|
| ID_events | cancer | Type | Gene | beta | FDR | PearsonP | PearsonR | CorrelationPlot | RBP | RBPtargets | ImmuneGene | ImmuneFraction | HallMark |
| chr5:143225225-143226485:+ | COAD | EER | ENSG00000175048,ZDHHC14 | 0.2028 | 4.8269e-02 | 6.5355e-12 | 0.4433 |  | N | N | NA | Dendritic_cells_activated | GSVA_HALLMARK_PEROXISOME |
| chr5:143225225-143226485:+ | COAD | EER | ENSG00000188493,C19orf54 | 0.2430 | 1.3033e-02 | 2.7954e-10 | 0.4107 |  | N | N | NA | T_cells_follicular_helper | GSVA_HALLMARK_PROTEIN_SECRETION |
| chr5:143225225-143226485:+ | COAD | EER | ENSG00000250067,YJEFN3 | 0.2292 | 1.9521e-02 | 7.5160e-16 | 0.5102 |  | N | N | YJEFN3 | Dendritic_cells_activated | GSVA_HALLMARK_PROTEIN_SECRETION |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000019549,SNAI2 | 0.3358 | 8.1174e-03 | 3.1557e-10 | 0.5032 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_HYPOXIA |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000023608,SNAPC1 | 0.3462 | 6.0272e-03 | 4.2738e-09 | 0.4741 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000051128,HOMER3 | 0.3403 | 7.8946e-03 | 1.3632e-08 | 0.4601 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000063660,GPC1 | 0.3213 | 1.0287e-02 | 6.5261e-07 | 0.4086 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_WNT_BETA_CATENIN_SIGNALING |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000066697,MSANTD3 | 0.2793 | 3.6709e-02 | 2.8879e-08 | 0.4508 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000072041,SLC6A15 | 0.2797 | 3.6312e-02 | 1.5000e-08 | 0.4590 |  | N | N | NA | B_cells_naive | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000075618,FSCN1 | 0.3223 | 1.1655e-02 | 3.0050e-10 | 0.5038 |  | N | N | FSCN1 | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000087494,PTHLH | 0.2980 | 2.7495e-02 | 4.9698e-10 | 0.4984 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_HYPOXIA |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000100139,MICALL1 | 0.2849 | 3.1818e-02 | 2.2111e-07 | 0.4239 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_P53_PATHWAY |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000100504,PYGL | 0.2988 | 2.5902e-02 | 2.9180e-10 | 0.5041 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_HYPOXIA |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000102024,PLS3 | 0.2853 | 3.3041e-02 | 4.2604e-07 | 0.4147 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_HYPOXIA |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000104549,SQLE | 0.3276 | 8.5435e-03 | 1.1105e-08 | 0.4626 |  | N | N | NA | Macrophages_M0 | GSVA_HALLMARK_CHOLESTEROL_HOMEOSTASIS |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000105928,DFNA5 | 0.3693 | 3.7626e-03 | 2.4201e-08 | 0.4530 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_HYPOXIA |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000105971,CAV2 | 0.3268 | 1.3047e-02 | 2.4685e-08 | 0.4528 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000106605,BLVRA | 0.3425 | 7.5453e-03 | 9.1689e-08 | 0.4358 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_MYOGENESIS |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000114270,COL7A1 | 0.3021 | 2.4350e-02 | 1.5697e-08 | 0.4584 |  | N | N | COL7A1 | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000117394,SLC2A1 | 0.2937 | 2.2998e-02 | 1.7627e-07 | 0.4270 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_HYPOXIA |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000118200,CAMSAP2 | 0.2802 | 3.3668e-02 | 3.8783e-07 | 0.4160 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000120708,TGFBI | 0.3632 | 4.6667e-03 | 6.0505e-09 | 0.4700 |  | N | N | TGFBI | Macrophages_M0 | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000122884,P4HA1 | 0.3254 | 1.5446e-02 | 2.9798e-07 | 0.4197 |  | N | N | NA | B_cells_naive | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000126777,KTN1 | 0.2942 | 3.2896e-02 | 8.6064e-08 | 0.4366 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_HYPOXIA |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000126790,L3HYPDH | 0.2856 | 4.2320e-02 | 1.0850e-06 | 0.4011 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000127955,GNAI1 | 0.3176 | 1.5741e-02 | 5.4028e-07 | 0.4113 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_HYPOXIA |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000132429,POPDC3 | 0.3133 | 1.6842e-02 | 1.2515e-08 | 0.4612 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_HYPOXIA |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000133069,TMCC2 | 0.2965 | 2.3074e-02 | 1.0120e-08 | 0.4638 |  | N | N | NA | Dendritic_cells_resting | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000133101,CCNA1 | 0.3854 | 1.6027e-03 | 1.6524e-10 | 0.5101 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_HYPOXIA |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000137486,ARRB1 | -0.4350 | 1.5978e-04 | 3.8443e-07 | -0.4162 |  | N | N | ARRB1 | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000140968,IRF8 | -0.4237 | 1.7734e-04 | 7.8824e-07 | -0.4058 |  | N | N | IRF8 | T_cells_CD4_memory_resting | GSVA_HALLMARK_KRAS_SIGNALING_DN |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000144824,PHLDB2 | 0.3358 | 8.1864e-03 | 9.5324e-07 | 0.4030 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000147650,LRP12 | 0.3353 | 9.2779e-03 | 1.5401e-10 | 0.5108 |  | N | N | LRP12 | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000154380,ENAH | 0.2835 | 3.1479e-02 | 3.5099e-08 | 0.4483 |  | N | N | NA | B_cells_naive | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000164543,STK17A | 0.2994 | 2.7529e-02 | 1.1424e-08 | 0.4623 |  | N | N | STK17A | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000164930,FZD6 | 0.3238 | 1.2486e-02 | 5.3247e-07 | 0.4115 |  | N | N | NA | Dendritic_cells_resting | GSVA_HALLMARK_PANCREAS_BETA_CELLS |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000166130,IKBIP | 0.2919 | 3.3531e-02 | 4.8332e-07 | 0.4129 |  | N | N | IKBIP | B_cells_naive | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000169594,BNC1 | 0.2662 | 4.4727e-02 | 2.1678e-07 | 0.4242 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_P53_PATHWAY |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000169902,TPST1 | 0.3055 | 2.5095e-02 | 8.2269e-09 | 0.4663 |  | N | N | TPST1 | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000170779,CDCA4 | 0.3192 | 8.6284e-03 | 8.9520e-07 | 0.4040 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_E2F_TARGETS |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000171097,CCBL1 | 0.2887 | 3.2849e-02 | 4.1241e-07 | 0.4152 |  | N | N | NA | B_cells_naive | GSVA_HALLMARK_MTORC1_SIGNALING |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000171517,LPAR3 | 0.3120 | 1.8907e-02 | 1.5984e-09 | 0.4854 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_P53_PATHWAY |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000171867,PRNP | 0.3802 | 2.2083e-03 | 3.9294e-10 | 0.5009 |  | N | N | PRNP | B_cells_naive | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000176171,BNIP3 | 0.3588 | 4.6913e-03 | 2.2024e-09 | 0.4818 |  | N | N | BNIP3 | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_HYPOXIA |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000180447,GAS1 | 0.3182 | 1.9253e-02 | 1.0311e-07 | 0.4342 |  | N | N | GAS1 | T_cells_follicular_helper | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000181031,RPH3AL | -0.3908 | 1.5124e-03 | 3.3959e-07 | -0.4179 |  | N | N | RPH3AL | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000182118,FAM89A | 0.2776 | 4.0733e-02 | 5.9476e-07 | 0.4099 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_ALLOGRAFT_REJECTION |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000186615,KTN1-AS1 | 0.3780 | 2.3132e-03 | 1.1775e-08 | 0.4619 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000186684,CYP27C1 | 0.2872 | 3.5174e-02 | 6.0407e-10 | 0.4962 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_HYPOXIA |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000188130,MAPK12 | 0.3510 | 5.9072e-03 | 3.1912e-07 | 0.4188 |  | N | N | MAPK12 | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_WNT_BETA_CATENIN_SIGNALING |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000196083,IL1RAP | 0.3830 | 1.9600e-03 | 5.7161e-07 | 0.4105 |  | N | N | IL1RAP | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_WNT_BETA_CATENIN_SIGNALING |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000197535,MYO5A | 0.3076 | 2.2403e-02 | 8.7449e-09 | 0.4655 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000205744,DENND1C | -0.4010 | 5.9702e-04 | 1.0350e-07 | -0.4342 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_ALLOGRAFT_REJECTION |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000215301,DDX3X | -0.3536 | 4.6718e-03 | 2.6695e-07 | -0.4213 |  | N | N | DDX3X | NK_cells_activated | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000248994,RP11-259O2.1 | 0.3849 | 7.1907e-04 | 5.8373e-07 | 0.4102 |  | N | N | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_WNT_BETA_CATENIN_SIGNALING |
| chr5:143225225-143226485:+ | ESCA | EER | ENSG00000262454,RP11-65J21.3 | 0.3362 | 8.9497e-03 | 1.0330e-10 | 0.5150 |  | N | N | NA | Macrophages_M0 | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000019549,SNAI2 | 0.2984 | 2.7334e-02 | 1.1420e-09 | 0.4876 |  | N | ADAR;DDX54;DGCR8;EIF4A3;ELAVL1;FBL;FMR1;FUS;HNRNPC;IGF2BP2;LIN28;NUMA1;RANGAP1;RBFOX2;RBM47;RNF219;SRSF1;SRSF3;TAF15;TIAL1;U2AF2;UPF1;YTHDF1;ZNF184 | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_HYPOXIA |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000023608,SNAPC1 | 0.3167 | 1.6904e-02 | 9.1217e-09 | 0.4635 |  | N | ADAR;BCCIP;BUD13;CELF2;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;ELAVL3;FAM120A;FBL;FMR1;FTO;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHDRBS3;KHSRP;LIN28;LIN28A;LIN28B;MBNL1;MOV10;MSI1;MSI2;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM47;RNF219;RTCB;SF3A3;SF3B4;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;U2AF1;U2AF2;UPF1;YTHDC1;YTHDF1;ZNF184 | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000063660,GPC1 | 0.3425 | 5.7502e-03 | 1.8080e-07 | 0.4252 |  | N | ADAR;AIFM1;BCCIP;BUD13;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;FAM120A;FBL;FKBP4;FMR1;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;LARP7;LIN28;LIN28A;LIN28B;MBNL1;MBNL2;MOV10;MSI1;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM5;RNF219;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF3;SRSF9;TAF15;TARDBP;TIA1;TIAL1;U2AF1;U2AF2;UPF1;WTAP;YTHDC1;YTHDF1;ZNF184 | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_WNT_BETA_CATENIN_SIGNALING |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000072041,SLC6A15 | 0.2855 | 3.5841e-02 | 7.3744e-09 | 0.4661 |  | N | ADAR;AIFM1;CELF2;CNBP;CSTF2T;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;ELAVL3;FBL;FMR1;FTO;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHDRBS3;LIN28;LIN28A;LIN28B;MBNL2;MOV10;NOP56;NOP58;NUMA1;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM5;RNF219;SF3A3;SF3B4;SMNDC1;SRSF1;SRSF10;SRSF3;SRSF7;TAF15;TARDBP;TIA1;TIAL1;TROVE2;U2AF2;UPF1;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000073150,PANX2 | 0.3342 | 8.8278e-03 | 5.7389e-07 | 0.4091 |  | N | ADAR;BCCIP;BUD13;CNBP;CSTF2T;DDX54;DGCR8;DKC1;EIF4A3;ELAVL1;EWSR1;FAM120A;FBL;FKBP4;FMR1;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHSRP;LARP7;LIN28;LIN28B;MOV10;MSI1;NOP56;NOP58;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;YTHDC1;YTHDF1;ZNF184 | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000075618,FSCN1 | 0.2750 | 4.7763e-02 | 1.9536e-07 | 0.4242 |  | N | ADAR;AIFM1;ALYREF;BCCIP;BUD13;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;ELAVL3;FAM120A;FBL;FKBP4;FMR1;FTO;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHSRP;LARP7;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI1;MSI2;NOP56;NOP58;PCBP2;PRPF8;PTBP1;RBFOX2;RBM10;RBM47;RNF219;RTCB;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;YTHDC1;YTHDF1;ZNF184 | FSCN1 | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000100139,MICALL1 | 0.2752 | 4.6376e-02 | 2.5219e-07 | 0.4207 |  | N | ADAR;AIFM1;BCCIP;BUD13;CELF2;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;FAM120A;FBL;FMR1;FTO;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHSRP;LIN28;LIN28A;LIN28B;MOV10;MSI1;MSI2;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM5;RNF219;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;WTAP;YTHDC1;YTHDF1;ZNF184 | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_P53_PATHWAY |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000104549,SQLE | 0.2760 | 4.2205e-02 | 5.1280e-08 | 0.4420 |  | N | ADAR;AIFM1;ALYREF;BCCIP;BUD13;CELF2;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FKBP4;FMR1;FTO;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHDRBS3;KHSRP;LARP7;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI1;MSI2;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM47;RBM5;RNF219;RTCB;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | Macrophages_M0 | GSVA_HALLMARK_CHOLESTEROL_HOMEOSTASIS |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000105928,DFNA5 | 0.3406 | 1.0624e-02 | 2.2237e-07 | 0.4224 |  | N | ADAR;ALYREF;BCCIP;BUD13;CELF2;CNBP;CSTF2T;DGCR8;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHSRP;LARP7;LIN28;LIN28B;MBNL2;MOV10;MSI1;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RBFOX2;RBM47;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TROVE2;U2AF1;U2AF2;UPF1;WTAP;YTHDC1 | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_HYPOXIA |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000105971,CAV2 | 0.2976 | 3.2785e-02 | 1.2765e-08 | 0.4594 |  | N | ADAR;CNBP;CSTF2T;DDX54;DGCR8;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FUS;HNRNPA1;HNRNPC;HNRNPK;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHDRBS3;KHSRP;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI2;NOP56;NOP58;PRPF8;PTBP1;QKI;RBFOX2;RBM47;SLTM;SMNDC1;SND1;SRSF1;SRSF3;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;YTHDF1;ZC3H7B;ZNF184 | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000120708,TGFBI | 0.2837 | 4.8889e-02 | 6.0653e-07 | 0.4083 |  | N | ADAR;BCCIP;BUD13;CSTF2T;DDX54;DGCR8;DKC1;EIF4A3;ELAVL1;EWSR1;FAM120A;FBL;FKBP4;FUS;HNRNPA1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;LARP7;LIN28B;MSI1;PCBP2;PRPF8;PTBP1;RBFOX2;RBM10;RBM5;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;U2AF1;U2AF2;UPF1 | TGFBI | Macrophages_M0 | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000122884,P4HA1 | 0.2912 | 4.2406e-02 | 3.6188e-07 | 0.4156 |  | N | ADAR;AIFM1;ALYREF;BCCIP;BUD13;CELF2;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;ELAVL3;FAM120A;FBL;FMR1;FTO;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHDRBS3;LARP7;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI1;MSI2;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM47;RBM5;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;YTHDC1;ZC3H7B | NA | B_cells_naive | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000132429,POPDC3 | 0.2813 | 4.4235e-02 | 5.9892e-08 | 0.4400 |  | N | ADAR;CNBP;CSTF2T;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FUS;HNRNPA1;HNRNPC;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;LIN28;LIN28A;MOV10;MSI1;NOP56;NOP58;PTBP1;RBFOX2;RBM10;RBM47;SND1;SRSF1;TAF15;TARDBP;U2AF2;UPF1 | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_HYPOXIA |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000133069,TMCC2 | 0.2895 | 3.1700e-02 | 4.3704e-09 | 0.4723 |  | N | ADAR;CELF2;CNBP;CSTF2T;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FBL;FMR1;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;KHSRP;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI1;MSI2;NOP56;NOP58;NUMA1;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;SND1;SRSF1;SRSF10;SRSF7;TAF15;TARDBP;U2AF1;U2AF2;UPF1;YTHDC1;YTHDF1;ZNF184 | NA | Dendritic_cells_resting | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000133101,CCNA1 | 0.3284 | 1.2626e-02 | 8.6267e-09 | 0.4642 |  | N | ADAR;EIF4A3;ELAVL1;FUS;HNRNPA2B1;IGF2BP2;MOV10;MSI2;TAF15;UPF1 | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_HYPOXIA |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000140443,IGF1R | 0.3285 | 1.3338e-02 | 2.6813e-07 | 0.4198 |  | N | ADAR;AIFM1;ALYREF;BCCIP;BUD13;CELF2;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FKBP4;FMR1;FTO;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHDRBS3;LARP7;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI1;MSI2;NOP56;NOP58;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM47;RBM5;RTCB;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;WTAP;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | IGF1R | Dendritic_cells_resting | GSVA_HALLMARK_WNT_BETA_CATENIN_SIGNALING |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000147650,LRP12 | 0.3010 | 2.7982e-02 | 2.5291e-09 | 0.4786 |  | N | ADAR;CELF2;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FMR1;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHDRBS3;KHSRP;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI1;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM47;RBM5;RNF219;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF3;SRSF7;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;WTAP;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | LRP12 | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000154380,ENAH | 0.2790 | 4.0419e-02 | 2.5755e-08 | 0.4507 |  | N | ADAR;AIFM1;ALYREF;BCCIP;BUD13;CELF2;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FKBP4;FMR1;FTO;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHDRBS3;LARP7;LIN28;LIN28A;LIN28B;MBNL2;MOV10;MSI1;MSI2;NCBP3;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM47;RTCB;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;WTAP;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | B_cells_naive | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000171517,LPAR3 | 0.3202 | 1.7102e-02 | 2.8912e-09 | 0.4771 |  | N | ADAR;AIFM1;CNBP;CSTF2T;DGCR8;DHX9;DKC1;ELAVL1;EWSR1;FBL;FMR1;FUS;HNRNPA1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;LIN28;LIN28A;LIN28B;MOV10;NOP56;NOP58;PTBP1;RANGAP1;RBFOX2;SRSF1;SRSF3;TAF15;TARBP2;TARDBP;TIAL1;U2AF2;UPF1;ZC3H7B;ZNF184 | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_P53_PATHWAY |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000171867,PRNP | 0.3311 | 1.2682e-02 | 2.3367e-08 | 0.4520 |  | N | ADAR;AIFM1;BCCIP;BUD13;CELF2;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FKBP4;FMR1;FTO;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHDRBS3;KHSRP;LARP7;LIN28;LIN28A;LIN28B;MBNL1;MBNL2;MOV10;MSI1;MSI2;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RBM47;RNF219;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | PRNP | B_cells_naive | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000176171,BNIP3 | 0.3273 | 1.4198e-02 | 3.2886e-09 | 0.4756 |  | N | ADAR;AIFM1;BCCIP;BUD13;CELF2;CNBP;CSTF2T;DDX54;DGCR8;DKC1;EIF4A3;ELAVL1;ELAVL3;FAM120A;FBL;FMR1;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;MBNL1;MBNL2;MOV10;MSI1;MSI2;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM47;RBM5;SF3A3;SF3B4;SMNDC1;SND1;SRSF1;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;YTHDC1;YTHDF1;ZNF184 | BNIP3 | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_HYPOXIA |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000182379,NXPH4 | 0.3515 | 6.2004e-03 | 3.1402e-07 | 0.4176 |  | N | AIFM1;CNBP;CSTF2T;DDX54;DGCR8;DKC1;EIF4A3;ELAVL1;FBL;FMR1;FUS;HNRNPA2B1;HNRNPK;IGF2BP1;IGF2BP2;IGF2BP3;LIN28;LIN28A;LIN28B;MBNL1;MOV10;NOP56;NOP58;PCBP2;PTBP1;QKI;RANGAP1;RBFOX2;RBM10;RNF219;SND1;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIAL1;TROVE2;U2AF2;UPF1;YTHDC1;YTHDF1;ZNF184 | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_HYPOXIA |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000184916,JAG2 | 0.2859 | 3.9455e-02 | 6.8709e-07 | 0.4065 |  | N | AIFM1;ALYREF;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;EWSR1;FAM120A;FBL;FMR1;FTO;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;MOV10;MSI1;MSI2;NOP56;NOP58;NUMA1;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM5;RNF219;RTCB;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF3;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | JAG2 | B_cells_naive | GSVA_HALLMARK_WNT_BETA_CATENIN_SIGNALING |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000186615,KTN1-AS1 | 0.3361 | 1.0607e-02 | 4.2293e-07 | 0.4134 |  | N | ADAR;BUD13;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;EWSR1;FAM120A;FBL;FMR1;FUS;HNRNPA1;HNRNPC;HNRNPK;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP7;LIN28;LIN28B;MOV10;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;QKI;RBFOX2;RBM10;RBM47;RBM5;SLTM;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARBP2;TARDBP;TIA1;TROVE2;U2AF1;U2AF2;UPF1;WTAP;YTHDC1;ZC3H7B | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000188130,MAPK12 | 0.3390 | 9.7111e-03 | 5.6764e-07 | 0.4092 |  | N | ADAR;AIFM1;ALYREF;BCCIP;BUD13;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FTO;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHSRP;LARP7;LIN28;LIN28A;LIN28B;MOV10;MSI1;MSI2;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM5;RNF219;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;YTHDC1;YTHDF1;ZNF184 | MAPK12 | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_WNT_BETA_CATENIN_SIGNALING |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000196083,IL1RAP | 0.3533 | 6.2378e-03 | 8.4164e-07 | 0.4035 |  | N | ADAR;ALYREF;BCCIP;BUD13;CELF2;CNBP;CSTF2T;DGCR8;DKC1;EIF4A3;ELAVL1;ELAVL3;EWSR1;FAM120A;FBL;FTO;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;LARP7;LIN28B;MBNL2;MOV10;MSI1;MSI2;NOP56;NOP58;PCBP2;PRPF8;PTBP1;QKI;RBFOX2;RBM47;SF3A3;SF3B4;SND1;SRSF1;SRSF10;SRSF3;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;U2AF1;U2AF2;UPF1;WTAP;YTHDC1 | IL1RAP | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_WNT_BETA_CATENIN_SIGNALING |
| ENSG00000145819.14,ARHGAP26 | ESCA | EAG | ENSG00000248994,RP11-259O2.1 | 0.3867 | 7.1688e-04 | 1.2458e-07 | 0.4303 |  | N | DGCR8;DKC1;EIF4A3;ELAVL1;EWSR1;FBL;FUS;HNRNPM;IGF2BP2;RBFOX2;TAF15;TARDBP | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_WNT_BETA_CATENIN_SIGNALING |