Mercurial > repos > artbio > gsc_mannwhitney_de
changeset 3:3d86c89f15bf draft
"planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/gsc_mannwhitney_de commit fab41058cef186159d746c55808d0e69f252af2f"
| author | artbio |
|---|---|
| date | Thu, 29 Aug 2019 05:35:04 -0400 |
| parents | 60964af87364 |
| children | 6916ac5a9ef0 |
| files | MannWhitney_DE.R mannwhitney_de.xml test-data/geneMetadata_log.tsv test-data/geneMetadata_nolog.tsv |
| diffstat | 4 files changed, 16995 insertions(+), 16990 deletions(-) [+] |
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line diff
--- a/MannWhitney_DE.R Mon Jul 01 09:05:28 2019 -0400 +++ b/MannWhitney_DE.R Thu Aug 29 05:35:04 2019 -0400 @@ -138,9 +138,14 @@ results <- merge(gene_stats, MW_test, by = "row.names") colnames(results)[1] <- "genes" +## Annotate Significant column +results$Significant[results$Significant == T & !is.na(results$Significant)] <- ifelse(subset(results, Significant == T)$log2FC > 0, "UP", "DOWN") +results$Significant[results$Significant == F & !is.na(results$Significant)] <- "NS" + + # Save files write.table( - results, + results[order(results$p.adjust),], opt$output, sep = "\t", quote = F,
--- a/mannwhitney_de.xml Mon Jul 01 09:05:28 2019 -0400 +++ b/mannwhitney_de.xml Thu Aug 29 05:35:04 2019 -0400 @@ -1,4 +1,4 @@ -<tool id="mannwhitney_de" name="Perform a differential analysis" version="0.9.2"> +<tool id="mannwhitney_de" name="Perform a differential analysis" version="0.9.4"> <description>using a Mann-Whitney test</description> <requirements> <requirement type="package" version="1.3.2=r3.3.2_0">r-optparse</requirement> @@ -120,7 +120,7 @@ statistic W statistic of Mann-Whitney test p.value p-value of Mann-Whitney test p.adjust p-values adjusted from the BH correction - Significant TRUE/FALSE vector (if p-adjust inferior to FDR cut-off then the value is TRUE) + Significant if p-adjust superior to FDR cut-off then the value is *NS*, if inferior then it's either *UP* or *DOWN* depending on the sign of fold change ==================== ====================================================================================================== </help>
--- a/test-data/geneMetadata_log.tsv Mon Jul 01 09:05:28 2019 -0400 +++ b/test-data/geneMetadata_log.tsv Thu Aug 29 05:35:04 2019 -0400 @@ -1,43 +1,43 @@ genes mean SD Variance Percentage_Detection mean_condition2 mean_condition1 log2FC statistic p.value p.adjust Significant -ACAD9 3.21757044598762 6.03354965169885 36.4037213995154 23 2.88532585223158 3.38872675186193 -0.50340089963035 6 0.411313791776259 1 FALSE +ACAD9 3.21757044598762 6.03354965169885 36.4037213995154 23 2.88532585223158 3.38872675186193 -0.50340089963035 6 0.411313791776259 1 NS +APIP 1.48573169701519 4.42462910898839 19.5773427521074 11 1.36959754030536 1.5455583838051 -0.175960843499742 5 0.723673609831763 1 NS +BAI3 1.40915813751371 4.12336508696455 17.0021396403981 11 1.41059944781951 1.40841564432588 0.00218380349363256 5 0.723673609831763 1 NS +C3orf62 2.21928690308303 5.23726221704512 27.4289155300884 16 1.99337186851464 2.33566737543644 -0.342295506921804 2 0.288844366346485 1 NS +CCT4 5.58991399452656 7.04582138621306 49.6435990064173 40 5.97697998966529 5.39051636066721 0.586463628998078 5.5 0.63859207768502 1 NS +CDKN2A 3.14847608508595 5.97643617835182 35.7177893939125 22 2.85206036997725 3.30117508983891 -0.449114719861661 5 0.8 1 NS +CHTOP 4.95213087424945 6.69826385145611 44.8667386237237 37 5.12715074739128 4.86196912141881 0.265181625972471 4.5 1 1 NS +CLPB 1.20688850619883 3.94292278228986 15.5466400671004 9 1.64019045303295 0.983672351769125 0.656518101263825 3.5 1 1 NS +COQ7 1.81109934358668 4.59246883791874 21.0907700272547 14 2.81750977159578 1.2926454867335 1.52486428486228 3 0.805732790848439 1 NS +DIAPH2 2.45173786931265 5.19109016758801 26.9474171280289 19 1.90478386205171 2.73350205487132 -0.828718192819611 2 0.288844366346485 1 NS +FAM63B 2.44551578150534 5.13806432586195 26.3997050166952 20 1.25193652944719 3.0603899416565 -1.80845341220932 3.5 1 1 NS +GAPDH 17.6727587681588 4.98787838098139 24.8789307434615 93 18.3959280065131 17.3002170393096 1.09571096720344 0 0.133333333333333 1 NS +H3F3C 2.69750936927498 4.35063868472497 18.9280569650254 29 2.19689835219708 2.95539989322421 -0.758501541027127 6 0.411313791776259 1 NS +IFRD2 1.56542610972806 4.50279575682847 20.2751696277125 11 1.73709044769323 1.47699296592783 0.260097481765406 1 0.218819415823491 1 NS +ITGB1 5.73749610754924 6.96917363119079 48.569381101685 42 5.92731202994722 5.63971214752604 0.287599882421176 2 0.288844366346485 1 NS +LSAMP 5.40538485683009 7.20340373028298 51.8890253014547 38 7.456451258236 4.34877489246947 3.10767636576653 8 0.133333333333333 1 NS +MUM1 3.59113963428165 6.20728875372071 38.5304336720676 26 3.26567136238311 3.75880510768392 -0.493133745300816 5.5 0.63859207768502 1 NS +NCAPH2 2.09924645828476 4.9160781393554 24.167824272248 16 2.7402301291671 1.76904274904235 0.971187380124752 5 0.723673609831763 1 NS +OBFC2B 2.56257992189769 5.37946105314442 28.9386012222977 19 2.50827678586446 2.59055426470269 -0.0822774788382348 3.5 1 1 NS +PSMC3 6.17973106872374 7.13113762893614 50.8531238828289 45 6.07099348144692 6.23574740156331 -0.164753920116381 2 0.460633522588757 1 NS +PSPH 3.45898367616203 5.82691731716674 33.9529654210976 27 3.23100704116237 3.57642618510125 -0.345419143938882 8 0.133333333333333 1 NS +RABL5 3.2703554589894 5.97444372569743 35.6939778315254 24 3.69997306551525 3.04903729805185 0.650935767463402 4 1 1 NS +RNF185 1.46932887276529 4.13672007089318 17.1124529449304 12 1.06620456119726 1.67699897266398 -0.610794411466722 2 0.288844366346485 1 NS +SIN3A 4.00526302988229 6.32973969419456 40.0656045962622 30 4.28049583047595 3.86347643563706 0.417019394838893 2.5 0.583882420770365 1 NS +SLC15A4 2.6490939213568 5.36541152568955 28.7876408400022 21 2.38443898616311 2.78543131221415 -0.400992326051037 5 0.723673609831763 1 NS +SMYD3 1.11766527425951 3.45565630150241 11.9415604741133 10 1.17955973857534 1.08578024718772 0.0937794913876244 6 0.411313791776259 1 NS +TBC1D15 2.64803303609142 5.30241142820209 28.1155669539282 21 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--- a/test-data/geneMetadata_nolog.tsv Mon Jul 01 09:05:28 2019 -0400 +++ b/test-data/geneMetadata_nolog.tsv Thu Aug 29 05:35:04 2019 -0400 @@ -1,1441 +1,17196 @@ genes mean SD Variance Percentage_Detection mean_condition2 mean_condition1 log2FC statistic p.value p.adjust Significant -1/2-SBSRNA4 1.42 8.57902068767735 73.599595959596 5 2.31818181818182 1.16666666666667 0.990601301997751 862 0.938532388043819 1 FALSE -A1BG 16.31 35.7029537866394 1274.70090909091 35 20.3636363636364 15.1666666666667 0.425091163942767 695.5 0.113486402825499 0.38108208955687 FALSE -A1BG-AS1 0.91 5.25721245797455 27.6382828282828 6 1.86363636363636 0.641025641025641 1.53966641506831 822 0.472969642559525 0.933964658308623 FALSE +CHTOP 60.47 118.911600728772 14139.9687878788 55 163.318181818182 31.4615384615385 2.37602428656421 175 2.57033171062643e-09 6.00635114139184e-05 UP +GALNS 35.44 78.0910269163397 6098.20848484848 32 113.818181818182 13.3333333333333 3.09362163412911 303.5 2.58580026024812e-08 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532.430620130478 283482.365252525 95 1147.81818181818 458.666666666667 1.32337616314475 244 3.30381731831549e-07 0.000404577578641395 UP +CHUK 9.77 38.721188050477 1499.3304040404 13 35.8636363636364 2.41025641025641 3.89526323856077 499 3.31663050726648e-07 0.000404577578641395 UP +CPNE4 6.83 31.7261180363524 1006.54656565657 9 31 0.0128205128205128 11.2395985292491 553.5 3.47743032646583e-07 0.000404577578641395 UP +DRAP1 41.71 52.5265291317279 2759.03626262626 78 92.4545454545455 27.3974358974359 1.75470337142264 248 3.41235083703636e-07 0.000404577578641395 UP +ENO1 791.6 886.202886226148 785355.555555556 89 1683.81818181818 539.948717948718 1.64084206723023 243 3.1109486520715e-07 0.000404577578641395 UP +LPHN2 4.84 17.7688411882069 315.731717171717 9 20.7272727272727 0.358974358974359 5.85150569233209 554 3.63579645304232e-07 0.000404577578641395 UP +GUK1 303.35 334.56772577658 111935.563131313 86 674.272727272727 198.730769230769 1.76251698475578 251.5 4.43117570448923e-07 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1.14594658884858 486.5 0.000446239970744254 0.013367829441081 NS +SMARCB1 16.4 29.107602533574 847.252525252525 30 35.0909090909091 11.1282051282051 1.65687640504855 515.5 0.000446776565965605 0.013367829441081 NS +EFCAB7 4.63 17.1485812353045 294.073838383838 14 16.2727272727273 1.34615384615385 3.59554085982308 603 0.0004477676565862 0.0133803511497523 NS +MPI 32.49 70.6550154774678 4992.13121212121 31 70.0909090909091 21.8846153846154 1.67931030711225 512 0.000451025995052545 0.0134605050477495 NS +RPLP1 668.76 621.479338418268 386236.568080808 99 1090.77272727273 549.730769230769 0.988553397443594 436 0.000452662414829836 0.0134809463397542 NS +TCF25 64.79 114.007911740343 12997.8039393939 52 118.136363636364 49.7435897435897 1.24787058162266 460 0.000452948243473157 0.0134809463397542 NS +TPMT 15.28 40.0762102282966 1606.10262626263 22 29.3636363636364 11.3076923076923 1.37672610936136 552 0.000453441622006453 0.0134809463397542 NS +VAMP3 42.29 81.7095490382881 6676.4504040404 41 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13 9.77272727272727 4.75641025641026 1.03888807319361 612 0.000473080436579177 0.0138881306355884 NS +HNRNPA0 24.09 38.3503506364596 1470.74939393939 57 52.2272727272727 16.1538461538462 1.69292566448379 454.5 0.000473080793646371 0.0138881306355884 NS +ZYG11B 17.75 45.9502091091185 2111.42171717172 25 37.1363636363636 12.2820512820513 1.59628102263445 538 0.000471451541486177 0.0138881306355884 NS +TICAM1 4.6 14.7942112621352 218.868686868687 19 10.6818181818182 2.88461538461538 1.88870635557291 570 0.000474495142594788 0.0139121737668193 NS +UBL7 44.92 81.899628148784 6707.54909090909 38 75.6818181818182 36.2435897435897 1.0622208943524 491 0.000475397862321048 0.0139211744946344 NS +GNB1 161.42 184.95891872565 34209.8016161616 78 286.409090909091 126.166666666667 1.18274648641299 440 0.000478225354278546 0.0139864456555458 NS +WLS 80.71 135.058782189329 18240.8746464646 73 138.272727272727 64.474358974359 1.10071919987066 442 0.000479448784726143 0.0140046990018506 NS +RNF115 16.85 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0.00156793045682568 0.0267019454846554 NS +PIGT 94.87 183.74068546446 33760.6394949495 47 201.636363636364 64.7564102564103 1.63866092395546 507 0.00157078796662546 0.0267148276594642 NS +MEF2A 6.44 20.2271544656627 409.137777777778 23 9.45454545454546 5.58974358974359 0.758225993589117 577.5 0.00157504931596951 0.0267678199386004 NS +APEX1 136.98 152.38070213724 23219.8783838384 71 204.818181818182 117.846153846154 0.797439115814266 482.5 0.00158261370288557 0.0268573108271823 NS +LSM5 80.79 113.439014452701 12868.41 70 158.045454545455 59 1.42155268372849 483 0.00158225805267069 0.0268573108271823 NS +TMEM43 78.07 134.212951173224 18013.1162626263 45 145 59.1923076923077 1.29257129182782 511 0.00158930398955096 0.0269512740405129 NS +CAST 70.95 121.302724660665 14714.351010101 61 122.181818181818 56.5 1.11270684172628 489.5 0.00159223402010327 0.0269813811325404 NS +LOC339803 12.45 47.9499686647395 2299.1994949495 22 28.2272727272727 8 1.81901783958318 582.5 0.00159523501586919 0.0270126462687183 NS +HARS 48.29 88.1377818296931 7768.26858585859 39 89.4090909090909 36.6923076923077 1.28494388577681 524 0.00159845359826383 0.0270279766166637 NS +NACA 395.56 478.06956765219 228550.511515152 88 752.954545454545 294.75641025641 1.35303958579721 478.5 0.001597480880573 0.0270279766166637 NS +DPP7 87.01 118.238886337889 13980.4342424242 68 169.545454545455 63.7307692307692 1.41161012742494 484.5 0.00160025450358195 0.0270388627908192 NS +PPP2R2B 48.51 78.2251987352651 6119.18171717172 48 95.5 35.2564102564103 1.43761514359861 506 0.0016050576075462 0.0270808564427001 NS +RBM25 92.4 99.6807023663177 9936.24242424242 85 155.181818181818 74.6923076923077 1.05492795711234 479 0.00160403617684856 0.0270808564427001 NS +PUS3 11.91 37.2773105090466 1389.59787878788 15 25.6818181818182 8.02564102564103 1.67805881059488 622 0.00160793076199217 0.027090213443571 NS +ZNF22 28.01 58.3743570033585 3407.56555555556 34 53.6363636363636 20.7820512820513 1.36787336895661 537.5 0.00160786559828045 0.027090213443571 NS +TMBIM6 726.26 635.071707078274 403316.073131313 95 1073.90909090909 628.205128205128 0.773564245495198 478.5 0.0016112889635915 0.0271272337904944 NS +CRYZ 34.15 66.6191307798187 4438.10858585859 42 53.5454545454545 28.6794871794872 0.900744882996293 517.5 0.0016136296961924 0.0271470833265832 NS +TRIM28 66.41 98.8860271405236 9778.44636363636 61 126.181818181818 49.5512820512821 1.348509753991 490 0.00161637645066137 0.027173730143205 NS +COPS7A 65.1 111.454162340535 12422.0303030303 47 119.227272727273 49.8333333333333 1.25853130015074 508 0.00162025319024417 0.0272013466512961 NS +MAPK7 9.23 32.3730948895417 1048.01727272727 25 23.5909090909091 5.17948717948718 2.18734984583104 569.5 0.0016226753351552 0.0272013466512961 NS +PPP4C 66.82 83.5588923146333 6982.08848484848 60 125.136363636364 50.3717948717949 1.31281304236183 491 0.00162040801881639 0.0272013466512961 NS +ZCRB1 67.64 98.8619606963531 9773.68727272727 59 110.090909090909 55.6666666666667 0.983809739304136 492 0.00162249628324747 0.0272013466512961 NS +MEAF6 59.79 89.2933305957891 7973.29888888889 53 105.181818181818 46.9871794871795 1.16254626631127 499 0.00162645976336474 0.0272230421818212 NS +PEX26 3.32 17.9048438793371 320.583434343434 7 4.95454545454545 2.85897435897436 0.793255025081573 690 0.00162746447826105 0.0272230421818212 NS +TNFSF4 3.62 19.7232263224265 389.005656565657 7 4.77272727272727 3.29487179487179 0.534591568697196 690 0.00162746447826105 0.0272230421818212 NS +NR3C1 39.83 89.1899635382793 7954.8495959596 41 77.8636363636364 29.1025641025641 1.41980345413067 520 0.00163025847988393 0.0272502719298481 NS +ARF3 38.72 58.8066649146492 3458.22383838384 56 67.0454545454545 30.7307692307692 1.12545564571238 495.5 0.00163625339137653 0.027303720059611 NS +ERMAP 8.45 28.8697440447975 833.462121212121 18 19.4545454545455 5.34615384615385 1.86353401318143 604 0.00163696130620999 0.027303720059611 NS +ESF1 21.93 33.5575052948839 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0.00167258043261539 0.0276413433870979 NS +HDLBP 100.41 122.66239246506 15046.0625252525 69 176.227272727273 79.025641025641 1.15704447346135 485.5 0.00167411535802813 0.0276471573755487 NS +NGRN 145.82 182.670945537144 33368.6743434343 70 226.272727272727 123.128205128205 0.87790142697557 485 0.00167672790826934 0.027670747005959 NS +CUL1 63.26 119.059073700004 14175.063030303 48 95.9090909090909 54.0512820512821 0.827338732182284 507.5 0.00168046763880311 0.0277008541417863 NS +IFRD2 66.03 133.921917171873 17935.0798989899 38 129.772727272727 48.0512820512821 1.43334039281597 528 0.00168092310737132 0.0277008541417863 NS +GAL3ST3 12.35 40.3232832457523 1625.96717171717 12 27.9090909090909 7.96153846153846 1.80961598737465 644.5 0.00168806501417325 0.0277013365528093 NS +KIF26B 10.46 37.9916046015698 1443.36202020202 15 24.1363636363636 6.6025641025641 1.87011002895852 623 0.00168275941142257 0.0277013365528093 NS +PRIM2 4.6 18.7142251301576 350.222222222222 12 9.09090909090909 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0.00720712783334649 0.0671248159464491 NS +GTPBP10 31.63 71.7807625954746 5152.47787878788 33 49.5909090909091 26.5641025641026 0.900597698862004 587.5 0.00721696459962461 0.0671628947686292 NS +TMEM127 25.22 68.329501740323 4668.92080808081 33 31.6818181818182 23.3974358974359 0.437304697438632 587.5 0.00721646652663947 0.0671628947686292 NS +GGPS1 45.66 105.730190254785 11178.8731313131 37 109.954545454545 27.525641025641 1.9980591783461 578 0.00724144917468139 0.0673639268765743 NS +MOV10 17.54 54.2387948675749 2941.84686868687 28 28.7272727272727 14.3846153846154 0.997894387793261 602 0.00724464095444924 0.0673661923646531 NS +XPO6 67.19 103.728442569913 10759.5897979798 53 96.3181818181818 58.974358974359 0.707720326765383 552 0.00724745838774127 0.0673661923646531 NS +TMEM199 24.01 55.3691915575564 3065.74737373737 30 41.5 19.0769230769231 1.12128283910114 596 0.00726557423521164 0.0675077291166702 NS +C22orf29 8.69 39.1073877646894 1529.38777777778 14 24.9545454545455 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0 Inf 780 0.00783414581327792 0.0694811569640497 NS +LOC148413 13.73 42.9175519179072 1841.91626262626 17 32.1363636363636 8.53846153846154 1.91215863796309 647.5 0.00757966097172781 0.0694811569640497 NS +LOC284581 0.41 3.71753964472486 13.820101010101 2 1.86363636363636 0 Inf 780 0.00783414581327792 0.0694811569640497 NS +LOC285593 0.4 2.94048714441411 8.64646464646465 2 1.81818181818182 0 Inf 780 0.00783414581327792 0.0694811569640497 NS +LOC643733 0.34 2.71255963952496 7.3579797979798 2 1.54545454545455 0 Inf 780 0.00783414581327792 0.0694811569640497 NS +LOC646329 6.82 21.3954493415131 457.765252525253 21 15.8636363636364 4.26923076923077 1.89367545936334 629.5 0.00770946504988193 0.0694811569640497 NS +LRRC39 0.67 5.08921418394834 25.900101010101 2 3.04545454545455 0 Inf 780 0.00783414581327792 0.0694811569640497 NS +LRRC58 53.93 96.349139418402 9283.15666666667 49 88.6818181818182 44.1282051282051 1.00693728079377 559 0.00764879158844357 0.0694811569640497 NS +LUM 1.94 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30.39 74.4957316925207 5549.61404040404 30 52.7272727272727 24.0897435897436 1.13013033881983 597.5 0.00760697249323278 0.0694811569640497 NS +MTRNR2L3 0.02 0.14070529413629 0.0197979797979798 2 0.0909090909090909 0 Inf 780 0.00783099163240171 0.0694811569640497 NS +NAA50 51.38 95.5469930389642 9129.22787878788 50 77.4090909090909 44.0384615384615 0.813738936198031 558.5 0.00782025582552292 0.0694811569640497 NS +NRBF2 20.23 45.7151600520643 2089.87585858586 28 36.1363636363636 15.7435897435897 1.19868680502649 603.5 0.00759402415397221 0.0694811569640497 NS +NSFP1 0.03 0.222701503353614 0.0495959595959596 2 0.136363636363636 0 Inf 780 0.00783414581327792 0.0694811569640497 NS +OCIAD1 78.21 102.294217674788 10464.106969697 67 114.727272727273 67.9102564102564 0.756507001910115 542.5 0.00759445075378959 0.0694811569640497 NS +OGN 0.24 1.83192783590391 3.3559595959596 2 1.09090909090909 0 Inf 780 0.00783414581327792 0.0694811569640497 NS +OR4N3P 0.54 4.42769064461875 19.6044444444444 2 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15.5909090909091 3.35897435897436 2.21461236486031 861 0.956074180023554 1 NS +ARHGEF17 46.51 93.9928532636735 8834.65646464646 45 38.0454545454545 48.8974358974359 -0.362034715537461 855 0.981822765436935 1 NS +ARHGEF18 12.69 33.2868448550481 1108.01404040404 23 7.5 14.1538461538462 -0.916231642307402 874.5 0.856689124434033 1 NS +ARHGEF26-AS1 9.43 29.6498948164452 879.116262626263 21 2.86363636363636 11.2820512820513 -1.97810918979979 856 0.9860141750647 1 NS +ARHGEF4 24.97 57.1967108964645 3271.46373737374 27 26.0454545454545 24.6666666666667 0.078468845211814 895.5 0.693677134001821 1 NS +ARHGEF7 31.99 75.0495452512821 5632.43424242424 43 23.2272727272727 34.4615384615385 -0.569167341616188 826.5 0.77506178731052 1 NS +ARID3B 1.93 16.4269149676236 269.843535353535 4 0.0454545454545455 2.46153846153846 -5.7589919004962 853 0.912179800152995 1 NS +ARID4B 46.87 77.9044552090196 6069.10414141414 63 26.9545454545455 52.4871794871795 -0.961436492252456 908 0.672473393178945 1 NS +ARID5A 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0.863636363636364 0.666666666666667 0.373458395527445 862 0.938533678462735 1 NS +ASB8 30.87 71.9822726492959 5181.44757575758 38 28.7272727272727 31.474358974359 -0.131755960800001 838.5 0.856244722219197 1 NS +ASMTL 0.56 1.46556432403317 2.14787878787879 22 0.318181818181818 0.628205128205128 -0.981384321832653 825.5 0.713014113699524 1 NS +ASPN 0.28 1.93364678754676 3.7389898989899 4 0.0909090909090909 0.333333333333333 -1.87446911791614 852.5 0.902470833144709 1 NS +ASPSCR1 21.56 62.848112561359 3949.88525252525 23 33.0909090909091 18.3076923076923 0.853984976394548 843.5 0.87444305953793 1 NS +ASRGL1 32.47 71.9005282289077 5169.68595959596 31 34.8636363636364 31.7948717948718 0.132928962453647 814 0.658705306279885 1 NS +ASS1 1.76 10.3904773808531 107.96202020202 4 2.45454545454545 1.56410256410256 0.650120764825533 851.5 0.883093492350616 1 NS +ASTE1 9.48 34.0636599515221 1160.33292929293 17 6.68181818181818 10.2692307692308 -0.620015487347395 893 0.660880396013506 1 NS +ASXL1 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31.7948717948718 0.132928962453647 814 0.658705306279885 1 FALSE -ASS1 1.76 10.3904773808531 107.96202020202 4 2.45454545454545 1.56410256410256 0.650120764825533 851.5 0.883093492350616 1 FALSE -ASTE1 9.48 34.0636599515221 1160.33292929293 17 6.68181818181818 10.2692307692308 -0.620015487347395 893 0.660880396013506 1 FALSE ASTL 0 0 0 0 0 0 NA 858 NaN NA NA -ASTN1 33.74 71.4809602395468 5109.52767676768 34 36.9090909090909 32.8461538461538 0.168251757068481 786 0.480918973942467 0.94534865653314 FALSE -ASTN2 12.09 46.9254932759574 2202.00191919192 16 26.1818181818182 8.11538461538461 1.68983391223892 722 0.0772902613632713 0.291356481293261 FALSE -ASUN 5.97 22.9687776661003 527.564747474747 11 13.9545454545455 3.71794871794872 1.9081563555802 772 0.190278833971064 0.543706993425755 FALSE -ASXL1 28.47 59.6707218869108 3560.59505050505 36 31.5909090909091 27.5897435897436 0.195377405279197 807 0.624708169565477 1 FALSE -ASXL2 9.98 33.3929708928467 1115.09050505051 27 9.54545454545454 10.1025641025641 -0.0818357015653025 745.5 0.233131567989797 0.628882794793538 FALSE ASXL3 0 0 0 0 0 0 NA 858 NaN NA NA -ASZ1 0.35 3.5 12.25 1 0 0.448717948717949 -Inf 869 0.612193566468421 0.993316154786423 FALSE -ATAD1 20.6 53.2620736063523 2836.84848484848 31 34.3181818181818 16.7307692307692 1.03646934298015 627.5 0.0195191985086078 0.126736490900013 FALSE -ATAD2 3.12 11.6906938730053 136.672323232323 15 5.54545454545455 2.43589743589744 1.18685232945689 858 1 1 FALSE -ATAD2B 17.09 52.9303134395412 2801.61808080808 24 11.6818181818182 18.6153846153846 -0.672230588576922 704 0.0881545487402983 0.320024156433632 FALSE -ATAD3A 11.81 29.4918906847563 869.771616161616 25 24.0454545454545 8.35897435897436 1.5243663581079 706 0.0973340695341528 0.340833689887846 FALSE -ATAD3B 10.53 34.7253160641854 1205.84757575758 28 14.0454545454545 9.53846153846154 0.558274817021294 710 0.12099638592315 0.399582185733772 FALSE -ATAD3C 0.11 0.723278171336114 0.523131313131313 5 0.0909090909090909 0.115384615384615 -0.343954401217361 814 0.337757436504941 0.799882350686014 FALSE -ATAD5 1.91 9.47841247415953 89.840303030303 8 5.59090909090909 0.871794871794872 2.68102226431385 743 0.0428475965367639 0.21543211864219 FALSE -ATAT1 20.49 44.8029343826153 2007.30292929293 29 23.0909090909091 19.7564102564103 0.225004140482332 731 0.188985691441203 0.542000200981595 FALSE -ATCAY 0.96 9.6 92.16 1 0 1.23076923076923 -Inf 869 0.612193566468421 0.993316154786423 FALSE -ATE1 4.27 20.4148168611611 416.764747474747 11 3.40909090909091 4.51282051282051 -0.404642327916465 739 0.0694818046663329 0.268329329263402 FALSE -ATF1 5.41 19.9975225738317 399.900909090909 14 7.54545454545455 4.80769230769231 0.650263246188633 715 0.0493580772182661 0.237254400574616 FALSE -ATF2 18.55 34.5725339107521 1195.2601010101 39 33.4090909090909 14.3589743589744 1.21828802300371 600 0.0148095325444158 0.105831546329636 FALSE -ATF3 165.97 329.379258698246 108490.696060606 55 294.045454545455 129.846153846154 1.17923590821072 564 0.0104170485053223 0.0827978195484257 FALSE -ATF4 75.6 125.243520367081 15685.9393939394 58 83.9545454545455 73.2435897435897 0.196905936623441 815 0.713228290861103 1 FALSE -ATF5 3.71 13.935127476194 194.187777777778 11 5.86363636363636 3.1025641025641 0.918334618373611 824 0.607826295951348 0.993316154786423 FALSE -ATF6 26.36 58.9696926095486 3477.42464646465 35 32 24.7692307692308 0.369522840026475 704 0.133697920078923 0.430358575419059 FALSE -ATF6B 30.35 63.5661391025445 4040.65404040404 31 38.3636363636364 28.0897435897436 0.449696019941914 722.5 0.170417111932581 0.509051140437243 FALSE -ATF7 43.2 85.8196370361126 7365.0101010101 54 68.1363636363636 36.1666666666667 0.913764317587239 513.5 0.00258802959877299 0.0359554552105394 FALSE -ATF7IP 55.23 100.347261189745 10069.5728282828 51 74.2272727272727 49.8717948717949 0.573725235913092 611 0.0289905449974221 0.165743637983593 FALSE -ATF7IP2 0.02 0.14070529413629 0.0197979797979798 2 0.0454545454545455 0.0128205128205128 1.82597060022495 830 0.345367786595472 0.800436942927817 FALSE -ATG10 5.63 20.5532837947486 422.437474747475 13 8.45454545454546 4.83333333333333 0.806708698064318 749.5 0.124104354247076 0.40607316443343 FALSE -ATG12 44.89 74.2006418606015 5505.73525252525 54 61.8636363636364 40.1025641025641 0.625397154421594 649 0.0678280283995643 0.263628390081476 FALSE -ATG13 41.62 71.0338914700141 5045.81373737374 48 79 31.0769230769231 1.3460089835664 502 0.00141830195397841 0.0251082424701269 FALSE -ATG14 15.5 48.6935376211321 2371.06060606061 29 23.5454545454545 13.2307692307692 0.831551632488251 651.5 0.0324259784594397 0.178716309279226 FALSE -ATG16L1 18.4 77.6269244137586 6025.93939393939 13 17.0909090909091 18.7692307692308 -0.135140386381454 803 0.437749851371328 0.916301306363014 FALSE -ATG16L2 13.53 54.366592348945 2955.72636363636 14 12.1818181818182 13.9102564102564 -0.191419536649118 810 0.512377481520644 0.98846173434941 FALSE -ATG2A 16.05 57.0601977004651 3255.86616161616 21 0.636363636363636 20.3974358974359 -5.00239259804849 1002 0.0935421666705951 0.33226498003212 FALSE -ATG2B 12.63 35.9650939078154 1293.48797979798 17 0.363636363636364 16.0897435897436 -5.46750104861318 1003 0.0661556035512854 0.259122384141206 FALSE -ATG3 62.14 86.8211932419706 7537.9195959596 55 86.6363636363636 55.2307692307692 0.649500469590685 649 0.068784759529079 0.266693588962256 FALSE -ATG4A 10.8 44.0002295678125 1936.0202020202 10 13.1818181818182 10.1282051282051 0.38017084717542 725 0.0341884198059943 0.185357755707351 FALSE -ATG4B 51.17 80.5162703928827 6482.8697979798 52 83.5909090909091 42.025641025641 0.99207622553743 661 0.0829638009690954 0.306513533762185 FALSE -ATG4C 12.25 32.0398662653737 1026.55303030303 27 4.59090909090909 14.4102564102564 -1.65024423724418 852.5 0.957550657185008 1 FALSE -ATG4D 16.96 46.2103053791286 2135.39232323232 22 24.1818181818182 14.9230769230769 0.696377692817857 619.5 0.00629541458911104 0.0624151109332629 FALSE -ATG5 38.86 83.5050376512179 6973.09131313131 38 57.9545454545455 33.474358974359 0.79186538965833 641.5 0.0394583905464675 0.202874294893257 FALSE -ATG7 24.95 82.3578512138682 6782.81565656566 33 44 19.5769230769231 1.16834949070269 697 0.110240469596798 0.372724762713289 FALSE -ATG9A 36.18 79.0382058235002 6247.03797979798 36 57.7272727272727 30.1025641025641 0.939366688774427 617.5 0.0200821480049009 0.129385066054184 FALSE -ATG9B 0.7 5.32290647422377 28.3333333333333 4 0.318181818181818 0.807692307692308 -1.34395440121736 852.5 0.902470833144709 1 FALSE -ATHL1 19.53 84.8971397835896 7207.52434343434 18 14.4545454545455 20.9615384615385 -0.536221364876138 851.5 0.94058333110358 1 FALSE -ATIC 64.12 106.957867660801 11439.9854545455 41 130.181818181818 45.4871794871795 1.51699608318814 421.5 4.70583115926121e-05 0.00435928537168458 TRUE -ATL1 9.04 31.1263050921061 968.846868686869 13 5 10.1794871794872 -1.02566488339335 855 0.971604288101673 1 FALSE -ATL2 7.59 32.4317761001475 1051.8201010101 19 7.36363636363636 7.65384615384615 -0.0557665181552294 676.5 0.0277863551040558 0.161199490087283 FALSE -ATL3 22.58 75.8918928077261 5759.57939393939 28 58.7727272727273 12.3717948717949 2.24809202787976 406 2.07948977530646e-06 0.0010798559348747 TRUE -ATM 9.17 21.5570912188584 464.708181818182 29 7.5 9.64102564102564 -0.36229603720687 833.5 0.803180581869033 1 FALSE -ATMIN 44.45 98.9455900885926 9790.2297979798 31 57.9090909090909 40.6538461538462 0.510398000377412 618.5 0.0152304826511586 0.107687116064228 FALSE -ATN1 42.37 46.2393105310172 2138.07383838384 89 52.4545454545455 39.525641025641 0.408278934763258 825 0.786640825615551 1 FALSE ATOH1 0 0 0 0 0 0 NA 858 NaN NA NA ATOH7 0 0 0 0 0 0 NA 858 NaN NA NA -ATOH8 3.69 16.6501099580802 277.226161616162 6 11.5454545454545 1.47435897435897 2.96916523605274 771.5 0.082120062548072 0.304198926164858 FALSE -ATOX1 85.08 107.983133737252 11660.3571717172 76 148.227272727273 67.2692307692308 1.13979225133061 523 0.00506479671239285 0.0544346769772679 FALSE -ATP10A 0.22 1.90999497593078 3.64808080808081 3 0.0909090909090909 0.256410256410256 -1.49595749466241 841 0.642227504899165 1 FALSE -ATP10B 1.76 9.33779114321709 87.1943434343434 6 5.09090909090909 0.82051282051282 2.63332552228256 723.5 0.00675072246554805 0.0649180586728094 FALSE -ATP10D 10.12 38.2509734477042 1463.13696969697 14 7.31818181818182 10.9102564102564 -0.576127843346395 773 0.243828970671638 0.652070884258965 FALSE -ATP11A 29.09 65.5442012937249 4296.04232323232 48 24.0454545454545 30.5128205128205 -0.343651345856329 774 0.453533197832472 0.916301306363014 FALSE -ATP11B 2.06 11.0780700649362 122.723636363636 7 0.590909090909091 2.47435897435897 -2.06604671890204 885 0.618121508209938 0.999204674613858 FALSE -ATP11C 13.78 49.5811914485175 2458.29454545455 19 22.5909090909091 11.2948717948718 1.00007443286682 581 0.000776545912238853 0.0183481545775506 FALSE -ATP12A 0.05 0.411329453348431 0.169191919191919 2 0 0.0641025641025641 -Inf 880 0.460699420081267 0.916301306363014 FALSE -ATP13A1 34.18 73.1157073867624 5345.90666666667 39 51.9545454545455 29.1666666666667 0.832929458466008 617.5 0.0231254638828626 0.14285255193702 FALSE -ATP13A2 19.03 46.2582681662141 2139.82737373737 25 29.5454545454545 16.0641025641026 0.879095808818907 718.5 0.128220335369312 0.416576939376161 FALSE -ATP13A3 30.48 106.35764707302 11311.9490909091 38 44.8181818181818 26.4358974358974 0.761585819234754 627.5 0.0283037037810743 0.162761734453598 FALSE -ATP13A4 46.6 99.8131587851355 9962.66666666667 42 59.7727272727273 42.8846153846154 0.479027188875792 786 0.507229348087108 0.981853496197775 FALSE -ATP13A5 3.31 24.4988950482641 600.195858585859 10 11.2272727272727 1.07692307692308 3.38202040903087 772 0.171734062587236 0.512123373871091 FALSE -ATP1A1 169.47 199.121680224313 39649.4435353535 75 356.863636363636 116.615384615385 1.61361477110189 385 7.40906759490753e-05 0.00530904045378676 TRUE -ATP1A1OS 5.32 26.5085768472139 702.704646464646 12 9.27272727272727 4.20512820512821 1.14084393757836 781 0.259385320169943 0.684275927041231 FALSE -ATP1A2 56.37 170.366548086972 29024.7607070707 24 34.5 62.5384615384615 -0.858147367155767 969.5 0.217533753170577 0.601363864200881 FALSE -ATP1A3 0.19 1.62490092938094 2.64030303030303 2 0.863636363636364 0 Inf 780 0.00783414581327792 0.0694811569640497 FALSE -ATP1A4 0.98 7.49003378234078 56.1006060606061 4 0.181818181818182 1.20512820512821 -2.72861825145269 853 0.912179800152995 1 FALSE -ATP1B1 10.07 39.2791756069757 1542.85363636364 31 3.22727272727273 12 -1.89464699985377 879.5 0.831111590474638 1 FALSE -ATP1B2 194.98 219.341069219753 48110.5046464646 74 216.590909090909 188.884615384615 0.197467491105789 867 0.94311344187484 1 FALSE -ATP1B3 106.06 196.539035113212 38627.5923232323 58 158.954545454545 91.1410256410256 0.802441761381537 490.5 0.00150542580403144 0.0260198152282594 FALSE -ATP1B4 4.08 40.5982235766019 1648.21575757576 3 0.0454545454545455 5.21794871794872 -6.8429143840413 841.5 0.652332847318063 1 FALSE -ATP2A1 0.39 2.78848642916844 7.77565656565657 2 1.77272727272727 0 Inf 780 0.00783414581327792 0.0694811569640497 FALSE -ATP2A2 36.6 80.8541522705788 6537.39393939394 45 38.5454545454545 36.0512820512821 0.0965101757156149 758.5 0.36689490202954 0.811663359900245 FALSE ATP2A3 0 0 0 0 0 0 NA 858 NaN NA NA -ATP2B1 38.69 73.0371007146921 5334.41808080808 41 81.3181818181818 26.6666666666667 1.6085404592484 507 0.00106888276837272 0.0215814510333579 FALSE -ATP2B2 4.55 31.2411199504367 976.007575757576 6 2.18181818181818 5.21794871794872 -1.25795188332014 873.5 0.761715039925753 1 FALSE -ATP2B3 0.11 1.1 1.21 1 0.5 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE -ATP2B4 77.5 109.551104259357 12001.4444444444 60 116.818181818182 66.4102564102564 0.814786861732275 536 0.00568699179081338 0.0585950723843594 FALSE -ATP2C1 49.38 87.020812557582 7572.62181818182 51 70.2727272727273 43.4871794871795 0.692374749586599 640.5 0.0545676406632636 0.252399828906917 FALSE -ATP2C2 1.21 8.19989529373899 67.2382828282828 3 0.409090909090909 1.43589743589744 -1.81145932039034 842 0.662524871400905 1 FALSE -ATP4A 0.31 2.31680291729266 5.36757575757576 2 0.954545454545455 0.128205128205128 2.89635992811635 829.5 0.336693018711006 0.799577485898251 FALSE ATP4B 0 0 0 0 0 0 NA 858 NaN NA NA -ATP5A1 302.42 383.941077655297 147410.751111111 75 594.772727272727 219.961538461538 1.4350872132359 387.5 8.08814276634879e-05 0.00549429419081507 TRUE -ATP5B 336.3 396.205244740142 156978.595959596 89 607.409090909091 259.833333333333 1.22508197884762 404.5 0.0001619792286935 0.00771809324124714 TRUE -ATP5C1 107.87 148.476958386536 22045.4071717172 56 166.636363636364 91.2948717948718 0.868097533431088 603 0.02682362004845 0.157396194544458 FALSE -ATP5D 96.26 106.301231974008 11299.9519191919 75 153.454545454545 80.1282051282051 0.937429314495325 458.5 0.000818574929877789 0.019052249961538 FALSE -ATP5E 142.26 137.834010844401 18998.2145454545 93 265 107.641025641026 1.29976431702066 335 1.37021513208682e-05 0.00241994093083239 TRUE -ATP5EP2 0.29 0.624338033278432 0.38979797979798 23 0.318181818181818 0.282051282051282 0.173893903645258 775 0.348706734487528 0.800436942927817 FALSE -ATP5F1 157.23 195.702921374065 38299.6334343434 76 253.818181818182 129.987179487179 0.965426079177468 551 0.0102182098160205 0.0818577740763685 FALSE -ATP5G1 117.42 145.904852073486 21288.2258585859 74 206.227272727273 92.3717948717949 1.15871082951359 550 0.0098374144892344 0.0801089872426157 FALSE -ATP5G2 136.9 144.425892359502 20858.8383838384 86 192.590909090909 121.192307692308 0.668241473850145 534.5 0.00711428547689569 0.0666052175577318 FALSE -ATP5G3 157.84 163.277091120734 26659.4084848485 84 235.318181818182 135.987179487179 0.791142150047715 529 0.00616141408834818 0.0615561882926551 FALSE -ATP5H 96.18 122.324901038756 14963.3814141414 71 175.636363636364 73.7692307692308 1.25150047332144 495.5 0.00229106582291754 0.0334610163437107 FALSE -ATP5I 63.95 66.1958183243954 4381.88636363636 89 77.0454545454545 60.2564102564103 0.354595116796295 646 0.0781998805366301 0.29393192993083 FALSE -ATP5J 127.3 134.421656804928 18069.1818181818 88 186.181818181818 110.692307692308 0.750157222763497 559 0.0129189554834569 0.0959905092964772 FALSE -ATP5J2 139.63 126.436126326316 15986.094040404 97 196.136363636364 123.692307692308 0.665101252391183 530.5 0.0065062720362656 0.0637211085261754 FALSE -ATP5J2-PTCD1 0.01 0.1 0.01 1 0.0454545454545455 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE -ATP5L 116.13 130.59024164202 17053.8112121212 76 189.272727272727 95.5 0.986893906626371 456 0.000767699267629318 0.0182127883106212 FALSE -ATP5L2 0.01 0.1 0.01 1 0 0.0128205128205128 -Inf 869 0.612193566468421 0.993316154786423 FALSE -ATP5O 139.22 206.018562466609 42443.6480808081 66 235.227272727273 112.141025641026 1.0687411690062 517 0.00384457927194943 0.0459775478131598 FALSE -ATP5S 12.57 32.1989569440196 1036.77282828283 25 22.8636363636364 9.66666666666667 1.24196447676181 582 0.00257069649614147 0.035799782909317 FALSE -ATP5SL 24.07 55.98597497534 3134.42939393939 29 54.3636363636364 15.525641025641 1.80798912472873 517 0.000406576380793029 0.0126507169161399 FALSE -ATP6AP1 118.88 166.820188686907 27828.9753535354 60 201.136363636364 95.6794871794872 1.07189236929698 516.5 0.00335846901539123 0.042239328180494 FALSE -ATP6AP1L 1.47 7.69816323363679 59.2617171717172 6 3.04545454545455 1.02564102564103 1.57013169579536 773.5 0.0894917809278303 0.322119632114247 FALSE -ATP6AP2 124.17 205.304408381822 42149.9001010101 65 229 94.6025641025641 1.27539640638993 415 0.000167346281906293 0.00783676936991234 TRUE -ATP6V0A1 29.64 73.3342313994597 5377.90949494949 32 53.1818181818182 23 1.20929923977646 599.5 0.00952132587650809 0.0786476999230262 FALSE -ATP6V0A2 17.67 44.6046731709455 1989.57686868687 23 40.3181818181818 11.2820512820513 1.83740118100136 553.5 0.000600880152404055 0.0158740395101199 FALSE -ATP6V0A4 0.03 0.222701503353614 0.0495959595959596 2 0.0909090909090909 0.0128205128205128 2.82597060022495 829.5 0.336693018711006 0.799577485898251 FALSE -ATP6V0B 221.06 244.127008673019 59597.9963636364 79 364.863636363636 180.5 1.0153585367422 481 0.00164679869283226 0.027428647080616 FALSE -ATP6V0C 14.14 16.3249947793393 266.505454545455 81 19.6818181818182 12.5769230769231 0.646084488732438 594 0.0277112020859769 0.160923302769659 FALSE ATP6V0CP3 0 0 0 0 0 0 NA 858 NaN NA NA -ATP6V0D1 53.25 95.2994615605848 9081.98737373737 45 106.454545454545 38.2435897435897 1.47694769839095 514.5 0.001772293714077 0.0286014913746902 FALSE -ATP6V0D2 1.28 9.01522841831217 81.2743434343434 2 5.81818181818182 0 Inf 780 0.00783414581327792 0.0694811569640497 FALSE -ATP6V0E1 231.51 314.016003420272 98606.0504040404 76 316.090909090909 207.653846153846 0.606158949782166 593.5 0.0269629537253602 0.157888927778971 FALSE -ATP6V0E2 190.01 242.477427669655 58795.3029292929 67 237.863636363636 176.512820512821 0.430361761799463 661.5 0.0967125981983633 0.339774056935026 FALSE -ATP6V1A 22.6 57.9343062302798 3356.38383838384 33 41.6363636363636 17.2307692307692 1.27285696554313 566 0.00372358602549614 0.0451310986741669 FALSE -ATP6V1B1 1.25 8.38152730712011 70.25 5 0.136363636363636 1.56410256410256 -3.51980423661678 865 0.886124495287814 1 FALSE -ATP6V1B2 54.85 108.729891906225 11822.1893939394 34 88.5909090909091 45.3333333333333 0.966586416091409 590.5 0.00848964857782658 0.0734491329013889 FALSE -ATP6V1C1 46.06 84.8043285535246 7191.77414141414 38 52.9090909090909 44.1282051282051 0.261814561093031 752 0.314483040313195 0.77584878442132 FALSE -ATP6V1C2 0.19 1.21185224288519 1.46858585858586 5 0.772727272727273 0.0256410256410256 4.91343344147529 761 0.0334788253703192 0.182912165762671 FALSE -ATP6V1D 103.83 155.316233614656 24123.1324242424 56 153.681818181818 89.7692307692308 0.775653554689824 695 0.157453470635775 0.48304748612535 FALSE -ATP6V1E1 35.47 74.7333921282173 5585.0798989899 34 32.7272727272727 36.2435897435897 -0.14723247127655 865 0.948910058051973 1 FALSE -ATP6V1E2 0.53 4.73212746056468 22.3930303030303 2 0 0.67948717948718 -Inf 880 0.460699420081267 0.916301306363014 FALSE -ATP6V1F 244.03 290.00255850491 84101.4839393939 87 432.545454545455 190.858974358974 1.18034472305887 507 0.00350300768353415 0.0434722695426585 FALSE -ATP6V1G1 126.69 179.018180612749 32047.508989899 74 177.681818181818 112.307692307692 0.661839315025706 540 0.00768663950230748 0.0694811569640497 FALSE -ATP6V1G2 1.78 10.3392749291527 106.900606060606 4 4 1.15384615384615 1.79354912253257 850.5 0.863785856235317 1 FALSE ATP6V1G2-DDX39B 0 0 0 0 0 0 NA 858 NaN NA NA ATP6V1G3 0 0 0 0 0 0 NA 858 NaN NA NA -ATP6V1H 32.61 86.8673544706369 7545.93727272727 34 76.5 20.2307692307692 1.91890857154144 505.5 0.000520606261952447 0.01471868269444 FALSE -ATP7A 4.28 24.5587648161085 603.132929292929 8 8.22727272727273 3.16666666666667 1.37744925572348 793 0.253934656934114 0.673046438473734 FALSE -ATP7B 0.57 3.42968326128336 11.7627272727273 3 0.818181818181818 0.5 0.710493382805015 841 0.642227504899165 1 FALSE -ATP8A1 0.65 3.36462584408832 11.3207070707071 9 0.0909090909090909 0.807692307692308 -3.15130932327497 908.5 0.401978508996738 0.871792826091711 FALSE ATP8A2 0 0 0 0 0 0 NA 858 NaN NA NA -ATP8B1 5.46 23.043402175859 530.998383838384 8 3.5 6.01282051282051 -0.780686971595524 848 0.866562196838596 1 FALSE -ATP8B2 0.1 0.643538199442282 0.414141414141414 4 0.272727272727273 0.0512820512820513 2.41093310094611 850.5 0.863782345348973 1 FALSE -ATP8B3 0.53 5.3 28.09 1 0 0.67948717948718 -Inf 869 0.612193566468421 0.993316154786423 FALSE -ATP8B4 0.52 3.54332492373357 12.5551515151515 3 0 0.666666666666667 -Inf 891 0.36014181863844 0.800436942927817 FALSE -ATP8B5P 0.03 0.171446607997765 0.0293939393939394 3 0.0454545454545455 0.0256410256410256 0.825970600224951 841 0.642181767836807 1 FALSE -ATP9A 20.45 50.1962562489887 2519.66414141414 32 21.1363636363636 20.2564102564103 0.0613486631558797 772 0.390204649538973 0.852098145073051 FALSE -ATP9B 9.8 27.6599115521129 765.070707070707 21 9.81818181818182 9.7948717948718 0.00342927435267097 749.5 0.206898023124575 0.579047208542656 FALSE -ATPAF1 63.66 116.482904628564 13568.2670707071 41 110.409090909091 50.474358974359 1.12923637770178 567 0.00669556643871703 0.0647347318204911 FALSE -ATPAF1-AS1 0.6 6 36 1 0 0.769230769230769 -Inf 869 0.612193566468421 0.993316154786423 FALSE -ATPAF2 5.63 29.5007806779085 870.296060606061 6 7.77272727272727 5.02564102564103 0.629113270995641 872.5 0.777162176525487 1 FALSE -ATPBD4 14.42 41.7977767520492 1747.05414141414 22 9.09090909090909 15.9230769230769 -0.808622668220806 859.5 0.990841448269735 1 FALSE -ATPIF1 123.07 152.752804533761 23333.4192929293 75 152.590909090909 114.74358974359 0.41125545488352 668.5 0.112940123949267 0.3799575030876 FALSE -ATR 22.7 67.959658265144 4618.51515151515 34 15.0454545454545 24.8589743589744 -0.724439081074624 856.5 0.992134724397436 1 FALSE -ATRIP 9.45 29.7377001141784 884.330808080808 16 12.6818181818182 8.53846153846154 0.570713544982877 736.5 0.114659279871494 0.384007901398135 FALSE -ATRN 32.23 58.3572859914067 3405.57282828283 44 44.8181818181818 28.6794871794872 0.644064895543744 650 0.0572198086457291 0.252399828906917 FALSE -ATRNL1 6.92 36.277738951516 1316.07434343434 15 2.18181818181818 8.25641025641026 -1.91998377716851 831.5 0.727640217564024 1 FALSE -ATRX 39.51 71.0257450833602 5044.65646464646 46 62 33.1666666666667 0.902534190564383 603 0.0210507990453894 0.133454984289924 FALSE -ATXN1 19.86 43.2096182708331 1867.07111111111 44 17.0909090909091 20.6410256410256 -0.272285521099391 780.5 0.480380916916189 0.944513358561002 FALSE -ATXN10 56.58 93.5848537343776 8758.12484848485 38 111.636363636364 41.0512820512821 1.44330785307887 542.5 0.00267129930109639 0.0365824250312102 FALSE -ATXN1L 12.08 36.1893672648515 1309.6703030303 28 19.8636363636364 9.88461538461539 1.00687301981052 716 0.136893819605382 0.437970259657526 FALSE -ATXN2 32.89 64.7081864522519 4187.14939393939 45 37.3181818181818 31.6410256410256 0.238082332853338 772.5 0.438541267450464 0.916301306363014 FALSE -ATXN2L 44.75 81.676050790469 6670.97727272727 64 76.1818181818182 35.8846153846154 1.08608126235139 635 0.0579216291687958 0.252399828906917 FALSE -ATXN3 11.38 31.3252020397041 981.268282828283 30 9.18181818181818 12 -0.386182636606659 749.5 0.267528590554341 0.69936325137866 FALSE ATXN3L 0 0 0 0 0 0 NA 858 NaN NA NA -ATXN7 24.88 57.716702762526 3331.21777777778 39 36.7272727272727 21.5384615384615 0.769936565310623 550 0.00361083677340493 0.0443394817240811 FALSE -ATXN7L1 3.54 15.1547039068749 229.665050505051 13 4.90909090909091 3.15384615384615 0.63834359704918 750.5 0.127621954543116 0.415368805286974 FALSE -ATXN7L2 9.5 25.6048054201953 655.606060606061 21 9.18181818181818 9.58974358974359 -0.0627123769108909 844.5 0.879248698519739 1 FALSE -ATXN7L3 2.72 9.8771034072329 97.5571717171717 14 1.77272727272727 2.98717948717949 -0.752813325567081 869.5 0.879408426533035 1 FALSE -ATXN7L3B 42.36 83.3914367136801 6954.13171717172 39 63.7727272727273 36.3205128205128 0.812155007466752 627 0.0291503179617519 0.166263696119914 FALSE -ATXN8OS 0.02 0.2 0.04 1 0.0909090909090909 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE -AUH 13.35 35.4236624106805 1254.83585858586 18 13 13.4487179487179 -0.0489570255739271 896.5 0.636884302454653 1 FALSE -AUP1 152.23 171.594474670293 29444.6637373737 79 256.363636363636 122.858974358974 1.0611883941956 473 0.00130750245055469 0.02400460411738 FALSE -AURKA 9.05 90.5 8190.25 1 41.1363636363636 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE -AURKAIP1 101.39 136.197931947099 18549.8766666667 67 163.272727272727 83.9358974358974 0.959923971377579 527 0.00509664875818829 0.0546574062328334 FALSE -AURKAPS1 1.14 9.59063095005756 91.980202020202 2 0.909090909090909 1.20512820512821 -0.406690156565324 830.5 0.35423373752933 0.800436942927817 FALSE -AURKB 2.67 26.7 712.89 1 0 3.42307692307692 -Inf 869 0.612193566468421 0.993316154786423 FALSE -AURKC 0.06 0.508910501944987 0.258989898989899 2 0.0454545454545455 0.0641025641025641 -0.495957494662411 830.5 0.35423373752933 0.800436942927817 FALSE -AUTS2 33.2 61.5531305360489 3788.78787878788 61 46.0909090909091 29.5641025641026 0.64063573957652 724 0.252042196436298 0.66930391101417 FALSE -AVEN 10.79 36.1479269981368 1306.67262626263 16 18 8.75641025641026 1.03958545201447 549 5.76694425105259e-05 0.00479579904834865 TRUE -AVIL 8.69 38.9225324889522 1514.96353535354 11 13.0454545454545 7.46153846153846 0.806002183992355 680 0.00654634989222121 0.0638669052360457 FALSE -AVL9 59.75 80.734553828074 6518.06818181818 54 77.0454545454545 54.8717948717949 0.489645076960148 723.5 0.240561442761981 0.646365389727719 FALSE AVP 0 0 0 0 0 0 NA 858 NaN NA NA -AVPI1 1.81 10.2599495932761 105.266565656566 4 5.63636363636364 0.730769230769231 2.94727689644708 800 0.158770780323521 0.484860898405651 FALSE AVPR1A 0 0 0 0 0 0 NA 858 NaN NA NA AVPR1B 0 0 0 0 0 0 NA 858 NaN NA NA AVPR2 0 0 0 0 0 0 NA 858 NaN NA NA -AWAT1 0.61 6.1 37.21 1 0 0.782051282051282 -Inf 869 0.612193566468421 0.993316154786423 FALSE AWAT2 0 0 0 0 0 0 NA 858 NaN NA NA -AXDND1 0.08 0.706106124166799 0.498585858585859 2 0.318181818181818 0.0128205128205128 4.63332552228256 829.5 0.336693018711006 0.799577485898251 FALSE -AXIN1 13.15 33.6197918500458 1130.2904040404 24 16.1818181818182 12.2948717948718 0.396317026173218 772.5 0.34503150177772 0.800436942927817 FALSE -AXIN2 1.89 10.3063136479588 106.220101010101 8 0.227272727272727 2.35897435897436 -3.3756632609447 896.5 0.501509657656946 0.973534907301033 FALSE -AXL 20.89 49.1046902653973 2411.27060606061 33 55.9545454545455 11 2.34675180920986 379 1.92113209235412e-06 0.00102029578941207 TRUE -AZGP1 73.72 225.585750678297 50888.9309090909 26 58.8636363636364 77.9102564102564 -0.404436593746192 923 0.486496242929893 0.952769376867729 FALSE AZGP1P1 0 0 0 0 0 0 NA 858 NaN NA NA -AZI1 0.83 4.49254151821987 20.1829292929293 5 0.272727272727273 0.987179487179487 -1.85585343974879 864 0.903550431109479 1 FALSE -AZI2 29.52 59.6427885181622 3557.26222222222 44 41.6363636363636 26.1025641025641 0.6736525422462 767.5 0.409442818483707 0.883948612557951 FALSE -AZIN1 95.63 149.72801300621 22418.4778787879 64 172.818181818182 73.8589743589744 1.22640987439427 733.5 0.290629068072218 0.731912928409483 FALSE AZU1 0 0 0 0 0 0 NA 858 NaN NA NA -B2M 1309.49 1313.26603807746 1724667.68676768 98 2499.59090909091 973.820512820513 1.35996420283848 317.5 7.01113503640577e-06 0.0017676947702765 TRUE -B3GALNT1 9.79 27.8768195945497 777.117070707071 17 19.4090909090909 7.07692307692308 1.45553840306727 696 0.0400213175993386 0.204989724730681 FALSE -B3GALNT2 8.51 26.7655345245306 716.393838383838 22 17.1818181818182 6.06410256410256 1.50251665110663 632.5 0.00979972220396858 0.0799438271098619 FALSE -B3GALT1 0.05 0.5 0.25 1 0.227272727272727 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE -B3GALT2 3.09 19.3667918422909 375.072626262626 8 1.13636363636364 3.64102564102564 -1.67992032950501 845.5 0.831911898412747 1 FALSE -B3GALT4 0.41 3.90051796612199 15.2140404040404 3 1.81818181818182 0.0128205128205128 7.14789869511231 790.5 0.0592184379972358 0.252399828906917 FALSE -B3GALT5 0.72 7.2 51.84 1 0 0.923076923076923 -Inf 869 0.612193566468421 0.993316154786423 FALSE -B3GALT6 36.91 89.9700393453175 8094.60797979798 34 59.3181818181818 30.5897435897436 0.95542636398697 698.5 0.117025825682111 0.389552634549796 FALSE -B3GALTL 9.95 26.5939823830486 707.239898989899 26 11 9.65384615384615 0.188327782827618 889.5 0.738028731745272 1 FALSE -B3GAT1 5.59 18.4976629700494 342.163535353535 16 5.04545454545455 5.74358974358974 -0.186968455482547 789.5 0.37529405438177 0.82543061103731 FALSE -B3GAT2 9.63 39.9812216022482 1598.49808080808 11 6.59090909090909 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NA -B3GNT9 17.49 40.6369725170753 1651.36353535354 26 16.5909090909091 17.7435897435897 -0.096904973644394 762 0.302839800900565 0.755078696385963 FALSE -B3GNTL1 4.49 20.953288597027 439.040303030303 7 6.40909090909091 3.94871794871795 0.698735411928843 786 0.178616284815424 0.524623597733387 FALSE B4GALNT1 0 0 0 0 0 0 NA 858 NaN NA NA B4GALNT2 0 0 0 0 0 0 NA 858 NaN NA NA -B4GALNT3 0.5 5 25 1 0 0.641025641025641 -Inf 869 0.612193566468421 0.993316154786423 FALSE -B4GALNT4 15.72 62.4402874348725 3898.78949494949 25 12.9545454545455 16.5 -0.349007628943647 780 0.396369505743478 0.863221119311612 FALSE -B4GALT1 8.45 25.1606454767774 633.058080808081 29 21.3636363636364 4.80769230769231 2.15174076140671 482 9.64447707377452e-05 0.00592014207385839 TRUE -B4GALT2 11.82 27.1030133626011 734.573333333333 38 26.0454545454545 7.80769230769231 1.73806351107552 466.5 0.000192615341875702 0.0085085733628571 TRUE -B4GALT3 26.04 69.4324640979065 4820.86707070707 25 69.0909090909091 13.8974358974359 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2.94345748498419e-05 0.0035196710389136 TRUE CARD10 0 0 0 0 0 0 NA 858 NaN NA NA CARD11 0 0 0 0 0 0 NA 858 NaN NA NA -CARD14 1.74 15.0007541897941 225.022626262626 2 1.18181818181818 1.8974358974359 -0.683043047262907 830.5 0.35423373752933 0.800436942927817 FALSE -CARD16 28.24 73.2324540298379 5362.99232323232 31 59.6363636363636 19.3846153846154 1.62128018062196 526.5 0.000776545858670975 0.0183481545775506 FALSE -CARD17 0.01 0.1 0.01 1 0 0.0128205128205128 -Inf 869 0.612193566468421 0.993316154786423 FALSE CARD18 0 0 0 0 0 0 NA 858 NaN NA NA CARD6 0 0 0 0 0 0 NA 858 NaN NA NA -CARD8 4.57 13.0355031906844 169.924343434343 24 10.5 2.8974358974359 1.85754067922582 533.5 0.000318605341652054 0.0110114519886547 FALSE -CARD9 0.31 2.20968940639341 4.88272727272727 2 0 0.397435897435897 -Inf 880 0.460699420081267 0.916301306363014 FALSE -CARHSP1 24.25 42.1216072577934 1774.2297979798 52 27.0454545454545 23.4615384615385 0.205088525248852 648.5 0.0651722259506108 0.255874623539925 FALSE 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-DNAJC13 16.64 37.7836798716915 1427.60646464646 35 27.1818181818182 13.6666666666667 0.99198055166388 584 0.00753688656954474 0.0694811569640497 FALSE -DNAJC14 17.81 48.4727758643963 2349.61 26 22.1363636363636 16.5897435897436 0.416126660314786 671.5 0.0447720570339088 0.221612672901585 FALSE -DNAJC15 44.55 82.4686503031806 6801.07828282828 44 56.7272727272727 41.1153846153846 0.464364180645553 568.5 0.00808466987594983 0.0709189013577422 FALSE -DNAJC16 26.5 60.1920327624912 3623.08080808081 37 43.4545454545455 21.7179487179487 1.0006192488735 642 0.0383925210310812 0.19963427491195 FALSE -DNAJC17 16.87 50.4374109589541 2543.93242424242 25 28.1363636363636 13.6923076923077 1.03907026775166 541.5 0.000543566587308035 0.014930449796846 FALSE -DNAJC18 31.54 95.217180777166 9066.31151515152 26 27.9090909090909 32.5641025641026 -0.222547336064398 753.5 0.261810885393229 0.688397781172965 FALSE -DNAJC19 44.25 65.2998329386698 4264.06818181818 61 45.0909090909091 44.0128205128205 0.0349127686545698 608 0.0323058904525965 0.178258334851541 FALSE -DNAJC2 62.42 106.58928822183 11361.2763636364 56 96.9090909090909 52.6923076923077 0.879039644415082 543.5 0.00630070576185366 0.0624151109332629 FALSE -DNAJC21 10.39 34.5402400370666 1193.02818181818 21 24.0909090909091 6.52564102564103 1.88429730359982 585.5 0.00147933603625145 0.0257210747731577 FALSE -DNAJC22 1.7 11.266738389587 126.939393939394 6 0.545454545454545 2.02564102564103 -1.892847647231 873.5 0.761715039925753 1 FALSE -DNAJC24 7.97 20.7979481311173 432.554646464646 28 3.72727272727273 9.16666666666667 -1.29827682682272 927 0.471520060810961 0.93317892168918 FALSE -DNAJC25 7.79 24.0778598162987 579.743333333333 23 5.5 8.43589743589744 -0.617109936235696 775.5 0.354639446828113 0.800436942927817 FALSE DNAJC25-GNG10 0 0 0 0 0 0 NA 858 NaN NA NA -DNAJC27 3.22 16.9339656288535 286.759191919192 7 3.63636363636364 3.1025641025641 0.229035457837719 785 0.172611567537688 0.513525265337865 FALSE -DNAJC27-AS1 6.54 44.9494485983191 2020.45292929293 15 2.68181818181818 7.62820512820513 -1.50813220860851 729.5 0.0864023851978352 0.315098154794499 FALSE -DNAJC28 3.41 17.4588086649691 304.81 7 1.72727272727273 3.88461538461538 -1.16927586980441 884 0.631444142363104 1 FALSE -DNAJC3 19.65 47.1214581499959 2220.43181818182 32 47.4090909090909 11.8205128205128 2.00387110231538 469.5 9.65240555520389e-05 0.00592014207385839 TRUE -DNAJC30 13.71 29.0385654402604 843.238282828283 31 18.0454545454545 12.4871794871795 0.531187835285567 750.5 0.277245654005525 0.7184957793946 FALSE -DNAJC4 18.07 34.1420842830651 1165.68191919192 35 23.9090909090909 16.4230769230769 0.541834829175607 730.5 0.214692430313376 0.595906011588427 FALSE -DNAJC5 28.53 64.7750505342695 4195.80717171717 35 68.4545454545455 17.2692307692308 1.98694251943458 441 4.71969872918606e-05 0.00435928537168458 TRUE -DNAJC5B 0.01 0.1 0.01 1 0 0.0128205128205128 -Inf 869 0.612193566468421 0.993316154786423 FALSE DNAJC5G 0 0 0 0 0 0 NA 858 NaN NA NA -DNAJC6 3.68 21.1874176497908 448.906666666667 8 7.27272727272727 2.66666666666667 1.44745897697122 695.5 0.00416615550199524 0.0480526760960636 FALSE -DNAJC7 30.44 74.3337165365853 5525.50141414141 34 61.4545454545455 21.6923076923077 1.50233618338719 716.5 0.164552119916111 0.496995468295164 FALSE -DNAJC8 81.82 107.605375180224 11578.9167676768 61 146.590909090909 63.5512820512821 1.2058025019526 430.5 0.000248890558248925 0.0094878867294631 TRUE -DNAJC9 11.35 40.2375208084206 1619.05808080808 13 26.8181818181818 6.98717948717949 1.94042932480987 656 0.0041169525467978 0.0478631577679458 FALSE -DNAL1 18.11 50.9975034049252 2600.74535353535 26 21.6363636363636 17.1153846153846 0.338164336957978 734.5 0.184489749074952 0.534161331469415 FALSE -DNAL4 4.61 18.0307789598506 325.10898989899 12 6.63636363636364 4.03846153846154 0.71658714071769 650.5 0.00227461260661966 0.0333116649692648 FALSE -DNALI1 34.32 74.6688149041614 5575.43191919192 43 55.9090909090909 28.2307692307692 0.985814446887184 686 0.113875790812722 0.382179637280961 FALSE -DNASE1 1.34 9.75375607526442 95.1357575757576 5 0.772727272727273 1.5 -0.956931278108114 814 0.337859076947046 0.799882350686014 FALSE -DNASE1L1 0.46 3.20170409171571 10.2509090909091 3 1.63636363636364 0.128205128205128 3.6739675067799 791 0.0611478395449077 0.252399828906917 FALSE -DNASE1L2 1.87 13.4161481172142 179.99303030303 2 0 2.3974358974359 -Inf 880 0.460699420081267 0.916301306363014 FALSE DNASE1L3 0 0 0 0 0 0 NA 858 NaN NA NA -DNASE2 19.57 52.0243251185482 2706.5304040404 24 47.4090909090909 11.7179487179487 2.01644368768665 562.5 0.00104871390619328 0.0213448551466809 FALSE -DNASE2B 0.41 4.1 16.81 1 1.86363636363636 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE -DND1 2.14 8.24990970259736 68.0610101010101 11 3.22727272727273 1.83333333333333 0.815846382951244 733 0.0564913991861967 0.252399828906917 FALSE -DNER 72.19 150.28059244176 22584.2564646465 39 136.409090909091 54.0769230769231 1.33485482402955 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34.9090909090909 18.2692307692308 0.934186897006641 741.5 0.183006341989832 0.532652565319926 FALSE DRGX 0 0 0 0 0 0 NA 858 NaN NA NA -DROSHA 24.84 56.3048556314353 3170.23676767677 49 47.4090909090909 18.474358974359 1.35963942256997 655.5 0.0710967248295602 0.273344564958401 FALSE DRP2 0 0 0 0 0 0 NA 858 NaN NA NA -DSC1 0.02 0.14070529413629 0.0197979797979798 2 0 0.0256410256410256 -Inf 880 0.460676544418352 0.916301306363014 FALSE DSC2 0 0 0 0 0 0 NA 858 NaN NA NA -DSC3 0.22 1.83996047388376 3.38545454545455 2 0 0.282051282051282 -Inf 880 0.460699420081267 0.916301306363014 FALSE -DSCAM 4.57 24.1875061663135 585.035454545455 12 7.68181818181818 3.69230769230769 1.05692503506482 735.5 0.0720652243108421 0.276427179980712 FALSE DSCAM-AS1 0 0 0 0 0 0 NA 858 NaN NA NA -DSCAML1 0.18 1.8 3.24 1 0 0.230769230769231 -Inf 869 0.612193566468421 0.993316154786423 FALSE -DSCC1 5.64 19.538369399412 381.747878787879 12 9.5 4.55128205128205 1.06165451791379 740.5 0.0845412779324882 0.310964990197762 FALSE DSCR10 0 0 0 0 0 0 NA 858 NaN NA NA -DSCR3 23.19 73.6643623662642 5426.43828282828 25 22.4545454545455 23.3974358974359 -0.0593429168451134 742 0.206243072894739 0.577901142853886 FALSE -DSCR4 0.14 1.4 1.96 1 0 0.179487179487179 -Inf 869 0.612193566468421 0.993316154786423 FALSE -DSCR6 0.01 0.1 0.01 1 0 0.0128205128205128 -Inf 869 0.612193566468421 0.993316154786423 FALSE DSCR8 0 0 0 0 0 0 NA 858 NaN NA NA -DSCR9 1.63 15.8028606283927 249.730404040404 2 0 2.08974358974359 -Inf 880 0.460699420081267 0.916301306363014 FALSE -DSE 2.35 12.7662552350826 162.977272727273 6 3.81818181818182 1.93589743589744 0.979883283678633 872.5 0.777166018449359 1 FALSE -DSEL 39.6 84.2375189328342 7095.9595959596 45 41.2727272727273 39.1282051282051 0.0769798406813354 706.5 0.168777111301458 0.505444513250349 FALSE DSG1 0 0 0 0 0 0 NA 858 NaN NA NA -DSG2 0.01 0.1 0.01 1 0 0.0128205128205128 -Inf 869 0.612193566468421 0.993316154786423 FALSE -DSG3 0.15 1.5 2.25 1 0 0.192307692307692 -Inf 869 0.612193566468421 0.993316154786423 FALSE -DSG4 0.01 0.1 0.01 1 0 0.0128205128205128 -Inf 869 0.612193566468421 0.993316154786423 FALSE -DSN1 18.78 52.3825439348922 2743.93090909091 18 15.1363636363636 19.8076923076923 -0.388042155495524 816.5 0.610522768626451 0.993316154786423 FALSE DSP 0 0 0 0 0 0 NA 858 NaN NA NA DSPP 0 0 0 0 0 0 NA 858 NaN NA NA -DST 142.26 190.693821969601 36364.1337373737 82 159.909090909091 137.282051282051 0.220108944056134 624.5 0.0518281204123342 0.244918001576426 FALSE -DSTN 166.57 197.364824217447 38952.8738383838 83 281.045454545455 134.282051282051 1.06553700103601 425.5 0.000313826319687951 0.010880554063009 FALSE -DSTNP2 5.47 17.389451696446 302.39303030303 19 10.4545454545455 4.06410256410256 1.36312162102992 751 0.195459703694042 0.555328273926076 FALSE -DSTYK 14.25 39.465718405889 1557.54292929293 22 12.1363636363636 14.8461538461538 -0.290753006076731 810 0.58558658284469 0.993316154786423 FALSE -DTD1 41.15 106.229157195112 11284.6338383838 32 102.590909090909 23.8205128205128 2.10662651703413 621.5 0.0177094454200362 0.119157593024879 FALSE -DTHD1 3.57 24.3618575032796 593.500101010101 5 0 4.57692307692308 -Inf 913 0.229844684883478 0.620997872165235 FALSE -DTL 5 40.872306694698 1670.54545454545 4 0.136363636363636 6.37179487179487 -5.54616894061618 853.5 0.921906453364289 1 FALSE -DTNA 213.38 227.579924022709 51792.6218181818 82 306.727272727273 187.051282051282 0.713522595707264 596.5 0.0293960372827676 0.166932344890331 FALSE -DTNB 7.98 26.0957754234185 680.989494949495 14 15.5909090909091 5.83333333333333 1.4183126313117 710.5 0.0426092622048587 0.214619210844158 FALSE -DTNBP1 16.31 42.8935009557675 1839.85242424242 27 24.0454545454545 14.1282051282051 0.767186003767819 697.5 0.0885251618733964 0.320882113499506 FALSE -DTWD1 10.38 24.8164087130701 615.854141414141 29 16.3181818181818 8.7051282051282 0.906542869803271 770.5 0.366294688613834 0.810719291866648 FALSE -DTWD2 1.78 10.3236318094638 106.577373737374 6 0.5 2.14102564102564 -2.0983020736118 874.5 0.746358481014544 1 FALSE -DTX1 10.07 42.4386080655982 1801.03545454545 9 5.68181818181818 11.3076923076923 -0.992879960670483 860 0.979940582617891 1 FALSE -DTX2 3.61 14.8350492708547 220.078686868687 15 11.5909090909091 1.35897435897436 3.09240358252061 710.5 0.0489304663363414 0.235993787841065 FALSE -DTX2P1-UPK3BP1-PMS2P11 3.33 13.5691681112854 184.122323232323 19 8.81818181818182 1.78205128205128 2.30694236968857 655 0.0138129439883765 0.10061747977568 FALSE -DTX3 7.67 20.0277862536582 401.112222222222 34 5.86363636363636 8.17948717948718 -0.480214758116664 757 0.321710548025823 0.787621352184071 FALSE -DTX3L 29.64 72.6426871749662 5276.96 38 41.5 26.2948717948718 0.658329873729321 623.5 0.0256812832206577 0.152671785322343 FALSE -DTX4 10.59 33.1781524196239 1100.7897979798 17 15.5 9.2051282051282 0.751758495426072 793 0.412129754904894 0.888443233485842 FALSE -DTYMK 38.37 63.0064378625011 3969.81121212121 42 74.0454545454545 28.3076923076923 1.3872170319723 562 0.00613021490159297 0.0614283283964085 FALSE -DUOX1 3.76 16.9515769058799 287.35595959596 8 5.45454545454545 3.28205128205128 0.73286119583347 844.5 0.818142647801887 1 FALSE -DUOX2 0.05 0.5 0.25 1 0 0.0641025641025641 -Inf 869 0.612193566468421 0.993316154786423 FALSE -DUOXA1 0.27 2.7 7.29 1 1.22727272727273 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE -DUOXA2 0.04 0.4 0.16 1 0.181818181818182 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE DUPD1 0 0 0 0 0 0 NA 858 NaN NA NA -DUS1L 16.18 44.8056138257588 2007.54303030303 23 30.7727272727273 12.0641025641026 1.35093171107141 660 0.0258022937875226 0.153150178183019 FALSE -DUS2L 16.6 52.2354808013237 2728.54545454545 15 39.1818181818182 10.2307692307692 1.9372697230917 708 0.0452293153290667 0.223355587618265 FALSE -DUS3L 25.83 59.0931562121293 3492.00111111111 32 37.1818181818182 22.6282051282051 0.716475165008157 635.5 0.0256826766562021 0.152671785322343 FALSE -DUS4L 8.88 38.494989835357 1481.86424242424 23 14.4090909090909 7.32051282051282 0.976962695001516 732 0.156581759728757 0.481892862069066 FALSE -DUSP1 632.08 924.997632320202 855620.61979798 75 903 555.666666666667 0.700506289215598 534.5 0.00675058203878115 0.0649180586728094 FALSE -DUSP10 20.2 75.4664953419192 5695.19191919192 15 15.4090909090909 21.5512820512821 -0.483991945874872 741.5 0.120231321877706 0.397673818773989 FALSE -DUSP11 20.69 55.2133959371192 3048.51909090909 24 31.1363636363636 17.7435897435897 0.811302550436116 756 0.259506693634889 0.684287115420908 FALSE -DUSP12 54.56 113.184154939165 12810.6529292929 42 54.4545454545455 54.5897435897436 -0.00357744143855734 649 0.053140920074184 0.248906999457513 FALSE DUSP13 0 0 0 0 0 0 NA 858 NaN NA NA -DUSP14 11.94 46.0712710938392 2122.56202020202 11 18.9090909090909 9.97435897435897 0.922783973379851 826 0.629421535581785 1 FALSE -DUSP15 1.85 7.13983702385935 50.9772727272727 11 1.27272727272727 2.01282051282051 -0.661295226609072 881 0.730330212175669 1 FALSE -DUSP16 6.82 26.3137172815191 692.411717171717 16 8.5 6.34615384615385 0.421580345145616 737 0.116165595441075 0.387258666394285 FALSE -DUSP18 8.47 28.2833623506574 799.948585858586 15 16.4545454545455 6.21794871794872 1.40397555023367 626.5 0.00197336473843832 0.030579301861954 FALSE -DUSP19 1.23 6.63607374487918 44.0374747474747 5 0 1.57692307692308 -Inf 913 0.229844684883478 0.620997872165235 FALSE -DUSP2 0.41 4.1 16.81 1 1.86363636363636 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE DUSP21 0 0 0 0 0 0 NA 858 NaN NA NA -DUSP22 4.95 16.6377779936402 276.815656565657 15 4.27272727272727 5.14102564102564 -0.266898974552332 870 0.877577523760488 1 FALSE DUSP23 0 0 0 0 0 0 NA 858 NaN NA NA -DUSP26 0.04 0.4 0.16 1 0 0.0512820512820513 -Inf 869 0.612193566468421 0.993316154786423 FALSE -DUSP27 0.02 0.2 0.04 1 0.0909090909090909 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE -DUSP28 7.03 19.5497061384822 382.19101010101 19 12.2727272727273 5.55128205128205 1.14456298254906 670 0.0226549797488824 0.140720550110511 FALSE -DUSP3 37.28 82.8869352817683 6870.24404040404 37 61.9090909090909 30.3333333333333 1.02924722989723 595 0.0116583228049747 0.0889742828278167 FALSE -DUSP4 3.97 26.6691116303396 711.241515151515 5 2.09090909090909 4.5 -1.1057946640226 863 0.921021295364359 1 FALSE -DUSP5 5.72 26.9174120358379 724.547070707071 10 0.909090909090909 7.07692307692308 -2.96062576166586 827 0.625901678185539 1 FALSE -DUSP5P 0.01 0.1 0.01 1 0 0.0128205128205128 -Inf 869 0.612193566468421 0.993316154786423 FALSE -DUSP6 220.1 424.891727147022 180532.97979798 47 297.954545454545 198.141025641026 0.588564631588482 642.5 0.0524863410039988 0.247178721600452 FALSE -DUSP7 9.04 28.0803033164429 788.503434343434 20 21.7727272727273 5.44871794871795 1.99853341493607 575 0.000765537600391512 0.0182127883106212 FALSE -DUSP8 1.66 8.04309101846505 64.6913131313131 8 1.86363636363636 1.6025641025641 0.217738320180948 798.5 0.296700647874911 0.74280059347985 FALSE -DUSP9 0.01 0.1 0.01 1 0 0.0128205128205128 -Inf 869 0.612193566468421 0.993316154786423 FALSE -DUT 74.97 84.0224182446374 7059.76676767677 67 76.5454545454545 74.525641025641 0.0385798300594612 835.5 0.852096675261999 1 FALSE DUX2 0 0 0 0 0 0 NA 858 NaN NA NA DUX4 0 0 0 0 0 0 NA 858 NaN NA NA DUX4L2 0 0 0 0 0 0 NA 858 NaN NA NA @@ -5242,821 +18099,148 @@ DUX4L5 0 0 0 0 0 0 NA 858 NaN NA NA DUX4L6 0 0 0 0 0 0 NA 858 NaN NA NA DUX4L7 0 0 0 0 0 0 NA 858 NaN NA NA -DUXA 0.04 0.315268043724605 0.0993939393939394 2 0.136363636363636 0.0128205128205128 3.41093310094611 829.5 0.336693018711006 0.799577485898251 FALSE -DVL1 15.58 34.9276828647855 1219.94303030303 27 14.1363636363636 15.9871794871795 -0.177504379474116 779 0.403360511883285 0.874266392902853 FALSE -DVL2 10.74 25.5159367906223 651.06303030303 26 10.0454545454545 10.9358974358974 -0.122528771701908 849 0.926929568069828 1 FALSE -DVL3 50.33 97.4984128334944 9505.9405050505 48 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50.025641025641 0.671582818375463 652 0.0610897959145976 0.252399828906917 FALSE -FZD1 7.45 24.700785167253 610.128787878788 15 20.7727272727273 3.69230769230769 2.49209595384071 711.5 0.0505065054190102 0.240962845780202 FALSE FZD10 0 0 0 0 0 0 NA 858 NaN NA NA -FZD2 0.04 0.315268043724605 0.0993939393939394 2 0 0.0512820512820513 -Inf 880 0.460699420081267 0.916301306363014 FALSE -FZD3 43.18 91.3739546914743 8349.1995959596 38 92.6363636363636 29.2307692307692 1.66409082733866 404.5 1.56738005528394e-05 0.00263500267135792 TRUE -FZD4 9.41 29.8366241624977 890.224141414141 14 9.77272727272727 9.30769230769231 0.0703377118186607 814 0.548525886948575 0.993316154786423 FALSE -FZD5 25.03 49.3379307849591 2434.23141414141 40 41.4090909090909 20.4102564102564 1.02065322348335 720.5 0.197915721731202 0.560185875171358 FALSE -FZD6 1.83 12.4657551117071 155.395050505051 6 2.72727272727273 1.57692307692308 0.79034669049423 727 0.00833730154955198 0.0724315219138384 FALSE -FZD7 23.5 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0.850916321104366 1 FALSE -GAB3 1.87 13.9910902384555 195.750606060606 2 2.72727272727273 1.62820512820513 0.744176509061304 830.5 0.35423373752933 0.800436942927817 FALSE GAB4 0 0 0 0 0 0 NA 858 NaN NA NA -GABARAP 350.62 331.704742142159 110028.035959596 86 489.136363636364 311.551282051282 0.650767068578409 622.5 0.0502172794831511 0.239778787691515 FALSE -GABARAPL1 15.25 42.1601983300876 1777.48232323232 23 12.7272727272727 15.9615384615385 -0.326676409785526 818.5 0.659798467410129 1 FALSE -GABARAPL2 211.22 277.35786531942 76927.3854545455 79 217.227272727273 209.525641025641 0.0520784370603875 859 0.996664806349 1 FALSE -GABARAPL3 1.46 14.6 213.16 1 0 1.87179487179487 -Inf 869 0.612193566468421 0.993316154786423 FALSE -GABBR1 49.96 101.633518689516 10329.3721212121 55 75.6363636363636 42.7179487179487 0.824237633000496 731.5 0.27141086843798 0.706916638343602 FALSE -GABBR2 0.12 1.10352969048312 1.21777777777778 2 0 0.153846153846154 -Inf 880 0.460699420081267 0.916301306363014 FALSE -GABPA 6.08 23.5957880165341 556.761212121212 17 2.18181818181818 7.17948717948718 -1.71834991599886 810.5 0.550089793862022 0.993316154786423 FALSE -GABPB1 5.68 19.8142281293932 392.603636363636 14 16.8636363636364 2.52564102564103 2.73919415738938 653.5 0.00489782592660546 0.0532584440450984 FALSE -GABPB2 1.2 7.26413634010794 52.7676767676768 5 4.90909090909091 0.153846153846154 4.99589560166726 761 0.0334937160774765 0.182912165762671 FALSE GABRA1 0 0 0 0 0 0 NA 858 NaN NA NA GABRA2 0 0 0 0 0 0 NA 858 NaN NA NA GABRA3 0 0 0 0 0 0 NA 858 NaN NA NA -GABRA4 1.3 13 169 1 0 1.66666666666667 -Inf 869 0.612193566468421 0.993316154786423 FALSE -GABRA5 0.12 1.2 1.44 1 0 0.153846153846154 -Inf 869 0.612193566468421 0.993316154786423 FALSE -GABRA6 0.01 0.1 0.01 1 0.0454545454545455 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE -GABRB1 21.02 67.1220778383188 4505.37333333333 20 38.9545454545455 15.9615384615385 1.28719196738201 630 0.00673296164782876 0.0648700469968787 FALSE -GABRB2 0.11 1.1 1.21 1 0 0.141025641025641 -Inf 869 0.612193566468421 0.993316154786423 FALSE GABRB3 0 0 0 0 0 0 NA 858 NaN NA NA GABRD 0 0 0 0 0 0 NA 858 NaN NA NA GABRE 0 0 0 0 0 0 NA 858 NaN NA NA -GABRG1 0.11 1.1 1.21 1 0 0.141025641025641 -Inf 869 0.612193566468421 0.993316154786423 FALSE -GABRG2 0.04 0.4 0.16 1 0 0.0512820512820513 -Inf 869 0.612193566468421 0.993316154786423 FALSE GABRG3 0 0 0 0 0 0 NA 858 NaN NA NA GABRP 0 0 0 0 0 0 NA 858 NaN NA NA -GABRQ 2.42 24.2 585.64 1 0 3.1025641025641 -Inf 869 0.612193566468421 0.993316154786423 FALSE GABRR1 0 0 0 0 0 0 NA 858 NaN NA NA GABRR2 0 0 0 0 0 0 NA 858 NaN NA NA GABRR3 0 0 0 0 0 0 NA 858 NaN NA NA -GAD1 0.04 0.4 0.16 1 0 0.0512820512820513 -Inf 869 0.612193566468421 0.993316154786423 FALSE -GAD2 0.03 0.3 0.09 1 0.136363636363636 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE -GADD45A 250.96 442.62394645997 195915.957979798 68 467.227272727273 189.961538461538 1.29841714339575 608 0.0347787763875931 0.187235385085008 FALSE -GADD45B 46.77 85.8218562494485 7365.39101010101 72 32.7272727272727 50.7307692307692 -0.632367653418075 846.5 0.926251297339322 1 FALSE -GADD45G 14.32 79.1817854781966 6269.75515151515 9 1.31818181818182 17.9871794871795 -3.77034769826738 863 0.939875353198618 1 FALSE -GADD45GIP1 128.66 157.590392210857 24834.7317171717 76 257.772727272727 92.2435897435897 1.48257906956164 389.5 8.80128211914578e-05 0.00568144642431488 TRUE -GADL1 0.43 4.3 18.49 1 0 0.551282051282051 -Inf 869 0.612193566468421 0.993316154786423 FALSE GAGE1 0 0 0 0 0 0 NA 858 NaN NA NA GAGE10 0 0 0 0 0 0 NA 858 NaN NA NA GAGE12B 0 0 0 0 0 0 NA 858 NaN NA NA @@ -6927,1105 +18498,286 @@ GAGE6 0 0 0 0 0 0 NA 858 NaN NA NA GAGE7 0 0 0 0 0 0 NA 858 NaN NA NA GAGE8 0 0 0 0 0 0 NA 858 NaN NA NA -GAK 18 42.3570680302734 1794.12121212121 28 17.2727272727273 18.2051282051282 -0.0758490058361454 906.5 0.613910227015155 0.995761438384943 FALSE -GAL 1.49 14.4036295930764 207.464545454545 2 6.54545454545455 0.0641025641025641 6.6739675067799 829.5 0.336693018711006 0.799577485898251 FALSE -GAL3ST1 0.03 0.3 0.09 1 0 0.0384615384615385 -Inf 869 0.612193566468421 0.993316154786423 FALSE GAL3ST2 0 0 0 0 0 0 NA 858 NaN NA NA -GAL3ST3 12.35 40.3232832457523 1625.96717171717 12 27.9090909090909 7.96153846153846 1.80961598737465 644.5 0.00168806501417325 0.0277013365528093 FALSE -GAL3ST4 8.98 26.7362652363392 714.827878787879 21 16.1363636363636 6.96153846153846 1.21283742681263 830.5 0.752360945123209 1 FALSE -GALC 23.4 52.3108424939251 2736.42424242424 33 31.2727272727273 21.1794871794872 0.562237383507604 797.5 0.550459197069654 0.993316154786423 FALSE -GALE 11.59 34.1733829318975 1167.8201010101 19 30.1363636363636 6.35897435897436 2.24463934995066 553.5 0.000219605945852989 0.00891991414714824 TRUE -GALK1 84.83 146.785217583414 21545.9001010101 49 129.136363636364 72.3333333333333 0.836162765828921 694 0.144047295472255 0.455124013060527 FALSE -GALK2 9.94 29.8480393752329 890.905454545455 20 23.1363636363636 6.21794871794872 1.89565150922616 667.5 0.0236283169137971 0.144775419694541 FALSE -GALM 5.38 22.1372121464326 490.056161616162 14 0.409090909090909 6.78205128205128 -4.05122831044676 920.5 0.392471164723297 0.856130301401142 FALSE -GALNS 35.44 78.0910269163397 6098.20848484848 32 113.818181818182 13.3333333333333 3.09362163412911 303.5 2.58580026024812e-08 0.000158156330665433 TRUE -GALNT1 42.89 75.0755706813562 5636.34131313131 47 59.9090909090909 38.0897435897436 0.653372365397588 681 0.111403015736112 0.3758685636329 FALSE -GALNT10 13.8 39.6835970999087 1574.78787878788 25 36.9545454545455 7.26923076923077 2.34587721735775 473 2.57936854315859e-05 0.00333009304511215 TRUE -GALNT11 48.29 100.040930512355 10008.1877777778 47 67.9545454545455 42.7435897435897 0.668861980324001 577.5 0.0115564913904525 0.0885231569303789 FALSE -GALNT12 0.14 1.4 1.96 1 0.636363636363636 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE -GALNT13 8.34 38.0823721780441 1450.26707070707 11 9.77272727272727 7.93589743589744 0.300367850600147 781 0.241233346787172 0.64693188935981 FALSE GALNT14 0 0 0 0 0 0 NA 858 NaN NA NA -GALNT2 59.04 97.9722615866554 9598.56404040404 57 130.727272727273 38.8205128205128 1.75166907067852 559 0.00963062418874833 0.0791866382979138 FALSE -GALNT3 1.75 9.24784987295573 85.5227272727273 5 0.409090909090909 2.12820512820513 -2.37914382967966 864 0.903548412148226 1 FALSE -GALNT4 0.01 0.1 0.01 1 0 0.0128205128205128 -Inf 869 0.612193566468421 0.993316154786423 FALSE -GALNT5 0.68 5.05101249975956 25.5127272727273 4 2.22727272727273 0.243589743589744 3.19275293089657 752.5 0.0100698575199179 0.0809903585281367 FALSE -GALNT6 0.04 0.242878362539562 0.058989898989899 3 0.0454545454545455 0.0384615384615385 0.241008099503795 841.5 0.652332847318063 1 FALSE -GALNT7 4.99 18.2200328199374 331.969595959596 15 9.04545454545454 3.84615384615385 1.23377653027272 821.5 0.629650669233521 1 FALSE -GALNT8 0.07 0.7 0.49 1 0 0.0897435897435897 -Inf 869 0.612193566468421 0.993316154786423 FALSE GALNT9 0 0 0 0 0 0 NA 858 NaN NA NA -GALNTL1 12.02 74.4072848611212 5536.44404040404 8 5 14 -1.48542682717024 894.5 0.524298689622566 0.993316154786423 FALSE -GALNTL2 12.21 40.5737375874861 1646.22818181818 15 12.6363636363636 12.0897435897436 0.0637977122733619 871 0.867028253424351 1 FALSE -GALNTL4 13.81 59.2826980056431 3514.43828282828 13 21.8181818181818 11.5512820512821 0.917477900019931 705 0.029903060298138 0.169072033159179 FALSE GALNTL5 0 0 0 0 0 0 NA 858 NaN NA NA -GALNTL6 0.1 1 1 1 0 0.128205128205128 -Inf 869 0.612193566468421 0.993316154786423 FALSE -GALP 0.13 1.3 1.69 1 0 0.166666666666667 -Inf 869 0.612193566468421 0.993316154786423 FALSE -GALR1 1.07 10.7 114.49 1 0 1.37179487179487 -Inf 869 0.612193566468421 0.993316154786423 FALSE -GALR2 0.06 0.6 0.36 1 0.272727272727273 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE GALR3 0 0 0 0 0 0 NA 858 NaN NA NA -GALT 27.1 114.577881412997 13128.0909090909 21 5.68181818181818 33.1410256410256 -2.54419368031526 945 0.312076004281692 0.771947927178425 FALSE -GAMT 37.21 62.5457077308712 3911.96555555556 48 59.6363636363636 30.8846153846154 0.949303926604564 612 0.0275525056136955 0.160283390490255 FALSE -GAN 2.32 12.8541782697261 165.229898989899 6 0.5 2.83333333333333 -2.50250034052918 874.5 0.746358481014544 1 FALSE -GANAB 139.69 205.787607238457 42348.5392929293 70 305.454545454545 92.9358974358974 1.71664984424572 374 4.52865750367076e-05 0.00431711856705584 TRUE -GANC 8.9 37.034654805542 1371.56565656566 15 5.54545454545455 9.84615384615385 -0.828254562933319 874 0.835526728399617 1 FALSE -GAP43 312.81 472.032114448484 222814.317070707 67 689.272727272727 206.628205128205 1.7380377346 395 8.87470359612381e-05 0.00568175544203346 TRUE -GAPDH 5814.1 6338.31228611873 40174202.6363636 98 10341.3181818182 4537.19230769231 1.18854837973868 317 6.87667914974894e-06 0.0017676947702765 TRUE -GAPDHS 0.56 5.49989898897142 30.2488888888889 2 0 0.717948717948718 -Inf 880 0.460699420081267 0.916301306363014 FALSE GAPT 0 0 0 0 0 0 NA 858 NaN NA NA -GAPVD1 24.83 58.101627265586 3375.79909090909 34 31.8636363636364 22.8461538461538 0.479959612713652 767.5 0.374963116738437 0.825286466639586 FALSE -GAR1 9.4 33.5083285290102 1122.80808080808 22 22.0454545454545 5.83333333333333 1.91808880221338 697.5 0.0662586218876693 0.259344947980821 FALSE -GARNL3 13.74 58.1224100107226 3378.21454545455 17 13.2272727272727 13.8846153846154 -0.0699715844750923 750 0.17165065128648 0.512015881958446 FALSE -GARS 88.4 161.383037672752 26044.4848484848 58 166.909090909091 66.2564102564103 1.33293058894483 647 0.0687087650336074 0.266575862743705 FALSE -GART 42.39 72.4140584319499 5243.79585858586 50 77.4090909090909 32.5128205128205 1.25149428976409 571.5 0.0109540120202733 0.0856196389484596 FALSE -GAS1 7.75 27.639590621009 763.94696969697 14 6.5 8.1025641025641 -0.317938811173762 773 0.243828970671638 0.652070884258965 FALSE -GAS2 0.2 1.53082799276547 2.34343434343434 4 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0 0 0 0 0 0 NA 858 NaN NA NA MIR3201 0 0 0 0 0 0 NA 858 NaN NA NA MIR3202-1 0 0 0 0 0 0 NA 858 NaN NA NA MIR3202-2 0 0 0 0 0 0 NA 858 NaN NA NA -MIR320A 0.17 1.21484920292956 1.47585858585859 2 0 0.217948717948718 -Inf 880 0.460699420081267 0.916301306363014 FALSE MIR320B1 0 0 0 0 0 0 NA 858 NaN NA NA -MIR320B2 0.03 0.222701503353614 0.0495959595959596 2 0 0.0384615384615385 -Inf 880 0.460699420081267 0.916301306363014 FALSE MIR320C1 0 0 0 0 0 0 NA 858 NaN NA NA MIR320C2 0 0 0 0 0 0 NA 858 NaN NA NA MIR320D1 0 0 0 0 0 0 NA 858 NaN NA NA MIR320D2 0 0 0 0 0 0 NA 858 NaN NA NA -MIR320E 0.21 2.1 4.41 1 0 0.269230769230769 -Inf 869 0.612193566468421 0.993316154786423 FALSE MIR323A 0 0 0 0 0 0 NA 858 NaN NA NA MIR323B 0 0 0 0 0 0 NA 858 NaN NA NA -MIR324 0.19 1.48184296936571 2.19585858585859 2 0 0.243589743589744 -Inf 880 0.460699420081267 0.916301306363014 FALSE MIR326 0 0 0 0 0 0 NA 858 NaN NA NA MIR328 0 0 0 0 0 0 NA 858 NaN NA NA MIR329-1 0 0 0 0 0 0 NA 858 NaN NA NA @@ -12521,7 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0.612193566468421 0.993316154786423 FALSE MIR363 0 0 0 0 0 0 NA 858 NaN NA NA MIR3646 0 0 0 0 0 0 NA 858 NaN NA NA -MIR3648 0.32 1.8139749310575 3.29050505050505 6 0.454545454545455 0.282051282051282 0.688467076475016 775 0.0953571691007949 0.33671936103336 FALSE MIR3649 0 0 0 0 0 0 NA 858 NaN NA NA -MIR3650 4.43 19.5035635179572 380.38898989899 9 11.2727272727273 2.5 2.17283659686222 802 0.352236219188191 0.800436942927817 FALSE -MIR3651 0.55 2.83333333333333 8.02777777777778 6 2.45454545454545 0.0128205128205128 7.58085810238842 671.5 0.000169837824091619 0.00790802151300309 TRUE MIR3652 0 0 0 0 0 0 NA 858 NaN NA NA MIR3653 0 0 0 0 0 0 NA 858 NaN NA NA MIR3654 0 0 0 0 0 0 NA 858 NaN NA NA @@ -12566,25 +20454,18 @@ MIR365A 0 0 0 0 0 0 NA 858 NaN NA NA MIR365B 0 0 0 0 0 0 NA 858 NaN NA NA MIR3660 0 0 0 0 0 0 NA 858 NaN NA NA -MIR3661 0.04 0.281410588272579 0.0791919191919192 2 0 0.0512820512820513 -Inf 880 0.460676544418352 0.916301306363014 FALSE -MIR3662 0.11 1.1 1.21 1 0.5 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE MIR3663 0 0 0 0 0 0 NA 858 NaN NA NA MIR3664 0 0 0 0 0 0 NA 858 NaN NA NA MIR3665 0 0 0 0 0 0 NA 858 NaN NA NA MIR3666 0 0 0 0 0 0 NA 858 NaN NA NA MIR3668 0 0 0 0 0 0 NA 858 NaN NA NA -MIR367 0.01 0.1 0.01 1 0 0.0128205128205128 -Inf 869 0.612193566468421 0.993316154786423 FALSE -MIR3671 0.46 2.39705206156616 5.74585858585859 5 0.727272727272727 0.384615384615385 0.919080004616432 861.5 0.947299629380238 1 FALSE MIR3675 0 0 0 0 0 0 NA 858 NaN NA NA MIR3676 0 0 0 0 0 0 NA 858 NaN NA NA MIR3677 0 0 0 0 0 0 NA 858 NaN NA NA MIR3678 0 0 0 0 0 0 NA 858 NaN NA NA MIR3679 0 0 0 0 0 0 NA 858 NaN NA NA MIR3680-1 0 0 0 0 0 0 NA 858 NaN NA NA -MIR3682 0.61 2.33071281418845 5.43222222222222 11 1.36363636363636 0.397435897435897 1.77866488544659 683 0.00751299576740504 0.0693653437742872 FALSE MIR3684 0 0 0 0 0 0 NA 858 NaN NA NA -MIR3685 0.32 2.58933320850107 6.70464646464646 2 0 0.41025641025641 -Inf 880 0.460699420081267 0.916301306363014 FALSE -MIR3687 0.9 4.05642027587693 16.4545454545455 11 0.954545454545455 0.884615384615385 0.109763566225542 876 0.788628443860983 1 FALSE MIR3688-1 0 0 0 0 0 0 NA 858 NaN NA NA MIR3688-2 0 0 0 0 0 0 NA 858 NaN NA NA MIR3689A 0 0 0 0 0 0 NA 858 NaN NA NA @@ -12604,7 +20485,6 @@ MIR372 0 0 0 0 0 0 NA 858 NaN NA NA MIR373 0 0 0 0 0 0 NA 858 NaN NA NA MIR374A 0 0 0 0 0 0 NA 858 NaN NA NA -MIR374B 0.03 0.222701503353614 0.0495959595959596 2 0.0454545454545455 0.0256410256410256 0.825970600224951 830.5 0.35423373752933 0.800436942927817 FALSE MIR374C 0 0 0 0 0 0 NA 858 NaN NA NA MIR375 0 0 0 0 0 0 NA 858 NaN NA NA MIR376A1 0 0 0 0 0 0 NA 858 NaN NA NA @@ -12628,21 +20508,17 @@ MIR3909 0 0 0 0 0 0 NA 858 NaN NA NA MIR3910-1 0 0 0 0 0 0 NA 858 NaN NA NA MIR3910-2 0 0 0 0 0 0 NA 858 NaN NA NA -MIR3911 0.03 0.222701503353614 0.0495959595959596 2 0.0909090909090909 0.0128205128205128 2.82597060022495 829.5 0.336693018711006 0.799577485898251 FALSE MIR3912 0 0 0 0 0 0 NA 858 NaN NA NA MIR3913-1 0 0 0 0 0 0 NA 858 NaN NA NA MIR3913-2 0 0 0 0 0 0 NA 858 NaN NA NA MIR3914-1 0 0 0 0 0 0 NA 858 NaN NA NA MIR3914-2 0 0 0 0 0 0 NA 858 NaN NA NA -MIR3916 0.03 0.3 0.09 1 0.136363636363636 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE MIR3917 0 0 0 0 0 0 NA 858 NaN NA NA MIR3918 0 0 0 0 0 0 NA 858 NaN NA NA MIR3919 0 0 0 0 0 0 NA 858 NaN NA NA MIR3920 0 0 0 0 0 0 NA 858 NaN NA NA -MIR3921 0.17 1.7 2.89 1 0 0.217948717948718 -Inf 869 0.612193566468421 0.993316154786423 FALSE MIR3922 0 0 0 0 0 0 NA 858 NaN NA NA MIR3924 0 0 0 0 0 0 NA 858 NaN NA NA -MIR3925 0.03 0.3 0.09 1 0 0.0384615384615385 -Inf 869 0.612193566468421 0.993316154786423 FALSE MIR3926-1 0 0 0 0 0 0 NA 858 NaN NA NA MIR3926-2 0 0 0 0 0 0 NA 858 NaN NA NA MIR3928 0 0 0 0 0 0 NA 858 NaN NA NA @@ -12651,14 +20527,11 @@ MIR3938 0 0 0 0 0 0 NA 858 NaN NA NA MIR3939 0 0 0 0 0 0 NA 858 NaN NA NA MIR3940 0 0 0 0 0 0 NA 858 NaN NA NA -MIR3941 0.11 1.1 1.21 1 0 0.141025641025641 -Inf 869 0.612193566468421 0.993316154786423 FALSE MIR3942 0 0 0 0 0 0 NA 858 NaN NA NA MIR3943 0 0 0 0 0 0 NA 858 NaN NA NA -MIR3944 0.01 0.1 0.01 1 0 0.0128205128205128 -Inf 869 0.612193566468421 0.993316154786423 FALSE MIR3945 0 0 0 0 0 0 NA 858 NaN NA NA MIR3960 0 0 0 0 0 0 NA 858 NaN NA NA MIR3973 0 0 0 0 0 0 NA 858 NaN NA NA -MIR3974 0.01 0.1 0.01 1 0 0.0128205128205128 -Inf 869 0.612193566468421 0.993316154786423 FALSE MIR3975 0 0 0 0 0 0 NA 858 NaN NA NA MIR3976 0 0 0 0 0 0 NA 858 NaN NA NA MIR3977 0 0 0 0 0 0 NA 858 NaN NA NA @@ -12667,10 +20540,7 @@ MIR410 0 0 0 0 0 0 NA 858 NaN NA NA MIR411 0 0 0 0 0 0 NA 858 NaN NA NA MIR412 0 0 0 0 0 0 NA 858 NaN NA NA -MIR421 0.05 0.411329453348431 0.169191919191919 2 0.0454545454545455 0.0512820512820513 -0.174029399775049 830.5 0.35423373752933 0.800436942927817 FALSE -MIR423 0.04 0.242878362539562 0.058989898989899 3 0.0909090909090909 0.0256410256410256 1.82597060022495 840 0.622181943886866 0.999204674613858 FALSE MIR424 0 0 0 0 0 0 NA 858 NaN NA NA -MIR425 0.31 3.1 9.61 1 0 0.397435897435897 -Inf 869 0.612193566468421 0.993316154786423 FALSE MIR4251 0 0 0 0 0 0 NA 858 NaN NA NA MIR4252 0 0 0 0 0 0 NA 858 NaN NA NA MIR4253 0 0 0 0 0 0 NA 858 NaN NA NA @@ -12678,11 +20548,9 @@ MIR4255 0 0 0 0 0 0 NA 858 NaN NA NA MIR4256 0 0 0 0 0 0 NA 858 NaN NA NA MIR4257 0 0 0 0 0 0 NA 858 NaN NA NA -MIR4258 0.14 1.11934324178479 1.25292929292929 3 0.0909090909090909 0.153846153846154 -0.758991900496205 841 0.642227504899165 1 FALSE MIR4260 0 0 0 0 0 0 NA 858 NaN NA NA MIR4261 0 0 0 0 0 0 NA 858 NaN NA NA MIR4262 0 0 0 0 0 0 NA 858 NaN NA NA -MIR4263 0.43 3.31283088684715 10.9748484848485 2 1.95454545454545 0 Inf 780 0.00783414581327792 0.0694811569640497 FALSE MIR4264 0 0 0 0 0 0 NA 858 NaN NA NA MIR4265 0 0 0 0 0 0 NA 858 NaN NA NA MIR4266 0 0 0 0 0 0 NA 858 NaN NA NA @@ -12698,13 +20566,11 @@ MIR4276 0 0 0 0 0 0 NA 858 NaN NA NA MIR4277 0 0 0 0 0 0 NA 858 NaN NA NA MIR4278 0 0 0 0 0 0 NA 858 NaN NA NA -MIR4279 0.13 1.3 1.69 1 0 0.166666666666667 -Inf 869 0.612193566468421 0.993316154786423 FALSE MIR4280 0 0 0 0 0 0 NA 858 NaN NA NA MIR4281 0 0 0 0 0 0 NA 858 NaN NA NA MIR4282 0 0 0 0 0 0 NA 858 NaN NA NA MIR4283-1 0 0 0 0 0 0 NA 858 NaN NA NA MIR4283-2 0 0 0 0 0 0 NA 858 NaN NA NA -MIR4284 0.08 0.8 0.64 1 0 0.102564102564103 -Inf 869 0.612193566468421 0.993316154786423 FALSE MIR4285 0 0 0 0 0 0 NA 858 NaN NA NA MIR4287 0 0 0 0 0 0 NA 858 NaN NA NA MIR4288 0 0 0 0 0 0 NA 858 NaN NA NA @@ -12712,14 +20578,11 @@ MIR429 0 0 0 0 0 0 NA 858 NaN NA NA MIR4290 0 0 0 0 0 0 NA 858 NaN NA NA MIR4291 0 0 0 0 0 0 NA 858 NaN NA NA -MIR4292 0.1 1 1 1 0 0.128205128205128 -Inf 869 0.612193566468421 0.993316154786423 FALSE MIR4294 0 0 0 0 0 0 NA 858 NaN NA NA MIR4295 0 0 0 0 0 0 NA 858 NaN NA NA -MIR4296 0.11 1.1 1.21 1 0 0.141025641025641 -Inf 869 0.612193566468421 0.993316154786423 FALSE MIR4297 0 0 0 0 0 0 NA 858 NaN NA NA MIR4298 0 0 0 0 0 0 NA 858 NaN NA NA MIR4299 0 0 0 0 0 0 NA 858 NaN NA NA -MIR4300 0.01 0.1 0.01 1 0 0.0128205128205128 -Inf 869 0.612193566468421 0.993316154786423 FALSE MIR4301 0 0 0 0 0 0 NA 858 NaN NA NA MIR4302 0 0 0 0 0 0 NA 858 NaN NA NA MIR4303 0 0 0 0 0 0 NA 858 NaN NA NA @@ -12772,11 +20635,8 @@ MIR4439 0 0 0 0 0 0 NA 858 NaN NA NA MIR4440 0 0 0 0 0 0 NA 858 NaN NA NA MIR4441 0 0 0 0 0 0 NA 858 NaN NA NA -MIR4442 0.2 1.10096376512636 1.21212121212121 6 0.227272727272727 0.192307692307692 0.241008099503795 777 0.103654551183501 0.357098562886046 FALSE MIR4443 0 0 0 0 0 0 NA 858 NaN NA NA -MIR4444-1 0.02 0.14070529413629 0.0197979797979798 2 0 0.0256410256410256 -Inf 880 0.460676544418352 0.916301306363014 FALSE MIR4446 0 0 0 0 0 0 NA 858 NaN NA NA -MIR4449 0.02 0.2 0.04 1 0.0909090909090909 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE MIR4450 0 0 0 0 0 0 NA 858 NaN NA NA MIR4451 0 0 0 0 0 0 NA 858 NaN NA NA MIR4453 0 0 0 0 0 0 NA 858 NaN NA NA @@ -12785,15 +20645,12 @@ MIR4457 0 0 0 0 0 0 NA 858 NaN NA NA MIR4458 0 0 0 0 0 0 NA 858 NaN NA NA MIR4460 0 0 0 0 0 0 NA 858 NaN NA NA -MIR4461 0.07 0.256432399976243 0.0657575757575758 7 0 0.0897435897435897 -Inf 935 0.149776040708442 0.466819791629666 FALSE MIR4462 0 0 0 0 0 0 NA 858 NaN NA NA MIR4464 0 0 0 0 0 0 NA 858 NaN NA NA MIR4465 0 0 0 0 0 0 NA 858 NaN NA NA MIR4466 0 0 0 0 0 0 NA 858 NaN NA NA MIR4467 0 0 0 0 0 0 NA 858 NaN NA NA MIR4468 0 0 0 0 0 0 NA 858 NaN NA NA -MIR4469 0.06 0.6 0.36 1 0 0.0769230769230769 -Inf 869 0.612193566468421 0.993316154786423 FALSE -MIR4470 0.04 0.4 0.16 1 0 0.0512820512820513 -Inf 869 0.612193566468421 0.993316154786423 FALSE MIR4471 0 0 0 0 0 0 NA 858 NaN NA NA MIR4472-1 0 0 0 0 0 0 NA 858 NaN NA NA MIR4472-2 0 0 0 0 0 0 NA 858 NaN NA NA @@ -12805,9 +20662,7 @@ MIR4479 0 0 0 0 0 0 NA 858 NaN NA NA MIR448 0 0 0 0 0 0 NA 858 NaN NA NA MIR4480 0 0 0 0 0 0 NA 858 NaN NA NA -MIR4482-1 0.11 1.1 1.21 1 0.5 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE MIR4483 0 0 0 0 0 0 NA 858 NaN NA NA -MIR4484 0.21 2.1 4.41 1 0.954545454545455 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE MIR4485 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MIR452 0 0 0 0 0 0 NA 858 NaN NA NA MIR4520A 0 0 0 0 0 0 NA 858 NaN NA NA MIR4520B 0 0 0 0 0 0 NA 858 NaN NA NA MIR4521 0 0 0 0 0 0 NA 858 NaN NA NA -MIR4522 0.01 0.1 0.01 1 0.0454545454545455 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE -MIR4523 0.07 0.7 0.49 1 0.318181818181818 0 Inf 819 0.0630558447149376 0.252399828906917 FALSE MIR4524A 0 0 0 0 0 0 NA 858 NaN NA NA -MIR4526 0.04 0.4 0.16 1 0 0.0512820512820513 -Inf 869 0.612193566468421 0.993316154786423 FALSE MIR4529 0 0 0 0 0 0 NA 858 NaN NA NA -MIR4530 0.21 1.62241246981839 2.63222222222222 4 0.0909090909090909 0.243589743589744 -1.42195691321863 852 0.892771386923175 1 FALSE MIR4531 0 0 0 0 0 0 NA 858 NaN NA NA MIR4532 0 0 0 0 0 0 NA 858 NaN NA NA MIR4533 0 0 0 0 0 0 NA 858 NaN NA NA -MIR4534 0.14 1.4 1.96 1 0 0.179487179487179 -Inf 869 0.612193566468421 0.993316154786423 FALSE MIR4535 0 0 0 0 0 0 NA 858 NaN NA NA MIR4536-1 0 0 0 0 0 0 NA 858 NaN NA NA MIR454 0 0 0 0 0 0 NA 858 NaN NA NA @@ -12871,19 +20718,16 @@ 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0.0630558447149376 0.252399828906917 FALSE MIR591 0 0 0 0 0 0 NA 858 NaN NA NA MIR592 0 0 0 0 0 0 NA 858 NaN NA NA MIR593 0 0 0 0 0 0 NA 858 NaN NA NA MIR595 0 0 0 0 0 0 NA 858 NaN NA NA MIR596 0 0 0 0 0 0 NA 858 NaN NA NA -MIR597 0.6 6 36 1 0 0.769230769230769 -Inf 869 0.612193566468421 0.993316154786423 FALSE MIR598 0 0 0 0 0 0 NA 858 NaN NA NA MIR599 0 0 0 0 0 0 NA 858 NaN NA NA MIR600 0 0 0 0 0 0 NA 858 NaN NA NA -MIR600HG 0.04 0.4 0.16 1 0 0.0512820512820513 -Inf 869 0.612193566468421 0.993316154786423 FALSE MIR601 0 0 0 0 0 0 NA 858 NaN NA NA MIR602 0 0 0 0 0 0 NA 858 NaN NA NA MIR603 0 0 0 0 0 0 NA 858 NaN NA NA MIR604 0 0 0 0 0 0 NA 858 NaN NA NA -MIR605 0.02 0.2 0.04 1 0 0.0256410256410256 -Inf 869 0.612193566468421 0.993316154786423 FALSE -MIR608 0.05 0.5 0.25 1 0 0.0641025641025641 -Inf 869 0.612193566468421 0.993316154786423 FALSE MIR609 0 0 0 0 0 0 NA 858 NaN NA NA MIR610 0 0 0 0 0 0 NA 858 NaN NA NA -MIR611 0.13 1.3 1.69 1 0 0.166666666666667 -Inf 869 0.612193566468421 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NA MIR660 0 0 0 0 0 0 NA 858 NaN NA NA MIR661 0 0 0 0 0 0 NA 858 NaN NA NA MIR662 0 0 0 0 0 0 NA 858 NaN NA NA -MIR663A 0.43 2.42568328393041 5.88393939393939 7 0 0.551282051282051 -Inf 935 0.150095013088835 0.466819791629666 FALSE MIR663B 0 0 0 0 0 0 NA 858 NaN NA NA MIR664 0 0 0 0 0 0 NA 858 NaN NA NA MIR665 0 0 0 0 0 0 NA 858 NaN NA NA @@ -13274,11 +21066,9 @@ MIR671 0 0 0 0 0 0 NA 858 NaN NA NA MIR675 0 0 0 0 0 0 NA 858 NaN NA NA MIR676 0 0 0 0 0 0 NA 858 NaN NA NA -MIR7-1 0.09 0.726065917924617 0.527171717171717 2 0.318181818181818 0.0256410256410256 3.63332552228256 829.5 0.336693018711006 0.799577485898251 FALSE MIR7-2 0 0 0 0 0 0 NA 858 NaN NA NA MIR7-3 0 0 0 0 0 0 NA 858 NaN NA NA MIR7-3HG 0 0 0 0 0 0 NA 858 NaN NA NA -MIR708 0.58 3.18195670694126 10.1248484848485 6 0.0909090909090909 0.717948717948718 -2.98138432183265 876 0.723508330315478 1 FALSE MIR711 0 0 0 0 0 0 NA 858 NaN NA NA MIR718 0 0 0 0 0 0 NA 858 NaN NA NA MIR744 0 0 0 0 0 0 NA 858 NaN NA NA @@ -13307,17 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