01
## 109 hsa-miR-219-1-3p-002095 2.907475e-06 2.346467e-06 1.239086e+00
## 110 hsa-miR-219-2-3p-002390 1.618465e-01 5.405958e-02 2.993854e+00
## 111 hsa-miR-22-000398 1.355058e-02 9.573077e-03 1.415488e+00
## 112 hsa-miR-220-000523 1.113319e-06 1.220085e-06 9.124925e-01
## 113 hsa-miR-220b-002206 1.113319e-06 1.220085e-06 9.124925e-01
## 114 hsa-miR-220c-002211 1.113319e-06 1.220085e-06 9.124925e-01
## 115 hsa-miR-221-000524 5.449615e-02 4.582263e-02 1.189285e+00
## 116 hsa-miR-222-002276 2.022902e-01 4.600090e-01 4.397526e-01
## 117 hsa-miR-223-002295 8.048604e-05 1.022794e-04 7.869230e-01
## 118 hsa-miR-224-002099 1.539949e-03 8.785103e-04 1.752909e+00
## 119 hsa-miR-23a-000399 1.348966e-02 1.576501e-02 8.556708e-01
## 120 hsa-miR-23b-000400 1.113319e-06 2.012492e-03 5.532040e-04
## 121 hsa-miR-24-000402 1.181155e+00 1.056140e+00 1.118369e+00
## 122 hsa-miR-25-000403 5.415560e-04 1.698624e-03 3.188204e-01
## 123 hsa-miR-26a-000405 1.729619e-02 2.450926e-02 7.057003e-01
## 124 hsa-miR-26b-000407 7.783454e-04 3.747011e-03 2.077243e-01
## 125 hsa-miR-27a-000408 2.148983e-02 1.450768e-02 1.481273e+00
## 126 hsa-miR-27b-000409 5.661885e-03 4.513280e-03 1.254494e+00
## 127 hsa-miR-28-000411 2.362284e-03 2.168553e-03 1.089336e+00
## 128 hsa-miR-28-3p-002446 2.383171e-03 3.880236e-03 6.141819e-01
## 129 hsa-miR-296-000527 8.036741e-04 3.370490e-03 2.384443e-01
## 130 hsa-miR-296-3p-002101 7.728384e-06 1.153820e-05 6.698086e-01
## 131 hsa-miR-298-002190 1.113319e-06 1.220085e-06 9.124925e-01
## 132 hsa-miR-299-3p-001015 1.113319e-06 1.508766e-06 7.379001e-01
## 133 hsa-miR-299-5p-000600 1.603040e-04 1.096505e-04 1.461955e+00
## 134 hsa-miR-29a-002112 1.681124e-01 3.207144e-01 5.241811e-01
## 135 hsa-miR-29b-000413 2.397300e-04 2.171407e-04 1.104031e+00
## 136 hsa-miR-29c-000587 1.020241e-04 2.579534e-03 3.955138e-02
## 137 hsa-miR-301-000528 6.101697e-04 3.021789e-04 2.019234e+00
## 138 hsa-miR-301b-002392 1.405164e-05 1.001658e-05 1.402838e+00
## 139 hsa-miR-302a-000529 3.614536e-04 2.264062e-04 1.596483e+00
## 140 hsa-miR-302b-000531 4.173074e-04 1.144045e-03 3.647650e-01
## 141 hsa-miR-302c-000533 3.299973e-02 1.339909e-01 2.462835e-01
## 142 hsa-miR-30b-000602 3.830557e-02 4.675922e-02 8.192091e-01
## 143 hsa-miR-30c-000419 5.932147e-02 5.884372e-02 1.008119e+00
## 144 hsa-miR-31-002279 1.498923e-01 9.051045e-02 1.656077e+00
## 145 hsa-miR-32-002109 6.653284e-06 2.936527e-06 2.265699e+00
## 146 hsa-miR-320-002277 1.788133e-02 2.059337e-02 8.683054e-01
## 147 hsa-miR-323-3p-002227 1.567193e-03 7.832379e-04 2.000915e+00
## 148 hsa-miR-324-3p-002161 1.690421e-03 1.518319e-03 1.113350e+00
## 149 hsa-miR-324-5p-000539 6.397067e-04 4.375052e-04 1.462169e+00
## 150 hsa-miR-325-000540 1.113319e-06 1.220085e-06 9.124925e-01
## 151 hsa-miR-326-000542 1.113319e-06 1.220085e-06 9.124925e-01
## 152 hsa-miR-328-000543 2.972718e-03 3.032267e-03 9.803613e-01
## 153 hsa-miR-329-001101 5.208394e-05 5.973684e-05 8.718898e-01
## 154 hsa-miR-330-000544 3.591311e-04 3.429880e-04 1.047066e+00
## 155 hsa-miR-330-5p-002230 1.113319e-06 1.220085e-06 9.124925e-01
## 156 hsa-miR-331-000545 3.132804e-02 2.129449e-02 1.471181e+00
## 157 hsa-miR-331-5p-002233 9.153140e-06 9.400241e-06 9.737133e-01
## 158 hsa-miR-335-000546 1.923431e-03 1.921316e-03 1.001101e+00
## 159 hsa-miR-337-5p-002156 4.696254e-04 2.025436e-04 2.318639e+00
## 160 hsa-miR-338-3p-002252 1.113319e-06 1.220085e-06 9.124925e-01
## 161 hsa-miR-339-3p-002184 8.991180e-04 1.043931e-03 8.612813e-01
## 162 hsa-miR-339-5p-002257 3.784971e-03 3.873780e-03 9.770745e-01
## 163 hsa-miR-33b-002085 1.113319e-06 1.220085e-06 9.124925e-01
## 164 hsa-miR-340-002258 8.228552e-05 4.961281e-05 1.658554e+00
## 165 hsa-miR-342-3p-002260 5.694552e-03 4.064337e-03 1.401102e+00
## 166 hsa-miR-342-5p-002147 1.113319e-06 1.220085e-06 9.124925e-01
## 167 hsa-miR-345-002186 1.687845e-03 2.047291e-03 8.244285e-01
## 168 hsa-miR-346-000553 1.113319e-06 1.220085e-06 9.124925e-01
## 169 hsa-miR-34a-000426 7.808700e-03 7.603593e-03 1.026975e+00
## 170 hsa-miR-34c-000428 1.548435e-04 9.463770e-05 1.636171e+00
## 171 hsa-miR-361-000554 3.390294e-04 5.303568e-04 6.392478e-01
## 172 hsa-miR-362-001273 3.554657e-04 2.947947e-04 1.205808e+00
## 173 hsa-miR-362-3p-002117 4.315832e-05 2.687865e-05 1.605673e+00
## 174 hsa-miR-363-001271 3.158936e-05 2.207287e-05 1.431139e+00
## 175 hsa-miR-365-001020 1.596325e-02 9.077444e-03 1.758562e+00
## 176 hsa-miR-367-000555 1.498329e-02 2.239284e-02 6.691108e-01
## 177 hsa-miR-369-3p-000557 5.694096e-06 1.998213e-05 2.849593e-01
## 178 hsa-miR-369-5p-001021 3.353898e-05 1.054283e-05 3.181213e+00
## 179 hsa-miR-370-002275 1.010209e-02 5.475806e-03 1.844860e+00
## 180 hsa-miR-371-3p-002124 1.113319e-06 1.220085e-06 9.124925e-01
## 181 hsa-miR-372-000560 1.819370e-05 1.083237e-05 1.679567e+00
## 182 hsa-miR-373-000561 2.681549e-06 4.257064e-06 6.299058e-01
## 183 hsa-miR-374-000563 6.798340e-03 4.738730e-03 1.434633e+00
## 184 hsa-miR-375-000564 2.265715e-06 2.482551e-05 9.126560e-02
## 185 hsa-miR-376a-000565 1.188757e-02 9.289115e-03 1.279732e+00
## 186 hsa-miR-376b-001102 1.541734e-02 1.377008e-02 1.119626e+00
## 187 hsa-miR-376c-002122 2.316031e-02 1.681934e-02 1.377004e+00
## 188 hsa-miR-377-000566 6.060928e-05 1.745335e-05 3.472644e+00
## 189 hsa-miR-380-3p-000569 7.017410e-05 4.662936e-05 1.504934e+00
## 190 hsa-miR-381-000571 1.549324e-05 2.182582e-05 7.098581e-01
## 191 hsa-miR-382-000572 1.661118e-02 1.174727e-02 1.414046e+00
## 192 hsa-miR-383-000573 3.229115e-05 1.802695e-05 1.791270e+00
## 193 hsa-miR-384-000574 1.113319e-06 1.220085e-06 9.124925e-01
## 194 hsa-miR-409-5p-002331 2.511258e-04 1.142616e-04 2.197814e+00
## 195 hsa-miR-410-001274 5.469885e-04 5.446268e-04 1.004336e+00
## 196 hsa-miR-411-001610 8.151030e-03 5.838822e-03 1.396006e+00
## 197 hsa-miR-412-001023 1.113319e-06 1.220085e-06 9.124925e-01
## 198 hsa-miR-422a-002297 5.242441e-05 6.534867e-05 8.022261e-01
## 199 hsa-miR-423-5p-002340 1.863624e-04 1.739710e-04 1.071226e+00
## 200 hsa-miR-424-000604 1.462502e-05 2.576480e-05 5.676358e-01
## 201 hsa-miR-425-5p-001516 6.817820e-04 1.347572e-03 5.059336e-01
## 202 hsa-miR-429-001024 4.452349e-06 7.277357e-06 6.118085e-01
## 203 hsa-miR-431-001979 5.032874e-03 8.658886e-03 5.812380e-01
## 204 hsa-miR-433-001028 5.845841e-04 3.811315e-04 1.533812e+00
## 205 hsa-miR-448-001029 1.113319e-06 1.220085e-06 9.124925e-01
## 206 hsa-miR-449-001030 1.952695e-06 2.569319e-05 7.600048e-02
## 207 hsa-miR-449b-001608 2.283215e-06 5.995955e-05 3.807926e-02
## 208 hsa-miR-450a-002303 3.240999e-05 2.396792e-05 1.352223e+00
## 209 hsa-miR-450b-3p-002208 1.113319e-06 1.220085e-06 9.124925e-01
## 210 hsa-miR-450b-5p-002207 4.905195e-04 1.220085e-06 4.020371e+02
## 211 hsa-miR-452-002329 5.411432e-04 3.851986e-04 1.404842e+00
## 212 hsa-miR-453-002318 3.479950e-06 4.615059e-06 7.540425e-01
## 213 hsa-miR-454-002323 2.083317e-03 2.370238e-03 8.789486e-01
## 214 hsa-miR-455-001280 6.548255e-04 4.705514e-04 1.391613e+00
## 215 hsa-miR-455-3p-002244 1.073768e-03 1.693147e-03 6.341849e-01
## 216 hsa-miR-483-5p-002338 9.720744e-06 3.209576e-05 3.028669e-01
## 217 hsa-miR-484-001821 2.499872e-02 2.041189e-02 1.224714e+00
## 218 hsa-miR-485-3p-001277 1.504603e-03 7.934285e-04 1.896330e+00
## 219 hsa-miR-485-5p-001036 1.180324e-03 1.080345e-03 1.092543e+00
## 220 hsa-miR-486-001278 1.122064e-02 1.097548e-02 1.022336e+00
## 221 hsa-miR-486-3p-002093 1.113319e-06 1.220085e-06 9.124925e-01
## 222 hsa-miR-487a-001279 2.448181e-04 1.601238e-04 1.528930e+00
## 223 hsa-miR-487b-001285 2.374103e-03 1.581845e-03 1.500844e+00
## 224 hsa-miR-488-002357 1.113319e-06 1.220085e-06 9.124925e-01
## 225 hsa-miR-489-002358 5.254810e-05 9.863529e-05 5.327515e-01
## 226 hsa-miR-490-001037 1.195189e-05 3.697278e-05 3.232618e-01
## 227 hsa-miR-491-3p-002360 1.113319e-06 1.220085e-06 9.124925e-01
## 228 hsa-miR-492-001039 1.113319e-06 1.220085e-06 9.124925e-01
## 229 hsa-miR-493-002364 7.502703e-04 4.790057e-04 1.566308e+00
## 230 hsa-miR-494-002365 6.021331e-03 3.675543e-03 1.638215e+00
## 231 hsa-miR-499-3p-002427 1.113319e-06 1.220085e-06 9.124925e-01
## 232 hsa-miR-500-002428 1.480321e-04 1.460205e-04 1.013777e+00
## 233 hsa-miR-501-001047 3.668551e-04 4.116824e-04 8.911121e-01
## 234 hsa-miR-501-3p-002435 1.113319e-06 1.220085e-06 9.124925e-01
## 235 hsa-miR-502-001109 1.822272e-05 5.573403e-05 3.269587e-01
## 236 hsa-miR-502-3p-002083 7.463429e-05 5.318567e-05 1.403278e+00
## 237 hsa-miR-503-001048 3.593622e-05 3.720113e-05 9.659980e-01
## 238 hsa-miR-504-002084 1.113319e-06 1.220085e-06 9.124925e-01
## 239 hsa-miR-505-002089 2.238777e-04 2.300930e-04 9.729875e-01
## 240 hsa-miR-506-001050 1.113319e-06 1.220085e-06 9.124925e-01
## 241 hsa-miR-507-001051 1.113319e-06 1.220085e-06 9.124925e-01
## 242 hsa-miR-508-001052 2.970214e-06 3.321077e-06 8.943526e-01
## 243 hsa-miR-508-5p-002092 1.113319e-06 1.220085e-06 9.124925e-01
## 244 hsa-miR-509-3-5p-002155 1.113319e-06 1.220085e-06 9.124925e-01
## 245 hsa-miR-509-5p-002235 1.113319e-06 1.220085e-06 9.124925e-01
## 246 hsa-miR-510-002241 1.113319e-06 1.220085e-06 9.124925e-01
## 247 hsa-miR-511-001111 9.716997e-04 1.046245e-03 9.287493e-01
## 248 hsa-miR-512-3p-001823 3.867675e-06 1.061946e-04 3.642064e-02
## 249 hsa-miR-512-5p-001145 1.113319e-06 1.220085e-06 9.124925e-01
## 250 hsa-miR-513-5p-002090 1.113319e-06 1.220085e-06 9.124925e-01
## 251 hsa-miR-515-3p-002369 8.842844e-04 1.252552e-03 7.059865e-01
## 252 hsa-miR-515-5p-001112 1.113319e-06 1.300331e-06 8.561809e-01
## 253 hsa-miR-516a-5p-002416 1.113319e-06 1.220085e-06 9.124925e-01
## 254 hsa-miR-516b-001150 1.113319e-06 4.943810e-06 2.251945e-01
## 255 hsa-miR-517a-002402 1.777275e-06 5.349501e-05 3.322319e-02
## 256 hsa-miR-517b-001152 1.113319e-06 7.211851e-06 1.543735e-01
## 257 hsa-miR-517c-001153 7.244403e-06 7.988558e-05 9.068474e-02
## 258 hsa-miR-518a-3p-002397 1.113319e-06 6.784016e-06 1.641091e-01
## 259 hsa-miR-518a-5p-002396 1.113319e-06 1.220085e-06 9.124925e-01
## 260 hsa-miR-518b-001156 1.113319e-06 1.908788e-04 5.832595e-03
## 261 hsa-miR-518c-002401 1.113319e-06 1.220085e-06 9.124925e-01
## 262 hsa-miR-518d-001159 1.113319e-06 7.355474e-06 1.513592e-01
## 263 hsa-miR-518d-5p-002389 1.143080e-01 2.609142e-02 4.381057e+00
## 264 hsa-miR-518e-002395 1.113319e-06 8.590351e-06 1.296011e-01
## 265 hsa-miR-518f-002388 1.113319e-06 1.769280e-05 6.292495e-02
## 266 hsa-miR-519a-002415 3.478021e-06 3.315702e-05 1.048955e-01
## 267 hsa-miR-519c-001163 1.113319e-06 1.220085e-06 9.124925e-01
## 268 hsa-miR-519d-002403 1.113319e-06 2.299162e-05 4.842281e-02
## 269 hsa-miR-519e-002370 1.113319e-06 1.220085e-06 9.124925e-01
## 270 hsa-miR-520a#-001168 1.113319e-06 1.220085e-06 9.124925e-01
## 271 hsa-miR-520a-001167 1.113319e-06 1.220085e-06 9.124925e-01
## 272 hsa-miR-520b-001116 1.113319e-06 7.346583e-06 1.515424e-01
## 273 hsa-miR-520d-5p-002393 1.113319e-06 1.220085e-06 9.124925e-01
## 274 hsa-miR-520e-001119 1.113319e-06 9.163317e-05 1.214973e-02
## 275 hsa-miR-520f-001120 1.113319e-06 3.759437e-06 2.961397e-01
## 276 hsa-miR-520g-001121 1.113319e-06 1.490186e-05 7.471006e-02
## 277 hsa-miR-521-001122 1.113319e-06 1.220085e-06 9.124925e-01
## 278 hsa-miR-522-002413 1.113319e-06 1.436338e-05 7.751093e-02
## 279 hsa-miR-523-002386 3.483435e-04 1.646419e-03 2.115764e-01
## 280 hsa-miR-524-5p-001982 1.113319e-06 1.220085e-06 9.124925e-01
## 281 hsa-miR-525-001174 1.113319e-06 1.220085e-06 9.124925e-01
## 282 hsa-miR-525-3p-002385 1.113319e-06 1.963353e-06 5.670497e-01
## 283 hsa-miR-526b-002382 1.113319e-06 2.244252e-06 4.960757e-01
## 284 hsa-miR-532-001518 2.876237e-03 2.684388e-03 1.071468e+00
## 285 hsa-miR-532-3p-002355 4.067128e-04 4.827417e-04 8.425061e-01
## 286 hsa-miR-539-001286 6.328144e-03 5.793979e-03 1.092193e+00
## 287 hsa-miR-541-002201 4.423348e-05 3.553418e-05 1.244815e+00
## 288 hsa-miR-542-3p-001284 3.472721e-06 7.738291e-06 4.487711e-01
## 289 hsa-miR-542-5p-002240 4.444640e-06 3.326331e-06 1.336199e+00
## 290 hsa-miR-544-002265 2.307558e-06 1.232863e-06 1.871707e+00
## 291 hsa-miR-545-002267 2.023519e-06 1.946790e-06 1.039413e+00
## 292 hsa-miR-548a-001538 4.749800e-06 1.220085e-06 3.893006e+00
## 293 hsa-miR-548a-5p-002412 1.113319e-06 1.220085e-06 9.124925e-01
## 294 hsa-miR-548b-001541 1.113319e-06 1.220085e-06 9.124925e-01
## 295 hsa-miR-548b-5p-002408 2.938677e-06 1.038295e-05 2.830291e-01
## 296 hsa-miR-548c-001590 1.113319e-06 1.220085e-06 9.124925e-01
## 297 hsa-miR-548c-5p-002429 2.267444e-06 1.832163e-06 1.237578e+00
## 298 hsa-miR-548d-001605 6.238238e-05 1.940046e-06 3.215510e+01
## 299 hsa-miR-548d-5p-002237 5.866771e-06 2.953399e-06 1.986447e+00
## 300 hsa-miR-551b-001535 2.866993e-05 1.752448e-05 1.635993e+00
## 301 hsa-miR-556-3p-002345 1.113319e-06 1.220085e-06 9.124925e-01
## 302 hsa-miR-556-5p-002344 1.113319e-06 1.220085e-06 9.124925e-01
## 303 hsa-miR-561-001528 1.113319e-06 1.220085e-06 9.124925e-01
## 304 hsa-miR-570-002347 1.113319e-06 1.220085e-06 9.124925e-01
## 305 hsa-miR-574-3p-002349 4.468078e-02 4.589151e-02 9.736175e-01
## 306 hsa-miR-576-3p-002351 4.259661e-05 4.810164e-05 8.855543e-01
## 307 hsa-miR-576-5p-002350 4.808006e-05 1.322000e-05 3.636917e+00
## 308 hsa-miR-579-002398 7.280001e-05 6.970456e-05 1.044408e+00
## 309 hsa-miR-582-3p-002399 1.113319e-06 1.220085e-06 9.124925e-01
## 310 hsa-miR-582-5p-001983 1.113319e-06 1.220085e-06 9.124925e-01
## 311 hsa-miR-589-002409 3.102946e-05 2.814967e-05 1.102303e+00
## 312 hsa-miR-590-5p-001984 2.952241e-04 1.303298e-03 2.265208e-01
## 313 hsa-miR-597-001551 1.687794e-05 2.836104e-05 5.951099e-01
## 314 hsa-miR-598-001988 7.570615e-04 6.914940e-04 1.094820e+00
## 315 hsa-miR-615-5p-002353 1.113319e-06 1.220085e-06 9.124925e-01
## 316 hsa-miR-616-002414 3.103161e-05 4.127526e-05 7.518212e-01
## 317 hsa-miR-618-001593 1.747522e-04 1.030913e-04 1.695120e+00
## 318 hsa-miR-624-002430 1.113319e-06 1.220085e-06 9.124925e-01
## 319 hsa-miR-625-002431 2.333085e-05 5.899024e-05 3.955035e-01
## 320 hsa-miR-627-001560 1.822560e-06 3.990878e-06 4.566816e-01
## 321 hsa-miR-628-5p-002433 2.582039e-04 4.505505e-04 5.730853e-01
## 322 hsa-miR-629-002436 1.294360e-05 2.144790e-05 6.034903e-01
## 323 hsa-miR-636-002088 4.013160e-05 5.420566e-05 7.403581e-01
## 324 hsa-miR-642-001592 9.674845e-05 9.760878e-05 9.911860e-01
## 325 hsa-miR-651-001604 1.113319e-06 1.220085e-06 9.124925e-01
## 326 hsa-miR-652-002352 2.850689e-04 3.373312e-04 8.450711e-01
## 327 hsa-miR-653-002292 1.113319e-06 1.508831e-06 7.378682e-01
## 328 hsa-miR-654-001611 1.003390e-03 1.073716e-03 9.345022e-01
## 329 hsa-miR-654-3p-002239 7.838288e-05 1.168125e-04 6.710144e-01
## 330 hsa-miR-655-001612 1.196800e-03 1.000630e-03 1.196047e+00
## 331 hsa-miR-660-001515 1.970255e-03 1.409233e-03 1.398105e+00
## 332 hsa-miR-671-3p-002322 3.461052e-04 7.364802e-04 4.699450e-01
## 333 hsa-miR-672-002327 1.113319e-06 1.220085e-06 9.124925e-01
## 334 hsa-miR-674-002021 1.113319e-06 1.220085e-06 9.124925e-01
## 335 hsa-miR-708-002341 3.249934e-04 1.183563e-03 2.745889e-01
## 336 hsa-miR-744-002324 3.287481e-03 3.246413e-03 1.012650e+00
## 337 hsa-miR-758-001990 3.856282e-04 2.940137e-04 1.311599e+00
## 338 hsa-miR-871-002354 1.113319e-06 1.220085e-06 9.124925e-01
## 339 hsa-miR-872-002264 1.113319e-06 1.220085e-06 9.124925e-01
## 340 hsa-miR-873-002356 1.113319e-06 1.832955e-06 6.073902e-01
## 341 hsa-miR-875-3p-002204 1.113319e-06 1.220085e-06 9.124925e-01
## 342 hsa-miR-876-3p-002225 1.113319e-06 1.220085e-06 9.124925e-01
## 343 hsa-miR-876-5p-002205 1.113319e-06 1.220085e-06 9.124925e-01
## 344 hsa-miR-885-3p-002372 1.113319e-06 1.220085e-06 9.124925e-01
## 345 hsa-miR-885-5p-002296 8.204223e-06 1.791560e-05 4.579373e-01
## 346 hsa-miR-886-3p-002194 1.287241e-03 1.722886e-03 7.471423e-01
## 347 hsa-miR-886-5p-002193 2.108052e-04 3.157829e-04 6.675638e-01
## 348 hsa-miR-887-002374 1.113319e-06 1.220085e-06 9.124925e-01
## 349 hsa-miR-888-002212 9.118865e-02 1.239761e-01 7.355340e-01
## 350 hsa-miR-889-002202 6.246770e-04 4.461779e-04 1.400063e+00
## 351 hsa-miR-890-002209 3.081239e-04 1.163444e-03 2.648378e-01
## 352 hsa-miR-891a-002191 1.113319e-06 3.972844e-06 2.802322e-01
## 353 hsa-miR-891b-002210 1.113319e-06 1.220085e-06 9.124925e-01
## 354 hsa-miR-892a-002195 1.113319e-06 1.220085e-06 9.124925e-01
## 355 hsa-miR-9-000583 2.292368e-05 1.300463e-02 1.762732e-03
## 356 hsa-miR-92a-000431 2.820171e-03 7.939075e-03 3.552266e-01
## 357 hsa-miR-95-000433 1.105760e-05 3.004938e-05 3.679810e-01
## 358 hsa-miR-98-000577 1.113319e-06 1.909133e-06 5.831542e-01
## 359 hsa-miR-99a-000435 3.050459e-01 5.584689e-01 5.462182e-01
## 360 hsa-miR-99b-000436 3.136063e-02 3.232857e-02 9.700591e-01
## LFC
## 1 -0.132115339
## 2 -0.388521877
## 3 -0.352654038
## 4 0.468787281
## 5 -0.617714403
## 6 -0.202377959
## 7 -0.825022063
## 8 0.111542031
## 9 1.127568983
## 10 -0.758288376
## 11 0.440925483
## 12 0.328616922
## 13 -4.698082621
## 14 -1.355298368
## 15 0.004121752
## 16 0.204737074
## 17 -1.563817757
## 18 -10.888776527
## 19 -3.684829089
## 20 -0.314367612
## 21 -1.251372217
## 22 -0.215991079
## 23 0.463403560
## 24 0.365625427
## 25 -0.244772593
## 26 0.456286526
## 27 -0.132115339
## 28 -0.265886598
## 29 -0.149102300
## 30 -0.911412832
## 31 -0.100802313
## 32 -0.526474901
## 33 -1.635916697
## 34 -0.444415558
## 35 -0.132115339
## 36 -0.506971185
## 37 -0.132115339
## 38 -0.881635020
## 39 0.928318265
## 40 -1.280943364
## 41 -1.960473849
## 42 -0.132115339
## 43 0.604318870
## 44 0.343380041
## 45 0.877334907
## 46 -0.155397972
## 47 2.791024932
## 48 -0.132115339
## 49 -0.132115339
## 50 -1.554207572
## 51 0.483732174
## 52 0.637497539
## 53 -0.986283840
## 54 0.090766875
## 55 -0.414717623
## 56 -1.850991158
## 57 1.268347580
## 58 -0.641296808
## 59 -0.402027959
## 60 -1.295492020
## 61 -0.161991159
## 62 -0.560372229
## 63 -1.904185710
## 64 -3.065543039
## 65 -1.766892075
## 66 0.220303751
## 67 -2.086955450
## 68 -0.132115339
## 69 0.605519079
## 70 1.201002777
## 71 -1.305162221
## 72 -1.344150579
## 73 -1.313049341
## 74 1.381256957
## 75 0.332982686
## 76 0.400428851
## 77 -0.598108481
## 78 -1.676055455
## 79 -2.380601554
## 80 -0.169901094
## 81 -0.195966689
## 82 0.557066097
## 83 0.766077179
## 84 -0.805761383
## 85 0.420252821
## 86 -0.335743615
## 87 -0.132115339
## 88 -0.687793961
## 89 -1.187207472
## 90 -1.608991397
## 91 -0.424682504
## 92 -2.294252126
## 93 -0.132115339
## 94 -0.132115339
## 95 -2.141019502
## 96 -1.327622413
## 97 -0.959209781
## 98 0.196564258
## 99 -2.663316024
## 100 -0.132115339
## 101 -0.563296913
## 102 0.737834140
## 103 -6.381764360
## 104 -0.255054873
## 105 -0.132115339
## 106 -1.568717800
## 107 0.140062852
## 108 -0.132115339
## 109 0.309276827
## 110 1.582003925
## 111 0.501299782
## 112 -0.132115339
## 113 -0.132115339
## 114 -0.132115339
## 115 0.250094001
## 116 -1.185235971
## 117 -0.345705560
## 118 0.809751233
## 119 -0.224872179
## 120 -10.819900828
## 121 0.161396852
## 122 -1.649184081
## 123 -0.502872441
## 124 -2.267257873
## 125 0.566837239
## 126 0.327105998
## 127 0.123449447
## 128 -0.703262155
## 129 -2.068275829
## 130 -0.578179094
## 131 -0.132115339
## 132 -0.438502655
## 133 0.547898493
## 134 -0.931862689
## 135 0.142780560
## 136 -4.660128022
## 137 1.013807781
## 138 0.488348374
## 139 0.674897016
## 140 -1.454960856
## 141 -2.021608289
## 142 -0.287696414
## 143 0.011665925
## 144 0.727770014
## 145 1.179955971
## 146 -0.203725475
## 147 1.000659857
## 148 0.154907569
## 149 0.548110507
## 150 -0.132115339
## 151 -0.132115339
## 152 -0.028614601
## 153 -0.197782305
## 154 0.066352221
## 155 -0.132115339
## 156 0.556974354
## 157 -0.038431076
## 158 0.001587401
## 159 1.213278132
## 160 -0.132115339
## 161 -0.215443596
## 162 -0.033459576
## 163 -0.132115339
## 164 0.729926025
## 165 0.486562342
## 166 -0.132115339
## 167 -0.278533787
## 168 -0.132115339
## 169 0.038401046
## 170 0.710323572
## 171 -0.645552793
## 172 0.270000007
## 173 0.683177935
## 174 0.517164240
## 175 0.814396305
## 176 -0.579683002
## 177 -1.811172066
## 178 1.669576964
## 179 0.883511041
## 180 -0.132115339
## 181 0.748089358
## 182 -0.666792111
## 183 0.520681879
## 184 -3.453784985
## 185 0.355841207
## 186 0.163017313
## 187 0.461532840
## 188 1.796034676
## 189 0.589700001
## 190 -0.494397390
## 191 0.499829107
## 192 0.840982930
## 193 -0.132115339
## 194 1.136069400
## 195 0.006242653
## 196 0.481305077
## 197 -0.132115339
## 198 -0.317919170
## 199 0.099263404
## 200 -0.816962516
## 201 -0.982979962
## 202 -0.708847859
## 203 -0.782799074
## 204 0.617121720
## 205 -0.132115339
## 206 -3.717847656
## 207 -4.714850931
## 208 0.435333610
## 209 -0.132115339
## 210 8.651184661
## 211 0.490408013
## 212 -0.407282238
## 213 -0.186149270
## 214 0.476758345
## 215 -0.657024517
## 216 -1.723244137
## 217 0.292444816
## 218 0.923210363
## 219 0.127690514
## 220 0.031870007
## 221 -0.132115339
## 222 0.612522819
## 223 0.585773786
## 224 -0.132115339
## 225 -0.908465247
## 226 -1.629224955
## 227 -0.132115339
## 228 -0.132115339
## 229 0.647367645
## 230 0.712125104
## 231 -0.132115339
## 232 0.019739693
## 233 -0.166321181
## 234 -0.132115339
## 235 -1.612819783
## 236 0.488800981
## 237 -0.049907951
## 238 -0.132115339
## 239 -0.039506889
## 240 -0.132115339
## 241 -0.132115339
## 242 -0.161084359
## 243 -0.132115339
## 244 -0.132115339
## 245 -0.132115339
## 246 -0.132115339
## 247 -0.106638837
## 248 -4.779099995
## 249 -0.132115339
## 250 -0.132115339
## 251 -0.502287586
## 252 -0.224012398
## 253 -0.132115339
## 254 -2.150756558
## 255 -4.911665682
## 256 -2.695502906
## 257 -3.462996460
## 258 -2.607272809
## 259 -0.132115339
## 260 -7.421646269
## 261 -0.132115339
## 262 -2.723951617
## 263 2.131278864
## 264 -2.947850413
## 265 -3.990224022
## 266 -3.252975813
## 267 -0.132115339
## 268 -4.368169454
## 269 -0.132115339
## 270 -0.132115339
## 271 -0.132115339
## 272 -2.722206644
## 273 -0.132115339
## 274 -6.362931377
## 275 -1.755649957
## 276 -3.742553679
## 277 -0.132115339
## 278 -3.689456437
## 279 -2.240749445
## 280 -0.132115339
## 281 -0.132115339
## 282 -0.818453029
## 283 -1.011367682
## 284 0.099589039
## 285 -0.247240990
## 286 0.127227999
## 287 0.315931137
## 288 -1.155948265
## 289 0.418134963
## 290 0.904354663
## 291 0.055769559
## 292 1.960884661
## 293 -0.132115339
## 294 -0.132115339
## 295 -1.820977506
## 296 -0.132115339
## 297 0.307519033
## 298 5.006975486
## 299 0.990190232
## 300 0.710166889
## 301 -0.132115339
## 302 -0.132115339
## 303 -0.132115339
## 304 -0.132115339
## 305 -0.038572940
## 306 -0.175347356
## 307 1.862716162
## 308 0.062685597
## 309 -0.132115339
## 310 -0.132115339
## 311 0.140520633
## 312 -2.142284379
## 313 -0.748772028
## 314 0.130693731
## 315 -0.132115339
## 316 -0.411538518
## 317 0.761387552
## 318 -0.132115339
## 319 -1.338237614
## 320 -1.130739383
## 321 -0.803178213
## 322 -0.728597469
## 323 -0.433704800
## 324 -0.012772282
## 325 -0.132115339
## 326 -0.242855366
## 327 -0.438564928
## 328 -0.097730086
## 329 -0.575584281
## 330 0.258274528
## 331 0.483472677
## 332 -1.089436173
## 333 -0.132115339
## 334 -0.132115339
## 335 -1.864654635
## 336 0.018136007
## 337 0.391326942
## 338 -0.132115339
## 339 -0.132115339
## 340 -0.719304498
## 341 -0.132115339
## 342 -0.132115339
## 343 -0.132115339
## 344 -0.132115339
## 345 -1.126777866
## 346 -0.420545145
## 347 -0.583022455
## 348 -0.132115339
## 349 -0.443136047
## 350 0.485491487
## 351 -1.916818980
## 352 -1.835305334
## 353 -0.132115339
## 354 -0.132115339
## 355 -9.147971260
## 356 -1.493188456
## 357 -1.442296804
## 358 -0.778050721
## 359 -0.872450681
## 360 -0.043855409ahora ya graficamos
V_plot <- ggplot(mapping = aes(x = foldchange$LFC,
y = Pvalue$LPV))+
geom_point()
V_plot