| ID_events | cancer | TypeID | ImmuneCell | P | R | CorrelationPlot |
| chr4:108623035-108623665:+ | BLCA | EER | Plasma_cells | 1.1881e-03 | 0.4087 |  |
| ENSG00000109475.15,RPL34 | BLCA | EAG | Plasma_cells | 1.0449e-03 | 0.4096 |  |
| chr4:108625466-108629008:+ | BRCA | EER | NK_cells_activated | 6.0154e-03 | 0.3207 |  |
| ENSG00000109475.15,RPL34 | BRCA | EAG | NK_cells_activated | 2.4474e-03 | 0.2180 |  |
| chr4:108623035-108623665:+ | COAD | EER | Neutrophils | 6.6028e-03 | 0.4387 |  |
| ENSG00000109475.15,RPL34 | COAD | EAG | Neutrophils | 6.6028e-03 | 0.4387 |  |
| chr4:108623035-108623665:+ | ESCA | EER | T_cells_regulatory_(Tregs) | 1.6175e-02 | -0.2258 | .chr4_108623035-108623665_+.png) |
| ENSG00000109475.15,RPL34 | ESCA | EAG | B_cells_naive | 1.2989e-02 | -0.2262 |  |
| ENSG00000109475.15,RPL34 | HNSC | EAG | Monocytes | 2.8815e-02 | 0.4660 |  |
| chr4:108623035-108623665:+ | KIRC | EER | Dendritic_cells_resting | 2.8224e-02 | -0.4388 |  |
| ENSG00000109475.15,RPL34 | KIRC | EAG | Dendritic_cells_resting | 1.6616e-02 | -0.3913 |  |
| ENSG00000109475.15,RPL34 | LAML | EAG | Macrophages_M1 | 7.1508e-03 | 0.2817 |  |
| chr4:108625466-108629008:+ | LGG | EER | B_cells_memory | 2.1256e-03 | 0.2150 |  |
| ENSG00000109475.15,RPL34 | LGG | EAG | B_cells_memory | 8.7135e-03 | 0.1806 |  |
| ENSG00000109475.15,RPL34 | LUSC | EAG | T_cells_follicular_helper | 8.0168e-03 | 0.3167 |  |
| chr4:108623035-108623665:+ | OV | EER | T_cells_gamma_delta | 3.6180e-02 | 0.3504 |  |
| ENSG00000109475.15,RPL34 | OV | EAG | Monocytes | 1.3907e-02 | 0.2793 |  |
| chr4:108625466-108629008:+ | PRAD | EER | T_cells_CD4_memory_resting | 4.3412e-02 | -0.1921 |  |
| ENSG00000109475.15,RPL34 | PRAD | EAG | Monocytes | 4.4511e-02 | -0.1660 |  |
| ENSG00000109475.15,RPL34 | SKCM | EAG | NK_cells_resting | 5.5476e-03 | 0.4306 |  |
| chr4:108623035-108623665:+ | STAD | EER | Macrophages_M1 | 1.5279e-02 | 0.1744 |  |
| chr4:108625466-108629008:+ | THCA | EER | Monocytes | 3.3011e-02 | 0.2734 |  |
| ID_events | cancer | HallmarkType | Type | P | R | CorrelationPlot |
| ENSG00000109475.15,RPL34 | BLCA | GSVA_HALLMARK_ANGIOGENESIS | EAG | 6.6985e-03 | 0.3436 |  |
| chr4:108623035-108623665:+ | BLCA | GSVA_HALLMARK_ANGIOGENESIS | EER | 7.3926e-03 | 0.3425 |  |
| chr4:108625466-108629008:+ | BRCA | GSVA_HALLMARK_PI3K_AKT_MTOR_SIGNALING | EER | 3.5547e-03 | 0.3392 |  |
| ENSG00000109475.15,RPL34 | CESC | GSVA_HALLMARK_XENOBIOTIC_METABOLISM | EAG | 1.2826e-03 | 0.5442 |  |
| chr4:108623035-108623665:+ | ESCA | GSVA_HALLMARK_KRAS_SIGNALING_UP | EER | 3.3455e-02 | -0.2003 |  |
| ENSG00000109475.15,RPL34 | ESCA | GSVA_HALLMARK_ALLOGRAFT_REJECTION | EAG | 2.2765e-02 | -0.2078 |  |
| ENSG00000109475.15,RPL34 | HNSC | GSVA_HALLMARK_UV_RESPONSE_DN | EAG | 4.6173e-02 | -0.4293 |  |
| chr4:108625466-108629008:+ | LGG | GSVA_HALLMARK_G2M_CHECKPOINT | EER | 5.6483e-04 | -0.2405 |  |
| ENSG00000109475.15,RPL34 | LGG | GSVA_HALLMARK_PROTEIN_SECRETION | EAG | 4.0323e-04 | -0.2420 |  |
| chr4:108623035-108623665:+ | LUAD | GSVA_HALLMARK_WNT_BETA_CATENIN_SIGNALING | EER | 1.0291e-03 | -0.4166 |  |
| ENSG00000109475.15,RPL34 | LUAD | GSVA_HALLMARK_WNT_BETA_CATENIN_SIGNALING | EAG | 4.2912e-03 | -0.3607 |  |
| ENSG00000109475.15,RPL34 | LUSC | GSVA_HALLMARK_DNA_REPAIR | EAG | 4.9002e-02 | 0.2379 |  |
| chr4:108625466-108629008:+ | OV | GSVA_HALLMARK_COAGULATION | EER | 6.4457e-03 | 0.4138 |  |
| chr4:108623035-108623665:+ | OV | GSVA_HALLMARK_PANCREAS_BETA_CELLS | EER | 3.3096e-02 | -0.3560 |  |
| ENSG00000109475.15,RPL34 | PAAD | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY | EAG | 4.8145e-02 | 0.4074 |  |
| chr4:108625466-108629008:+ | PRAD | GSVA_HALLMARK_TGF_BETA_SIGNALING | EER | 7.6369e-03 | -0.2520 |  |
| chr4:108625466-108629008:+ | STAD | GSVA_HALLMARK_BILE_ACID_METABOLISM | EER | 4.4437e-02 | 0.2562 |  |
| ENSG00000109475.15,RPL34 | STAD | GSVA_HALLMARK_TGF_BETA_SIGNALING | EAG | 8.0622e-06 | 0.2978 |  |
| chr4:108623035-108623665:+ | STAD | GSVA_HALLMARK_TGF_BETA_SIGNALING | EER | 4.2483e-06 | 0.3242 |  |
| ENSG00000109475.15,RPL34 | THCA | GSVA_HALLMARK_FATTY_ACID_METABOLISM | EAG | 2.8537e-02 | -0.2169 |  |
| ID_events | cancer | Drug | Type | P | R | CorrelationPlot |
| ENSG00000109475.15,RPL34 | BLCA | ATRA | EAG | 8.0781e-04 | 0.4178 |  |
| chr4:108623035-108623665:+ | BLCA | ATRA | EER | 9.1480e-04 | 0.4171 |  |
| ENSG00000109475.15,RPL34 | BRCA | BMS.708163 | EAG | 4.1612e-02 | 0.1480 |  |
| ENSG00000109475.15,RPL34 | CESC | AZD6244 | EAG | 3.5979e-02 | -0.3721 |  |
| ENSG00000109475.15,RPL34 | COAD | Embelin | EAG | 2.0747e-02 | -0.3789 |  |
| chr4:108623035-108623665:+ | COAD | Embelin | EER | 2.0747e-02 | -0.3789 |  |
| chr4:108623035-108623665:+ | ESCA | Bosutinib | EER | 1.3211e-02 | -0.2325 |  |
| ENSG00000109475.15,RPL34 | ESCA | Bosutinib | EAG | 5.2102e-03 | -0.2535 |  |
| chr4:108625466-108629008:+ | ESCA | GNF.2 | EER | 7.1006e-03 | -0.5569 |  |
| ENSG00000109475.15,RPL34 | HNSC | A.443654 | EAG | 3.8970e-03 | -0.5894 |  |
| chr4:108623035-108623665:+ | KIRC | JNK.9L | EER | 1.5818e-02 | 0.4774 |  |
| ENSG00000109475.15,RPL34 | KIRC | BMS.708163 | EAG | 1.3349e-03 | 0.5078 |  |
| ENSG00000109475.15,RPL34 | LAML | Cisplatin | EAG | 1.2173e-02 | -0.2633 |  |
| chr4:108625466-108629008:+ | LGG | Gemcitabine | EER | 3.4972e-03 | 0.2046 |  |
| ENSG00000109475.15,RPL34 | LGG | Embelin | EAG | 1.2902e-06 | 0.3268 |  |
| chr4:108623035-108623665:+ | LUAD | KIN001.135 | EER | 5.6567e-05 | 0.4994 |  |
| ENSG00000109475.15,RPL34 | LUAD | KIN001.135 | EAG | 6.7808e-05 | 0.4874 |  |
| ENSG00000109475.15,RPL34 | LUSC | Epothilone.B | EAG | 2.0642e-02 | -0.2782 |  |
| chr4:108625466-108629008:+ | OV | CMK | EER | 8.4914e-03 | -0.4010 |  |
| ENSG00000109475.15,RPL34 | PRAD | Embelin | EAG | 4.8053e-02 | 0.1634 |  |
| chr4:108625466-108629008:+ | PRAD | EHT.1864 | EER | 1.6673e-02 | -0.2268 |  |
| ENSG00000109475.15,RPL34 | SKCM | AS601245 | EAG | 2.2892e-02 | -0.3590 |  |
| chr4:108625466-108629008:+ | STAD | Methotrexate | EER | 3.0647e-02 | 0.2748 |  |
| ENSG00000109475.15,RPL34 | STAD | Bicalutamide | EAG | 8.4551e-04 | -0.2250 |  |
| chr4:108623035-108623665:+ | STAD | AS601245 | EER | 1.0466e-02 | -0.1839 |  |
| ENSG00000109475.15,RPL34 | THCA | AZD7762 | EAG | 2.9076e-02 | -0.2162 |  |