Caríssimos(as) utilizadores(as) do R,
Estou em outro nível de problema.
Quero converter FPKM em log2CPM. Para tanto, fiz o seguinte:
dados<-read.csv("/home/Genes interesse NePCa.csv")
head(dados)
class(dados)
*[1] "data.frame"*
geneLength <- rowMeans(dados)
*Error in rowMeans(dados) : 'x' must be numeric*
dadoslog2cpm <- convertCounts(dados,
unit = "cpm",
log = TRUE,
normalize = "tmm")
*Error: countsMatrix must be a numeric matrix or dataframe of N genes x M
Samples. All columns must be numeric.*
Não entendo o que possa estar errado. A tabela de dados está em anexo.
Vocês podem me ajudar, por favor?
Obrigada,
Michele
--
------------------------------------------------------------------------
*Dra. Michele Claire Breton*
Researcher in Bioinformatics
PhD in Cellular and Molecular Biology
CICS - Health Sciences Research Center
Faculty of Health Sciences
University of Beira Interior
Covilhã - Castelo Branco - Portugal
,GSM5528434,GSM5528435,GSM5528436,GSM5528437,GSM5528438,GSM5528439,GSM5528440,GSM5528441,GSM5528442,GSM5528443,GSM5528444,GSM5528445,GSM5528446,GSM5528447,GSM5528448,GSM5528449,GSM5528450,GSM5528451,GSM5528452,GSM5528453,GSM5528454,GSM5528455,GSM5528456,GSM5528457
CHGA,0.010318957,0,0,0,0.008320902,0,0.016973387,0.016678892,0.026289337,0.009369982,0.019210455,0,0.008793918,0.00929955,0,0.009233225,0,0.006694503,52.2881461,52.15743786,46.03178273,50.18666258,52.09981461,43.55283563
SYP,0.545470155,0.625513198,0.364494869,0.38939918,0.410527612,0.330898697,0.777599188,0.871866268,0.772044494,1.023633256,0.891368815,0.557788061,0.692117582,0.775609258,0.483552907,0.618231255,0.65313378,0.754939685,24.44160092,25.71348759,21.85384502,23.75120632,28.14616175,20.27853756
SRRM4,0.005404748,0,0,0,0,0,0.004445065,0.008735883,0,0,0,0,0,0,0,0,0,0,0.031536157,0.019204527,0.020167304,0.024571143,0.046967742,0.026562199
FOXA2,0,0.043213419,0,0,0,0,0,0,0.020623445,0.022051675,0.226053112,0.060954802,0.103479716,0.196973268,0.049680909,0.043459652,0.018693226,0.126040801,20.50611414,19.56654267,19.76967067,18.0180879,18.42371105,19.83618931
INSM1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,74.57661366,73.89208169,70.6000391,71.31083675,47.36708957,67.87615221
EZH2,12.10598487,12.30066327,12.1902657,10.82385671,10.26916694,11.31198637,9.887429545,9.625498223,10.99298937,17.45371544,16.3044131,17.75423857,16.28535945,16.8815838,16.90131992,18.61241759,18.17429237,15.03658811,40.43402822,40.01068193,41.36450542,39.77111032,42.05654031,40.96026961
ASCL1,0.025479214,0,0,0,0,0,0,0,0,0,0,0,0,0.022962131,0,0,0,0,678.7360572,616.8795843,627.2300691,654.2071099,621.5386755,642.4050185
NCAM1,0.049630156,0.048572262,0.030725411,0.044968694,0.100050728,0.033870549,0.028572379,0.02005474,0.025288291,0.004506596,0,0.024914085,0.016918125,0.004472721,0.005076525,0.004440821,0.022921473,0.003219795,22.67465805,24.05404883,23.6889162,23.41129995,24.47573571,24.6741991
SOX2,0,0,0,0,0,0,0,0,0,0.045701043,0,0,0,0,0,0,0,0,79.60498013,69.94664744,70.44064666,76.35355846,80.43204815,68.66433452
AR,44.84204185,33.75151677,44.81398948,60.02712208,59.32596505,60.08744826,53.40856209,51.85059996,57.87719163,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
REST,8.0769396,7.446833683,8.543985768,10.1621608,9.871672874,10.42990994,7.072601758,7.442652925,8.486499795,12.108538,12.16930011,13.0448901,12.5450574,11.59648003,13.59935375,12.12311695,11.53832861,9.113450133,2.884452561,3.221664593,3.31915645,3.405553616,3.027774906,3.510280336
SPDEF,71.73493023,80.39646548,69.57715052,54.68130399,56.35352992,27.91698433,79.64115342,76.150721,69.4174489,0.059979634,0.122971003,0.165794513,0.225168402,0,0.033782499,0.088656327,0.152534378,0.107133034,0,0.117354307,0,0.06005937,0,0.03246306
AGFG2,11.7050033,10.98810047,10.90223734,7.876401948,7.450523744,5.604758756,9.361328664,8.40750185,8.472631367,2.029469462,2.069698125,1.667523568,2.042150603,2.045362148,1.755840298,1.855529911,1.888874319,1.823686577,1.814992928,1.811420513,1.741026052,1.948366683,2.072394463,1.698586576
AMOTL2,0.073946777,0.046993871,0.093427608,0.113119247,0.042591782,0.092692002,0.095568905,0.145134786,0.044855303,53.1319226,54.11187534,55.73438577,57.06746211,58.26379726,56.65287795,59.22829357,58.75770049,64.85337629,3.742358929,4.119589199,3.04174892,3.822823066,3.598582969,3.862626749
ANKRD1,0,0,0,0,0.025757375,0,0,0,0,51.45452487,57.0576444,57.75236989,44.28953809,41.5393298,47.17969217,53.19012287,47.28157216,43.89100213,0,0,0.039729963,0,0.027758196,0
ASAP1,5.266557245,4.136457822,5.864379088,5.888755815,6.281079058,6.464672975,4.926903132,4.625834464,5.145629079,24.02876425,25.81681615,28.98853301,25.55228347,22.93460879,28.5020344,26.26273202,25.25617299,20.12947308,5.533529341,6.316821257,6.664310849,6.534921459,6.663018019,7.027003923
AXL,0,0,0.010889576,0,0,0.012004262,0.010126506,0,0,120.6595839,124.124425,117.0365559,73.67200695,79.30614984,66.90150782,85.02038172,83.00561951,104.667105,0,0.021875355,0.007657343,0,0.010699936,0.024205024
BICC1,0,0,0.016359058,0,0,0,0,0,0.007854108,1.024559213,1.093326462,1.439246768,1.37930059,0.933508877,0.898708378,1.770947428,1.936372044,1.518019455,1.325983198,1.651347654,1.650734903,1.555700245,1.510971833,1.645399817
BIRC5,43.26384582,55.63782574,45.51700982,49.77668379,51.00056797,54.8610958,44.58967032,47.25756034,50.92481034,53.84965276,51.160595,46.71928593,38.67736529,43.40996523,38.35515265,42.06251226,40.82719571,48.83638736,44.04616183,39.75676304,41.62107252,36.88158543,34.99038889,33.71376007
C9,0,0,0,0,0,0,0,0,0,0.038165233,0,0,0,0,0,0.112824608,0,0,0,0,0,0,0,0
CAVIN2,0,0,0,0,0,0,0,0,0,16.74651421,17.28255978,18.32219381,13.97061553,15.3521693,15.49800342,5.315489672,5.448983491,5.250528981,2.622543185,1.765156335,2.574511993,3.237070252,2.464271603,2.848330574
CCN1,1.397278851,1.335264562,1.098460856,1.150946222,1.189320168,1.185675182,0.957645022,0.941029478,1.164629488,197.201179,204.7052683,195.2304708,166.7084911,182.1470405,180.5866361,173.4158406,166.7294409,204.0118369,7.074544291,7.631248433,6.388530847,6.846399424,5.846378372,5.747994724
CCN2,0,0,0,0,0,0.026360087,0,0,0,21.75228907,25.09200174,26.55733108,26.49797742,25.14630269,30.06206027,20.34613415,21.66529673,22.6277066,3.020010025,2.52188784,2.841686435,2.458375413,2.608047579,3.0030691
CDC20,73.20499872,82.21098365,72.10679636,62.29208286,60.90513104,62.08934967,64.0824656,64.67182997,64.08854414,91.97775557,92.15206769,87.11348043,72.93542518,76.30794212,62.53865885,77.1693402,76.953897,97.1044453,143.8827639,141.0549192,149.0642828,131.8653022,128.2418049,129.2405729
CDKN2C,11.2059154,16.00798707,11.83718507,7.332539874,8.529420737,6.064968542,9.85354041,10.57973923,9.90766558,32.65628749,29.45980626,26.53184658,30.13093434,32.86385336,24.16704597,26.01361122,25.66742175,32.43609165,247.4867344,234.738011,216.2594681,231.0689936,246.3997322,220.2905823
CENPF,12.78575253,10.14702377,14.15278192,15.14851059,15.96507991,16.39345367,10.04337247,9.610899406,11.24428274,32.68578685,30.53231579,35.56253255,27.18267555,24.74368751,29.90088885,33.61880132,31.70949675,23.86922907,22.32193831,27.05957783,28.27975379,28.09091424,30.58918522,35.3547503
COL4A3,0.013856627,0.006164211,0.061274749,0.045655116,0.039107509,0.0135094,0.039886715,0.067190852,0.04118586,2.252233952,2.62478533,2.27807549,2.09014963,2.035500774,2.593758353,2.3247508,2.543850129,1.923773011,0.023100576,0.018463624,0.012926172,0.012599039,0.006020766,0.006809984
CRIM1,0.530378539,0.591855454,0.620129734,1.399483172,1.159814451,1.156874925,1.108990704,1.046159279,1.244354497,154.6597643,154.3170147,166.8107122,139.4975647,138.2746986,158.4033987,144.5518974,139.0281444,129.1726581,0.05245263,0.047913,0.072677243,0.122604132,0.07811927,0.061851547
DAB2,0.008621649,0,0,0,0,0,0,0,0,4.822519661,5.031873819,5.193628458,4.665633936,4.055897725,5.264844866,2.653789069,2.647944378,2.19819102,0,0,0,0,0,0
DDAH1,15.65509305,15.46882306,16.20051294,14.95271133,14.61143865,16.40409362,11.30913662,12.01900762,12.63660707,10.09823787,10.66638741,12.44961553,11.78879035,11.94656055,13.96406727,13.10797904,12.40575146,10.03335238,14.50621875,15.15163019,14.38085534,15.51604219,14.16320702,16.74093081
DLC1,0,0,0,0,0,0,0,0,0,2.126213123,2.610315033,2.529781343,2.36263775,2.156965213,2.41958754,2.091611268,2.106373957,1.951280135,0,0,0,0,0,0
DUSP1,8.887005591,8.828889963,8.470769794,7.009874694,7.470086592,7.011049707,8.806961803,9.187111285,8.693791182,57.48605472,68.02009997,62.89863329,56.0927711,55.80872286,55.76216792,39.70350078,37.70849872,51.84887613,10.05160798,8.145543212,9.862376085,8.965583998,7.177100235,8.488291932
DUT,27.90772859,32.43803971,24.51450923,21.07446485,18.70243419,15.51650549,22.5844357,22.01181957,21.80042953,50.32309273,46.74978313,41.53053284,40.93885144,45.60314777,27.43725548,32.17640715,32.58024711,41.21144815,28.81302645,29.1774781,28.61252646,28.59761071,28.42366022,28.91933799
ECT2,23.0600371,22.80782856,27.57228636,29.41997317,29.95953217,35.42681545,19.72177924,21.17262897,24.78645174,55.38590762,59.9009668,67.62296609,52.1277442,49.15768763,62.39032241,65.49098838,65.92209061,50.34771019,32.36860767,32.69780378,36.88211049,32.05699186,33.35567529,38.22519123
EMP2,10.30916037,9.516721548,10.75235578,8.377365487,8.772544542,9.566450764,7.042496009,7.091541979,7.091940757,10.80074321,10.53463674,11.00925775,10.71577909,10.9697678,10.48515522,10.15932651,11.34351909,10.21945136,38.0698426,40.09704506,41.38476253,41.81219223,40.75565741,39.57722035
ETV5,0.085655732,0.038104515,0.037877426,0.017638774,0.034535125,0.07307066,0.026417421,0.03461209,0.072740958,13.61123204,13.31511025,13.84021933,10.0917892,9.67817638,10.2290248,9.944464902,9.94762351,9.710825675,1.963470701,1.483744851,1.598081225,1.742606753,1.739932081,1.683856286
FGF2,0.018660939,0.008301441,0.016503935,0.023056676,0.01504763,0,0.023021174,0,0,8.811295999,8.494038257,9.1881484,10.62322918,10.39317212,10.25965764,11.2624549,11.33329304,9.194832234,0.03888739,0.11603786,0.063828897,0.11028762,0.056757829,0.055026684
FLNA,26.46803389,19.04320028,25.37869839,22.83981385,21.12151957,19.13233759,25.30465966,25.03453719,24.36901128,179.8585465,174.5847967,168.7184019,158.4133736,165.2344533,140.2049597,150.2853481,143.4057179,180.7911342,92.65601291,97.74038334,83.49094965,104.0610037,101.7553669,97.29579328
FSCN1,3.007745802,2.980125382,2.796109737,2.618263501,2.893892261,1.882718764,3.373202543,3.21799801,2.960610094,110.3784341,111.6066074,102.9887818,98.49505982,99.953801,78.15450962,80.46313084,76.70384396,112.4879137,45.89752826,46.75707775,42.45867222,39.26572505,38.58263225,42.12836354
FSTL1,3.352197316,3.812809693,3.889130802,9.341421161,10.33684801,9.680848416,4.875357322,5.321734535,5.160956809,3.823536983,4.065471902,4.166363058,3.753892608,3.774611424,3.780152696,2.384893945,2.442405611,2.315227499,0.080902489,0.18569895,0.17179326,0.101824998,0.142734895,0.139429744
GADD45B,3.171069167,3.612372339,2.018211538,2.465558191,2.055204257,2.513736411,2.681126705,3.233382582,2.340601465,38.80522054,34.73117947,30.34949018,32.05015682,37.68557159,34.43667246,26.51792629,23.20002838,32.22392916,3.754921184,4.765063526,3.778304556,4.392274354,4.172162326,3.524730394
GAS6,4.304390038,5.640817061,4.397803787,6.003114642,5.287847256,3.393582509,5.789389464,5.701499493,4.592336246,14.25135573,13.07591665,12.72807088,10.68690583,10.61517626,9.775250051,8.064500328,8.002092961,11.61360017,252.6463937,240.2835062,212.0262515,216.0325797,195.8996702,200.9589343
GGH,13.76303291,15.33695017,13.3651285,15.31017478,14.13994185,20.63988104,10.88676721,12.10208909,12.03737896,23.54147498,25.51577154,25.19135204,20.18477961,19.40862261,25.48972008,23.05468512,22.45504644,24.51732326,27.88028979,29.00107171,29.36019101,25.04866715,25.48992507,27.86492883
GLS,12.55015548,12.6082943,13.79045115,19.10686808,19.42058371,21.39830656,14.04091697,12.98110814,15.60718807,138.4282778,144.1251564,151.6957206,150.4752118,141.4515852,166.3439448,177.9018081,186.2905759,152.490547,6.257458718,6.359971707,6.780827602,6.971849603,7.177630638,6.430302228
HEXB,25.00319514,25.77437368,27.26676299,28.11232994,29.67350537,31.13404006,23.76209724,24.1692886,26.53076168,25.10471036,27.35986216,29.71418083,27.42252817,26.13057368,34.59458209,35.72927394,35.83436719,29.99389101,8.56987277,8.209320986,8.668771325,7.900874155,8.477043182,8.200465587
HMMR,33.03779924,37.34703761,43.90667981,34.65572208,38.48966077,51.01863354,21.28765757,22.56838546,25.81745324,19.63471158,21.41464021,24.07688839,16.59166713,17.29934923,22.08493917,24.9439943,24.15598342,17.78304836,33.64970775,35.41760149,41.16245929,30.47791551,33.08302605,35.12831691
ITGB2,0.05521671,0.139193258,0.081390422,0.090964611,0.0964711,0.116638298,0.113530683,0.11899827,0.062521854,9.150321508,9.217293411,9.447390872,5.066387387,5.979717909,5.290253743,4.141950299,3.853574878,4.955413633,0.015342092,0,0.00572322,0.016735134,0.007997302,0
ITGB5,8.160079098,7.847155515,7.302674693,7.720535871,7.370278143,6.782597951,8.738063728,9.621534116,8.487077815,33.6561701,34.57340603,33.78691144,30.61954157,34.20766059,31.09422084,27.0876038,25.24414691,31.84531834,1.932998754,2.490946489,1.804225118,2.329068262,2.082665732,1.640383588
LHFPL6,0,0,0,0,0,0,0,0,0,3.496350083,2.887932512,2.526223062,2.348912467,2.55886382,2.493450414,1.883772128,2.228225136,2.336270082,1.177613103,0.885865597,0.99918593,0.818578684,0.914755427,0.980208015
MARCKS,18.04010206,18.83906383,17.34733205,22.44716239,21.35775633,19.03697716,19.18140886,20.2280595,21.90549255,0.601262325,0.780719884,0.750976592,0.978114556,0.663047558,0.60204565,0.342325688,0.509690642,0.458218163,112.4252012,105.5502421,107.9363254,104.4242453,89.94460716,101.9951262
MDFIC,0,0,0,0,0,0,0,0,0,3.650375159,3.854059212,4.803463548,3.825987146,3.514465151,4.284382438,2.573970695,2.881337227,2.225437889,1.605252513,1.261648179,1.369809988,1.346086921,1.516632376,1.490655258
NDRG1,55.89935812,55.27897798,50.48601645,46.88727138,42.29144911,45.63021634,49.60561034,47.55300661,42.61323272,13.35345647,12.67297033,11.67611495,12.35812405,12.17746976,11.98144728,10.73280791,10.89319684,12.74838321,251.3033741,375.5239621,338.7368828,251.6810217,346.1290197,317.3583585
PDLIM2,1.614516868,1.600013839,1.321864215,1.474725472,1.30834373,0.888330584,2.188961719,2.028253593,1.717253163,5.2254858,5.133483526,4.426874923,3.467014029,3.342222461,1.659618114,1.938108695,1.808773446,2.794875875,0.259831096,0.205900498,0.154089865,0.218018019,0.145859512,0.212116073
PHGDH,65.25773528,67.82998906,60.20762531,61.41361286,60.51934329,51.19218611,87.53095537,87.40902728,82.28609981,28.87151615,26.83847144,24.98960604,13.67683672,15.54487916,13.82007318,20.30048099,19.2902286,24.92578544,34.52990983,34.05674957,32.31352486,28.90366144,29.12659986,30.03910461
PMP22,0.079240276,0.176252787,0.140161907,0.016317662,0.111819779,0.135195605,0.195510439,0.032019708,0.067292795,8.742290146,10.51072586,11.12132554,8.120404522,8.837254113,13.21157199,11.20264796,10.3385899,9.30480117,0.214666681,0.211171555,0.381916873,0.540364937,0.258226907,0.467321569
SCHIP1,0,0,0,0,0,0,0,0.011369188,0,0.249095348,0.216064718,0.311904733,0.311708033,0.221866765,0.237428529,0.151052151,0.189501094,0.164279395,0.269706357,0.287424686,0.196848327,0.179075429,0.220051735,0.235069111
SERPINE1,0,0,0,0,0,0.019319712,0,0.016014873,0.016828472,0.287902244,0.295130407,0.447645186,0.219539192,0.250020892,0.405389986,0.301431513,0.411842821,0.334255068,0.016517998,0.017603146,0.012323761,0.036035622,0,0.09738918
SGK1,0.524809383,0.449847006,0.396223109,0.458647402,0.552212355,0.586535278,0.573742409,0.53275355,0.532643218,0.796180001,0.792339386,1.012039791,0.632691978,0.680606202,0.752846595,1.425951348,1.443447476,1.245637104,3.15823721,3.121247921,3.466786188,3.23550778,3.225818868,3.428489606
SH2D4A,4.921123743,4.157397233,4.832832118,5.536876871,5.395316121,5.736180111,4.430341605,4.391111414,4.614191921,13.91313933,13.98789119,16.4042515,13.21651981,12.45148603,15.11690497,13.77952723,13.25202345,11.45112171,2.549215497,3.144184722,3.73626053,3.557013243,3.035371044,3.921540844
SHCBP1,17.47468484,18.55311615,18.1437716,12.12569563,11.71366578,13.09447865,11.43347685,10.88762386,13.2750894,12.39107365,12.66405175,12.88165644,10.10254956,11.79051677,10.879584,10.88202936,11.44163458,11.34347817,2.133296102,2.309817833,2.514745792,2.475924431,2.597663712,2.696678799
SLIT2,0.154222112,0.076229689,0.10103385,0.216427608,0.198055059,0.072394368,0.103349476,0.166183068,0.155222777,0.005186637,0,0.03345253,0,0,0,0.01533281,0,0.014822635,1.571202361,1.349685873,1.413797204,1.511317773,1.588389862,1.588868351
STMN1,19.81317038,23.16493451,23.72493529,22.9883338,26.10298232,22.6709572,14.68055869,16.12685147,17.96875165,44.47230164,45.95618506,47.12295687,44.39421945,40.93709756,39.35267968,44.75582006,48.01197186,42.86180913,251.7966919,254.8729845,279.9534397,249.2563556,254.6795544,301.3120525
TGFB2,0,0,0,0.008606555,0.008425429,0,0,0,0,7.058839576,7.401401088,9.353825005,7.889286712,7.928584613,10.30280223,10.17194341,10.72899082,7.991968542,4.389582895,4.223154767,4.957961153,4.607645673,4.231239225,5.391819156
TGM2,0,0.014152558,0,0,0,0.015508274,0.013082407,0,0,90.00787066,83.65756943,79.4058721,60.08696575,61.17649842,55.76777334,72.63201958,73.72235216,82.49059798,0.006629644,0.021195534,0.009892501,0.007231608,0.034558046,0.023452805
THBS1,0.096636277,0.036847956,0.09157089,0.073914127,0.061226501,0.060566602,0.085154211,0.117147449,0.070342206,35.43187191,37.29805992,37.52088429,34.75943776,34.23243735,37.12390448,35.14943602,34.70063829,35.55618839,2.382033117,2.569178974,2.365292834,2.610870926,2.171425679,2.354291444
TK1,161.5809729,181.9871639,154.6914074,145.2306062,134.9908982,136.7548717,133.8482655,134.7102542,137.1894472,98.68532124,87.35350174,75.90710844,61.81357755,70.55516021,61.43547911,56.89996719,56.0693225,78.30898736,49.95069464,47.44939945,48.11289875,42.02505493,41.56483739,41.254479
TNNT2,0.136512739,0.197367913,0.211283339,0.238948364,0.399039414,0.316093336,0.336819441,0.35166145,0.427491807,0,0.023825736,0.021415218,0,0.030756672,0.026181551,0,0.013134962,0.005535231,0,0.053054157,0.010612174,0,0.014828849,0.016772654
TNS1,1.491102003,0.896291063,1.265713961,1.007608667,0.970285675,0.709330209,0.66084148,0.646144878,0.855503221,0.094378882,0.12279603,0.150507825,0.122644372,0.176530909,0.1308487,0.132348148,0.086159303,0.142640796,9.043648318,10.28407563,9.233398614,10.92615648,12.77716467,12.28304637
TOP2A,31.10117433,27.65347601,36.43520756,43.16537205,44.8960098,55.24837587,29.39599953,28.40506814,32.89694428,146.43704,145.350076,164.8719011,117.9274553,117.9421923,146.9603254,158.3383923,155.5177725,117.6720274,186.4653411,187.5178309,207.8940205,186.4705212,194.7233817,202.1460489
TSPAN3,14.11777775,15.66079238,15.14815661,17.49912489,18.56297526,19.55281387,15.29357327,14.62074015,14.79473153,28.59775409,28.03383131,30.76974454,28.80203416,28.69476601,32.83019432,30.13985832,31.54111318,27.82857094,28.52290538,28.10375797,27.90740658,28.19101032,26.76044783,28.50041025
ARHGEF10,1.806513027,1.40512069,1.796171572,2.319855259,2.273295511,2.390260359,1.790274672,1.727474282,1.865260868,5.639437725,5.796689921,6.106755996,5.008248356,4.904368744,5.781641939,4.543090907,4.376778869,4.034627701,1.164447395,1.258388646,1.1618515,1.374750586,1.430927324,1.386889344
BICRA,3.333547102,2.215271475,3.175711449,2.457715054,2.638294718,0.90278148,3.494735835,3.309375493,3.363914136,6.212783064,5.947371271,5.612511274,6.812855912,6.110449455,3.946515062,4.437376161,4.189506647,6.187623247,7.384141963,7.421399277,6.616118697,8.101387314,7.179618638,8.151081272
C15orf65,3.466570367,2.660924329,4.087829552,2.519499659,2.356855204,2.584478938,3.35416027,3.735426071,2.828450033,1.789908376,1.202140725,1.421732521,1.911570781,0.55131335,1.32100468,1.520503677,1.41266516,1.587504217,0.849877641,0.845329573,1.902232168,1.297863613,1.358569704,1.403032512
C8orf48,0.133550557,0,0.078742367,0.440025293,0.251279518,0.564217233,0.25628619,0.251839517,0.113414424,0.848880782,0.663004225,1.378079326,1.214006539,0.641904746,1.274980055,0.557660785,0.822396619,0.664254992,0,0,0,0,0,0
C8orf58,0.411482052,0.503388858,0.242612772,0.25420501,0.235029934,0.234016369,0.267914348,0.360258629,0.364000727,4.312433216,4.883519727,3.614833021,3.56513583,3.924637303,2.963788926,3.513118178,3.259734541,3.470378081,0.285828119,0.487368904,0.213250871,0.389726181,0.223488489,0.252783958
CAMK4,0.027859819,0.012393624,0.012319762,0.015298857,0.007488445,0.013580847,0.00763765,0.018762834,0.01577283,0,0.017288563,0,0.011871208,0.004184593,0.014248502,0.012464243,0.017870746,0,0.553475478,0.680579986,0.65550207,0.68394626,0.657716741,0.798700012
CCDC8,0,0,0,0,0,0,0,0,0,0.035476211,0.018183444,0,0,0.070419093,0,0,0.030073218,0,0,0.017352916,0.012148578,0,0,0
CDIPT,40.29019729,44.14352873,40.00809734,35.47603183,33.37148834,26.5769889,43.61022667,41.78180633,37.59406776,33.10612165,31.52719765,29.1828709,29.04363089,32.5727114,24.26622878,28.42263397,27.07569021,36.29902665,32.60156667,31.20915283,28.27693772,31.63808817,33.16496245,28.84289375
CDK14,3.738603541,3.077815229,4.19084002,4.645233992,4.990598774,4.734004075,3.460038352,3.49465206,4.123563322,2.478602612,2.50728885,2.713387762,3.16304326,2.882144991,3.418661783,2.748737814,2.718272611,2.530648081,3.882282727,3.777213189,4.095433296,3.702368727,4.27442995,4.737330606
CNP,19.1157123,20.35980896,18.6266383,20.67099704,20.97077528,18.86629052,25.18635361,25.98227675,27.47614736,21.11379303,19.95697483,18.42615088,21.97093265,22.3207196,18.78838788,17.97474726,17.27556832,20.99680457,18.94673769,18.34510697,17.3195353,17.72527695,19.08524368,16.5953119
COX8A,389.3926917,511.6452134,363.3960242,335.0798541,361.5634682,265.3578133,547.8891796,572.2000649,504.9880521,247.3799307,223.8125775,174.6175336,181.4620301,211.9617549,136.3874702,189.3821187,185.7689636,267.4816062,504.5245282,470.3753049,417.240892,469.9369727,461.0408283,401.6089274
CYP4B1,0.1313049,0.033378198,0.082948191,0.030901875,0.06050308,0,0.030854293,0.090956875,0.063718489,0,0,0,0,0.067619046,0,0,0.028877428,0.012169295,1.031958251,0.949786364,0.979903574,0.972159815,1.271457184,0.995623749
DDB2,5.318386615,5.17975519,5.160302318,4.752938095,5.194190058,6.456224147,4.23602291,4.496362815,3.683363268,7.536967107,7.005241442,6.415303079,6.237525686,5.467725489,5.04390575,6.422070993,5.604119904,5.920857994,4.239495815,4.196932233,4.110302766,4.295796422,4.285192113,4.961100695
DLX5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6.949114195,5.538127395,6.334229516,6.723205677,5.323254894,6.163551245
FAF2,36.14206308,33.33332034,37.49473859,44.32601173,43.38455893,44.96359749,35.78006871,36.19412657,38.75784127,21.43314114,21.83218967,22.9980835,22.85266382,21.51245043,24.91865318,23.7555856,22.84253809,20.87909271,25.26104912,24.21903473,25.63560756,25.05150944,24.36954099,25.7389542
FLOT1,7.601619896,7.744607168,6.239066501,6.443683305,6.88772319,6.70747396,8.896685822,9.567870974,8.902239464,8.789378769,7.958965705,6.608316963,6.562501512,7.230958998,6.668096967,6.994498918,6.769756738,8.732272036,8.973308705,7.649730319,7.84047887,7.348332086,7.250783126,6.679415467
GTPBP3,13.08452868,14.63890867,13.17933392,10.3747818,11.09205298,9.199506986,12.61222118,13.30849402,12.21575169,12.19856039,11.60697246,10.05839603,9.220825322,10.67067274,7.764311943,8.780858298,9.027964062,11.6991548,8.448031834,7.56254044,6.33768904,7.600870557,9.244664119,7.845794683
KCNK12,0,0,0,0,0,0,0,0,0,0.060105246,0.026406114,0.023734532,0.00805857,0.017043843,0.038689426,0.008461142,0.014557507,0.098155334,3.294753768,2.620801676,2.51696,2.974865929,2.194051856,2.351529862
LLGL1,10.96411567,9.81465916,10.79116944,10.24010302,9.289770559,7.201063644,12.84353267,12.87651681,11.72224405,24.7109631,25.07242532,24.17299102,23.94381505,22.8740662,19.00543919,18.68544431,18.86530838,22.24152026,12.12964971,11.85284734,10.70811421,12.38498943,10.78663293,11.21057345
MAML2,0.079860383,0.031579037,0.007847709,0.058472386,0.057241825,0,0,0,0.037677447,0.459268539,0.412981646,0.579070618,0.4007849,0.543780902,0.526426553,0.436685924,0.505436065,0.28783356,0.776628782,0.843414071,0.744978628,0.806805406,0.948458294,0.689024348
MOCS2,8.887815481,10.59338488,9.962809213,8.98439884,9.287247987,10.81855672,7.214514112,6.672819329,6.717052582,4.345629292,4.151222791,4.065634577,3.728878655,3.554640987,4.723063148,5.204524699,5.052060427,4.435414582,2.752981349,2.812373512,3.179038252,2.400446108,2.62327888,2.998160751
MSN,15.3063282,14.04716228,17.34771663,15.37519263,16.70377432,15.18715404,14.49659116,15.49912231,15.17345877,93.69306314,92.69378953,95.94539558,105.1496459,100.6326431,97.32857071,104.808217,102.8947984,97.84470252,0,0,0,0,0,0
MYLK,0.410646725,0.350134545,0.544770579,0.373486529,0.425414415,0.408697285,0.2345355,0.214333575,0.297874667,8.866303343,7.889083292,8.610746394,10.45740233,10.27226407,10.46888046,9.129853937,8.637662567,9.098649564,0.879514282,0.94742678,0.961227798,1.148654757,1.08295785,1.059537341
NMRK1,4.432335082,4.598332599,4.223769094,4.984676342,5.578767525,5.453407443,4.721425343,4.626288662,4.333516706,4.63362461,4.125764647,4.406230488,4.627516518,4.687233298,4.500248395,5.092841501,4.972857519,4.530787692,1.349689252,1.728934094,1.332464827,1.145075012,1.733993122,1.639766698
NRAS,20.32606957,21.26961264,23.08137911,21.84614707,21.23321056,26.0281542,17.97879527,17.1944798,19.96663636,15.80305303,16.26781864,18.04515763,18.75417002,16.52708114,21.74754219,19.14189705,20.30248087,15.291257,21.20607774,21.44393604,25.37247628,23.59658513,22.10799176,25.69539002
PRKACG,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.035428414,0.049606054,0,0,0
PTPMT1,15.549704,15.33320123,15.2010128,12.42830562,12.31557864,14.32782302,14.47736366,13.62953363,11.26555679,7.897807397,7.881341735,6.697916817,7.215640602,6.362236548,7.032332637,10.21845062,8.097905392,7.034652201,6.307705001,6.49665306,6.470829182,5.370096785,5.533444486,5.487773672
RAB40C,14.63201446,15.53319349,11.21617424,10.28444258,9.287917259,8.164264664,15.60181795,16.10072985,14.73646235,9.388318707,8.526548234,7.183318863,7.162261201,8.990810736,6.43195513,7.087248703,6.806600423,9.875083519,20.94088752,20.45016659,18.31213074,22.26505112,21.21414516,18.94338321
RFTN1,0,0,0,0,0.010688581,0.02584604,0.010901548,0,0,0.770315085,0.715624711,0.709763218,0.4292553,0.370316719,0.569450098,0.296512564,0.459138393,0.464367453,0.276223599,0.188396849,0.123651074,0.180782608,0.218858449,0.117259105
RGCC,0.429609235,0.49143726,0.868459505,0.909955217,0.64335921,1.196696745,0.95902932,1.140787602,1.45933899,1.058844359,0.742661286,1.181004219,0.941444392,1.327434086,1.004422567,0.933559733,1.228271973,1.552825727,1.227784397,0.545184815,0.916026364,0.502224616,0.4800012,1.447789443
RHOQ,3.385054794,3.633334317,3.829252099,4.141904743,4.395938698,5.276531024,4.046504062,3.602523738,3.986100335,8.283043705,7.94142105,9.253832125,8.729805936,8.167573406,8.807166863,9.500497041,8.763674637,7.533066657,3.7074986,3.697564942,4.179738656,4.133606713,4.087515404,3.96560737
RPN2,224.1285015,216.1577688,228.6185472,225.2880606,220.8866622,263.6161153,217.6048744,219.2029807,214.9500164,210.8937256,228.7849551,264.4030724,233.7426271,219.2886286,295.2553613,271.8782215,281.2639587,240.5495163,175.5047691,180.483231,182.2803407,164.4688479,164.413843,175.2417301
SAMSN1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.044525901,0,0,0,0,0,0,0,0
SEMA3C,6.000141902,5.25542469,6.085623204,2.185218502,2.540335888,2.626847445,1.696050386,1.934622909,1.927301499,46.2591651,48.15367077,50.46945349,40.10338754,40.68150251,51.74896212,55.32948367,55.03990486,42.74506914,0.716962351,1.003408183,1.011821198,0.876285901,0.891543212,0.804690075
SHISA4,7.168590026,6.603473177,5.315335273,4.204938148,5.079867726,3.282691328,7.295202535,7.256406821,5.964758572,10.19138494,9.503630145,10.05668118,10.42874031,10.86523046,7.776940196,10.30180429,10.03267353,11.41530094,13.73141366,11.19221334,12.42878841,12.5751112,12.83668729,13.06030182
SEMA3C,6.000141902,5.25542469,6.085623204,2.185218502,2.540335888,2.626847445,1.696050386,1.934622909,1.927301499,46.2591651,48.15367077,50.46945349,40.10338754,40.68150251,51.74896212,55.32948367,55.03990486,42.74506914,0.716962351,1.003408183,1.011821198,0.876285901,0.891543212,0.804690075
SIAE,9.436316358,9.182268414,10.00639171,8.211009576,8.277965688,8.154764728,8.249847597,8.100385788,7.953749733,5.0160614,4.974480732,4.903261406,5.374484638,5.57068282,5.338287133,6.92419194,6.29386033,6.411225873,2.765389704,2.967913521,2.651995913,2.610965701,2.577025048,2.222652781
SNAP23,7.377839088,7.707842774,8.65547079,6.664418158,6.977110379,6.540013148,5.481461337,5.29905656,6.412217392,16.31186742,17.9481033,18.3826225,16.40449156,16.60785934,18.46315163,15.12656922,14.65906983,13.65849528,1.64776345,1.439354987,1.632435056,1.492904342,1.689682965,1.433378347
SNX7,6.697557194,7.80915812,8.033092865,9.572554745,9.987618419,12.13515342,8.22475149,8.156195831,8.700409818,12.99634188,11.67153664,14.14964332,14.64722089,13.69792741,13.70147548,13.24449183,13.79480476,10.03934492,8.71833841,9.888761041,9.642761807,7.897153397,8.743643849,9.889784081
CXorf56,9.923116954,10.44187774,8.754442085,8.234271754,10.33307015,8.742843776,9.873971804,9.603647568,10.23719029,7.364173956,7.845549992,6.867298714,7.01582849,9.097382573,7.51857009,5.897432634,7.4873687,8.313373987,11.53923014,11.75317031,13.59186664,14.52514914,14.22308464,12.90852061
TEAD1,5.386443461,3.930600172,5.34363669,6.24174281,6.410426565,7.168943617,4.206567627,4.472478349,4.559253469,38.32421231,38.20884736,43.07965106,38.06693996,36.16254321,39.96903612,38.17178808,37.70201473,30.21283699,18.78179561,21.48994965,22.56730185,22.84465852,24.58995214,25.92654117
WASHC4,5.575767553,5.114261491,6.761430512,8.177736878,7.946039769,9.967420568,5.470444556,5.256073822,6.087958963,9.768078474,10.90763819,12.16750384,11.15500585,10.1830875,14.93439225,14.54113485,14.08933776,9.259066444,3.744186842,4.208999574,4.499165388,4.41267848,5.009521483,5.173822336
YWHAZ,69.07952104,74.33680126,75.08940959,81.60034306,86.4297673,103.1582102,66.70475014,66.26979517,73.29396629,103.638878,109.1083397,113.6635026,108.1271126,101.6015676,126.3422029,118.1094988,119.3687661,97.90861604,237.8209315,230.1153936,259.9137831,233.0037759,229.267154,237.0354084
ZNHIT6,4.769324415,5.648707176,5.461823451,5.397515902,6.113903074,6.27923354,4.400206223,5.205104806,5.123365093,6.468314765,6.317672451,6.164492859,5.827471138,6.208459655,6.952768298,6.729534056,6.495116936,5.745308197,2.760766478,2.661500332,3.061112607,3.150430088,3.037591556,2.554287558
ACOX2,0.611801051,1.000385553,0.979799739,0.503943868,0.173335074,0.515866135,0.598361837,0.481074552,0.659977211,1.321277761,1.092795022,1.39726221,1.338685932,0.983509561,1.657507421,2.35246538,2.456469803,1.984553292,0.124047011,0.205638635,0.102832326,0.13531032,0.129322845,0.178780347
APOBEC2,0,0.146591479,0.097145231,0.045238627,0.044286573,0,0,0,0.046640163,0,0,0.183799999,0.140412355,0.049495262,0.112353958,0.196569024,0.042274949,0.071260687,0,0.195148691,0,0.24968209,0.190906935,0.053982882
C6ORF58,0,0,0,0,0,0,0,0,0,0.07488651,0,0,0.035141253,0,0,0,0,0,0,0,0,0.037493031,0,0.081062357
CACNB4,0.006636865,0.007873208,0.001956572,0,0.005351772,0,0.003638936,0.0017879,0,0.154680453,0.13385265,0.144372474,0.126317393,0.143549077,0.149350472,0.15044334,0.143043018,0.124865813,0.031349165,0.025547787,0.033019779,0.026149598,0.038449969,0.021745047
CBLL2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
CCDC87,1.18197792,1.441110649,1.819690298,1.189957595,1.094313849,1.109679322,1.872197492,1.804334962,1.728705999,0.715518823,0.448239525,0.842406056,0.671528894,0.493153101,0.582116438,0.391708704,0.387515489,0.610613781,0.711566529,0.583317548,0.721460631,0.616960295,0.817915248,0.645439373
CHCHD3,23.67756313,24.83978648,23.50119697,24.71334195,29.17464531,26.75182758,19.36714449,19.9401987,20.73397408,15.10363478,15.5343263,15.44379762,15.46370932,16.23651054,16.63648129,17.20972417,17.35977382,16.76071948,16.67773305,18.60880537,17.47745168,19.04715994,19.50234357,20.93498045
DOCK11,0.329190233,0.225939761,0.299457656,0.147198859,0.28820207,0.339280709,0.232061379,0.197630347,0.135784565,2.519439138,2.503898934,3.493895508,3.55884003,3.356605014,4.819894523,6.017312424,5.306748405,3.856368424,1.944311651,2.715378913,2.602915514,2.001127096,2.525582863,2.930601418
FICD,10.96389045,9.584329299,9.894184178,6.217861399,7.219471626,7.499521155,6.851429121,7.712772529,6.207203947,2.246169919,2.837351771,2.977562309,2.760899434,2.761438241,3.379085704,3.041621544,2.444593501,2.215665862,2.713772381,2.239923674,2.381992313,2.728008489,2.607294238,2.588275434
GOLGA2P5,0.568682642,0.438091142,0.576551353,0.36560156,0.576007246,0.513864077,0.473409456,0.554871863,0.512386831,2.103320937,2.25941511,2.471802481,2.228148179,2.250011699,2.113943108,2.482182635,2.07125453,1.835687816,1.809404882,2.568977836,2.505840452,2.799748417,2.880767851,2.815300564
GPR50,0,0,0,0,0,0,0,0,0,0,0.058259035,0,0,0,0,0,0,0,0,0,0,0.02845387,0,0
GUCY2C,0,0,0,0,0.024325385,0,0,0,0,0,0,0,0.025708203,0,0,0,0,0.00978538,0,0,0,0,0,0
HEY1,0.372307711,0.435851397,0.502574501,0.096843756,0.36342171,0.133728821,0.370662783,0.269214681,0.149766102,0.640551258,0.528954471,0.524621945,0.233788457,0.423824274,0.440952716,0.526001892,0.829577081,0.584775009,3.88741304,4.316863269,4.228623978,3.367364675,4.308173611,3.563188139
IL4R,0.61237152,0.745563666,0.703114203,0.743346602,0.736365879,0.79603519,0.715694803,0.876925888,0.410558671,7.853060935,7.280201047,6.768355319,7.498434979,7.677847322,6.516520011,8.968904388,9.907009348,9.548677782,0.286566492,0.238587848,0.314021331,0.351659656,0.392115188,0.464634444
IQCF1,0,0,0,0.068243328,0,0,0,0,0.140715143,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
ITGA2,1.256913253,0.940220223,1.260316661,0.408854977,0.387339249,0.530753799,0.401641152,0.549953496,0.435119166,6.833394047,7.802327927,8.278891078,9.23785023,8.203369496,10.62102767,14.46304022,13.92090629,11.52512111,0.433764804,0.533378001,0.617374236,0.545942412,0.779198165,0.637395903
ITGBL1,0,0,0,0,0.008253537,0,0.008417986,0,0,0.195176605,0.228659164,0.145580254,0.191899916,0.184485253,0.136103649,0.06410932,0.149694117,0.059762748,0,0,0,0,0,0
KATNB1,14.15958883,13.94994972,12.97493873,10.94646253,10.50444404,10.49162552,15.15602533,14.64744921,12.42353889,8.717953331,7.663813039,8.506533883,7.310801236,7.556864303,6.895527743,7.849068588,7.507184753,9.401232813,4.709614776,5.203083747,4.604820761,4.685063986,5.222041023,4.277164235
LCA5L,0.403883775,0.359340701,0.378847594,0.282275018,0.345418118,0.357966403,0.201314556,0.336296829,0.291020167,0.300060749,0.262024661,0.41983087,0.365053999,0.19853685,0.475715141,0.262827819,0.348569848,0.222322307,0.153027339,0.152208423,0.167450447,0.08902508,0.127628586,0.108268862
LIMD1,4.797396724,4.445783272,4.886797519,5.857631321,5.734356511,4.769557794,5.774786505,5.783408274,5.988286335,1.942633227,1.95891178,2.148749735,2.005945643,2.25161661,1.775132263,1.700094881,1.723544613,2.018820446,2.909805113,3.641418233,3.302944936,3.727196569,4.030303541,3.852757763
LINC00639,0,0,0,0.016526553,0.016178749,0.006520301,0,0.02161974,0.011359041,0,0,0,0.005699486,0.01205439,0,0,0,0.01301646,0.005574737,0,0.008318408,0.012161832,0,0.013147333
LONRF2,0.952768632,0.561090557,0.778437784,0.21301734,0.190241868,0.274244793,0.141792895,0.194332489,0.211910966,6.719316141,6.668407793,6.93513226,9.987094546,8.897196911,9.258315297,10.66463142,10.11026059,8.232716579,1.603501286,1.708843123,1.450281938,2.260625551,2.227618668,2.118265345
MOBP,0,0,0,0.005637075,0.005518442,0,0.016885185,0.01106148,0,0.006214194,0,0,0,0,0,0.006123496,0.005267778,0,0.011408989,0.030396252,0.012768041,0,0.011894223,0.0269067
MYLIP,6.152657922,6.86551077,6.624406691,5.508671672,5.044286756,5.175947151,4.484769958,4.85596806,4.403669414,8.389592769,8.332066032,8.33268545,9.820332847,8.845779636,9.513732309,8.027784257,7.175223104,9.077850718,21.98947734,20.911529,22.66372575,19.72023609,21.65508884,20.04397405
MYO1B,1.167067211,0.991157074,1.37231269,0.912161246,1.042683289,1.05377854,0.987107588,0.948544816,1.047414859,10.42277172,10.67210422,12.37189164,10.64094306,9.842444048,12.68369288,11.75398947,12.11740268,9.399769058,12.03861084,11.85755526,12.4788133,12.49260098,13.01162034,13.24419295
ORC2,5.875827505,6.192339845,6.337605952,7.759995578,7.404364056,8.83597696,6.000501262,5.633549478,5.643555658,10.53310679,10.42418085,10.82077184,9.386637769,9.027507923,10.44579661,9.477241269,10.54781372,8.882917824,6.858779286,6.481163809,7.56456174,6.554979148,6.990333597,7.086144309
PDIK1L,2.425973199,2.886116191,3.187684423,3.220097371,3.666539736,4.662787152,2.724887439,2.55437224,2.637051158,2.492390565,2.451734373,3.781060227,2.44548439,2.323737411,3.318063695,2.914965602,2.955788432,2.22140347,18.82367148,18.4963513,21.16511391,18.98247514,19.04601251,21.22921812
PIGO,20.25402696,17.96573782,18.76476747,15.8682991,13.99503546,11.64470973,19.48795459,18.64030054,18.16694095,13.93069587,13.73433135,13.42175371,13.49213806,13.31303241,12.18135417,14.76162849,15.10508709,16.08267045,12.78077524,13.04478712,12.4108418,12.89824682,11.96224073,11.89494367
PRCC,32.01845348,32.7147339,29.75943104,25.83657884,27.22111012,19.4078873,28.29985187,28.93825785,27.99524491,27.17042072,24.0078455,24.43703613,25.63231966,27.45597363,20.69555213,22.59174896,22.72162737,26.86688081,26.45622541,24.51135392,24.93383561,25.93586665,23.07448656,23.6876514
RCC1L,29.94978391,35.10450191,30.99138932,32.26432674,29.17997521,25.55671957,32.462452,34.06641338,32.16363857,27.0449972,24.26025051,22.48641431,26.52492899,25.71481733,18.86164828,20.40895698,19.65588677,30.94359486,21.93842869,20.79679976,19.75945931,18.94433702,19.54615625,20.1980889
RFX1,4.500470819,4.123492264,4.336223503,3.285120335,2.940609626,1.795506895,4.293169831,3.922979554,4.029060344,7.597289187,8.049143755,6.938866653,6.870362351,6.649869372,5.539052292,5.882175406,5.707958267,7.690957145,9.790236237,9.599165699,9.162620133,10.75680352,10.19602522,9.97409513
RHBDL1,2.583584197,2.686732368,2.077226988,2.211025886,2.380943933,0.817806295,3.063074706,3.986122285,3.048865448,2.802997303,2.030098525,1.45976613,1.372523317,2.479544474,0.549126987,1.62122494,1.007261252,1.850262567,1.985754445,2.295042869,1.940599908,2.288089855,2.507578808,2.407539107
RNF227,4.344295345,4.121540401,4.41062172,3.450619098,3.449492324,3.565543685,3.281243743,3.528831215,3.783397004,1.187457956,1.299797465,1.279559269,1.171120439,0.978780948,1.655034468,1.01146549,0.870119845,1.351679315,3.288656958,3.366879432,3.266876984,3.224505871,3.274435486,3.224360431
SLC17A7,0.052775029,0.046954637,0.074679687,0.034776864,0.085112448,0.051452565,0.008680829,0.034120851,0.053781426,0.431294532,0.422472846,0.42388472,0.377793403,0.570736813,0.302299495,0.349444191,0.40623198,0.38346793,0.008798199,0.037504783,0,0,0,0
SLC6A5,0,0,0,0,0,0,0,0,0,0.008068669,0,0,0,0,0,0,0,0,0.022220585,0.039467273,0.049735055,0.048476371,0.015443765,0.09607496
SLC9A1,12.34686934,9.478115231,10.95580241,9.716307752,8.870025026,7.20258835,11.45531008,12.58425194,12.10571582,8.403916475,8.82386918,8.366534431,9.756879434,8.726977378,8.151610632,8.956907956,9.55104042,10.2741462,12.99661149,13.79603594,12.74889612,15.08592489,14.05481048,15.04462396
TAS2R7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
TEX101,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
THNSL1,12.03603784,12.116878,12.1321573,12.2772489,12.72351846,15.43158244,10.21076724,10.26012845,10.75336757,0.718629233,0.583198161,0.579372689,0.913315105,0.757804214,1.045618563,1.047458089,1.053378385,1.091046847,5.909686464,5.96105702,6.664924045,5.621754417,6.232670767,6.709337229
TIMP3,0.096132416,0.012218611,0,0.033936341,0.022148097,0.107112548,0,0.044394912,0.046650295,0,0,0,0,0,0,0,0,0,0.011447407,0,0.017081381,0,0.035802827,0.080991914
TSPY26P,0.078022624,0.166602609,0.096605669,0.257070647,0.037749083,0.152134985,0.166838631,0.239610331,0.212027952,0.410914537,0.406705875,0.287224363,0.50533659,0.351573971,0.159614176,0.279253206,0.58856205,0.455560023,4.305403343,3.992190161,4.367010408,3.901783441,4.122383379,3.543081361
UGT2B4,0.353150448,0.448860848,0.312330059,2.015465676,2.868041565,3.516788977,0.829840131,0.693125747,0.878290468,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
VSNL1,0,0,0,0,0,0,0,0,0,0,0.015525495,0.041864208,0.014214127,0.030062821,0,0,0.038515937,0.043282877,0,0,0,0.045496161,0.014494319,0
WSCD2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
XAGE2,0.302458996,0.089700581,0,0,0.243893996,0,0,0,0.085618544,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
ZBTB39,2.591892161,2.189392545,3.14856405,2.633388976,2.919529419,2.399121138,2.305851405,2.926035846,2.783490559,3.690556083,3.867700937,3.687340868,3.70431299,3.290171463,3.022541945,3.329873943,3.384666791,3.382648649,5.968668434,5.482812696,5.105395291,6.35472787,6.029710879,6.046892332
AJUBA,8.754350575,8.400501318,7.799441497,7.644551557,6.591520159,5.152404778,9.496804674,10.50396061,9.514220682,33.80631566,32.97530655,30.39400802,23.50758117,25.79821719,17.11806575,18.36727103,19.01690284,25.26833744,6.052688476,7.290005682,6.873894525,5.967431654,6.599484066,6.514334956
AR,44.84204185,33.75151677,44.81398948,60.02712208,59.32596505,60.08744826,53.40856209,51.85059996,57.87719163,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
AREG,0,0,0,0,0,0.037533424,0,0.031112938,0,45.51489891,49.56027241,51.37459039,46.39120452,47.77489442,58.67415173,76.88674087,88.6342714,78.3745611,1.34779621,0.923361126,1.101332956,1.715203435,1.338208785,1.513624773
AXIN1,8.353598846,7.253214917,6.646244428,6.542386581,6.709042637,6.844130494,8.346460909,7.950852162,7.549926599,12.64989347,11.25774488,9.99947472,9.8208168,11.4436959,9.694236982,10.02624603,9.528976611,12.90114849,9.857543234,9.745187604,8.538549894,9.959496246,9.985253384,9.579415291
AXIN2,1.463973778,1.394099909,1.406022111,1.705194209,1.429518001,1.215425579,1.937730006,1.793190572,1.80658691,1.173558464,0.979451691,0.976048829,0.916215809,0.639059321,0.666836088,0.552630321,0.55463785,0.786523559,1.601651078,1.574792033,1.735538763,1.611888305,1.510744985,1.585115952
BBC3,2.70059512,3.448398321,1.835556841,2.945396094,3.568975706,1.43835564,4.586097696,4.385275127,3.418882583,3.428590589,4.073292866,3.410133432,3.175181759,4.664791363,1.125406219,2.19270103,2.078763605,3.504063896,5.294253594,4.975674068,3.716676723,3.887870148,5.34558298,3.342667874
BIRC2,10.2380902,10.33755651,12.17570357,10.63912286,9.785358617,11.1782355,10.35889325,8.961720788,10.86212544,12.62760557,15.43748721,16.51305306,14.92997672,13.8651496,16.0365194,16.22496863,17.01757934,12.58729945,9.347903935,10.53197937,11.98814806,10.0698572,9.624266477,10.29630561
BIRC3,0.159758536,0.164582311,0.17847432,0.159297974,0.216967683,0.237731656,0.186714029,0.169883762,0.192795469,2.16836191,2.191494411,3.1023951,2.593974135,2.288461287,3.199442595,2.46023077,2.543599013,1.827417674,0.238300355,0.261424748,0.209166258,0.206421131,0.270356267,0.157030014
BIRC5,43.26384582,55.63782574,45.51700982,49.77668379,51.00056797,54.8610958,44.58967032,47.25756034,50.92481034,53.84965276,51.160595,46.71928593,38.67736529,43.40996523,38.35515265,42.06251226,40.82719571,48.83638736,44.04616183,39.75676304,41.62107252,36.88158543,34.99038889,33.71376007
BTRC,3.192719295,2.772565876,3.29710592,4.062897984,3.383867837,4.286972007,3.388396747,3.545915191,4.09947493,5.129850507,5.703535701,5.990238757,5.873488655,6.39211134,6.531480637,6.260989464,6.092425579,5.320887791,2.868481618,2.921062809,3.251792013,2.798659477,3.164925496,2.809338392
CCN2,0,0,0,0,0,0.026360087,0,0,0,21.75228907,25.09200174,26.55733108,26.49797742,25.14630269,30.06206027,20.34613415,21.66529673,22.6277066,3.020010025,2.52188784,2.841686435,2.458375413,2.608047579,3.0030691
CCND1,67.51980663,62.5418636,65.89627538,50.3016629,49.24305617,53.34876566,49.79365505,51.584569,53.69394161,73.15891087,74.5205424,74.88697892,77.505866,72.11361253,75.57019092,78.1689996,76.19130083,75.64446637,0,0,0.040696478,0.059499811,0.011373389,0.012864244
CCND2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.005482957,0,0,0
CCND3,14.03826337,15.40825805,12.74259498,9.264469627,8.482817244,8.325848258,13.24260446,12.60799581,12.80284783,3.93139342,3.275147049,3.402822902,3.35426571,3.869595592,2.683987662,2.625364764,3.378550135,4.34866328,10.47883096,8.995240847,9.383148989,9.651767409,9.100299473,9.343591446
CIZ1,10.45321263,9.028533786,9.174165362,7.891339669,7.918836698,6.311921208,9.96116124,10.023486,9.871709756,21.4277623,19.61613204,20.13899659,19.19289855,19.58843614,15.65523759,17.05994627,17.53720569,20.05693139,17.59647694,16.93021566,16.4398974,17.40178434,16.97311492,17.21027074
CLTC,79.7918315,67.97444996,85.21625903,89.29181154,85.09996447,91.94495291,84.26548367,78.86268198,89.86294815,64.8835268,71.16575372,78.64006657,81.26246017,72.77559807,82.2176856,74.1776614,77.87574629,67.73874412,51.04967119,50.76920736,55.66434471,52.97521108,51.87954838,55.57754324
CSNK1D,31.82969197,30.49136756,29.485907,29.15367233,27.5978098,21.43819739,37.62065082,37.44480144,35.29399014,22.79315575,22.48227182,19.96082795,23.10259333,25.08264678,18.85291599,18.91463716,18.37328025,23.48337683,28.09908436,27.42693234,24.63031171,29.25126569,27.52957675,26.7540832
CSNK1E,11.27446658,11.75090535,10.96480528,10.80407923,10.8296978,5.791985422,12.8017654,12.53875326,11.49118474,29.42626209,27.01853672,23.90395353,23.77040742,25.42902671,13.02303972,17.45964722,18.29171944,25.3311892,11.41415878,11.2739611,9.692876902,11.26346849,11.78527868,10.8232653
DLG1,4.617305561,4.32214597,4.76588272,6.247604157,6.322456744,7.275543144,5.034989316,4.86429513,4.958980347,6.73117387,6.807739957,7.496151717,6.932478287,6.86643591,7.508213432,7.415486879,7.366971806,5.815110173,12.03979632,12.01652943,12.96096782,13.58094683,13.4910922,12.75569967
DLG2,0.128876514,0.087683568,0.201140783,0.128011995,0.073356856,0.077605536,0.102875396,0.064330296,0.070817425,0.03097707,0.059981269,0.050741452,0.041993765,0.037576273,0.062034853,0.111924825,0.05835398,0.049182138,0.078989647,0.17845919,0.120222624,0.099947694,0.105406911,0.111772436
DLG3,8.032265594,7.660953908,7.913657921,9.143617484,9.501731993,10.50135607,8.997417721,8.451823777,8.942590393,2.538167405,2.003755462,2.069840221,2.368431119,2.359835968,2.423711857,1.969274445,1.978489113,2.18861763,10.90003171,10.8383711,10.59996921,12.00659306,12.11049194,11.28996755
DLG4,2.585662359,2.22417794,2.248855139,1.367730712,1.383413457,1.033437012,2.413779483,2.371899395,2.107351458,4.818148847,4.625429663,4.142082721,4.657692532,4.356748809,3.246459827,3.503304139,3.150514267,4.130070379,0.980609037,0.832758311,0.884033068,1.069647077,0.947771423,0.975647582
DLG5,10.18008746,7.616845086,9.323678559,9.325460199,9.173377933,8.711440691,10.45246189,9.825927589,10.43366103,10.01489809,9.354149803,9.467009597,11.23285545,10.51284744,10.00822996,9.212447092,8.812919522,10.61444252,9.972263172,11.02750529,8.980753317,11.68021016,11.43576751,12.03438817
FBXW11,29.42502472,27.48075489,30.43462378,27.67338553,27.27379484,27.63785831,29.17824736,28.91016241,29.81095852,19.48344368,20.76390853,21.19520984,21.50225004,19.36763701,20.62571476,22.04902094,21.04432876,19.24413582,15.45719721,17.64064388,18.94091601,18.5611884,18.66575701,18.80629249
FGF1,0,0.011293627,0.011226321,0,0.010235712,0.012375478,0,0,0.010779684,0.03457862,0,0.021240341,0.010817578,0,0.012983876,0,0.009770776,0,0.222196925,0.281897771,0.213141677,0.196206002,0.198554713,0.411733293
FRMD1,0.064643265,0.01278088,0.031761777,0.147908362,0.115836485,0.0840312,0.124051718,0.156727759,0.018298884,0.071742485,0.026743154,0.042065578,0.00612107,0.032365098,0.014693717,0.01928056,0.005528743,0.004659757,0,0.019141246,0.040201702,0.032653572,0.037450383,0.028239653
FRMD6,0.214830689,0.256841266,0.279060407,0.248846079,0.308571492,0.255263956,0.242941515,0.184470383,0.239451863,8.625926257,7.892626625,9.739652926,7.420495712,6.631061454,7.114215386,5.184116594,5.059116272,4.381540861,5.293863996,5.438878584,5.878549254,5.292311011,5.769881313,6.037901625
GLI2,0.008611079,0.00766139,0.022847193,0,0.00694372,0.008395298,0.021246213,0,0,3.675008813,4.192095061,4.005718306,3.544469951,3.732749111,3.021152166,3.112838259,2.744122759,3.296037339,0,0,0,0,0,0
ID1,4.511618702,4.607030565,3.944781846,3.800705082,2.356455127,3.348906827,3.584027702,3.190375709,3.657224234,173.0394936,185.9261726,205.5057283,218.8067099,197.8900445,200.6391101,157.1645874,160.7742036,181.936395,6.025653151,4.007749522,3.602876066,4.894619466,5.613639334,5.895955185
ID2,2.428009069,2.973495217,2.071568284,2.611718128,2.349449707,3.564674623,3.007073645,2.908729347,2.71688958,9.804515489,9.625245472,11.35201701,12.97493489,13.51502452,15.04733255,11.42500829,11.65340592,10.78541613,19.76263145,19.76682963,21.35290708,16.88202944,19.63505434,18.64309678
ITGB2,0.05521671,0.139193258,0.081390422,0.090964611,0.0964711,0.116638298,0.113530683,0.11899827,0.062521854,9.150321508,9.217293411,9.447390872,5.066387387,5.979717909,5.290253743,4.141950299,3.853574878,4.955413633,0.015342092,0,0.00572322,0.016735134,0.007997302,0
KCNH2,2.51548973,1.821454897,2.032109219,1.4172276,1.132752114,0.881185226,1.647900963,1.663312156,1.618345349,1.374448043,1.642091859,1.202631417,1.262106712,0.902868605,0.835396677,1.032842394,0.972331116,1.257514825,12.7079034,14.86800227,12.31191508,14.23801259,11.65857637,12.95133494
LATS1,7.153625406,6.113001635,6.971926331,9.595974719,9.117907528,9.637833699,7.383339371,6.785991254,7.743931142,4.859981946,5.231444516,6.041191275,5.982202355,5.440637833,6.456833249,6.307690972,6.090903204,4.660287,6.825442192,6.870471422,8.106065654,6.71420191,7.380957369,8.487492282
LATS2,2.97318325,2.615220197,3.037886976,4.564096301,4.731404473,4.337039646,4.205099915,4.441595058,4.428139848,24.62505399,26.70044873,26.35471122,28.9752681,27.55584544,30.45791094,25.42451183,25.11376764,26.21517296,0.760392929,0.860368268,0.693384467,0.911355198,0.851454114,0.752740458
LEF1,0.165080213,0.157365037,0.166855678,0.271954947,0.114099262,0.160943547,0.135768099,0.123883004,0.160217354,0,0.010975867,0,0,0,0.012061127,0.031652343,0,0.038248951,2.132858381,2.272976272,2.515256437,2.315797893,1.721474177,2.051440134
LIMD1,4.797396724,4.445783272,4.886797519,5.857631321,5.734356511,4.769557794,5.774786505,5.783408274,5.988286335,1.942633227,1.95891178,2.148749735,2.005945643,2.25161661,1.775132263,1.700094881,1.723544613,2.018820446,2.909805113,3.641418233,3.302944936,3.727196569,4.030303541,3.852757763
LLGL1,10.96411567,9.81465916,10.79116944,10.24010302,9.289770559,7.201063644,12.84353267,12.87651681,11.72224405,24.7109631,25.07242532,24.17299102,23.94381505,22.8740662,19.00543919,18.68544431,18.86530838,22.24152026,12.12964971,11.85284734,10.70811421,12.38498943,10.78663293,11.21057345
LLGL2,10.60625685,9.69963945,8.977366597,10.7970972,9.345312355,7.792373544,13.70566121,14.52720487,12.41445073,11.98958686,11.0407095,11.65565406,15.41424901,13.19601627,12.0915034,9.855032405,9.880578756,11.8639629,19.09425436,17.87784327,16.273878,20.08672685,18.21160197,17.71562013
MOB1A,11.64157162,11.19605322,12.96974821,15.85537306,16.47151734,19.52250932,9.009357819,9.471802653,9.594554976,40.63492625,44.77993848,45.80106902,46.76953124,43.04524516,53.2739725,43.73072461,42.81793949,34.42591636,19.44055513,21.0490439,22.45224713,20.39356012,20.1564893,20.65675928
MOB1B,7.283141149,6.729133534,7.743521339,11.40669285,11.34618368,13.18589575,8.116526676,7.871216355,9.649611697,5.263289577,5.535832911,5.871152761,5.741563992,5.055428371,6.531357319,5.964119957,5.694605228,4.105246341,2.275095695,2.379894943,2.796251748,2.834330036,2.883679517,3.000463152
MST1,4.047457698,3.404653946,3.579615175,2.899494046,2.739572196,1.78169431,4.075233142,4.34154071,3.239301367,1.659424911,2.374671709,1.92918676,2.090474978,2.00065917,1.191826109,1.942492125,1.482223372,1.806245501,1.686893338,1.666970798,1.395856046,2.029643136,1.950489935,1.555165756
MYC,73.55652352,72.04506447,70.5180498,81.51218967,75.79357075,62.83989314,74.79726183,76.92093019,72.74819421,17.01729779,17.98366417,18.4025038,18.41551123,19.47436636,16.82788512,19.98944886,19.27656531,23.11762612,1.574795087,1.678251073,1.663761527,1.868247329,1.593837608,1.626552276
NF2,17.86443456,16.4192108,16.57094341,15.74346446,15.99138891,12.58110017,14.94557006,16.05467184,17.54568593,14.17152743,13.12633111,12.72127486,13.48246068,12.32325553,11.13525455,12.67917409,11.69067055,13.79223033,5.182276079,6.214015338,5.754389554,7.145724427,5.915454899,7.321289589
NKD1,0.477045041,0.401753601,0.42834505,0.581917966,0.625463967,0.635506017,0.455233688,0.591541932,0.562836254,0.479467363,0.572857573,0.39303013,0.446886444,0.426636097,0.439532515,0.407301233,0.355989703,0.415798865,0,0.003234866,0.002264693,0,0,0
NKD2,1.286742068,1.455294055,1.215161663,1.095825164,1.020004491,0.744193853,1.999940482,2.185559136,1.620578705,5.733119766,5.440591853,4.607325711,3.670736307,4.726946908,2.799652475,3.122317711,3.122468446,4.987479825,3.96306579,4.019997396,3.322972414,4.293162296,4.008428165,3.708550413
PIK3C2B,7.621394817,5.759246093,7.055195645,7.090854434,7.531826913,6.664459341,8.427443475,8.145554986,7.641277712,4.109617988,3.325233107,3.550616133,3.113035677,3.558296067,2.919096418,3.593001551,3.137421843,3.415365633,5.317377633,5.481788719,5.119767422,6.905277268,6.13873073,5.97318236
PLCG1,12.50742135,9.745463899,11.40374954,11.25246222,11.8621534,12.28827,11.97922235,12.63092839,12.0585483,8.165133181,7.367256876,7.858438952,8.475365221,8.178447145,8.138094351,7.12518688,6.719578477,7.652789,13.17742107,14.22102647,12.21518605,15.51679397,15.87447064,15.09741903
PPP2CA,30.27470275,34.47704454,33.77699252,33.4817395,33.61709612,38.45319806,31.31994425,31.83106708,31.22263997,25.79787015,26.88444755,26.64146717,25.08086971,23.72639722,28.20800563,27.66815572,29.75214134,24.61342907,39.62213591,36.74120095,40.60844977,35.63263565,37.953168,37.7763592
PTK2,7.373885181,6.581106162,7.693224385,8.839944397,8.412798772,10.05039779,7.664873743,7.375745195,7.574661755,9.97052957,9.938248544,11.29585214,10.48656455,9.97849616,11.78197466,10.72230602,10.83856544,9.185736995,28.62767871,29.19257987,31.25971076,30.23994965,30.16104176,32.6089761
RALGPS2,1.790762896,1.581009389,1.906615411,2.75155643,2.821389553,2.759847641,1.801335364,1.914805078,2.175856581,6.197854151,5.962378644,6.961129588,5.728766967,5.505724993,7.31278835,6.434026717,6.404383054,4.812414041,2.158678096,2.502397111,2.561457102,2.429832758,2.507858378,2.559028573
RASSF1,13.42201831,13.68261438,12.9331612,12.54026285,12.1102673,10.32463682,12.77504295,13.44114418,14.86735913,6.265274238,6.75807965,6.806713333,6.304272012,6.697691287,5.354659068,5.897390965,6.803994109,7.538453931,16.166828,15.94817311,16.00051165,15.34067642,15.76559285,14.12066428
RASSF6,0,0.008482996,0,0.023560932,0,0.009295608,0,0,0,0.034630775,0.088750566,0.055839992,0.162508417,0.103111396,0.156041515,0.187689323,0.242191463,0.228867187,0.405326259,0.220211906,0.367630993,0.372775737,0.364566019,0.374867553
SAV1,5.967608619,5.451995624,6.423115495,7.345835824,7.352721481,8.590437668,4.864063674,4.779670126,5.37395144,35.42223658,34.7333351,36.90463318,29.74027583,29.44102557,34.02998507,26.84191543,30.50017506,24.28585296,13.49860567,14.69373822,15.92438159,13.82599678,15.60412207,13.97529593
SCRIB,11.12600791,9.427995772,9.909965382,9.091204462,7.982365321,4.57232184,10.80639145,10.85878072,11.01972575,16.67031559,16.40731802,14.5196965,15.27863998,17.1201391,9.523365207,11.47810115,11.17263586,16.13397341,54.13570257,53.61835907,46.26591473,55.56961959,53.51047964,49.30189675
SHTN1,9.506602934,8.567198998,9.87113627,11.63553712,11.14975648,13.97352277,9.374739757,9.088265749,10.2590667,17.57768889,19.32389767,20.83620338,21.15169537,19.19909325,26.7743825,21.5091939,22.29491787,14.68566446,10.2613559,11.30293912,12.78666386,11.7154637,11.75624202,12.56691003
SLC35E1,31.71978514,27.2254563,29.77259278,27.1785895,27.13846394,23.78385493,32.7039836,31.04943961,32.99533459,12.66373141,11.83456625,12.99702432,10.98287166,11.85681961,10.18186149,11.72566345,12.13789591,12.69051684,16.17521102,18.87990581,17.56770427,16.92583372,18.1452403,18.73241572
SMAD2,1.948861902,1.789512553,1.996791081,1.835431916,1.939541792,2.153814315,1.881132712,1.774161798,2.007247861,5.346728447,5.581118272,5.698873482,4.927798054,4.601189643,5.316417114,5.274903005,5.731990343,4.641915034,3.779862655,4.011222793,4.281388849,4.208276269,3.927050939,4.365059734
SMAD3,1.040989788,0.758350601,1.112209827,0.984075132,0.878859399,0.78331526,0.614818171,0.835647859,0.884034178,25.8391111,25.29123336,27.97569858,30.40693587,28.63563463,27.79195226,26.53722565,25.23808398,24.27181306,1.700506721,2.203214274,1.859623961,2.083598146,2.361750671,2.073890106
SMAD4,4.505834536,3.756768098,4.741074158,4.870831878,5.126329612,5.926304438,4.160246381,4.534659625,4.468220969,6.085723527,6.43635228,6.211942848,6.375711271,6.014439801,7.087252239,6.187077604,5.758742612,5.117123263,13.33845619,13.19099588,13.58500384,13.54896579,12.53898332,13.41198325
SNAI2,0.751399963,1.011366531,1.090537385,0.587192138,0.528226374,0.788922603,0.126764972,0.264701787,0.261787636,0.052484465,0.125538365,0.048358839,0.032838488,0.052089954,0.177365841,0.172394809,0.118643015,0.087495788,0,0.017114915,0.071891737,0.035036158,0.016742905,0.01893761
SOX2,0,0,0,0,0,0,0,0,0,0.045701043,0,0,0,0,0,0,0,0,79.60498013,69.94664744,70.44064666,76.35355846,80.43204815,68.66433452
TAOK1,7.922216933,5.352620671,8.066687136,12.38877649,11.93292311,12.52197256,8.814942579,8.454400464,9.999928284,13.94785066,13.42822713,15.25915875,15.88861444,14.49053655,16.13446176,16.33257353,15.62916825,10.92164881,5.83712781,6.9051606,7.834776731,8.046077408,8.722063416,8.438262
TCF7,0.144052353,0.228468526,0.171715,0.134133672,0.11615956,0.189292218,0.103020874,0.070863393,0.191477438,0.682459249,0.722913058,0.586892537,0.507063937,0.592663217,0.506104877,0.330645147,0.486922137,0.394136628,1.425248087,1.368660739,1.269788189,1.440764365,1.420552446,1.45285783
TCF7L1,0.047804838,0.056710123,0.014093038,0,0.025698939,0,0,0.025756211,0.067661743,3.327985202,2.744063679,3.266365062,2.878942909,3.030115642,2.184119025,2.238555502,2.502225155,2.470762697,3.798848078,3.284027308,4.419840678,4.230711018,3.808092872,4.886791189
TCF7L2,1.031834445,0.751120905,1.003822044,1.050819663,1.270753224,1.24375486,0.671180461,0.849056806,0.740837353,6.12419746,5.500849342,6.749379259,6.123401066,5.849915414,5.69934166,6.723067542,6.101261951,5.744759781,4.363016302,4.141349733,4.433554917,3.855100364,3.920908053,4.923536811
TEAD1,5.386443461,3.930600172,5.34363669,6.24174281,6.410426565,7.168943617,4.206567627,4.472478349,4.559253469,38.32421231,38.20884736,43.07965106,38.06693996,36.16254321,39.96903612,38.17178808,37.70201473,30.21283699,18.78179561,21.48994965,22.56730185,22.84465852,24.58995214,25.92654117
TEAD2,2.948569229,2.189296191,1.988641124,2.201603058,2.10395401,1.88198634,2.145874683,2.485798488,1.621293437,7.300266204,7.582276503,6.974886165,8.478440385,8.373302765,6.943323788,8.522372086,8.441754107,8.793867737,0,0,0,0,0,0
TEAD3,5.929545439,4.795994982,5.024119415,4.867121349,4.731255549,3.557513708,5.609885306,5.562817866,5.299616586,5.064197175,5.461521764,5.325271921,5.795298518,5.829564584,4.368612257,4.87897664,4.564224812,4.895976162,10.0753287,10.18471035,10.70174564,11.27292117,10.97228062,11.26935592
TEAD4,7.363380883,6.749071707,7.028318709,6.01948153,6.094455328,6.257803439,7.884119581,7.27575038,7.64537846,13.06965458,11.38035823,12.01904551,9.756076729,11.79447067,8.356023128,8.25443016,9.581974964,10.00476559,1.783435541,1.209471543,1.45154947,1.212697681,1.44879483,1.556771396
TP53BP2,8.214956311,7.045568809,8.265907223,9.091942574,9.949235198,8.854334997,7.286701414,7.920732786,7.946028103,12.63406442,13.80745941,16.01956558,15.60553731,13.66342403,14.56708808,14.68228257,15.26731617,12.53156552,28.92398425,30.27941324,31.69877903,31.22339892,31.19236206,34.63683086
TP73,1.503981493,1.304867073,1.214473305,0.861800189,0.896392429,0.582874608,0.875838806,0.966335589,0.991628993,0.050894497,0.026086135,0.023446926,0.055726434,0.067349249,0.00955515,0.02507584,0.021571657,0.066664073,18.59457425,16.67111839,16.71389393,19.62892337,17.85926339,18.94237544
WTIP,0.037149155,0.053709648,0.061603336,0.045899942,0.074889951,0.027163689,0.045829267,0.063798322,0.047321966,0.855968819,0.89474887,0.621622858,0.7202395,0.590070926,0.313490074,0.415505302,0.364589994,0.545280624,0.170312657,0.189751389,0.109739685,0.177332426,0.133167159,0.228216767
WWC1,18.85629479,16.97840304,18.47436551,19.20253834,19.20817537,21.05903598,23.19788016,22.54266671,22.69868736,11.10954714,9.503730172,10.07274458,6.762257394,7.609024228,7.292808426,7.687663582,7.329459848,7.846065187,12.35528276,11.31275346,11.50796354,12.48198008,12.03835146,13.0093204
WWTR1,0.323095091,0.187184524,0.272458137,0.235189239,0.454420348,0.358952126,0.33988133,0.376491332,0.472189375,16.10871319,17.46434536,19.34989284,22.34775648,19.03482573,23.51820878,21.33288528,22.50446851,19.12329632,1.171220892,1.595247187,1.556063447,1.605497686,1.638927984,1.469716521
YAP1,9.215150659,8.100810994,9.806550194,2.44218337,2.36655627,1.992155918,1.400445621,1.521857015,1.650208916,40.15579965,40.59522025,42.42976094,23.06463343,22.21531021,19.86613273,15.11984423,14.96531195,13.98425782,0.70969025,0.925371531,0.890782781,3.715820219,3.925684559,4.223675074
YWHAB,37.45507311,40.41590304,41.17199072,43.2849213,43.66331769,54.93454039,36.3472706,34.99945472,37.63297216,40.96510407,42.57404025,44.73478592,46.32257515,43.74087259,53.1375678,48.37197751,50.38154371,40.5489173,45.50193511,44.23009177,47.22308798,44.24704515,45.29041292,45.03498872
YWHAE,188.8786676,208.7449371,201.2755637,199.6660353,206.0812859,192.1186657,168.6332783,170.1626134,178.4397829,95.61580448,95.99136436,95.59944655,94.57124614,93.67558842,88.91582911,91.92718663,95.76512267,89.69851716,177.1604397,166.9039597,180.6901203,156.7201214,150.6265867,163.9673717
YWHAG,187.4578816,172.3548362,188.3336771,204.5965195,207.651348,207.3458795,176.5537625,173.6145796,186.1729139,116.3657842,109.980635,110.3734126,118.1248023,117.5361374,118.0803101,116.6367906,117.6996431,115.8478167,104.8159485,100.1527313,110.5108752,111.944052,111.8092583,106.3913576
YWHAH,30.76129381,34.06983314,31.36592902,32.10817222,35.11910399,38.28679146,29.53750377,26.84653767,30.18536894,52.38516443,53.23297507,53.99397759,51.32660539,51.91995014,55.03643597,49.68156772,53.68298219,51.52033003,53.11095715,51.01284282,49.92988325,51.58976858,48.13568329,51.04259762
YWHAQ,119.7109415,141.3448684,130.339462,145.3555104,155.1862008,180.4630654,130.4452922,130.867838,140.3584322,161.0232004,164.9351879,165.107519,162.7514876,169.325251,170.4708417,166.0862886,172.2232287,163.5258647,189.0176959,176.0920711,202.2258487,171.7069373,169.7222556,171.4041638
YWHAZ,69.07952104,74.33680126,75.08940959,81.60034306,86.4297673,103.1582102,66.70475014,66.26979517,73.29396629,103.638878,109.1083397,113.6635026,108.1271126,101.6015676,126.3422029,118.1094988,119.3687661,97.90861604,237.8209315,230.1153936,259.9137831,233.0037759,229.267154,237.0354084
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