Supplemental Table 7. Difference analysis between normal group and cancer group.,,,,,,
geneName,logFC,logCPM,F,PValue,FDR,FoldChange
RNU5A-1,5.1847932,6.572103,396.8667325,1.33E-86,1.81E-85,36.37
RNVU1-18,4.0132845,3.7717372,317.2530483,7.13E-70,4.86E-69,16.15
RNU4-2,3.8501055,9.449461,303.0852848,7.00E-67,4.04E-66,14.42
RNU4-1,3.618176,7.4652296,288.6866192,7.78E-64,4.02E-63,12.28
RBMXL3,3.459666,2.6579966,338.2865807,2.63E-74,2.19E-73,11
RNU1-3,3.3533989,2.0352222,385.7533046,2.82E-84,3.26E-83,10.22
RNVU1-7,3.1821581,4.676205,282.9954986,1.25E-62,6.24E-62,9.08
RNU1-4,2.1918714,1.7192448,245.9188328,9.25E-55,3.85E-54,4.57
RBMXL2,1.739676,3.7867151,123.8762481,1.33E-28,3.32E-28,3.34
RNU1-2,1.1655551,2.0017017,75.9745539,3.34E-18,6.77E-18,2.24
HNRNPCL1,0.8134088,2.3111853,79.5779221,5.46E-19,1.15E-18,1.76
SNRPB,0.7528072,13.6604573,543.1269326,5.58E-117,2.79E-115,1.69
LSM7,0.7333363,11.6240829,405.6361349,1.95E-88,2.92E-87,1.66
SNRPF,0.6355934,11.7024542,436.6655144,6.50E-95,1.22E-93,1.55
SNRPE,0.6257445,11.8408789,507.9786468,1.01E-109,2.53E-108,1.54
SNRPD1,0.5855021,11.7751603,614.0604446,1.49E-131,1.12E-129,1.5
SNRPA1,0.5645773,11.0291661,615.5269532,7.48E-132,1.12E-129,1.48
ALYREF,0.5703895,12.0416864,394.876816,3.47E-86,4.34E-85,1.48
THOC3,0.5574452,9.6943571,240.930259,1.06E-53,4.32E-53,1.47
RNU6-9,0.5264392,2.2092007,24.0048328,9.76E-07,1.45E-06,1.44
MAGOHB,0.4961875,10.1517042,369.0539197,8.96E-81,9.60E-80,1.41
RNVU1-4,0.4775209,2.9850343,19.6723291,9.29E-06,1.29E-05,1.39
LSM4,0.4677843,12.8155134,249.7910604,1.39E-55,6.12E-55,1.38
RNU6-1,0.4693552,1.985471,22.7141906,1.91E-06,2.78E-06,1.38
SNRPD2,0.4519879,13.3463135,232.5276021,6.55E-52,2.59E-51,1.37
PUF60,0.4406609,13.656638,220.5145199,2.39E-49,8.73E-49,1.36
LSM2,0.4441379,11.41454,269.9955287,7.11E-60,3.33E-59,1.36
PPIH,0.4452567,10.7714322,303.8329119,4.87E-67,2.92E-66,1.36
DDX39B,0.433258,12.5011755,152.1990775,1.03E-34,2.93E-34,1.35
SNRPA,0.4380276,12.2196739,357.9788942,1.90E-78,1.78E-77,1.35
SNRNP70,0.420374,13.6840828,225.2807343,2.30E-50,8.83E-50,1.34
LSM8,0.4114173,10.9294171,321.6263784,8.53E-71,6.09E-70,1.33
SF3A2,0.414585,12.4895347,202.5318878,1.65E-45,5.39E-45,1.33
SF3B4,0.4166797,12.8160512,309.1399727,3.68E-68,2.40E-67,1.33
SNRPC,0.3846504,12.3394819,257.1969123,3.70E-57,1.68E-56,1.31
SNRPG,0.3824205,11.4828968,223.1731063,6.46E-50,2.42E-49,1.3
RP9,0.3569942,9.3332323,208.5898377,8.38E-47,2.79E-46,1.28
PRPF3,0.331208,11.7027472,211.2642447,2.25E-47,7.85E-47,1.26
EFTUD2,0.3371314,12.9659818,290.912968,2.63E-64,1.41E-63,1.26
FUS,0.3162476,14.348758,277.9383612,1.47E-61,7.12E-61,1.25
TCERG1,0.3212727,11.8386478,185.745349,6.47E-42,2.02E-41,1.25
PPIL1,0.2962141,11.2839424,128.2151827,1.53E-29,3.97E-29,1.23
U2AF1,0.300487,6.4454664,20.2624937,6.83E-06,9.66E-06,1.23
LSM5,0.2571485,11.3039693,136.455546,2.55E-31,6.72E-31,1.2
THOC1,0.2621582,10.767759,105.5663811,1.22E-24,2.82E-24,1.2
NCBP2,0.2683599,12.6829385,171.1361556,8.79E-39,2.69E-38,1.2
RNVU1-1,0.2389376,3.0192023,7.306658,6.88E-03,8.39E-03,1.18
U2AF2,0.232305,13.5120867,209.6470403,4.98E-47,1.70E-46,1.17
PRPF19,0.2167025,13.3463457,118.3391849,2.09E-27,5.06E-27,1.16
EIF4A3,0.2171319,12.6806267,102.9779296,4.45E-24,1.01E-23,1.16
PQBP1,0.2181452,12.097732,59.8424128,1.13E-14,2.09E-14,1.16
TXNL4A,0.1993975,11.8634708,68.4977969,1.44E-16,2.76E-16,1.15
BUD31,0.2037661,11.7316014,77.8811022,1.28E-18,2.63E-18,1.15
PRPF31,0.2065457,11.9436672,72.2230361,2.20E-17,4.34E-17,1.15
USP39,0.1920359,11.9947516,154.7785607,2.88E-35,8.47E-35,1.14
SF3B3,0.1759711,13.629036,74.1772716,8.24E-18,1.65E-17,1.13
SF3B6,0.1590893,12.1086185,71.7201688,2.83E-17,5.52E-17,1.12
SNRPB2,0.1664701,11.9177753,59.083438,1.66E-14,2.99E-14,1.12
PRPF4,0.1488186,11.4923244,55.9660887,8.00E-14,1.43E-13,1.11
MAGOH,0.1567041,10.9482157,47.8033362,5.00E-12,8.25E-12,1.11
RNU1-1,0.1329456,1.6477885,1.0121468,3.14E-01,3.37E-01,1.1
CHERP,0.1337515,12.0084793,33.3859344,7.79E-09,1.23E-08,1.1
U2SURP,0.1362938,12.7806228,35.0990456,3.24E-09,5.17E-09,1.1
U2AF1L5,0.1383375,4.6638815,2.5259194,1.12E-01,1.28E-01,1.1
SRSF2,0.1428482,13.1342013,94.6312199,2.89E-22,6.47E-22,1.1
RBM8A,0.1214885,12.8768277,54.9796046,1.32E-13,2.30E-13,1.09
SRSF9,0.1228096,12.4580773,43.2964611,4.94E-11,8.06E-11,1.09
U2AF1L4,0.1243901,9.3028814,14.0351185,1.80E-04,2.37E-04,1.09
HNRNPA1,0.1262482,15.335041,53.792901,2.40E-13,4.14E-13,1.09
SART1,0.1300431,12.4911681,31.0634814,2.56E-08,4.00E-08,1.09
PRPF6,0.0975258,13.4836999,18.2201516,1.99E-05,2.71E-05,1.07
HSPA6,0.0777303,9.681706,0.8613963,3.53E-01,3.76E-01,1.06
PHF5A,0.0809079,10.8118363,13.7542562,2.09E-04,2.73E-04,1.06
ACIN1,0.0641456,13.4245924,11.8779018,5.70E-04,7.31E-04,1.05
ISY1,0.070129,10.5707163,11.292911,7.81E-04,9.84E-04,1.05
SRSF1,0.0516718,13.4397999,15.9491024,6.55E-05,8.78E-05,1.04
XAB2,0.0380475,12.3306324,2.2823066,1.31E-01,1.48E-01,1.03
SNRNP200,0.0407247,14.3504014,3.7986677,5.13E-02,5.97E-02,1.03
SNRPD3,0.0454478,12.6229053,5.0011868,2.54E-02,3.04E-02,1.03
HNRNPC,0.0463456,14.6888929,12.2718383,4.62E-04,5.97E-04,1.03
RBM17,0.0225591,12.3865542,1.6313809,2.02E-01,2.22E-01,1.02
SNRNP40,0.0235593,11.3376924,1.4525389,2.28E-01,2.50E-01,1.02
RBMX,0.0322609,13.5299445,4.9151983,2.66E-02,3.17E-02,1.02
DDX23,0.0134053,13.0166847,0.8091222,3.68E-01,3.89E-01,1.01
RNU2-1,0.0158292,1.3741583,8.1806821,5.45E-01,5.68E-01,1.01
PPIE,-0.0020357,11.6103012,0.0086989,9.26E-01,9.32E-01,1
SNU13,-0.0016631,13.1247012,0.0056738,9.40E-01,9.40E-01,1
DHX16,0.0035349,11.7185571,0.0390925,8.43E-01,8.55E-01,1
THOC2,0.005781,12.2062472,0.0525368,8.19E-01,8.35E-01,1
CRNKL1,-0.0189406,11.5287786,0.7385963,3.90E-01,4.09E-01,0.99
PRPF40A,-0.0106316,12.8465301,0.2820839,5.95E-01,6.16E-01,0.99
NCBP1,-0.0095593,11.6547315,0.2011886,6.54E-01,6.72E-01,0.99
RBM25,-0.0346322,12.8485129,1.8154863,1.78E-01,1.98E-01,0.98
HNRNPU,-0.0249907,14.8677896,3.1426709,7.63E-02,8.80E-02,0.98
WBP11,-0.0240001,12.8504262,1.2526444,2.63E-01,2.84E-01,0.98
HNRNPA1L2,-0.0471632,8.4599161,2.4939969,1.14E-01,1.30E-01,0.97
DHX15,-0.0431925,13.0531463,4.8075262,2.84E-02,3.35E-02,0.97
CTNNBL1,-0.043161,11.8764745,3.799929,5.13E-02,5.97E-02,0.97
SF3B2,-0.0428429,14.0694663,6.7298612,9.50E-03,1.15E-02,0.97
CCDC12,-0.0393646,11.4331068,1.8243359,1.77E-01,1.98E-01,0.97
PRPF40B,-0.0370034,9.5626271,1.3488333,2.46E-01,2.67E-01,0.97
TRA2B,-0.0637546,13.1278251,14.5128674,1.40E-04,1.86E-04,0.96
SRSF10,-0.0612326,12.6556199,11.7202638,6.21E-04,7.89E-04,0.96
TRA2A,-0.0610536,12.2232104,8.2052737,4.19E-03,5.15E-03,0.96
HNRNPA3,-0.0593542,14.1574204,17.8947486,2.36E-05,3.18E-05,0.96
CWC15,-0.0677369,11.7970419,9.1730432,2.46E-03,3.08E-03,0.95
SF3A3,-0.0675689,12.4879673,20.6661783,5.53E-06,7.90E-06,0.95
SRSF6,-0.0967181,13.5668513,26.2771564,3.01E-07,4.52E-07,0.94
DHX8,-0.0876608,12.0591685,21.1461149,4.31E-06,6.21E-06,0.94
HNRNPM,-0.082799,13.8514358,28.7948166,8.23E-08,1.26E-07,0.94
CDC5L,-0.1111509,12.0768882,28.7411913,8.46E-08,1.28E-07,0.93
PRPF38B,-0.1026568,11.9652193,23.2082646,1.48E-06,2.17E-06,0.93
SF3B5,-0.1193544,12.398888,18.2709228,1.93E-05,2.66E-05,0.92
DDX42,-0.1413242,13.1860431,64.095157,1.32E-15,2.47E-15,0.91
SMNDC1,-0.1333777,11.122229,65.5581017,6.31E-16,1.20E-15,0.91
SRSF7,-0.1305755,12.9133522,77.891127,1.27E-18,2.63E-18,0.91
RBM22,-0.1292542,11.8415047,55.1175056,1.23E-13,2.17E-13,0.91
DHX38,-0.1582709,12.0781146,50.1655737,1.51E-12,2.52E-12,0.9
SNW1,-0.1559723,12.0666188,109.3924675,1.81E-25,4.24E-25,0.9
SNRNP27,-0.1538443,10.9506372,52.0466245,5.82E-13,9.92E-13,0.9
HNRNPK,-0.1451622,15.2311909,149.8086372,3.38E-34,9.39E-34,0.9
SF3B1,-0.1732412,14.3420538,83.3956443,8.04E-20,1.72E-19,0.89
LSM3,-0.1719479,11.612837,59.7082595,1.21E-14,2.21E-14,0.89
SRSF4,-0.1605897,12.6713216,92.1845282,9.83E-22,2.14E-21,0.89
DDX46,-0.1917881,12.136538,94.0523418,3.86E-22,8.51E-22,0.88
HSPA8,-0.2024347,16.1975329,51.5813522,7.37E-13,1.24E-12,0.87
PRPF38A,-0.1994107,11.8166154,127.228461,2.51E-29,6.37E-29,0.87
LSM6,-0.2169611,9.810445,116.9527241,4.17E-27,9.94E-27,0.86
SRSF3,-0.2142041,14.0130042,335.1875031,1.18E-73,9.33E-73,0.86
ZMAT2,-0.2397189,12.4529675,119.437314,1.21E-27,2.98E-27,0.85
HSPA1B,-0.2545349,12.9430026,30.7574479,3.00E-08,4.64E-08,0.84
PLRG1,-0.2498782,11.850011,156.2366737,1.40E-35,4.20E-35,0.84
AQR,-0.2746735,11.9421899,152.946902,7.14E-35,2.06E-34,0.83
PCBP1,-0.2701325,13.6498165,147.6034082,1.01E-33,2.75E-33,0.83
BCAS2,-0.3030726,11.255386,249.3052654,1.76E-55,7.55E-55,0.81
DDX5,-0.302692,15.2885034,197.7286981,1.76E-44,5.62E-44,0.81
ISY1-RAB43,-0.3237461,2.22177,20.1029976,7.42E-06,1.04E-05,0.8
NCBP2L,-0.3130709,2.732447,9.0793177,2.59E-03,3.21E-03,0.8
PRPF8,-0.3389124,14.5045429,212.4281297,1.27E-47,4.53E-47,0.79
SF3A1,-0.3610944,13.2946572,331.4488805,7.24E-73,5.43E-72,0.78
HSPA1A,-0.3535763,12.7113233,42.1697993,8.77E-11,1.41E-10,0.78
SYF2,-0.3519944,11.9181176,304.6491205,3.27E-67,2.05E-66,0.78
SLU7,-0.3730466,11.8581936,294.8402015,3.88E-65,2.16E-64,0.77
HSPA1L,-0.4027202,7.8538326,139.2781664,6.28E-32,1.68E-31,0.76
PRPF18,-0.413215,9.4601919,362.6986883,1.93E-79,1.93E-78,0.75
SRSF8,-0.4795597,12.0895741,351.0777543,5.35E-77,4.72E-76,0.72
RBMXL1,-0.5435856,10.6729071,501.1628239,2.61E-108,5.59E-107,0.69
CDC40,-0.5381332,10.5574151,419.2296697,2.82E-91,4.70E-90,0.69
SRSF5,-0.5627783,13.6161968,508.2436182,8.93E-110,2.53E-108,0.68
HSPA2,-1.4607187,11.5914992,537.3740364,8.57E-116,3.21E-114,0.36