|
| ID_events | cancer | Type | Gene | beta | FDR | PearsonP | PearsonR | CorrelationPlot | RBP | RBPtargets | ImmuneGene | ImmuneFraction | HallMark |
| chr9:92078561-92079375:- | GBM | EER | ENSG00000007516,BAIAP3 | 0.3078 | 2.4807e-02 | 3.0227e-06 | 0.4099 |  | N | ELAVL1 | NA | | GSVA_HALLMARK_MYC_TARGETS_V1 |
| ENSG00000090054.12,SPTLC1 | GBM | EAG | ENSG00000007516,BAIAP3 | 0.3017 | 3.4401e-02 | 3.6043e-06 | 0.4070 |  | N | ADAR;BUD13;CPSF6;CSTF2T;DDX42;DDX54;DGCR8;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPK;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP2;IGF2BP3;LARP7;LIN28;LIN28B;LSM11;MBNL2;MOV10;NONO;NOP56;NOP58;PCBP2;PRPF8;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TRA2A;U2AF1;U2AF2;UPF1;XRN2;ZNF184 | NA | | GSVA_HALLMARK_MYC_TARGETS_V1 |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000000457,SCYL3 | 0.4180 | 3.5472e-04 | 6.2421e-06 | 0.4141 |  | N | ELAVL1 | NA | NK_cells_activated | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000003987,MTMR7 | 0.4241 | 1.4650e-04 | 3.6208e-06 | 0.4236 |  | N | ELAVL1 | NA | B_cells_naive | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000011677,GABRA3 | 0.2991 | 1.2098e-02 | 2.8053e-06 | 0.4279 |  | N | ELAVL1;MSI1 | NA | Macrophages_M2 | GSVA_HALLMARK_ESTROGEN_RESPONSE_LATE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000020256,ZFP64 | 0.4508 | 8.8672e-05 | 4.2712e-08 | 0.4916 |  | N | ELAVL1;MSI1 | NA | Macrophages_M0 | GSVA_HALLMARK_MITOTIC_SPINDLE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000031823,RANBP3 | 0.3793 | 1.2173e-03 | 1.9481e-06 | 0.4340 |  | N | ELAVL1;MSI1 | NA | NK_cells_activated | GSVA_HALLMARK_MTORC1_SIGNALING |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000047849,MAP4 | 0.4121 | 2.9598e-04 | 8.7526e-07 | 0.4470 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000061987,MON2 | 0.4458 | 1.2578e-04 | 8.4982e-06 | 0.4086 |  | N | ELAVL1;MSI1 | NA | Macrophages_M2 | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000062370,ZNF112 | 0.4598 | 7.0284e-05 | 5.2650e-07 | 0.4550 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000068024,HDAC4 | 0.2995 | 1.8637e-02 | 1.1078e-05 | 0.4038 |  | N | ELAVL1;MSI1 | HDAC4 | Macrophages_M2 | GSVA_HALLMARK_UV_RESPONSE_DN |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000071051,NCK2 | 0.4802 | 1.3575e-05 | 4.2292e-07 | 0.4583 |  | N | ELAVL1;MSI1 | NCK2 | B_cells_naive | GSVA_HALLMARK_GLYCOLYSIS |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000076321,KLHL20 | 0.3664 | 2.5039e-03 | 6.0483e-06 | 0.4147 |  | N | ELAVL1;MSI1 | KLHL20 | T_cells_CD4_memory_resting | GSVA_HALLMARK_MITOTIC_SPINDLE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000078804,TP53INP2 | 0.4403 | 1.3194e-04 | 2.0433e-06 | 0.4332 |  | N | ELAVL1;MSI1 | NA | T_cells_CD4_memory_resting | GSVA_HALLMARK_MTORC1_SIGNALING |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000081665,ZNF506 | 0.3986 | 7.0983e-04 | 1.1933e-05 | 0.4025 |  | N | ELAVL1 | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000083168,KAT6A | 0.4396 | 1.2810e-04 | 3.0504e-06 | 0.4265 |  | N | ELAVL1;MSI1 | KAT6A | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000085788,DDHD2 | 0.3999 | 7.6174e-04 | 6.6133e-06 | 0.4131 |  | N | ELAVL1 | NA | T_cells_CD4_memory_resting | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000087152,ATXN7L3 | 0.3907 | 8.1604e-04 | 7.5503e-06 | 0.4107 |  | N | ELAVL1 | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000089220,PEBP1 | -0.4664 | 5.4453e-05 | 8.7862e-07 | -0.4469 |  | N | ELAVL1;MSI1 | NA | T_cells_CD4_memory_resting | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000100865,CINP | -0.4615 | 5.7275e-05 | 4.0474e-06 | -0.4217 |  | N | ELAVL1 | NA | B_cells_naive | GSVA_HALLMARK_DNA_REPAIR |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000103319,EEF2K | 0.4038 | 6.9993e-04 | 7.3460e-06 | 0.4112 |  | N | ELAVL1;MSI1 | NA | T_cells_CD4_memory_resting | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000104375,STK3 | 0.4068 | 6.3147e-04 | 8.0169e-06 | 0.4097 |  | N | ELAVL1;MSI1 | STK3 | T_cells_CD4_memory_resting | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000104427,ZC2HC1A | 0.3699 | 2.0313e-03 | 1.0154e-06 | 0.4446 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000104723,TUSC3 | 0.4923 | 1.4407e-05 | 1.0577e-08 | 0.5103 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000105245,NUMBL | 0.3884 | 6.2787e-04 | 1.0337e-06 | 0.4443 |  | N | ELAVL1 | NUMBL | B_cells_naive | GSVA_HALLMARK_MTORC1_SIGNALING |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000105514,RAB3D | 0.5302 | 2.8250e-06 | 3.1135e-07 | 0.4630 |  | N | ELAVL1 | RAB3D | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000113575,PPP2CA | -0.4195 | 2.7178e-04 | 1.7003e-06 | -0.4362 |  | N | ELAVL1;MSI1 | PPP2CA | Plasma_cells | GSVA_HALLMARK_MTORC1_SIGNALING |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000113734,BNIP1 | -0.4267 | 1.1776e-04 | 5.0312e-06 | -0.4179 |  | N | ELAVL1 | BNIP1 | NK_cells_activated | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000115170,ACVR1 | 0.4344 | 1.7326e-04 | 2.6041e-06 | 0.4292 |  | N | ELAVL1;MSI1 | ACVR1 | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000116406,EDEM3 | 0.4359 | 1.9545e-04 | 1.5032e-06 | 0.4383 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000116991,SIPA1L2 | 0.3985 | 6.5301e-04 | 1.3933e-06 | 0.4395 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000117020,AKT3 | 0.4520 | 1.0813e-04 | 5.3069e-06 | 0.4170 |  | N | ELAVL1;MSI1 | NA | T_cells_CD4_memory_activated | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000120699,EXOSC8 | -0.4745 | 4.4394e-05 | 4.4731e-07 | -0.4575 |  | N | ELAVL1;MSI1 | NA | T_cells_follicular_helper | GSVA_HALLMARK_UV_RESPONSE_DN |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000121297,TSHZ3 | 0.4654 | 5.6201e-05 | 4.5403e-07 | 0.4572 |  | N | ELAVL1;MSI1 | NA | T_cells_CD4_memory_resting | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000127526,SLC35E1 | 0.4174 | 3.8959e-04 | 6.2135e-06 | 0.4142 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000129028,THAP10 | 0.3737 | 1.6984e-03 | 4.5467e-06 | 0.4196 |  | N | ELAVL1;MSI1 | NA | NK_cells_activated | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000130147,SH3BP4 | 0.5549 | 5.6056e-07 | 6.9925e-09 | 0.5156 |  | N | ELAVL1;MSI1 | SH3BP4 | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000130544,ZNF557 | 0.3686 | 1.1856e-03 | 1.2472e-05 | 0.4016 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_CHOLESTEROL_HOMEOSTASIS |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000131409,LRRC4B | 0.4129 | 3.9542e-04 | 1.7144e-06 | 0.4361 |  | N | ELAVL1 | NA | T_cells_CD8 | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000132825,PPP1R3D | 0.4239 | 2.8563e-04 | 1.6027e-06 | 0.4372 |  | N | ELAVL1 | NA | T_cells_CD4_memory_resting | GSVA_HALLMARK_MYC_TARGETS_V2 |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000135916,ITM2C | 0.4020 | 5.3257e-04 | 7.9431e-06 | 0.4098 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_ESTROGEN_RESPONSE_LATE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000137310,TCF19 | 0.4018 | 5.5294e-04 | 1.1903e-06 | 0.4421 |  | N | ELAVL1 | NA | T_cells_CD8 | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000139645,ANKRD52 | 0.4966 | 6.7805e-06 | 1.4824e-06 | 0.4385 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000140265,ZSCAN29 | 0.4432 | 8.9603e-05 | 4.2810e-06 | 0.4207 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000141759,TXNL4A | -0.4363 | 1.6863e-04 | 6.3435e-06 | -0.4138 |  | N | ELAVL1;MSI1 | NA | NK_cells_activated | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000142149,HUNK | 0.5094 | 5.5093e-06 | 1.2496e-07 | 0.4765 |  | N | ELAVL1 | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000143153,ATP1B1 | 0.4004 | 8.1543e-04 | 3.2982e-06 | 0.4252 |  | N | ELAVL1;MSI1 | NA | Macrophages_M2 | GSVA_HALLMARK_MYC_TARGETS_V2 |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000143157,POGK | 0.4882 | 2.0318e-05 | 2.4483e-08 | 0.4992 |  | N | ELAVL1;MSI1 | NA | NK_cells_activated | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000143363,PRUNE | 0.3780 | 1.3156e-03 | 7.4359e-06 | 0.4110 |  | N | ELAVL1;MSI1 | NA | NK_cells_activated | GSVA_HALLMARK_P53_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000143624,INTS3 | 0.4128 | 4.8456e-04 | 6.8974e-06 | 0.4123 |  | N | ELAVL1;MSI1 | NA | NK_cells_activated | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000144535,DIS3L2 | 0.3660 | 2.1414e-03 | 7.3441e-07 | 0.4498 |  | N | ELAVL1;MSI1 | NA | Macrophages_M1 | GSVA_HALLMARK_MTORC1_SIGNALING |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000147548,WHSC1L1 | 0.4551 | 7.4313e-05 | 6.1402e-06 | 0.4144 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000149639,SOGA1 | 0.3930 | 1.0375e-03 | 7.7079e-06 | 0.4104 |  | N | ELAVL1;MSI1 | NA | Macrophages_M2 | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000151892,GFRA1 | 0.4073 | 5.9233e-04 | 1.8338e-07 | 0.4709 |  | N | ELAVL1;MSI1 | NA | Macrophages_M2 | GSVA_HALLMARK_MTORC1_SIGNALING |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000153363,LINC00467 | -0.3915 | 9.1198e-04 | 1.0983e-05 | -0.4040 |  | N | ELAVL1;MSI1 | NA | NK_cells_activated | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000155975,VPS37A | 0.3852 | 1.2493e-03 | 3.1966e-06 | 0.4257 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_COAGULATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000157570,TSPAN18 | 0.4635 | 5.6063e-05 | 2.7537e-06 | 0.4282 |  | N | ELAVL1 | NA | B_cells_naive | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000158691,ZSCAN12 | 0.3894 | 9.9607e-04 | 1.0862e-05 | 0.4042 |  | N | ELAVL1 | NA | T_cells_CD4_memory_resting | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000161281,COX7A1 | -0.4375 | 1.5630e-04 | 3.0196e-06 | -0.4267 |  | N | N | NA | B_cells_naive | GSVA_HALLMARK_GLYCOLYSIS |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000162430,SEPN1 | 0.4913 | 1.3254e-05 | 7.3923e-08 | 0.4840 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000162736,NCSTN | 0.4523 | 1.0226e-04 | 7.5609e-07 | 0.4493 |  | N | ELAVL1 | NCSTN | NK_cells_activated | GSVA_HALLMARK_MITOTIC_SPINDLE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000165102,HGSNAT | 0.4303 | 2.4391e-04 | 1.1590e-05 | 0.4030 |  | N | ELAVL1 | NA | T_cells_CD4_memory_resting | GSVA_HALLMARK_MYC_TARGETS_V2 |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000165704,HPRT1 | -0.5896 | 7.1694e-08 | 1.5104e-08 | -0.5056 |  | N | ELAVL1;MSI1 | HPRT1 | NK_cells_activated | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000167283,ATP5L | -0.4497 | 9.6656e-05 | 2.7943e-06 | -0.4280 |  | N | ELAVL1 | NA | B_cells_naive | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000167515,TRAPPC2L | -0.4189 | 2.9928e-04 | 9.2653e-06 | -0.4071 |  | N | ELAVL1 | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_UV_RESPONSE_DN |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000168116,KIAA1586 | 0.4705 | 3.0810e-05 | 1.1043e-07 | 0.4782 |  | N | ELAVL1 | NA | B_cells_naive | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000168172,HOOK3 | 0.4658 | 6.0433e-05 | 4.0762e-06 | 0.4215 |  | N | ELAVL1;MSI1 | NA | Macrophages_M2 | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000168385,SEPT2 | 0.4791 | 3.2166e-05 | 2.7552e-09 | 0.5273 |  | N | ELAVL1;MSI1 | NA | T_cells_CD4_memory_activated | GSVA_HALLMARK_UV_RESPONSE_DN |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000170275,CRTAP | 0.4197 | 3.1777e-04 | 1.3327e-05 | 0.4004 |  | N | ELAVL1;MSI1 | NA | T_cells_CD4_memory_resting | GSVA_HALLMARK_GLYCOLYSIS |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000170549,IRX1 | 0.3275 | 6.9969e-03 | 1.2373e-07 | 0.4766 |  | N | MSI1 | NA | B_cells_naive | GSVA_HALLMARK_CHOLESTEROL_HOMEOSTASIS |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000170819,BFSP2 | -0.4147 | 4.9558e-04 | 9.4411e-06 | -0.4067 |  | N | ELAVL1 | NA | T_cells_follicular_helper | GSVA_HALLMARK_MYC_TARGETS_V2 |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000171016,PYGO1 | 0.4188 | 3.7184e-04 | 5.8372e-06 | 0.4153 |  | N | ELAVL1;MSI1 | NA | Macrophages_M2 | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000171208,NETO2 | 0.3522 | 2.2611e-03 | 6.8413e-08 | 0.4851 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_ESTROGEN_RESPONSE_LATE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000171291,ZNF439 | 0.3592 | 3.3335e-03 | 1.3234e-05 | 0.4006 |  | N | ELAVL1 | NA | Macrophages_M2 | GSVA_HALLMARK_SPERMATOGENESIS |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000172748,ZNF596 | 0.3895 | 8.0355e-04 | 5.8037e-06 | 0.4154 |  | N | ELAVL1 | NA | B_cells_naive | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000173273,TNKS | 0.4238 | 3.2900e-04 | 6.5024e-06 | 0.4134 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000174106,LEMD3 | 0.3909 | 8.7087e-04 | 1.0083e-05 | 0.4055 |  | N | ELAVL1;MSI1 | LEMD3 | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000178229,ZNF543 | 0.4354 | 1.1530e-04 | 2.0009e-06 | 0.4336 |  | N | ELAVL1 | NA | B_cells_naive | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000179833,SERTAD2 | 0.4838 | 1.8795e-05 | 9.0657e-07 | 0.4464 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000179912,R3HDM2 | 0.3579 | 2.5335e-03 | 1.2555e-06 | 0.4412 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_UV_RESPONSE_UP |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000179941,BBS10 | 0.4353 | 1.9061e-04 | 1.4933e-06 | 0.4384 |  | N | ELAVL1 | NA | B_cells_naive | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000183309,ZNF623 | 0.3806 | 1.0921e-03 | 1.4936e-06 | 0.4384 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000185527,PDE6G | -0.4028 | 6.2170e-04 | 1.3478e-05 | -0.4002 |  | N | ELAVL1 | NA | NK_cells_activated | GSVA_HALLMARK_MTORC1_SIGNALING |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000185630,PBX1 | 0.3554 | 3.7227e-03 | 5.5756e-06 | 0.4161 |  | N | ELAVL1;MSI1 | PBX1 | Macrophages_M2 | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000185900,POMK | 0.3820 | 1.2948e-03 | 6.4035e-06 | 0.4136 |  | N | ELAVL1 | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000186166,CCDC84 | -0.4644 | 3.9962e-05 | 2.2571e-06 | -0.4316 |  | N | ELAVL1;MSI1 | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000186814,ZSCAN30 | 0.4188 | 2.4998e-04 | 1.1325e-05 | 0.4034 |  | N | ELAVL1;MSI1 | NA | NK_cells_activated | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000188342,GTF2F2 | -0.4363 | 2.0508e-04 | 1.1953e-05 | -0.4024 |  | N | ELAVL1;MSI1 | NA | Macrophages_M2 | GSVA_HALLMARK_APICAL_JUNCTION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000189046,ALKBH2 | 0.3552 | 2.1967e-03 | 1.0902e-05 | 0.4041 |  | N | ELAVL1 | NA | B_cells_naive | GSVA_HALLMARK_GLYCOLYSIS |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000189298,ZKSCAN3 | 0.4791 | 2.1470e-05 | 2.7180e-07 | 0.4650 |  | N | ELAVL1 | NA | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000197291,RAMP2-AS1 | 0.4390 | 1.8807e-04 | 3.8225e-06 | 0.4226 |  | N | ELAVL1 | NA | T_cells_CD4_memory_activated | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000197808,ZNF461 | 0.4177 | 2.2863e-04 | 4.0487e-06 | 0.4216 |  | N | ELAVL1 | NA | B_cells_naive | GSVA_HALLMARK_GLYCOLYSIS |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000197863,ZNF790 | 0.4194 | 3.9804e-04 | 1.0669e-05 | 0.4045 |  | N | ELAVL1;MSI1 | NA | NK_cells_activated | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000198580,RP11-611L7.2 | 0.4107 | 5.0524e-04 | 6.4345e-06 | 0.4136 |  | N | N | NA | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000216775,RP1-152L7.5 | 0.4404 | 1.7341e-04 | 8.5528e-06 | 0.4085 |  | N | N | NA | T_cells_CD4_memory_resting | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000229539,RP11-119B16.2 | 0.3847 | 1.0556e-03 | 7.5342e-06 | 0.4108 |  | N | N | NA | NK_cells_activated | GSVA_HALLMARK_HYPOXIA |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000249471,ZNF324B | 0.4122 | 4.2941e-04 | 4.9119e-06 | 0.4183 |  | N | ELAVL1 | NA | Macrophages_M0 | GSVA_HALLMARK_UV_RESPONSE_DN |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000254198,RP11-598P20.3 | 0.4204 | 2.9348e-04 | 1.0172e-06 | 0.4446 |  | N | N | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000254419,RP11-261P9.4 | 0.4430 | 9.3028e-05 | 1.2087e-06 | 0.4418 |  | N | N | NA | B_cells_naive | GSVA_HALLMARK_CHOLESTEROL_HOMEOSTASIS |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000263002,ZNF234 | 0.4247 | 1.9888e-04 | 3.0277e-06 | 0.4266 |  | N | ELAVL1 | NA | B_cells_naive | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000263753,LINC00667 | 0.4522 | 8.1984e-05 | 3.8598e-06 | 0.4225 |  | N | ELAVL1;MSI1 | NA | NK_cells_activated | GSVA_HALLMARK_MTORC1_SIGNALING |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000267640,CTD-2554C21.2 | 0.3577 | 3.5656e-03 | 6.3689e-07 | 0.4520 |  | N | N | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000272913,RP11-440D17.3 | 0.3941 | 6.2503e-04 | 1.5012e-08 | 0.5057 |  | N | N | NA | B_cells_naive | GSVA_HALLMARK_GLYCOLYSIS |
| chr9:92078561-92079375:- | TGCT | EER | ENSG00000280128,XXbac-BPG283O16.9 | 0.3712 | 1.5710e-03 | 2.9995e-06 | 0.4268 |  | N | ELAVL1 | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_MTORC1_SIGNALING |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000000457,SCYL3 | 0.4381 | 1.0196e-04 | 2.5828e-06 | 0.4240 |  | N | ACIN1;ADAR;ALYREF;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;EWSR1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LIN28A;LIN28B;LSM11;MOV10;NOP56;NOP58;NUMA1;PRPF8;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM47;RC3H1;SF3A3;SMNDC1;SND1;SRSF1;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDF1;ZNF184 | NA | NK_cells_activated | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000003987,MTMR7 | 0.4402 | 4.2821e-05 | 3.5579e-06 | 0.4187 |  | N | ADAR;CNBP;CSTF2T;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FBL;FMR1;FTO;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;IGF2BP2;IGF2BP3;KHDRBS2;LIN28A;LIN28B;MBNL2;MOV10;NOP56;NOP58;NUMA1;PTBP1;QKI;RBFOX2;RBM10;SRSF1;TAF15;TARDBP;U2AF2;UPF1;YTHDC1;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000011677,GABRA3 | 0.3023 | 9.3605e-03 | 3.4516e-06 | 0.4192 |  | N | ADAR;CSTF2T;DGCR8;DKC1;EIF4A3;EIF4G2;ELAVL1;EWSR1;FAM120A;FBL;FMR1;FUS;FXR1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;LIN28B;MBNL2;MSI1;NOP56;NOP58;PRPF8;PTBP1;RBFOX2;RBM6;SLBP;SRSF1;SRSF3;TAF15;TARDBP;TROVE2;U2AF2;UPF1;YTHDC1 | NA | Macrophages_M2 | GSVA_HALLMARK_ESTROGEN_RESPONSE_LATE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000020256,ZFP64 | 0.4512 | 5.3025e-05 | 6.4182e-08 | 0.4802 |  | N | ACIN1;ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LIN28;LIN28A;LIN28B;LSM11;METTL3;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM27;RBM47;SF3B4;SLTM;SND1;SRSF1;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Macrophages_M0 | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000031823,RANBP3 | 0.3761 | 1.0300e-03 | 1.3561e-06 | 0.4346 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;MBNL2;METTL3;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM6;RC3H1;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | NK_cells_activated | GSVA_HALLMARK_MTORC1_SIGNALING |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000047849,MAP4 | 0.4069 | 2.5033e-04 | 1.6498e-06 | 0.4314 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RBM6;RC3H1;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000061987,MON2 | 0.4490 | 6.7911e-05 | 5.5723e-06 | 0.4110 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;METTL3;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RC3H1;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Macrophages_M2 | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000062370,ZNF112 | 0.4546 | 5.3331e-05 | 7.6011e-07 | 0.4438 |  | N | ACIN1;BCCIP;BUD13;CNBP;CSTF2T;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;EWSR1;FBL;FMR1;FTO;FUS;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPL;HNRNPU;HNRNPUL1;IGF2BP2;IGF2BP3;KHDRBS2;LIN28;LIN28A;LIN28B;METTL3;MOV10;MSI1;NOP56;NOP58;NUMA1;PRPF8;PTBP1;QKI;RBFOX2;RBM10;RBM27;RBM47;RC3H1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;U2AF2;UPF1;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000071051,NCK2 | 0.4696 | 1.2147e-05 | 1.3980e-06 | 0.4341 |  | N | ACIN1;ADAR;AUH;BCCIP;CELF2;CNBP;CSTF2T;DDX3X;DDX54;DGCR8;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR2;GTF2F1;HNRNPA1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;LARP4B;LARP7;LIN28;LIN28A;LIN28B;MBNL2;METTL3;MOV10;MSI1;MSI2;NOP56;NOP58;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM27;RBM47;SF3B4;SRSF1;SRSF9;TAF15;TARDBP;TRA2A;TROVE2;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1 | NCK2 | B_cells_naive | GSVA_HALLMARK_GLYCOLYSIS |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000076321,KLHL20 | 0.3846 | 1.0230e-03 | 2.0248e-06 | 0.4281 |  | N | ACIN1;ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | KLHL20 | T_cells_CD4_memory_resting | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000078804,TP53INP2 | 0.4209 | 1.9516e-04 | 7.3125e-06 | 0.4062 |  | N | ADAR;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MBNL2;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM22;RBM27;RBM47;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | NA | T_cells_CD4_memory_resting | GSVA_HALLMARK_MTORC1_SIGNALING |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000081665,ZNF506 | 0.4073 | 3.6198e-04 | 9.4478e-06 | 0.4017 |  | N | ADAR;CNBP;CSTF2T;DDX54;DHX9;DKC1;ELAVL1;ELAVL3;EWSR1;FBL;FMR1;FUS;FXR2;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPL;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LIN28A;MBNL2;MOV10;NOP56;NOP58;PTBP1;QKI;RBM10;RBM47;SRSF1;TAF15;TARBP2;U2AF2;UPF1;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000083168,KAT6A | 0.4464 | 5.8685e-05 | 3.0878e-06 | 0.4211 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;METTL3;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RC3H1;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | KAT6A | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000087152,ATXN7L3 | 0.4025 | 3.7077e-04 | 3.0863e-06 | 0.4211 |  | N | AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;METTL3;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RC3H1;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000089220,PEBP1 | -0.4666 | 3.1478e-05 | 6.8915e-07 | -0.4453 |  | N | ACIN1;ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;METTL3;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM22;RBM27;RBM47;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_CD4_memory_resting | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000100865,CINP | -0.4575 | 4.0383e-05 | 5.8335e-06 | -0.4102 |  | N | ACIN1;ADAR;AUH;BCCIP;BUD13;CELF2;CNBP;CSTF2T;DDX3X;DDX54;DGCR8;DHX9;EIF4A3;EIF4G2;ELAVL1;ELAVL3;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPL;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;RBFOX2;RBM10;RBM27;SF3B4;SND1;SRSF1;SRSF3;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_DNA_REPAIR |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000104427,ZC2HC1A | 0.3683 | 1.6620e-03 | 1.5263e-06 | 0.4327 |  | N | ADAR;BCCIP;BUD13;CELF2;CNBP;CSTF2T;DDX54;DGCR8;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FBL;FMR1;FTO;FUS;FXR1;HNRNPA1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;IGF2BP2;IGF2BP3;KHDRBS2;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI1;NOP56;NOP58;PCBP2;PRPF8;PTBP1;PUM2;RANGAP1;RBFOX2;RBM47;SRSF1;SRSF10;SRSF9;TAF15;TARDBP;TIA1;U2AF1;U2AF2;UPF1;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000104723,TUSC3 | 0.4884 | 8.9917e-06 | 1.7174e-08 | 0.4980 |  | N | ACIN1;ADAR;AIFM1;CELF2;CNBP;CSTF2T;DDX3X;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FBL;FMR1;FTO;FUS;FXR2;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PRPF8;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RBM6;SF3B4;SLBP;SMNDC1;SND1;SRSF1;SRSF10;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;YTHDC1;YTHDF1;ZC3H7B | NA | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000105245,NUMBL | 0.3811 | 6.0492e-04 | 2.2687e-06 | 0.4262 |  | N | ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NUMBL | B_cells_naive | GSVA_HALLMARK_MTORC1_SIGNALING |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000105514,RAB3D | 0.5184 | 2.3995e-06 | 2.8497e-07 | 0.4588 |  | N | ACIN1;ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;METTL3;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;ZNF184 | RAB3D | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000113734,BNIP1 | -0.4110 | 1.5230e-04 | 9.2967e-06 | -0.4020 |  | N | ACIN1;BUD13;CELF2;CNBP;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;IGF2BP1;IGF2BP2;IGF2BP3;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;MOV10;MSI2;NOP56;NOP58;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;SF3B4;SMNDC1;SND1;SRSF1;SRSF7;TAF15;TARDBP;TRA2A;U2AF1;U2AF2;UPF1;YTHDC1;ZC3H7B;ZNF184 | BNIP1 | NK_cells_activated | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000115170,ACVR1 | 0.4330 | 1.1877e-04 | 2.8845e-06 | 0.4222 |  | N | ACIN1;ADAR;AUH;BCCIP;BUD13;CELF2;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;EWSR1;FAM120A;FBL;FMR1;FUS;FXR2;GTF2F1;HNRNPA1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;LARP7;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI1;NONO;NOP56;NOP58;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM47;RC3H1;SF3A3;SF3B4;SLBP;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;YTHDC1;YTHDF1;ZNF184 | ACVR1 | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000116406,EDEM3 | 0.4501 | 6.7538e-05 | 4.8231e-07 | 0.4508 |  | N | ACIN1;ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;METTL3;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RC3H1;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000116991,SIPA1L2 | 0.4025 | 3.9828e-04 | 1.8112e-06 | 0.4299 |  | N | ACIN1;ADAR;AIFM1;ALYREF;CELF2;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FBL;FMR1;FTO;FUS;FXR1;FXR2;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI1;MSI2;NOP56;NOP58;NUMA1;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;SRSF1;TAF15;TARDBP;TIA1;TIAL1;U2AF2;UPF1;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000117020,AKT3 | 0.4529 | 6.4250e-05 | 5.0850e-06 | 0.4126 |  | N | ADAR;AIFM1;CELF2;CNBP;CSTF2T;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FBL;FMR1;FTO;FUS;FXR1;FXR2;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LIN28;LIN28A;LIN28B;MBNL2;METTL3;MOV10;MSI1;MSI2;NOP56;NOP58;NUMA1;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM47;RC3H1;SRSF1;SRSF10;SRSF3;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TROVE2;U2AF2;UPF1;VIM;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | T_cells_CD4_memory_activated | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000120699,EXOSC8 | -0.4528 | 6.9994e-05 | 7.4146e-07 | -0.4442 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DKC1;EIF4A3;EIF4G2;ELAVL1;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28B;LSM11;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_UV_RESPONSE_DN |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000121297,TSHZ3 | 0.4665 | 3.1093e-05 | 3.8952e-07 | 0.4540 |  | N | ADAR;AIFM1;CELF2;CNBP;CSTF2T;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI1;NOP56;NOP58;PCBP2;PUM2;RANGAP1;RBFOX2;RBM10;RC3H1;SRSF1;TAF15;TARDBP;TIAL1;U2AF2;UPF1;VIM;ZC3H7B;ZNF184 | NA | T_cells_CD4_memory_resting | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000127526,SLC35E1 | 0.4207 | 2.3423e-04 | 5.5599e-06 | 0.4110 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;METTL3;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RC3H1;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000129028,THAP10 | 0.3853 | 8.4759e-04 | 2.4724e-06 | 0.4248 |  | N | BCCIP;CNBP;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;ELAVL3;FBL;FMR1;FTO;FUS;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;LARP4B;LIN28B;MBNL2;MOV10;MSI1;MSI2;NOP56;NOP58;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM47;RC3H1;SRSF1;SRSF9;TARDBP;U2AF2;UPF1;YTHDC1;ZC3H7B;ZNF184 | NA | NK_cells_activated | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000130147,SH3BP4 | 0.5485 | 3.0985e-07 | 6.1999e-09 | 0.5112 |  | N | ACIN1;ADAR;ALYREF;BCCIP;BUD13;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;LARP4B;LARP7;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI1;NOP56;NOP58;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM47;RBM6;RC3H1;SF3A3;SF3B4;SLTM;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;U2AF1;U2AF2;UPF1;VIM;YTHDC1;YTHDF1;ZC3H7B | SH3BP4 | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000130544,ZNF557 | 0.3736 | 7.3009e-04 | 8.9201e-06 | 0.4027 |  | N | ACIN1;ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DGCR8;DHX9;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI1;MSI2;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM47;RC3H1;SF3A3;SF3B4;SLTM;SND1;SRSF1;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_CHOLESTEROL_HOMEOSTASIS |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000131409,LRRC4B | 0.4218 | 1.8804e-04 | 8.2829e-07 | 0.4424 |  | N | ADAR;AIFM1;AUH;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;LARP4B;LARP7;LIN28;LIN28A;LSM11;MBNL2;METTL3;MOV10;NOP56;NOP58;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM27;SLTM;SND1;SRSF1;SRSF10;SRSF3;TAF15;TARDBP;TROVE2;U2AF2;VIM;XRN2;YTHDC1;YWHAG;ZNF184 | NA | T_cells_CD8 | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000132825,PPP1R3D | 0.4221 | 2.0841e-04 | 1.6627e-06 | 0.4313 |  | N | ADAR;AUH;BUD13;CNBP;CPSF6;CSTF2T;DDX54;EIF4A3;ELAVL1;FAM120A;FBL;FMR1;FUS;GTF2F1;HNRNPC;HNRNPU;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;LIN28;LIN28A;LIN28B;MOV10;NOP56;NOP58;PRPF8;RBFOX2;RBM47;SLTM;SND1;SRSF1;SRSF3;SRSF7;SRSF9;TAF15;TIA1;U2AF1;U2AF2;UPF1;YTHDF1;ZNF184 | NA | T_cells_CD4_memory_resting | GSVA_HALLMARK_MYC_TARGETS_V2 |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000137310,TCF19 | 0.3991 | 4.3736e-04 | 7.8005e-07 | 0.4434 |  | N | ADAR;AIFM1;BUD13;CPSF6;CSTF2T;DDX3X;DDX42;DGCR8;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPC;HNRNPM;HNRNPU;IGF2BP1;IGF2BP2;IGF2BP3;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM27;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF9;TAF15;TARDBP;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | NA | T_cells_CD8 | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000139645,ANKRD52 | 0.5038 | 2.1340e-06 | 1.1581e-06 | 0.4371 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RBM6;RC3H1;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000140265,ZSCAN29 | 0.4468 | 4.5914e-05 | 9.6876e-06 | 0.4012 |  | N | ADAR;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX54;DGCR8;EIF4A3;EIF4G2;ELAVL1;ELAVL3;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP7;LIN28;LIN28B;LSM11;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RC3H1;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000141759,TXNL4A | -0.4324 | 1.2913e-04 | 7.3928e-06 | -0.4060 |  | N | ACIN1;ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RBM6;RC3H1;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | NK_cells_activated | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000142149,HUNK | 0.4994 | 4.4466e-06 | 2.9431e-07 | 0.4583 |  | N | ADAR;AUH;BCCIP;BUD13;CELF2;CNBP;CSTF2T;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;GTF2F1;HNRNPA1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;LIN28;LIN28A;LIN28B;MBNL2;MOV10;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM6;SF3A3;SF3B4;SLTM;SMNDC1;SRSF1;SRSF3;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF2;UPF1;YTHDC1;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000143153,ATP1B1 | 0.4018 | 5.6412e-04 | 3.2622e-06 | 0.4201 |  | N | ACIN1;ADAR;AIFM1;AUH;BCCIP;BUD13;CNBP;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;MBNL2;METTL3;MOV10;MSI1;NOP56;NOP58;PCBP2;PRPF8;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RBM6;RC3H1;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Macrophages_M2 | GSVA_HALLMARK_MYC_TARGETS_V2 |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000143157,POGK | 0.4887 | 1.0524e-05 | 1.5794e-08 | 0.4991 |  | N | ACIN1;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MBNL2;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM27;RBM47;RC3H1;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | NK_cells_activated | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000143363,PRUNE | 0.3787 | 9.6641e-04 | 9.0126e-06 | 0.4025 |  | N | ACIN1;ADAR;ALYREF;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;ELAVL3;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHSRP;LARP4B;LIN28;LIN28B;LSM11;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM27;RC3H1;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | NK_cells_activated | GSVA_HALLMARK_P53_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000143624,INTS3 | 0.4313 | 1.5748e-04 | 2.8206e-06 | 0.4226 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | NK_cells_activated | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000144535,DIS3L2 | 0.3480 | 3.0953e-03 | 3.1796e-06 | 0.4206 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP7;LIN28;LIN28B;LSM11;MBNL2;MOV10;MSI1;MSI2;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;RANGAP1;RBFOX2;RBM10;RBM27;RBM47;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | NA | Macrophages_M1 | GSVA_HALLMARK_MTORC1_SIGNALING |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000147548,WHSC1L1 | 0.4567 | 4.1311e-05 | 6.6191e-06 | 0.4080 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;METTL3;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RC3H1;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000151892,GFRA1 | 0.4053 | 4.5688e-04 | 1.7060e-07 | 0.4663 |  | N | ADAR;CELF2;CNBP;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FBL;FMR1;FUS;HNRNPA1;HNRNPC;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI1;NOP56;NOP58;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RC3H1;SRSF3;TAF15;TARDBP;TIA1;TROVE2;U2AF2;UPF1;ZC3H7B | NA | Macrophages_M2 | GSVA_HALLMARK_MTORC1_SIGNALING |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000153363,LINC00467 | -0.3857 | 8.4060e-04 | 1.0236e-05 | -0.4002 |  | N | ADAR;CELF2;CNBP;CSTF2T;DDX3X;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;EWSR1;FBL;FMR1;FUS;HNRNPC;HNRNPK;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;LARP4B;LIN28;LIN28B;MOV10;MSI1;NONO;NOP56;NOP58;PCBP2;PRPF8;PTBP1;QKI;RBFOX2;RBM10;RBM22;RBM6;SLTM;SRSF1;SRSF10;TAF15;TARDBP;TIAL1;U2AF2;UPF1;YTHDC1;YWHAG | NA | NK_cells_activated | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000155975,VPS37A | 0.3914 | 7.4410e-04 | 2.8693e-06 | 0.4223 |  | N | ACIN1;ADAR;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_COAGULATION |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000157570,TSPAN18 | 0.4592 | 4.0127e-05 | 4.6215e-06 | 0.4142 |  | N | ADAR;AIFM1;CNBP;CSTF2T;DDX3X;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;EWSR1;FBL;FMR1;FUS;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;LIN28;LIN28A;LIN28B;METTL3;MOV10;NONO;NOP56;NOP58;NUMA1;PRPF8;PTBP1;RANGAP1;RBFOX2;SLTM;SMNDC1;SRSF3;TAF15;TARDBP;TROVE2;U2AF2;UPF1 | NA | B_cells_naive | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000161281,COX7A1 | -0.4463 | 6.7159e-05 | 1.8211e-06 | -0.4298 |  | N | DKC1;FUS;HNRNPL;TAF15 | NA | B_cells_naive | GSVA_HALLMARK_GLYCOLYSIS |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000162430,SEPN1 | 0.4750 | 1.5627e-05 | 2.2782e-07 | 0.4621 |  | N | ACIN1;ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000162736,NCSTN | 0.4315 | 1.5838e-04 | 1.7928e-06 | 0.4301 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL3;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RC3H1;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NCSTN | NK_cells_activated | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000165704,HPRT1 | -0.5847 | 3.1683e-08 | 1.6643e-08 | -0.4985 |  | N | ACIN1;ADAR;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;LARP4B;LARP7;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM47;SF3A3;SF3B4;SLBP;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TROVE2;U2AF2;UPF1;VIM;XRN2;YTHDC1;ZC3H7B | HPRT1 | NK_cells_activated | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000167283,ATP5L | -0.4524 | 5.2055e-05 | 2.3178e-06 | -0.4258 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YWHAG;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000167384,ZNF180 | 0.3503 | 2.7025e-03 | 1.0332e-05 | 0.4001 |  | N | AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MOV10;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;RANGAP1;RBFOX2;RBM10;RBM47;RC3H1;SF3A3;SF3B4;SLTM;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDF1;ZC3H7B;ZNF184 | NA | Dendritic_cells_resting | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000168116,KIAA1586 | 0.4570 | 3.3129e-05 | 2.6508e-07 | 0.4598 |  | N | ACIN1;AUH;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;EIF4A3;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MBNL2;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RC3H1;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000168172,HOOK3 | 0.4594 | 4.7914e-05 | 5.9341e-06 | 0.4099 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RC3H1;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Macrophages_M2 | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000168385,SEPT2 | 0.4623 | 4.0148e-05 | 1.3476e-08 | 0.5012 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;METTL3;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RBM6;RC3H1;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_CD4_memory_activated | GSVA_HALLMARK_UV_RESPONSE_DN |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000170549,IRX1 | 0.3394 | 3.9486e-03 | 5.2390e-08 | 0.4830 |  | N | ADAR;DGCR8;DKC1;EIF4A3;FBL;FUS;IGF2BP2;MSI1;TARDBP | NA | B_cells_naive | GSVA_HALLMARK_CHOLESTEROL_HOMEOSTASIS |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000170819,BFSP2 | -0.4159 | 3.3279e-04 | 4.9728e-06 | -0.4129 |  | N | ADAR;DGCR8;DKC1;EIF4A3;ELAVL1;EWSR1;FBL;FUS;HNRNPC;HNRNPL;IGF2BP2;NOP58;PTBP1;RBFOX2;SRSF3;TAF15;UPF1 | NA | T_cells_follicular_helper | GSVA_HALLMARK_MYC_TARGETS_V2 |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000171016,PYGO1 | 0.4182 | 2.6315e-04 | 5.0593e-06 | 0.4126 |  | N | ACIN1;ADAR;BUD13;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;EWSR1;FBL;FMR1;FUS;FXR2;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;LARP4B;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI1;NOP56;NOP58;NUMA1;PRPF8;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM47;RC3H1;SRSF1;SRSF10;SRSF3;SRSF7;TAF15;TIAL1;TROVE2;U2AF1;U2AF2;UPF1;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | Macrophages_M2 | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000171208,NETO2 | 0.3632 | 1.1617e-03 | 4.6663e-08 | 0.4846 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PRPF8;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RC3H1;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_ESTROGEN_RESPONSE_LATE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000171291,ZNF439 | 0.3576 | 2.8049e-03 | 1.0201e-05 | 0.4003 |  | N | BUD13;CSTF2T;DGCR8;DKC1;EIF4A3;ELAVL1;ELAVL3;FBL;FMR1;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;NONO;NOP58;PCBP2;PRPF8;SLTM;SRSF1;SRSF9;TAF15;TIA1;U2AF1;U2AF2;UPF1 | NA | Macrophages_M2 | GSVA_HALLMARK_SPERMATOGENESIS |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000173273,TNKS | 0.4317 | 1.6046e-04 | 6.6069e-06 | 0.4080 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RBM6;RC3H1;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000174106,LEMD3 | 0.4084 | 3.1668e-04 | 4.7008e-06 | 0.4139 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI1;MSI2;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RBM6;RC3H1;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | LEMD3 | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000178229,ZNF543 | 0.4325 | 8.2024e-05 | 3.7208e-06 | 0.4179 |  | N | ADAR;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;DDX3X;DDX54;DGCR8;EIF4A3;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI2;NOP56;NOP58;PRPF8;PTBP1;PUM2;RANGAP1;RBM10;RBM47;RC3H1;SF3A3;SLTM;SND1;SRSF1;SRSF3;SRSF7;SRSF9;TAF15;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000179833,SERTAD2 | 0.4660 | 2.4355e-05 | 2.2378e-06 | 0.4264 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM27;RBM47;RC3H1;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000179912,R3HDM2 | 0.3511 | 2.5189e-03 | 3.4414e-06 | 0.4192 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MBNL2;METTL3;MOV10;MSI1;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_UV_RESPONSE_UP |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000179941,BBS10 | 0.4358 | 1.2122e-04 | 1.9251e-06 | 0.4289 |  | N | CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX54;DGCR8;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPL;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LIN28A;LIN28B;MOV10;MSI2;NOP56;NOP58;PRPF8;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM47;RC3H1;SLTM;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TIA1;TROVE2;U2AF1;U2AF2;UPF1;YTHDC1;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000181690,PLAG1 | 0.3280 | 7.0140e-03 | 7.5826e-06 | 0.4056 |  | N | ADAR;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FUS;FXR1;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LIN28;LIN28B;LSM11;MBNL2;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;RANGAP1;RBFOX2;RBM10;RBM22;RBM47;RC3H1;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000183309,ZNF623 | 0.3844 | 7.0165e-04 | 2.1272e-06 | 0.4273 |  | N | ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MBNL2;METTL3;MOV10;MSI1;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM27;RBM47;RBM6;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000185630,PBX1 | 0.3548 | 3.0431e-03 | 5.6713e-06 | 0.4107 |  | N | ACIN1;ADAR;AIFM1;ALYREF;CELF2;CNBP;CSTF2T;DDX3X;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FBL;FMR1;FTO;FUS;FXR2;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI1;NOP56;NOP58;NUMA1;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM6;RC3H1;SRSF1;SRSF10;SRSF3;SRSF7;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TROVE2;U2AF2;UPF1;VIM;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | PBX1 | Macrophages_M2 | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000185900,POMK | 0.3797 | 1.0631e-03 | 9.4619e-06 | 0.4016 |  | N | ACIN1;AIFM1;AUH;BCCIP;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;IGF2BP1;IGF2BP2;IGF2BP3;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NOP56;NOP58;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RC3H1;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;U2AF1;U2AF2;UPF1;VIM;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000186166,CCDC84 | -0.4488 | 4.8354e-05 | 2.3199e-06 | -0.4258 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;EIF4A3;EIF4G2;ELAVL1;ELAVL3;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHSRP;LARP7;LIN28;LIN28B;LSM11;MOV10;MSI1;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YWHAG;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000189298,ZKSCAN3 | 0.4577 | 3.3366e-05 | 8.0652e-07 | 0.4428 |  | N | ADAR;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;EWSR1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHSRP;LIN28;LIN28B;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;PUM2;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM47;RC3H1;SF3A3;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000197013,ZNF429 | 0.3971 | 4.9501e-04 | 5.7712e-06 | 0.4104 |  | N | ADAR;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LIN28A;LIN28B;LSM11;MOV10;MSI1;NONO;NOP56;NOP58;PRPF8;PTBP1;PUM2;QKI;RBFOX2;RBM10;RBM22;RBM27;RBM6;RC3H1;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;ZC3H7B | NA | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000197291,RAMP2-AS1 | 0.4486 | 8.0174e-05 | 2.0100e-06 | 0.4282 |  | N | ADAR;BUD13;CSTF2T;DGCR8;EIF4A3;ELAVL1;FBL;FMR1;FUS;HNRNPA1;HNRNPC;IGF2BP1;LIN28;LSM11;NOP56;NOP58;PCBP2;PRPF8;RBFOX2;SF3A3;SF3B4;SRSF1;SRSF9;TAF15;TIA1;U2AF1;U2AF2;ZNF184 | NA | T_cells_CD4_memory_activated | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000197808,ZNF461 | 0.4285 | 9.2623e-05 | 2.9215e-06 | 0.4220 |  | N | ADAR;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FBL;FMR1;FTO;FUS;FXR1;FXR2;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPD;HNRNPL;HNRNPU;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LIN28;LIN28A;LIN28B;MOV10;NOP56;NOP58;NUMA1;PRPF8;PUM2;RANGAP1;RBFOX2;RBM10;RC3H1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;U2AF1;U2AF2;UPF1;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_GLYCOLYSIS |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000198580,RP11-611L7.2 | 0.4112 | 3.4938e-04 | 5.6429e-06 | 0.4108 |  | N | N | NA | B_cells_naive | GSVA_HALLMARK_P53_PATHWAY |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000229539,RP11-119B16.2 | 0.3892 | 6.5834e-04 | 4.8074e-06 | 0.4135 |  | N | ADAR;AUH;BUD13;CSTF2T;DDX54;EIF4A3;FAM120A;FUS;HNRNPA1;HNRNPC;HNRNPK;HNRNPU;HNRNPUL1;IGF2BP2;IGF2BP3;PRPF8;RBFOX2;SF3A3;SLTM;SRSF1;SRSF7;SRSF9;TAF15;U2AF1;U2AF2;UPF1;ZNF184 | NA | NK_cells_activated | GSVA_HALLMARK_HYPOXIA |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000241837,ATP5O | -0.4084 | 4.1928e-04 | 7.9763e-06 | -0.4047 |  | N | ACIN1;ADAR;AIFM1;ALYREF;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;EIF4A3;EIF4G2;ELAVL1;ELAVL3;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL3;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YWHAG;ZNF184 | NA | T_cells_CD4_memory_resting | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000249471,ZNF324B | 0.4148 | 2.6865e-04 | 2.5832e-06 | 0.4240 |  | N | ADAR;AIFM1;BUD13;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DGCR8;DHX9;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPL;HNRNPM;HNRNPU;IGF2BP1;IGF2BP2;IGF2BP3;LIN28;LIN28B;LSM11;MOV10;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM27;RC3H1;SLTM;SMNDC1;SRSF1;SRSF9;TAF15;TROVE2;U2AF2;UPF1;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Macrophages_M0 | GSVA_HALLMARK_UV_RESPONSE_DN |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000254198,RP11-598P20.3 | 0.4243 | 1.6738e-04 | 9.2916e-07 | 0.4406 |  | N | N | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000254419,RP11-261P9.4 | 0.4585 | 2.6789e-05 | 6.6119e-07 | 0.4460 |  | N | AUH;BCCIP;BUD13;CELF2;CSTF2T;DDX54;EIF4A3;FAM120A;FBL;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPUL1;IGF2BP1;IGF2BP3;NONO;NOP58;PCBP2;PRPF8;RBFOX2;SF3B4;SLTM;SRSF1;TAF15;TARDBP;U2AF1;U2AF2;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_CHOLESTEROL_HOMEOSTASIS |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000263002,ZNF234 | 0.4389 | 6.7851e-05 | 1.8215e-06 | 0.4298 |  | N | ADAR;AUH;BCCIP;BUD13;CNBP;CPSF6;CSTF2T;DDX3X;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MOV10;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM47;RC3H1;SF3A3;SF3B4;SLTM;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;U2AF1;U2AF2;UPF1;XRN2;YTHDF1;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000263753,LINC00667 | 0.4460 | 6.5996e-05 | 4.2349e-06 | 0.4157 |  | N | ADAR;AUH;BCCIP;BUD13;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DKC1;EIF4A3;EIF4G2;ELAVL1;EWSR1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LIN28A;LIN28B;LSM11;MBNL2;MOV10;MSI1;NOP56;NOP58;PRPF8;PTBP1;QKI;RBFOX2;RBM22;RBM27;RBM47;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDF1 | NA | NK_cells_activated | GSVA_HALLMARK_MTORC1_SIGNALING |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000267100,ILF3-AS1 | 0.3346 | 4.5375e-03 | 6.2930e-06 | 0.4089 |  | N | ADAR;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28B;LSM11;MBNL2;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM27;RBM47;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDF1;YWHAG;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_TGF_BETA_SIGNALING |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000267640,CTD-2554C21.2 | 0.3707 | 1.8379e-03 | 1.1350e-07 | 0.4722 |  | N | N | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000268357,VN1R81P | 0.4144 | 3.5707e-04 | 5.0841e-06 | 0.4126 |  | N | N | NA | B_cells_naive | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000272913,RP11-440D17.3 | 0.3925 | 4.7692e-04 | 1.2740e-08 | 0.5020 |  | N | DDX54;DKC1;FBL;FUS;IGF2BP2 | NA | B_cells_naive | GSVA_HALLMARK_GLYCOLYSIS |
| ENSG00000090054.12,SPTLC1 | TGCT | EAG | ENSG00000280128,XXbac-BPG283O16.9 | 0.3781 | 9.2430e-04 | 1.2962e-06 | 0.4353 |  | N | ELAVL1;FBL;FMR1;HNRNPA1;HNRNPK;IGF2BP2;KHDRBS2;MOV10;NOP56;NOP58;RBM47;SRSF1;TARDBP;TROVE2;U2AF2;UPF1 | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_MTORC1_SIGNALING |