gene,HR,z,pvalue
ACIN1,0.823884542,-1.082339807,0.279101564
AGGF1,0.890812379,-0.616212517,0.537754268
ALYREF,0.932647664,-0.349680742,0.726578308
AQR,1.567108309,1.986870536,0.046936746
ARGLU1,0.723888064,-2.694661697,0.007046013
BAG2,0.971385445,-0.232658295,0.816026756
BCAS1,1.12323916,1.924629872,0.05427568
BCAS2,1.2890741,1.129282265,0.25877878
BUB3,1.354205251,1.394903672,0.16304489
BUD13,1.177421535,0.540872096,0.588595745
BUD31,0.906982776,-0.444836046,0.656438243
C17orf85,0.66675945,-2.225270402,0.026063091
C19orf43,0.626671014,-2.405502924,0.016150223
C1QBP,0.703031239,-1.726749823,0.084212604
C9orf78,0.725826502,-1.491180644,0.135914074
CACTIN,0.650853755,-2.50609901,0.012207143
CCAR1,1.316515204,1.277241629,0.201516954
CCDC12,0.676096727,-2.17028997,0.029984886
CCDC130,0.660693806,-3.026746339,0.002472013
CCDC75,0.953807914,-0.230786841,0.817480405
CCDC94,0.576225488,-2.813045528,0.00490747
CD2BP2,0.827460201,-0.70882604,0.478432436
CDC40,0.955076404,-0.276822983,0.781916032
CDC5L,1.247704351,0.934500141,0.350045963
CDK10,0.731419397,-2.455423848,0.014071856
CDK11A,0.776029854,-1.550710231,0.120971142
CDK12,1.427966403,1.604006841,0.108712545
CELF1,1.061327525,0.271568438,0.78595387
CELF2,0.868321555,-1.46904258,0.141821241
CELF3,0.81168046,-3.267074072,0.001086652
CELF4,0.716055034,-2.868279795,0.004127104
CELF5,0.471959606,-2.834619942,0.004588023
CELF6,0.009432127,-2.291759214,0.021919541
CFAP20,0.766105603,-1.380184167,0.167529948
CHERP,0.76336325,-1.548025077,0.121616259
CIRBP,0.460019031,-4.392270583,1.12E-05
CLASRP,0.644528408,-3.130767633,0.001743501
CLK1,0.845423091,-1.282280593,0.199744233
CLK2,0.88080261,-0.812632902,0.416428561
CLK3,0.6750364,-2.246591058,0.024666174
CLK4,0.708587996,-2.215777673,0.026706732
CLNS1A,1.812929315,2.204824867,0.027466386
CPSF6,1.171848263,0.707316149,0.479370032
CRNKL1,0.955397629,-0.209251633,0.834251807
CSN3,0.326083209,-1.672557393,0.09441446
CTNNBL1,1.115241113,0.417997277,0.675949108
CWC15,1.553255451,1.440393464,0.149756112
CWC22,1.457072151,1.51890529,0.128786337
CWC25,0.749657326,-1.446132296,0.148140099
CWC27,1.022160538,0.108984024,0.913215162
CXorf56,0.772992783,-1.354868769,0.175459372
DDX1,1.464755793,1.395010572,0.163012652
DDX17,0.826704764,-1.124661277,0.260732597
DDX18,1.815952612,2.805667019,0.005021255
DDX19A,1.443207338,1.159479373,0.246260839
DDX19B,0.95035799,-0.182900729,0.854875911
DDX20,1.074719465,0.313724823,0.753730046
DDX21,1.658971396,3.141431203,0.001681243
DDX23,0.983525719,-0.076280973,0.939195563
DDX26B,0.815374584,-1.355815973,0.175157728
DDX27,1.094098218,0.370332733,0.711134587
DDX39A,0.987221547,-0.073786526,0.941180249
DDX39B,0.873137283,-1.2087565,0.226756408
DDX3X,1.314905811,1.505871562,0.132100148
DDX3Y,0.967455765,-0.733678819,0.46314451
DDX41,0.967316296,-0.140842279,0.887994542
DDX42,0.842844698,-0.82136445,0.411438707
DDX46,1.121436851,0.532340377,0.594490272
DDX5,0.761822345,-1.925042597,0.054224029
DDX50,1.144870082,0.489757133,0.624305768
DDX6,1.185407376,0.766042401,0.443651073
DGCR14,0.69801745,-1.537635485,0.124137766
DHX15,1.474276788,1.819554114,0.068826935
DHX16,0.884393426,-0.546488638,0.584730096
DHX30,0.610422541,-2.679338535,0.007376777
DHX34,0.750373789,-1.721704513,0.085123059
DHX35,0.857196097,-0.80551863,0.42052046
DHX36,1.414437795,1.632126725,0.102652793
DHX38,1.195303467,0.738298527,0.460333062
DHX40,0.740539087,-1.769160898,0.076867028
DHX57,0.85674799,-0.609918848,0.541915566
DHX8,1.362977813,1.148604053,0.250719285
DHX9,1.451278233,1.439629608,0.149972218
DNAJC6,0.741320107,-2.428126582,0.015177045
DNAJC8,0.993644666,-0.027865237,0.977769635
EEF1A1,1.281905437,0.978684817,0.327735736
EFTUD2,1.699931816,1.752377031,0.079708998
EIF2S2,1.851536521,2.344407607,0.019057332
EIF3A,1.359122062,1.608742892,0.107672573
EIF4A3,1.322680868,1.089093019,0.276112868
ELAVL1,0.895753966,-0.446241846,0.655422559
ELAVL2,0.648536604,-1.113715956,0.265401062
ELAVL3,0.382101577,-2.162042025,0.030614937
ELAVL4,0.726631281,-2.736218257,0.006214979
FAM32A,1.17407965,0.564220656,0.572603972
FAM50A,0.711551721,-1.975386932,0.048224255
FAM50B,0.869121296,-1.108771601,0.267528725
FAM58A,0.629757706,-2.292773642,0.02186104
FMR1,1.101003248,0.452573469,0.650855907
FRA10AC1,0.757269505,-1.302513181,0.192741015
FRG1,0.900359849,-0.36685981,0.713723592
FUBP1,1.507054826,1.905567705,0.056706315
FUBP3,0.913188679,-0.582769414,0.560048538
FUS,0.872470365,-0.649303253,0.516142383
GEMIN2,0.984545373,-0.063066335,0.949713682
GEMIN5,0.943939302,-0.303508462,0.7615024
GNB2L1,0.864580752,-0.514761776,0.606719499
GPATCH1,0.869043165,-0.678623466,0.49737647
GPATCH3,0.528213275,-2.9052656,0.003669416
GPATCH8,1.107349476,0.589265906,0.555682912
GPKOW,0.888416968,-0.478401113,0.632364742
GRSF1,0.760003472,-1.444941201,0.148474402
HNRNPA0,0.785657697,-1.274821573,0.202372403
HNRNPA1,1.286507551,0.891970913,0.372408523
HNRNPA2B1,1.185522867,0.689704609,0.490379967
HNRNPA3,1.34847864,1.063793213,0.287422387
HNRNPAB,1.358189006,1.310833449,0.189914039
HNRNPC,1.661924763,1.665149563,0.095882921
HNRNPCL1,3.808131785,0.862929085,0.388176458
HNRNPD,1.218629007,0.793197319,0.427662869
HNRNPDL,0.978681653,-0.109895968,0.91249188
HNRNPF,1.755617301,2.526029699,0.011535973
HNRNPH1,0.830004332,-1.264202155,0.206157478
HNRNPH2,1.068980439,0.287964067,0.773374245
HNRNPH3,0.967522017,-0.15707478,0.875185913
HNRNPK,1.495519238,1.421637549,0.155131498
HNRNPL,1.257194258,0.868406216,0.385171993
HNRNPLL,1.230390644,0.897811723,0.369285934
HNRNPM,0.688652017,-1.686319998,0.091734181
HNRNPR,1.581937127,1.795497769,0.072574428
HNRNPU,1.348473205,1.027416761,0.304224263
HNRNPUL1,1.0236546,0.105495,0.915983037
HNRNPUL2,1.244188581,0.813888232,0.415708983
HSPA1A,1.117158669,1.533410297,0.125174793
HSPA1B,1.106827661,1.204048744,0.228570739
HSPA5,1.183027454,0.976993302,0.328572468
HSPA8,1.069510788,0.380997971,0.703204754
HSPB1,1.221849324,1.656471781,0.097626315
HTATSF1,0.771546086,-1.632755878,0.10252035
IGF2BP3,1.342379495,3.290342434,0.001000655
IK,0.874160215,-0.60394049,0.545883208
ILF2,1.297175521,1.021176138,0.307170996
ILF3,0.840169081,-0.798195628,0.424756974
INTS1,0.658319759,-2.604955815,0.009188611
INTS3,0.808568348,-1.581733651,0.113710387
INTS4,1.536465002,1.562137504,0.1182556
INTS5,0.876857498,-0.518840708,0.603871828
INTS6,1.419284338,1.194537138,0.232267923
INTS7,1.300911869,1.105598007,0.268900553
ISY1,1.203851083,0.727261474,0.467065794
JUP,1.35740742,2.529423044,0.011425023
KHDRBS1,1.467046539,1.247898839,0.212068106
KHDRBS3,0.815101265,-1.295247101,0.195235001
KHSRP,0.795107374,-1.104073599,0.269561213
KIAA1429,1.468066366,1.702482367,0.088664981
KIAA1967,0.682538046,-1.816710987,0.069261379
KIN,0.912194256,-0.347526869,0.728195536
LENG1,0.561950585,-3.126256874,0.001770468
LOC649330,4.826448147,0.43337603,0.664741612
LSM1,1.316484431,1.174437865,0.240219686
LSM10,0.635818252,-2.142696003,0.032137517
LSM2,0.997751275,-0.010348754,0.991743036
LSM3,1.186994991,0.661818159,0.508087767
LSM4,1.008825106,0.047064203,0.962462057
LSM5,1.195112186,0.768710597,0.442065133
LSM6,1.086171116,0.314339933,0.753262872
LSM7,0.706554991,-2.647124424,0.008117948
LSM8,1.09174318,0.355002966,0.722587369
LSMD1,0.557055354,-3.661392348,0.000250848
LUC7L,0.69026788,-2.856048373,0.004289498
LUC7L2,0.897521498,-0.487397606,0.625976589
LUC7L3,0.718029777,-2.34165208,0.019198602
MAGOH,1.433735829,1.470175294,0.141514284
MATR3,0.91571674,-0.42771308,0.668860026
MATR3.1,1.031266806,0.084456898,0.932693171
MBNL1,1.344671788,1.79422481,0.072777294
MBNL2,1.261722005,1.539532779,0.123674282
MBNL3,1.32958761,1.941919248,0.052146877
MFAP1,1.119557923,0.477386886,0.633086651
MFSD11,0.898364777,-0.490709582,0.623631869
MOV10,0.99347443,-0.034681577,0.972333651
MSI1,0.645341004,-3.60049983,0.000317606
MSI2,0.818294472,-1.182910098,0.236844779
MYEF2,0.640531652,-3.639822307,0.000272826
NCBP1,0.918471937,-0.408566335,0.68285794
NCBP2,2.351876326,2.657323878,0.007876373
NELFE,0.946251816,-0.221704811,0.824543684
NKAP,0.599453978,-2.330129065,0.019799331
NONO,1.032447588,0.124067747,0.901261635
NOSIP,0.633778508,-2.26805001,0.023326159
NOVA1,0.586017116,-3.604217924,0.000313094
NOVA2,0.5406513,-3.709231711,0.000207889
NRIP2,0.604196333,-3.568386141,0.000359187
NSRP1,0.984688627,-0.073736098,0.941220375
NUDT21,1.64078177,2.173737037,0.02972489
NUMA1,0.973593696,-0.185456683,0.852870853
PABPC1,1.641916055,2.974812313,0.002931679
PAXBP1,0.82133393,-1.171785799,0.241283066
PCBP1,1.358783302,1.455536511,0.14552079
PCBP2,0.69359732,-1.739962799,0.08186555
PCBP3,0.672810278,-2.746285759,0.006027424
PCBP4,0.824431843,-1.342211651,0.17952738
PDCD7,0.969759806,-0.148399596,0.882027419
PHF5A,1.624193041,1.998600774,0.045651567
PLRG1,0.918597581,-0.367169481,0.713492602
PNN,0.884442274,-0.768893917,0.441956289
PPIE,0.840390413,-0.655580717,0.512093936
PPIG,1.310332468,1.272929452,0.203043077
PPIH,1.504776441,2.160649506,0.030722424
PPIL1,1.534753691,1.636271109,0.10178286
PPIL2,0.765629306,-1.336174259,0.181492323
PPIL3,0.860939886,-0.836628163,0.40280161
PPIL4,1.179221421,0.837875529,0.402100614
PPM1G,1.305236794,1.074073121,0.282789911
PPP1CA,1.597442842,2.060849083,0.03931744
PPP1R8,1.0304456,0.125910836,0.899802505
PPWD1,0.729965279,-1.920924273,0.054741255
PQBP1,0.630868998,-2.258162665,0.02393552
PRCC,0.864178999,-0.59589577,0.551244859
PRMT5,1.618141964,2.219142105,0.026477058
PRPF18,1.202172983,0.748485542,0.454167343
PRPF19,1.006447749,0.022998417,0.981651536
PRPF3,0.831867508,-1.030015613,0.303002677
PRPF31,0.720325315,-1.850206442,0.064283801
PRPF38A,1.331212373,1.063355077,0.287620957
PRPF38B,1.093086148,0.486344466,0.626722958
PRPF39,0.754792268,-1.848461923,0.064535548
PRPF4,1.205816707,0.733122409,0.463483773
PRPF40A,1.905213199,2.695828594,0.007021379
PRPF40B,0.726213344,-1.874312835,0.060887319
PRPF4B,1.144657856,0.675228799,0.499530412
PRPF6,0.622315307,-2.418181495,0.015598294
PRPF8,0.678869676,-2.435610216,0.014866695
PSEN1,1.543513297,2.097782408,0.035924371
PSIP1,0.77308937,-1.862697297,0.062504866
PTBP1,1.102087956,0.386943548,0.698798001
PTBP2,0.803888059,-1.273212454,0.202942662
PTBP3,1.75252169,2.938600147,0.003296981
PUF60,1.076199851,0.328757848,0.742338726
QKI,1.208582023,1.42793051,0.153311861
RALY,1.248090893,0.952707151,0.340738469
RALYL,0.773456536,-1.946172492,0.051634023
RAVER1,0.844675387,-1.515076516,0.129753028
RAVER2,0.853814548,-1.033759402,0.301248655
RBBP6,0.978423714,-0.099261924,0.92093031
RBFOX2,1.237010551,1.178971819,0.238409397
RBM10,0.528006472,-3.666171043,0.000246209
RBM14,0.600253208,-2.867458049,0.004137837
RBM15,1.488911648,1.47590183,0.139970248
RBM15B,0.947860878,-0.228688921,0.819110707
RBM17,0.897000303,-0.446932485,0.654923808
RBM22,0.809924521,-0.90939546,0.363141417
RBM23,0.661201545,-2.351589393,0.018693397
RBM25,0.990586263,-0.057609892,0.95405937
RBM26,0.7671734,-1.260905055,0.207343057
RBM27,1.228867503,0.909684889,0.362988716
RBM3,1.403340254,1.416002935,0.156774645
RBM39,0.817307563,-1.144709728,0.25232942
RBM4,1.19367231,0.672313234,0.501384307
RBM42,0.77725856,-1.607936804,0.10784902
RBM45,1.055632291,0.197279205,0.843609052
RBM47,1.249088149,1.520787117,0.128313269
RBM4B,0.624483816,-2.483651304,0.013004308
RBM5,0.601778412,-3.386033965,0.000709106
RBM7,1.79320797,2.334425517,0.019573452
RBM8A,1.225262779,0.814948941,0.415101537
RBMS1,1.380502461,2.316810469,0.020514059
RBMX,0.855048685,-0.611370893,0.540954067
RBMX2,0.711843231,-1.387901795,0.165166951
RBMXL1,1.777030443,2.790933486,0.005255627
RBMXL2,0.124840733,-1.266059371,0.205491827
RNF113A,0.577130841,-2.498013396,0.012489147
RNF20,0.740296314,-1.554491681,0.120067179
RNF213,1.282101597,1.597858032,0.110074576
RNF34,0.831369959,-0.968831902,0.332629066
RNF40,1.137319928,0.668756383,0.503650894
RNPC3,0.822290421,-1.187617025,0.234984327
RNPS1,0.952873774,-0.206709761,0.836236534
RNU1-1,0.941254311,-0.095075449,0.924254899
RNU2-1,NA,NA,NA
RNU4-1,1.013124463,0.141416907,0.887540599
RNU5A-1,0.999874356,-0.000770093,0.999385555
RNU6-1,0.58565112,-2.141128916,0.032263643
SAP18,0.875427073,-0.609387133,0.542267864
SAP30BP,0.689322756,-1.724860316,0.084552649
SART1,1.048553503,0.183180407,0.854656467
SDE2,1.240403952,1.26833193,0.204679439
SEC31B,0.603628149,-3.952736111,7.73E-05
SF1,0.700230823,-1.757480279,0.07883598
SF3A1,1.031065198,0.1424074,0.886758218
SF3A2,0.762526891,-1.90538473,0.056730079
SF3A3,0.938479119,-0.270436779,0.786824248
SF3B1,1.322687082,1.424474594,0.154309135
SF3B2,1.269348796,0.789741398,0.42967881
SF3B3,1.234411903,0.842230653,0.399658859
SF3B4,1.115910198,0.559584119,0.57576314
SF3B5,0.570111597,-2.47425235,0.013351535
SF3B6,1.619604154,2.006099777,0.044845604
SFPQ,0.796604019,-1.114605245,0.265019622
SKIV2L2,1.25612543,1.15760723,0.247024357
SLU7,0.84277965,-0.819675559,0.412401087
SMN1,0.897911011,-0.459000663,0.64623369
SMNDC1,1.707318719,1.994022776,0.046149566
SMU1,0.764229663,-1.297461129,0.194472571
SNIP1,1.028534127,0.121416425,0.903361208
SNRNP200,1.009237845,0.044477391,0.964523873
SNRNP25,0.643986408,-1.788105753,0.073758948
SNRNP27,1.106423543,0.452109824,0.651189867
SNRNP35,0.581049359,-2.686068206,0.007229833
SNRNP40,0.920129093,-0.354711748,0.722805549
SNRNP48,0.939335593,-0.299559851,0.764512913
SNRNP70,0.68646357,-2.868120548,0.004129182
SNRPA,0.938717273,-0.330966875,0.740669507
SNRPA1,1.299311571,1.421377384,0.155207078
SNRPB,1.118600297,0.615400874,0.538290014
SNRPB2,1.170161309,0.639236372,0.522669174
SNRPC,1.269342201,0.907387951,0.364201679
SNRPD1,1.138499826,0.690139744,0.490106312
SNRPD2,0.850859728,-0.850603973,0.394989382
SNRPD3,1.553163414,1.742065844,0.081496923
SNRPE,1.260566708,1.148371181,0.250815366
SNRPF,1.138423907,0.63976119,0.522327867
SNRPG,1.704134603,2.117555622,0.03421272
SNRPN,0.841599799,-1.791143375,0.07327029
SNU13,0.746055512,-1.40799005,0.159134016
SNURF,0.648475343,-2.019409721,0.043444652
SNW1,1.119873545,0.455307717,0.648887876
SPEN,1.2099483,1.057705745,0.290189615
SREK1,0.821773692,-1.26887645,0.204485133
SRPK1,1.515772938,2.916573585,0.003538992
SRPK2,0.958858164,-0.237821351,0.812019658
SRPK3,0.680537873,-2.609666527,0.009063052
SRRM1,1.215708679,0.9492586,0.342489104
SRRM2,0.991953161,-0.051905924,0.958603654
SRRT,0.656307764,-2.20908455,0.027168761
SRSF1,1.175681802,0.604686246,0.545387488
SRSF10,1.155403924,0.690117712,0.490120165
SRSF11,0.952184965,-0.326047394,0.744388498
SRSF12,0.563212548,-3.080288249,0.002068003
SRSF2,1.028835354,0.13542002,0.892279797
SRSF3,1.387228666,1.127634075,0.25947449
SRSF4,1.268064069,1.127644028,0.259470285
SRSF5,0.752211713,-2.011053368,0.04431982
SRSF6,0.649483569,-2.244042413,0.024829673
SRSF7,1.108949028,0.467049308,0.640464601
SRSF8,0.936936611,-0.283628216,0.776695311
SRSF9,1.11686031,0.49731793,0.61896487
SSB,1.734498101,2.131057572,0.0330844
SUGP1,0.553200242,-3.014155966,0.002576953
SYF2,1.314540215,1.002995583,0.315862992
SYNCRIP,1.692136482,2.31889727,0.020400607
TAF15,0.901867714,-0.4664691,0.64087976
TCERG1,1.145861526,0.72428116,0.468893141
TFIP11,1.176114072,0.644523862,0.519235789
THOC1,0.755752641,-1.403543026,0.160454971
THOC2,1.099387658,0.482997878,0.629097243
THOC3,1.240683258,1.150171846,0.2500731
THOC5,1.096810739,0.339925503,0.73391263
THOC6,1.111413773,0.497616803,0.618754158
THOC7,1.479542915,1.398699794,0.161903026
THRAP3,1.363801735,1.221654253,0.221838403
TIA1,0.880391329,-0.892254982,0.372256278
TIAL1,0.829224263,-0.811972155,0.416807609
TNPO1,1.043997083,0.255635555,0.798232261
TOE1,0.742442943,-1.497729148,0.134203635
TOP1MT,1.177761163,1.174523675,0.240185335
TOPORS,0.949017842,-0.296116436,0.767141163
TRA2A,0.74948804,-1.90884447,0.056282158
TRA2B,1.560997165,1.527272436,0.126693281
TRIM24,0.906265803,-0.482868278,0.629189267
TTC14,0.980885856,-0.117830138,0.906202249
TXNL4A,0.659861081,-1.922298781,0.054568173
U2AF1,0.618455429,-1.386022319,0.165740088
U2AF1L4,0.552808227,-3.861611695,0.000112641
U2AF2,0.82977721,-0.987123079,0.323582305
U2SURP,1.576480354,1.988620304,0.046743129
UBL5,0.751187276,-1.401869104,0.160954338
USP39,1.738458914,1.75293158,0.079613752
WBP11,1.021324037,0.120673251,0.903949847
WBP4,0.741248006,-1.639353071,0.101139749
WDR77,0.952615456,-0.224337581,0.822494636
WDR83,0.562836032,-3.107565354,0.001886353
WTAP,0.912383294,-0.400338248,0.688907401
XAB2,0.595998796,-2.993935209,0.002754044
YBX1,1.599510759,2.647733078,0.008103348
YBX3,1.518728849,3.272686543,0.001065305
ZC3H11A,1.06410057,0.321220274,0.748043469
ZC3H13,1.089466828,0.488165786,0.625432417
ZC3H18,0.962756511,-0.169526499,0.865382531
ZC3H4,0.782178121,-1.334529399,0.182030418
ZC3HAV1,1.120667638,0.526372546,0.598629387
ZCCHC10,0.936747247,-0.316313991,0.751764193
ZCCHC8,0.871500041,-0.757820334,0.448558548
ZCRB1,0.966396688,-0.155897926,0.87611348
ZFR,0.984466539,-0.08875082,0.929279944
ZMAT2,1.155536465,0.590856276,0.554616725
ZMAT5,0.754878175,-1.037778014,0.299373415
ZMYM3,0.803351936,-1.221995735,0.22170924
ZNF131,0.945470347,-0.240009264,0.810323074
ZNF207,1.409037772,1.356350093,0.174987804
ZNF326,0.810973127,-1.115604143,0.264591618
ZNF346,0.604824643,-2.756829649,0.005836475
ZNF830,0.779921446,-1.248344231,0.211905023
ZRSR2,0.790922061,-1.344516795,0.178781329