|
| ID_events | cancer | Type | Gene | beta | FDR | PearsonP | PearsonR | CorrelationPlot | RBP | RBPtargets | ImmuneGene | ImmuneFraction | HallMark |
| chr19:1586549-1590644:- | ESCA | EER | ENSG00000101608,MYL12A | 0.2972 | 2.1065e-02 | 2.1917e-12 | 0.5227 |  | N | AUH;CNBP;CSTF2T;DDX42;DDX54;DGCR8;DICER1;EIF4A3;ELAVL1;FAM120A;FBL;FMR1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHDRBS3;LARP7;LIN28;LIN28A;LIN28B;MOV10;MSI1;NOP56;NOP58;PTBP1;QKI;RBFOX2;RBM22;RNF219;SBDS;SLBP;SMNDC1;SND1;SRSF1;TAF15;TARDBP;TROVE2;U2AF2;UPF1;ZC3H7B;AIFM1;DDX3X;FUS;FXR1;GNL3;GTF2F1;HNRNPL;NONO;NPM1;NUMA1;PCBP2;RBM27;SLTM;TIA1;TNRC6A;U2AF1;YTHDF1 | NA | T_cells_CD8 | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| chr19:1586549-1590644:- | ESCA | EER | ENSG00000132963,POMP | 0.3478 | 3.7343e-03 | 6.7667e-09 | 0.4421 |  | N | AUH;CNBP;CSTF2T;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;FAM120A;FBL;FMR1;FTO;HNRNPA1;HNRNPC;HNRNPK;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHDRBS3;LARP7;LIN28;LIN28A;LIN28B;MOV10;MSI1;NOP56;NOP58;PTBP1;QKI;RBFOX2;RBM10;RBM22;RNF219;SLBP;SMNDC1;SND1;SRSF1;TAF15;TARDBP;TROVE2;U2AF2;UPF1;ZC3H7B;AIFM1;DDX3X;ELAVL3;FUS;FXR1;GNL3;GTF2F1;HNRNPL;NONO;NPM1;NUMA1;PCBP2;RBM27;SLTM;TIA1;TNRC6A;U2AF1 | POMP | Macrophages_M1 | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| chr19:1586549-1590644:- | ESCA | EER | ENSG00000135211,TMEM60 | 0.3071 | 1.5911e-02 | 1.1424e-07 | 0.4079 |  | N | CNBP;CSTF2T;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;FBL;FMR1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS2;LIN28;LIN28A;LIN28B;MOV10;NOP58;PTBP1;RBFOX2;SMNDC1;SND1;SRSF1;TAF15;TROVE2;U2AF2;UPF1;DDX3X;ELAVL3;FUS;FXR1;GNL3;GTF2F1;NUMA1;PCBP2;TIA1;TNRC6A;U2AF1;YTHDF1 | NA | T_cells_gamma_delta | GSVA_HALLMARK_DNA_REPAIR |
| chr19:1586549-1590644:- | ESCA | EER | ENSG00000241511,RPS15AP24 | 0.2937 | 2.3503e-02 | 6.3556e-09 | 0.4428 |  | N | N | NA | T_cells_CD8 | GSVA_HALLMARK_PROTEIN_SECRETION |
| chr19:1586549-1590644:- | ESCA | EER | ENSG00000256745,RP11-680H20.1 | 0.3879 | 6.7066e-04 | 3.9400e-08 | 0.4212 |  | N | N | NA | | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | ESCA | EAG | ENSG00000090581,GNPTG | 0.3527 | 3.4927e-03 | 7.7091e-08 | 0.4129 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RNF219;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YWHAG;ZNF184 | NA | T_cells_CD8 | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | ESCA | EAG | ENSG00000101608,MYL12A | 0.3134 | 1.6162e-02 | 3.4297e-14 | 0.5573 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DICER1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM22;RBM27;RNF219;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_CD8 | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | ESCA | EAG | ENSG00000132963,POMP | 0.3573 | 3.2611e-03 | 3.0025e-10 | 0.4759 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YWHAG;ZC3H7B;ZNF184 | POMP | Macrophages_M1 | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| ENSG00000267059.2,UQCR11 | ESCA | EAG | ENSG00000135211,TMEM60 | 0.3146 | 1.5590e-02 | 3.5562e-08 | 0.4225 |  | N | BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;FBL;FMR1;FUS;FXR1;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RBFOX2;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TIA1;TIAL1;TNRC6A;TROVE2;U2AF1;U2AF2;UPF1;YTHDF1 | NA | T_cells_gamma_delta | GSVA_HALLMARK_DNA_REPAIR |
| ENSG00000267059.2,UQCR11 | ESCA | EAG | ENSG00000234975,FTH1P2 | 0.2853 | 3.5983e-02 | 6.3497e-08 | 0.4153 |  | N | N | NA | Macrophages_M1 | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | ESCA | EAG | ENSG00000241511,RPS15AP24 | 0.2954 | 2.7305e-02 | 2.7392e-09 | 0.4523 |  | N | N | NA | T_cells_CD8 | GSVA_HALLMARK_PROTEIN_SECRETION |
| ENSG00000267059.2,UQCR11 | ESCA | EAG | ENSG00000256745,RP11-680H20.1 | 0.3827 | 1.0470e-03 | 2.5828e-08 | 0.4264 |  | N | N | NA | | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000004139,SARM1 | -0.4389 | 4.4564e-04 | 1.4889e-06 | -0.4214 |  | N | ADAR;AIFM1;BCCIP;CAPRIN1;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MOV10;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM5;RNF219;RTCB;SAFB2;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;YWHAG;ZC3H7B;ZNF184 | SARM1 | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000004487,KDM1A | -0.4097 | 1.0325e-03 | 3.2104e-06 | -0.4089 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000005100,DHX33 | -0.4005 | 1.9403e-03 | 2.9625e-06 | -0.4103 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | DHX33 | T_cells_follicular_helper | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000007923,DNAJC11 | -0.4044 | 1.3687e-03 | 2.7969e-06 | -0.4112 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_gamma_delta | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000007968,E2F2 | -0.4188 | 9.2101e-04 | 5.4050e-06 | -0.4002 |  | N | ADAR;AIFM1;AUH;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | E2F2 | Monocytes | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000011258,MBTD1 | -0.4268 | 6.0442e-04 | 1.8646e-06 | -0.4178 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000011523,CEP68 | -0.4195 | 9.3365e-04 | 1.6191e-06 | -0.4200 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000013583,HEBP1 | 0.3484 | 9.6199e-03 | 2.3857e-06 | 0.4138 |  | N | BUD13;CAPRIN1;CNBP;CPSF6;CSTF2T;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;FAM120A;FBL;FMR1;FUS;GTF2F1;HNRNPA1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28B;LSM11;MOV10;MSI2;NOP56;NOP58;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM5;SND1;SRSF1;SRSF10;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;U2AF1;U2AF2;UPF1;YTHDC1;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000040275,SPDL1 | -0.4189 | 9.3636e-04 | 7.7922e-07 | -0.4314 |  | N | BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NOP56;NOP58;NPM1;NUMA1;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM5;RNF219;RTCB;SAFB2;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000054523,KIF1B | -0.4005 | 1.8425e-03 | 1.7054e-06 | -0.4192 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | KIF1B | T_cells_CD4_memory_activated | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000058600,POLR3E | -0.4500 | 2.6682e-04 | 2.0973e-06 | -0.4159 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RNF219;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | NA | Monocytes | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000058804,NDC1 | -0.5062 | 1.6804e-05 | 8.5586e-08 | -0.4636 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_E2F_TARGETS |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000064607,SUGP2 | -0.3733 | 4.6367e-03 | 2.3447e-06 | -0.4141 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000066117,SMARCD1 | -0.4440 | 3.3802e-04 | 3.3839e-06 | -0.4081 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RNF219;RTCB;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000067182,TNFRSF1A | 0.3906 | 2.1812e-03 | 3.3835e-07 | 0.4440 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;ZNF184 | TNFRSF1A | T_cells_follicular_helper | GSVA_HALLMARK_APOPTOSIS |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000069248,NUP133 | -0.4021 | 1.8196e-03 | 2.3263e-06 | -0.4142 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_CD4_memory_resting | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000069399,BCL3 | 0.3404 | 1.0457e-02 | 1.8069e-06 | 0.4183 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CPSF6;CSTF2T;DDX54;DGCR8;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHSRP;LIN28B;LSM11;MOV10;NONO;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;TAF15;TARDBP;TIA1;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1 | BCL3 | T_cells_CD4_memory_activated | GSVA_HALLMARK_TNFA_SIGNALING_VIA_NFKB |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000071539,TRIP13 | -0.4324 | 5.6698e-04 | 3.2039e-06 | -0.4090 |  | N | ADAR;AIFM1;AUH;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28B;LSM11;METTL14;MOV10;MSI2;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RTCB;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | NA | Monocytes | GSVA_HALLMARK_E2F_TARGETS |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000075340,ADD2 | -0.4079 | 1.3675e-03 | 2.6062e-06 | -0.4124 |  | N | ADAR;AIFM1;AUH;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RNF219;SAFB2;SBDS;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_SPERMATOGENESIS |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000077097,TOP2B | -0.4333 | 5.1011e-04 | 4.3925e-07 | -0.4401 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | TOP2B | T_cells_follicular_helper | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000078018,MAP2 | -0.4556 | 1.5559e-04 | 9.3803e-07 | -0.4286 |  | N | ADAR;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;FBL;FMR1;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;LIN28A;LIN28B;MOV10;NOP56;NOP58;PTBP1;RBFOX2;RBM10;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIAL1;U2AF2;UPF1;YTHDC1 | NA | Monocytes | GSVA_HALLMARK_COAGULATION |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000082701,GSK3B | -0.3871 | 2.5579e-03 | 3.0294e-07 | -0.4456 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS2;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NOP56;NOP58;NPM1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | GSK3B | Macrophages_M0 | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000083635,NUFIP1 | -0.4553 | 2.0379e-04 | 4.8979e-07 | -0.4385 |  | N | ADAR;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHSRP;LARP4B;LIN28;LIN28B;MOV10;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM5;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;U2AF1;U2AF2;UPF1;XRN2;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000083896,YTHDC1 | -0.4159 | 1.0852e-03 | 2.4876e-06 | -0.4131 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CPSF6;CSTF2T;DDX3X;DDX42;DGCR8;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM22;RBM27;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000086848,ALG9 | -0.3971 | 2.1369e-03 | 7.5404e-07 | -0.4319 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM27;RNF219;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000089094,KDM2B | -0.4230 | 7.8426e-04 | 1.2277e-06 | -0.4244 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | NA | Monocytes | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000089280,FUS | -0.4461 | 3.0826e-04 | 3.5544e-07 | -0.4432 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000090013,BLVRB | 0.4610 | 9.8809e-05 | 2.6127e-09 | 0.5085 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CNBP;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHSRP;LARP4B;LARP7;LIN28;LIN28B;METTL14;MOV10;MSI2;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDF1;YWHAG;ZNF184 | NA | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000099797,TECR | 0.3202 | 2.0482e-02 | 8.3936e-07 | 0.4303 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | NA | | GSVA_HALLMARK_UV_RESPONSE_UP |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000100097,LGALS1 | 0.3885 | 2.8024e-03 | 3.4974e-06 | 0.4075 |  | N | ADAR;AUH;BCCIP;BUD13;CPSF6;CSTF2T;DDX3X;DDX42;DGCR8;DKC1;EIF4A3;EIF4G1;EIF4G2;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPK;HNRNPL;HNRNPM;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHSRP;LARP4B;LARP7;LIN28;LIN28B;LSM11;METTL14;MSI2;NONO;NPM1;PCBP2;PRPF8;PTBP1;RBFOX2;RBM22;RBM27;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG | LGALS1 | T_cells_gamma_delta | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000100979,PLTP | 0.3333 | 1.3007e-02 | 4.9648e-06 | 0.4017 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CPSF6;CSTF2T;DDX3X;DDX42;DGCR8;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPC;HNRNPK;HNRNPL;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MSI2;NONO;NOP56;NOP58;NPM1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM27;RNF219;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF9;TAF15;TARDBP;TIA1;TNRC6A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;ZNF184 | PLTP | Macrophages_M2 | GSVA_HALLMARK_COAGULATION |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000101126,ADNP | -0.4069 | 1.5133e-03 | 3.4506e-06 | -0.4077 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | ADNP | Monocytes | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000102606,ARHGEF7 | -0.4360 | 3.2493e-04 | 7.6593e-07 | -0.4317 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | ARHGEF7 | Monocytes | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000102974,CTCF | -0.5233 | 7.4217e-06 | 3.5686e-09 | -0.5047 |  | N | ADAR;AIFM1;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM5;RNF219;RTCB;SBDS;SF3A3;SF3B4;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | CTCF | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000103160,HSDL1 | -0.4639 | 1.0413e-04 | 1.0751e-07 | -0.4604 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_CD4_memory_activated | GSVA_HALLMARK_IL2_STAT5_SIGNALING |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000103194,USP10 | -0.4219 | 8.8090e-04 | 8.0345e-07 | -0.4310 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM5;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000103353,UBFD1 | -0.3591 | 7.5036e-03 | 3.5989e-06 | -0.4071 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000104177,MYEF2 | -0.4048 | 1.6224e-03 | 4.8542e-06 | -0.4020 |  | N | ADAR;AIFM1;BUD13;CELF2;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DKC1;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;MOV10;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RNF219;SF3A3;SF3B4;SMNDC1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;U2AF1;U2AF2;UPF1;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000105426,PTPRS | -0.4022 | 1.6215e-03 | 2.0800e-06 | -0.4160 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | PTPRS | Monocytes | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000106443,PHF14 | -0.4232 | 8.0528e-04 | 5.2506e-06 | -0.4007 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM5;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000108349,CASC3 | -0.3803 | 3.8134e-03 | 5.0716e-06 | -0.4013 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_COAGULATION |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000110066,SUV420H1 | -0.4340 | 5.1255e-04 | 4.4672e-06 | -0.4034 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SBDS;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000111669,TPI1 | 0.3007 | 3.2402e-02 | 4.5297e-06 | 0.4032 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Macrophages_M0 | GSVA_HALLMARK_GLYCOLYSIS |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000113300,CNOT6 | -0.4406 | 4.0247e-04 | 1.1458e-06 | -0.4255 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Macrophages_M0 | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000113360,DROSHA | -0.4212 | 8.4991e-04 | 7.1786e-07 | -0.4327 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RTCB;SBDS;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000113368,LMNB1 | -0.4646 | 1.4399e-04 | 2.8018e-07 | -0.4467 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;EIF4A1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Macrophages_M0 | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000113649,TCERG1 | -0.4013 | 1.7370e-03 | 1.9386e-06 | -0.4171 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000115109,EPB41L5 | -0.4104 | 1.3545e-03 | 1.6706e-06 | -0.4195 |  | N | ADAR;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YWHAG;ZC3H7B;ZNF184 | EPB41L5 | T_cells_CD4_memory_activated | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000116560,SFPQ | -0.4677 | 1.0298e-04 | 3.6115e-08 | -0.4753 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000117713,ARID1A | -0.4393 | 4.3757e-04 | 1.6833e-06 | -0.4194 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000118260,CREB1 | -0.4388 | 4.1003e-04 | 8.8994e-07 | -0.4294 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RNF219;RTCB;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | CREB1 | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000118922,KLF12 | -0.5289 | 2.9566e-06 | 3.1686e-08 | -0.4770 |  | N | ADAR;AIFM1;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;FBL;FMR1;FUS;FXR1;FXR2;HNRNPA1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;METTL14;MOV10;NOP56;NOP58;PCBP2;PTBP1;RBFOX2;RBM10;RBM5;RTCB;SLTM;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;U2AF2;UPF1;VIM;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000119596,YLPM1 | -0.3895 | 2.7473e-03 | 5.0042e-06 | -0.4015 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000120071,KANSL1 | -0.4191 | 9.3449e-04 | 1.6544e-06 | -0.4197 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPM;HNRNPU;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000120685,PROSER1 | -0.4561 | 1.8526e-04 | 3.2352e-07 | -0.4446 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DICER1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RNF219;RTCB;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000120696,KBTBD7 | -0.4646 | 1.3009e-04 | 6.9712e-07 | -0.4331 |  | N | BUD13;CAPRIN1;CNBP;CSTF2T;DDX3X;DDX54;DGCR8;DICER1;DKC1;EIF4A3;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHSRP;LIN28;LIN28A;LIN28B;MOV10;MSI2;NOP56;NOP58;PTBP1;RBFOX2;SAFB2;SLTM;SND1;SRSF1;SRSF10;TAF15;TIA1;TRA2A;U2AF2;UPF1;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | T_cells_CD4_memory_activated | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000120733,KDM3B | -0.4130 | 1.1544e-03 | 1.9559e-06 | -0.4170 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000120948,TARDBP | -0.4604 | 1.7531e-04 | 9.1075e-07 | -0.4290 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000122299,ZC3H7A | -0.4570 | 1.9691e-04 | 1.0845e-06 | -0.4263 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000125148,MT2A | 0.3321 | 1.4226e-02 | 3.7929e-07 | 0.4423 |  | N | ADAR;AUH;BCCIP;BUD13;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPC;HNRNPK;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHSRP;LARP4B;LARP7;LIN28;LIN28B;LSM11;MOV10;MSI2;NONO;NPM1;PCBP2;PRPF8;PTBP1;RBFOX2;RBM22;RBM27;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | MT2A | T_cells_CD4_memory_activated | GSVA_HALLMARK_P53_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000125885,MCM8 | -0.4275 | 7.0968e-04 | 6.7272e-07 | -0.4337 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000125944,HNRNPR | -0.4671 | 1.2619e-04 | 1.2220e-07 | -0.4586 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000126216,TUBGCP3 | -0.4008 | 1.8768e-03 | 2.1340e-06 | -0.4156 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28B;LSM11;MOV10;MSI2;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;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 | T_cells_follicular_helper | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000126458,RRAS | 0.4768 | 6.5170e-05 | 5.2126e-09 | 0.5001 |  | N | ADAR;CSTF2T;DDX3X;DDX54;DGCR8;EIF4A3;ELAVL1;FAM120A;FBL;FUS;FXR1;HNRNPC;HNRNPK;HNRNPU;IGF2BP1;IGF2BP2;LARP4B;LIN28;LIN28B;MSI2;NOP56;NOP58;PRPF8;PTBP1;SF3B4;SLBP;SLTM;SND1;SRSF1;SRSF7;TAF15;U2AF1;U2AF2;UPF1;YTHDC1 | NA | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000127483,HP1BP3 | -0.4164 | 1.0734e-03 | 3.7237e-07 | -0.4426 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Mast_cells_resting | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000129351,ILF3 | -0.4421 | 3.8974e-04 | 8.7787e-08 | -0.4632 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | ILF3 | Monocytes | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000130396,MLLT4 | -0.3967 | 2.1524e-03 | 4.7642e-06 | -0.4024 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | MLLT4 | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000131981,LGALS3 | 0.3266 | 1.4296e-02 | 2.7735e-06 | 0.4113 |  | N | ADAR;BCCIP;BUD13;CNBP;CSTF2T;DDX3X;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;FAM120A;FBL;FUS;GTF2F1;HNRNPA1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;LIN28;MOV10;NOP56;NOP58;PRPF8;PTBP1;RBFOX2;SF3B4;SLTM;SND1;SRSF1;SRSF7;SRSF9;TAF15;TIA1;TIAL1;U2AF1;U2AF2;UPF1 | LGALS3 | T_cells_gamma_delta | GSVA_HALLMARK_GLYCOLYSIS |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000132155,RAF1 | -0.3823 | 3.2487e-03 | 4.1519e-06 | -0.4047 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | RAF1 | Monocytes | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000135801,TAF5L | -0.4224 | 7.5959e-04 | 2.4971e-06 | -0.4130 |  | N | ADAR;AIFM1;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RNF219;RTCB;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000135829,DHX9 | -0.4708 | 9.4617e-05 | 2.3043e-07 | -0.4496 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | DHX9 | Monocytes | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000136451,VEZF1 | -0.4327 | 5.2739e-04 | 1.8843e-07 | -0.4525 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RNF219;RTCB;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | VEZF1 | T_cells_CD4_memory_activated | GSVA_HALLMARK_COAGULATION |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000136485,DCAF7 | -0.4281 | 6.6285e-04 | 4.1610e-07 | -0.4409 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000137185,ZSCAN9 | -0.4111 | 9.6508e-04 | 1.9739e-06 | -0.4169 |  | N | AUH;BCCIP;BUD13;CAPRIN1;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28B;LSM11;MOV10;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_BILE_ACID_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000137337,MDC1 | -0.4608 | 1.7173e-04 | 4.3132e-08 | -0.4729 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CPSF6;CSTF2T;DDX3X;DDX42;DGCR8;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM22;RBM27;RNF219;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | MDC1 | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000138092,CENPO | -0.4168 | 1.0356e-03 | 1.6301e-06 | -0.4199 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RNF219;RTCB;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000140525,FANCI | -0.4297 | 6.3799e-04 | 1.8053e-06 | -0.4183 |  | N | ADAR;AIFM1;AUH;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | FANCI | Monocytes | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000140948,ZCCHC14 | -0.3678 | 5.6752e-03 | 3.5643e-06 | -0.4072 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000143093,STRIP1 | -0.4181 | 1.0035e-03 | 2.4528e-06 | -0.4133 |  | N | AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YWHAG;ZNF184 | NA | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000143157,POGK | -0.4229 | 7.2268e-04 | 1.7926e-07 | -0.4532 |  | N | AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM27;RNF219;RTCB;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000143614,GATAD2B | -0.4013 | 1.7303e-03 | 2.0977e-06 | -0.4159 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000143748,NVL | -0.4452 | 3.3426e-04 | 2.8787e-06 | -0.4107 |  | N | ADAR;AIFM1;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_E2F_TARGETS |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000144233,AMMECR1L | -0.3856 | 3.1422e-03 | 3.8909e-06 | -0.4058 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RNF219;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000144554,FANCD2 | -0.4652 | 1.3305e-04 | 2.7838e-07 | -0.4468 |  | N | ADAR;AIFM1;AUH;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SBDS;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | FANCD2 | Monocytes | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000145824,CXCL14 | 0.4112 | 1.1458e-03 | 1.0738e-07 | 0.4604 |  | N | ADAR;DGCR8;DKC1;FBL;FUS;IGF2BP1;NOP56;RBFOX2;TAF15;U2AF2;UPF1 | CXCL14 | Plasma_cells | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000145833,DDX46 | -0.4162 | 1.0565e-03 | 2.6938e-06 | -0.4118 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000147124,ZNF41 | -0.4180 | 8.9335e-04 | 1.8874e-06 | -0.4176 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHSRP;LIN28;LIN28B;LSM11;MOV10;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM27;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000147180,ZNF711 | -0.4838 | 4.3619e-05 | 7.5155e-08 | -0.4654 |  | N | ADAR;AIFM1;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LIN28;LIN28A;LIN28B;MOV10;NOP56;NOP58;NUMA1;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RNF219;RTCB;SAFB2;SMNDC1;SND1;SRSF1;SRSF9;TAF15;TARDBP;TIAL1;TRA2A;U2AF1;U2AF2;UPF1;VIM;YTHDC1;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000148400,NOTCH1 | -0.4174 | 1.0098e-03 | 1.4191e-06 | -0.4221 |  | N | ADAR;AIFM1;AUH;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM22;RBM27;RNF219;SAFB2;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF7;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | NOTCH1 | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000149503,INCENP | -0.4243 | 7.8507e-04 | 1.8947e-06 | -0.4175 |  | N | AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | INCENP | Macrophages_M0 | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000151276,MAGI1 | -0.4278 | 6.9562e-04 | 1.8384e-06 | -0.4180 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;SAFB2;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | MAGI1 | T_cells_follicular_helper | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000152193,RNF219 | -0.4760 | 6.3107e-05 | 5.4186e-07 | -0.4370 |  | N | ADAR;AIFM1;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM27;RTCB;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000152795,HNRNPDL | -0.4246 | 6.7949e-04 | 1.2101e-06 | -0.4246 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DICER1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000154845,PPP4R1 | -0.4060 | 1.2780e-03 | 2.3223e-06 | -0.4142 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_CD8 | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000156853,ZNF689 | -0.5252 | 7.0371e-06 | 6.7096e-08 | -0.4669 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CNBP;CSTF2T;DDX3X;DDX54;DGCR8;DHX9;DICER1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;MOV10;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM27;RNF219;RTCB;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000158636,C11orf30 | -0.3932 | 2.2180e-03 | 4.1562e-06 | -0.4046 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000159403,C1R | 0.3931 | 2.2380e-03 | 5.8991e-07 | 0.4357 |  | N | ADAR;BCCIP;CSTF2T;EIF4A3;FBL;FUS;HNRNPA1;HNRNPK;HNRNPL;HNRNPU;IGF2BP1;IGF2BP2;KHDRBS2;LIN28;LIN28B;MOV10;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RBFOX2;SAFB2;SF3A3;SND1;TAF15;U2AF1;U2AF2;UPF1;YTHDF1 | C1R | T_cells_CD4_memory_activated | GSVA_HALLMARK_IL2_STAT5_SIGNALING |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000160213,CSTB | 0.4169 | 9.8138e-04 | 4.9998e-06 | 0.4016 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DICER1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDF1;YWHAG;ZNF184 | CSTB | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000160803,UBQLN4 | -0.4050 | 1.4817e-03 | 2.1355e-06 | -0.4156 |  | N | AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RNF219;RTCB;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000161677,JOSD2 | 0.4398 | 3.4278e-04 | 2.8827e-10 | 0.5338 |  | N | BUD13;CSTF2T;DDX3X;DDX54;DHX9;DICER1;DKC1;EIF4A3;FAM120A;FBL;FMR1;FUS;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPK;HNRNPM;HNRNPU;IGF2BP2;ILF3;LARP4B;LIN28;LIN28A;LIN28B;MOV10;NOP56;NOP58;PCBP2;PRPF8;PTBP1;RBFOX2;SAFB2;SF3B4;SRSF1;U2AF2;UPF1;YTHDC1;YTHDF1 | NA | T_cells_CD4_memory_resting | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000162378,ZYG11B | -0.4186 | 8.7269e-04 | 1.5154e-06 | -0.4211 |  | N | ADAR;AIFM1;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RNF219;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_CD4_memory_activated | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000162402,USP24 | -0.4047 | 1.4521e-03 | 5.3514e-07 | -0.4371 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Macrophages_M0 | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000162613,FUBP1 | -0.4506 | 2.6205e-04 | 2.4640e-07 | -0.4486 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000162738,VANGL2 | -0.4477 | 3.0473e-04 | 1.1526e-06 | -0.4254 |  | N | ADAR;AIFM1;AUH;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DGCR8;DICER1;DKC1;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LIN28;LIN28A;LIN28B;LSM11;MOV10;NONO;NOP56;NOP58;NPM1;NUMA1;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM27;RBM5;RNF219;SAFB2;SLBP;SLTM;SMNDC1;SND1;SRSF1;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YWHAG;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000163104,SMARCAD1 | -0.4226 | 7.3423e-04 | 8.6654e-07 | -0.4298 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_MYOGENESIS |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000163191,S100A11 | 0.3537 | 8.5488e-03 | 1.4226e-06 | 0.4221 |  | N | ADAR;AIFM1;AUH;BUD13;CAPRIN1;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPC;HNRNPK;HNRNPL;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;LARP4B;LARP7;LIN28;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM22;RBM27;RNF219;RTCB;SAFB2;SBDS;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | NA | Monocytes | GSVA_HALLMARK_COAGULATION |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000163781,TOPBP1 | -0.4135 | 1.1864e-03 | 1.8793e-06 | -0.4176 |  | N | ADAR;AIFM1;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SBDS;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000164081,TEX264 | 0.3350 | 1.1743e-02 | 5.1460e-06 | 0.4011 |  | N | AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RNF219;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_ADIPOGENESIS |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000164684,ZNF704 | -0.5084 | 1.2845e-05 | 3.6803e-08 | -0.4750 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;LARP7;LIN28;LIN28A;LIN28B;MOV10;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000165572,KBTBD6 | -0.4251 | 7.4041e-04 | 3.8017e-06 | -0.4061 |  | N | ADAR;BUD13;CAPRIN1;CELF2;CNBP;CSTF2T;DDX3X;DDX54;DGCR8;DICER1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;MOV10;MSI2;NOP56;NOP58;NUMA1;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RNF219;RTCB;SF3A3;SLTM;SND1;SRSF1;SRSF7;SRSF9;TAF15;TIA1;TIAL1;TNRC6A;TRA2A;U2AF1;U2AF2;UPF1;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_COAGULATION |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000166164,BRD7 | -0.4384 | 4.5439e-04 | 1.0396e-06 | -0.4270 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000166289,PLEKHF1 | 0.4342 | 3.6042e-04 | 1.8044e-07 | 0.4531 |  | N | BUD13;CNBP;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPC;HNRNPK;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHSRP;LARP4B;LIN28B;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;PRPF8;PTBP1;RANGAP1;RBFOX2;SAFB2;SLTM;SMNDC1;SND1;SRSF1;SRSF9;TAF15;TARDBP;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDF1 | PLEKHF1 | T_cells_follicular_helper | GSVA_HALLMARK_ESTROGEN_RESPONSE_LATE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000166741,NNMT | 0.3481 | 1.0341e-02 | 2.5718e-06 | 0.4126 |  | N | ADAR;CSTF2T;DDX3X;DGCR8;DKC1;EIF4A3;ELAVL1;FBL;FUS;FXR1;HNRNPA2B1;HNRNPC;HNRNPL;IGF2BP1;IGF2BP2;LIN28B;NOP56;NOP58;PRPF8;PTBP1;RBM5;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TIAL1;TROVE2;U2AF2;UPF1;YTHDC1;YTHDF1 | NA | Plasma_cells | GSVA_HALLMARK_ALLOGRAFT_REJECTION |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000167565,SERTAD3 | 0.3197 | 2.2293e-02 | 4.1279e-06 | 0.4048 |  | N | AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHSRP;LARP7;LIN28;LIN28B;LSM11;MOV10;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RTCB;SAFB2;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | NA | T_cells_gamma_delta | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000168066,SF1 | -0.4314 | 5.9749e-04 | 2.1112e-06 | -0.4158 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000168246,UBTD2 | -0.4196 | 8.5944e-04 | 1.7503e-06 | -0.4188 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;LARP4B;LARP7;LIN28;LIN28A;LIN28B;MOV10;MSI2;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000168916,ZNF608 | -0.4170 | 9.7821e-04 | 3.8578e-06 | -0.4059 |  | N | ADAR;AIFM1;CNBP;CPSF6;CSTF2T;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;FBL;FMR1;FUS;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;KHSRP;LIN28;LIN28A;LIN28B;MOV10;NOP56;NOP58;NUMA1;PCBP2;PRPF8;RANGAP1;RBFOX2;RBM10;RTCB;SAFB2;SRSF1;TAF15;TARDBP;TIAL1;TROVE2;U2AF2;UPF1;YTHDC1;ZNF184 | NA | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000169045,HNRNPH1 | -0.4424 | 3.4895e-04 | 1.5706e-06 | -0.4205 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000170144,HNRNPA3 | -0.4285 | 6.3158e-04 | 6.0193e-07 | -0.4354 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000170325,PRDM10 | -0.3975 | 2.1036e-03 | 4.6627e-06 | -0.4027 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM27;RBM5;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000170456,DENND5B | -0.4305 | 5.3470e-04 | 1.4112e-06 | -0.4222 |  | N | ADAR;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28B;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Macrophages_M2 | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000171316,CHD7 | -0.4936 | 3.0255e-05 | 8.0423e-07 | -0.4310 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RTCB;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | CHD7 | T_cells_follicular_helper | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000171443,ZNF524 | 0.2948 | 4.0069e-02 | 4.4948e-06 | 0.4033 |  | N | ADAR;BCCIP;BUD13;CSTF2T;DDX3X;DDX54;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;GNL3;GTF2F1;HNRNPA1;HNRNPC;HNRNPK;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHSRP;LARP4B;LSM11;MOV10;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;SLTM;SMNDC1;SND1;SRSF1;SRSF9;TAF15;TARDBP;TIA1;TRA2A;TROVE2;U2AF1;UPF1;XRN2;YTHDF1;YWHAG;ZNF184 | NA | Macrophages_M2 | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000171467,ZNF318 | -0.4057 | 1.5604e-03 | 2.4144e-06 | -0.4136 |  | N | ADAR;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | NA | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000172183,ISG20 | 0.3788 | 3.2602e-03 | 9.6655e-07 | 0.4281 |  | N | ADAR;AUH;BUD13;CELF2;CNBP;CSTF2T;DDX3X;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;GTF2F1;HNRNPA1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;LIN28B;MOV10;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RBFOX2;RBM10;SF3B4;SLTM;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;U2AF1;U2AF2;UPF1;YTHDF1;ZC3H7B | ISG20 | T_cells_CD4_memory_activated | GSVA_HALLMARK_INTERFERON_GAMMA_RESPONSE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000175087,PDIK1L | -0.4560 | 2.1005e-04 | 1.4501e-07 | -0.4562 |  | N | ADAR;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DICER1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RNF219;SAFB2;SLTM;SMNDC1;SND1;SRSF1;TAF15;TARDBP;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_CD4_memory_activated | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000175414,ARL10 | -0.4494 | 2.6674e-04 | 9.3819e-08 | -0.4623 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Macrophages_M0 | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000177463,NR2C2 | -0.3708 | 5.1540e-03 | 4.6179e-06 | -0.4029 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_gamma_delta | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000178921,PFAS | -0.3947 | 2.2972e-03 | 4.4146e-06 | -0.4036 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | NA | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000181450,ZNF678 | -0.5084 | 1.3275e-05 | 1.8828e-08 | -0.4839 |  | N | ADAR;AIFM1;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MOV10;NOP56;NOP58;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;SAFB2;SLTM;SMNDC1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;U2AF1;U2AF2;UPF1;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000183307,CECR6 | -0.4315 | 4.7509e-04 | 4.4078e-06 | -0.4037 |  | N | CELF2;CNBP;DGCR8;DKC1;FBL;FMR1;FUS;HNRNPA2B1;HNRNPC;HNRNPL;IGF2BP1;IGF2BP2;LIN28;MOV10;MSI2;NOP56;NOP58;RBFOX2;TAF15;UPF1 | NA | T_cells_gamma_delta | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000185187,SIGIRR | 0.3345 | 1.4546e-02 | 3.8065e-07 | 0.4422 |  | N | ADAR;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DICER1;DKC1;EIF4A3;EIF4G2;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;ILF3;KHSRP;LARP4B;LARP7;LIN28;LIN28B;LSM11;MSI2;NONO;NOP58;NUMA1;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM22;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF9;TAF15;TARDBP;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;XRN2;YTHDF1;YWHAG;ZNF184 | SIGIRR | T_cells_CD8 | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000185219,ZNF445 | -0.3770 | 4.2348e-03 | 9.1669e-07 | -0.4289 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000187257,RSBN1L | -0.4329 | 5.4749e-04 | 3.5366e-06 | -0.4073 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM5;RTCB;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_MYOGENESIS |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000187555,USP7 | -0.4510 | 2.5626e-04 | 2.2742e-07 | -0.4498 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;METTL14;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | USP7 | Macrophages_M0 | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000188342,GTF2F2 | -0.3802 | 3.5476e-03 | 4.6714e-06 | -0.4027 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR2;GTF2F1;HNRNPA1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28A;LIN28B;LSM11;MOV10;MSI2;NOP56;NOP58;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RTCB;SLTM;SMNDC1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;ZC3H7B | NA | T_cells_follicular_helper | GSVA_HALLMARK_INFLAMMATORY_RESPONSE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000196670,ZFP62 | -0.4320 | 5.6686e-04 | 2.0181e-06 | -0.4165 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM27;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000196724,ZNF418 | -0.4124 | 1.0992e-03 | 4.7235e-06 | -0.4025 |  | N | ADAR;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DKC1;ELAVL1;FBL;FUS;HNRNPA2B1;IGF2BP2;MOV10;NOP56;NOP58;RBFOX2;RBM10;TAF15;TARDBP;U2AF2;UPF1 | NA | T_cells_follicular_helper | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000197019,SERTAD1 | 0.3362 | 1.4255e-02 | 2.5456e-07 | 0.4481 |  | N | AIFM1;BUD13;CNBP;CPSF6;CSTF2T;DDX3X;DDX54;DHX9;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPC;HNRNPK;HNRNPL;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;KHDRBS1;KHSRP;LARP4B;LIN28;LIN28B;LSM11;MOV10;NOP56;NOP58;NUMA1;PRPF8;PTBP1;RBM27;SAFB2;SBDS;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TNRC6A;TRA2A;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1 | NA | T_cells_gamma_delta | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000197323,TRIM33 | -0.4458 | 3.0030e-04 | 2.4743e-07 | -0.4486 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | TRIM33 | T_cells_follicular_helper | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000198315,ZKSCAN8 | -0.4200 | 9.1378e-04 | 3.9704e-07 | -0.4416 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;RTCB;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000204138,PHACTR4 | -0.3538 | 8.1527e-03 | 1.5395e-06 | -0.4208 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | Monocytes | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000204271,SPIN3 | -0.4311 | 5.4620e-04 | 2.6119e-06 | -0.4123 |  | N | ADAR;AUH;BCCIP;BUD13;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DICER1;DKC1;EIF4A3;ELAVL1;FAM120A;FBL;FMR1;FUS;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHSRP;LIN28;LIN28A;LIN28B;MOV10;NONO;NOP56;NOP58;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM5;RNF219;SAFB2;SF3A3;SF3B4;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;U2AF1;U2AF2;UPF1;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | T_cells_CD4_memory_activated | GSVA_HALLMARK_COAGULATION |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000204366,ZBTB12 | -0.4648 | 1.3071e-04 | 6.8203e-08 | -0.4667 |  | N | AIFM1;BCCIP;BUD13;CPSF6;CSTF2T;DDX3X;DGCR8;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NOP56;NOP58;NUMA1;PCBP2;PRPF8;RANGAP1;RBFOX2;RNF219;SAFB2;SF3A3;SF3B4;SLTM;SND1;SRSF1;SRSF10;SRSF9;TAF15;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | NA | Monocytes | GSVA_HALLMARK_G2M_CHECKPOINT |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000204371,EHMT2 | -0.3664 | 5.9381e-03 | 4.8462e-06 | -0.4021 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CPSF6;CSTF2T;DDX3X;DDX42;DGCR8;DKC1;EIF4A3;EIF4G1;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM22;RBM27;RNF219;SAFB2;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | EHMT2 | Monocytes | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000204977,TRIM13 | -0.4275 | 4.2376e-04 | 1.7759e-06 | -0.4185 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM22;RNF219;SAFB2;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | TRIM13 | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_COAGULATION |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000205269,TMEM170B | -0.4838 | 4.3888e-05 | 2.8154e-08 | -0.4786 |  | N | ADAR;AUH;BUD13;CAPRIN1;CELF2;CNBP;CSTF2T;DDX54;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS2;LIN28;LIN28A;LIN28B;MOV10;MSI2;NOP56;NOP58;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RNF219;SF3A3;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;U2AF1;U2AF2;UPF1;YTHDC1;YTHDF1;ZC3H7B;ZNF184 | NA | T_cells_CD4_memory_activated | GSVA_HALLMARK_SPERMATOGENESIS |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000214223,HNRNPA1P10 | -0.4192 | 8.7084e-04 | 3.4885e-06 | -0.4076 |  | N | N | NA | T_cells_follicular_helper | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000214274,ANG | 0.3058 | 2.5128e-02 | 4.1705e-06 | 0.4046 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CNBP;CSTF2T;DGCR8;DHX9;DKC1;EIF4A3;ELAVL1;FAM120A;FKBP4;FUS;GTF2F1;HNRNPK;HNRNPM;IGF2BP1;IGF2BP2;IGF2BP3;LARP4B;LARP7;LIN28B;MOV10;NOP56;NOP58;PCBP2;PRPF8;RBFOX2;SF3A3;SF3B4;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;YTHDF1 | NA | Neutrophils | GSVA_HALLMARK_HYPOXIA |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000215114,UBXN2B | -0.4349 | 5.0723e-04 | 1.0401e-06 | -0.4270 |  | N | ADAR;AIFM1;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;RBM5;SAFB2;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TROVE2;U2AF1;U2AF2;UPF1;VIM;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_CD8 | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000231074,HCG18 | -0.4025 | 1.6328e-03 | 3.0855e-06 | -0.4096 |  | N | ADAR;AIFM1;AUH;BCCIP;BUD13;CELF2;CPSF6;CSTF2T;DDX3X;DDX42;DGCR8;DHX9;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GNL3;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP7;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM22;RBM27;RBM5;RNF219;SAFB2;SBDS;SF3A3;SF3B4;SLBP;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;VIM;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | HCG18 | T_cells_gamma_delta | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000246705,H2AFJ | 0.3756 | 4.4587e-03 | 3.5413e-06 | 0.4073 |  | N | BCCIP;BUD13;CNBP;CSTF2T;DDX54;DGCR8;DICER1;EIF4A3;ELAVL1;FAM120A;FBL;FUS;GTF2F1;HNRNPC;HNRNPK;IGF2BP1;IGF2BP2;LARP4B;LIN28;LIN28B;MOV10;NOP58;PRPF8;RBM5;RNF219;SLTM;SMNDC1;SND1;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIA1;U2AF1;U2AF2;UPF1;YTHDF1;ZC3H7B | NA | T_cells_CD8 | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000247596,TWF2 | 0.3343 | 1.4711e-02 | 3.9507e-06 | 0.4055 |  | N | ADAR;AUH;BCCIP;BUD13;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX42;DDX54;DGCR8;DICER1;DKC1;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FKBP4;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHSRP;LARP4B;LARP7;LIN28;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NPM1;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RNF219;SF3A3;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TARDBP;TIA1;TNRC6A;TRA2A;TROVE2;U2AF1;U2AF2;UPF1;XRN2;YTHDC1;YTHDF1;YWHAG;ZNF184 | NA | T_cells_CD4_memory_activated | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000253797,UTP14C | -0.4299 | 5.6619e-04 | 3.8222e-07 | -0.4422 |  | N | ADAR;AIFM1;AUH;BUD13;CAPRIN1;CELF2;CNBP;CPSF6;CSTF2T;DDX3X;DDX54;DGCR8;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GNL3;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPL;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;KHDRBS2;KHSRP;LARP4B;LIN28;LIN28A;LIN28B;LSM11;MOV10;MSI2;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;SAFB2;SLTM;SND1;SRSF1;SRSF10;SRSF9;TAF15;TARDBP;TIA1;TIAL1;TRA2A;U2AF1;U2AF2;UPF1;VIM;YTHDC1;YTHDF1;YWHAG;ZC3H7B;ZNF184 | NA | T_cells_follicular_helper | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000254595,CTD-2010I16.1 | -0.3768 | 4.0420e-03 | 4.9827e-06 | -0.4016 |  | N | N | NA | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000256463,SALL3 | -0.4503 | 2.4404e-04 | 2.0444e-06 | -0.4163 |  | N | ADAR;AIFM1;DGCR8;DKC1;FBL;FMR1;FUS;HNRNPA2B1;HNRNPC;HNRNPM;IGF2BP2;LIN28;LIN28A;MOV10;NOP56;NOP58;NUMA1;RANGAP1;RBFOX2;RNF219;TAF15;TARDBP;VIM;YTHDC1;ZNF184 | NA | Monocytes | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000257704,INAFM1 | 0.3964 | 2.0304e-03 | 8.2554e-08 | 0.4641 |  | N | AIFM1;AUH;BCCIP;BUD13;CPSF6;CSTF2T;DDX3X;DDX54;DGCR8;EIF4A3;EIF4G2;ELAVL1;FAM120A;FBL;FMR1;FUS;FXR1;FXR2;GTF2F1;HNRNPA1;HNRNPK;HNRNPM;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;ILF3;KHDRBS1;LARP4B;LARP7;LIN28B;LSM11;MOV10;MSI2;NONO;NOP56;NOP58;NUMA1;PCBP2;PRPF8;PTBP1;RANGAP1;RBFOX2;RBM10;RBM22;RBM27;SAFB2;SF3B4;SLTM;SMNDC1;SND1;SRSF1;SRSF7;SRSF9;TAF15;TIA1;TNRC6A;TRA2A;U2AF1;U2AF2;UPF1;XRN2;YWHAG | NA | | GSVA_HALLMARK_SPERMATOGENESIS |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000260804,PKI55 | -0.3872 | 2.9713e-03 | 3.0770e-06 | -0.4096 |  | N | ADAR;CELF2;CSTF2T;DDX54;DICER1;EIF4A3;ELAVL1;FAM120A;FBL;FMR1;FUS;GTF2F1;HNRNPA1;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPU;HNRNPUL1;IGF2BP1;IGF2BP2;IGF2BP3;LIN28;LIN28B;LSM11;MOV10;MSI2;NOP56;NOP58;NUMA1;PCBP2;RBFOX2;RBM10;RBM5;SAFB2;SND1;SRSF1;TAF15;TARDBP;TIA1;U2AF1;U2AF2;UPF1;YTHDC1;ZC3H7B;ZNF184 | NA | T_cells_regulatory_(Tregs) | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000261115,TMEM178B | -0.3930 | 2.5059e-03 | 5.2564e-06 | -0.4007 |  | N | ADAR;CAPRIN1;CELF2;CNBP;CSTF2T;DDX3X;DDX54;DGCR8;DHX9;DICER1;DKC1;EIF4A3;ELAVL1;FBL;FMR1;FUS;HNRNPA2B1;HNRNPC;HNRNPK;HNRNPL;HNRNPM;HNRNPU;IGF2BP1;IGF2BP2;IGF2BP3;KHDRBS1;KHDRBS2;LIN28;LIN28A;LIN28B;METTL14;MOV10;MSI2;NOP56;NOP58;PCBP2;RANGAP1;RBFOX2;RBM10;RBM5;SRSF1;SRSF10;SRSF7;SRSF9;TAF15;TARDBP;TIAL1;TROVE2;U2AF2;UPF1;VIM;YTHDC1;YTHDF1;ZC3H7B | NA | T_cells_gamma_delta | GSVA_HALLMARK_MITOTIC_SPINDLE |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000276571,AC002550.6 | -0.4125 | 1.1039e-03 | 2.7478e-06 | -0.4115 |  | N | ELAVL1;KHDRBS2;MOV10 | NA | T_cells_follicular_helper | GSVA_HALLMARK_XENOBIOTIC_METABOLISM |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000279348,RP11-566E18.1 | -0.4047 | 1.6095e-03 | 1.9097e-06 | -0.4174 |  | N | CNBP;EIF4A3;ELAVL1;FMR1;FUS;IGF2BP2;IGF2BP3;KHDRBS2;MOV10;NOP58;SRSF1;TARDBP;UPF1 | NA | Monocytes | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY |
| ENSG00000267059.2,UQCR11 | GBM | EAG | ENSG00000280128,XXbac-BPG283O16.9 | -0.3695 | 5.1944e-03 | 4.3895e-06 | -0.4037 |  | N | ELAVL1;FBL;FMR1;HNRNPA1;HNRNPK;IGF2BP2;KHDRBS2;MOV10;NOP56;NOP58;SRSF1;TARDBP;TROVE2;U2AF2;UPF1 | NA | T_cells_gamma_delta | GSVA_HALLMARK_ADIPOGENESIS |