| ID_events | cancer | TypeID | ImmuneCell | P | R | CorrelationPlot |
| chr3:57626416-57627449:- | BLCA | EER | T_cells_CD4_memory_activated | 1.1733e-04 | 0.2456 |  |
| ENSG00000174839.11,DENND6A | BLCA | EAG | T_cells_CD4_memory_activated | 2.7381e-04 | 0.2310 |  |
| chr3:57626416-57627449:- | BRCA | EER | B_cells_naive | 1.5222e-06 | -0.1626 |  |
| ENSG00000174839.11,DENND6A | BRCA | EAG | B_cells_naive | 2.3220e-05 | -0.1430 |  |
| chr3:57626416-57627449:- | CESC | EER | Dendritic_cells_activated | 2.3752e-03 | 0.2034 |  |
| ENSG00000174839.11,DENND6A | CESC | EAG | Dendritic_cells_activated | 1.0738e-03 | 0.2171 |  |
| ENSG00000174839.11,DENND6A | CHOL | EAG | T_cells_gamma_delta | 4.9344e-02 | 0.4238 |  |
| chr3:57626416-57627449:- | COAD | EER | Dendritic_cells_activated | 1.0642e-03 | 0.2988 |  |
| ENSG00000174839.11,DENND6A | COAD | EAG | Eosinophils | 4.5694e-05 | 0.3603 |  |
| chr3:57626416-57627449:- | ESCA | EER | B_cells_naive | 3.2548e-03 | -0.2388 |  |
| ENSG00000174839.11,DENND6A | ESCA | EAG | T_cells_regulatory_(Tregs) | 7.5570e-04 | -0.2669 | .ENSG00000174839.11,DENND6A.png) |
| chr3:57626416-57627449:- | GBM | EER | Neutrophils | 7.8953e-03 | -0.2140 |  |
| ENSG00000174839.11,DENND6A | GBM | EAG | Neutrophils | 7.8953e-03 | -0.2140 |  |
| chr3:57626416-57627449:- | HNSC | EER | T_cells_regulatory_(Tregs) | 1.3231e-02 | -0.1224 | .chr3_57626416-57627449_-.png) |
| ENSG00000174839.11,DENND6A | HNSC | EAG | T_cells_regulatory_(Tregs) | 1.0323e-02 | -0.1265 | .ENSG00000174839.11,DENND6A.png) |
| chr3:57626416-57627449:- | KIRC | EER | T_cells_follicular_helper | 1.6377e-03 | 0.1826 |  |
| ENSG00000174839.11,DENND6A | KIRC | EAG | T_cells_follicular_helper | 1.9510e-03 | 0.1779 |  |
| chr3:57626416-57627449:- | KIRP | EER | Neutrophils | 3.7245e-02 | -0.1756 |  |
| ENSG00000174839.11,DENND6A | KIRP | EAG | B_cells_naive | 3.4535e-02 | -0.1769 |  |
| chr3:57626416-57627449:- | LGG | EER | T_cells_CD4_memory_activated | 5.6118e-03 | 0.1533 |  |
| ENSG00000174839.11,DENND6A | LGG | EAG | T_cells_CD4_naive | 4.2363e-03 | 0.1580 |  |
| ENSG00000174839.11,DENND6A | LIHC | EAG | NK_cells_activated | 1.5977e-02 | 0.1939 |  |
| chr3:57626416-57627449:- | LUAD | EER | Dendritic_cells_activated | 2.5112e-02 | 0.1276 |  |
| ENSG00000174839.11,DENND6A | LUAD | EAG | Eosinophils | 1.2523e-08 | 0.3148 |  |
| chr3:57626416-57627449:- | MESO | EER | Mast_cells_resting | 3.5521e-02 | -0.2633 |  |
| ENSG00000174839.11,DENND6A | MESO | EAG | Mast_cells_resting | 3.5521e-02 | -0.2633 |  |
| chr3:57626416-57627449:- | OV | EER | Dendritic_cells_activated | 1.8686e-02 | 0.1452 |  |
| ENSG00000174839.11,DENND6A | OV | EAG | Dendritic_cells_activated | 4.2488e-02 | 0.1252 |  |
| chr3:57626416-57627449:- | PAAD | EER | T_cells_CD8 | 1.0006e-02 | -0.2515 |  |
| ENSG00000174839.11,DENND6A | PAAD | EAG | NK_cells_activated | 2.5055e-02 | 0.2197 |  |
| ENSG00000174839.11,DENND6A | PCPG | EAG | B_cells_naive | 2.0967e-02 | 0.2881 |  |
| chr3:57626416-57627449:- | PRAD | EER | Plasma_cells | 8.3069e-03 | -0.1673 |  |
| ENSG00000174839.11,DENND6A | PRAD | EAG | T_cells_gamma_delta | 1.7143e-03 | 0.1958 |  |
| chr3:57626416-57627449:- | SARC | EER | NK_cells_resting | 1.8482e-02 | -0.1795 |  |
| ENSG00000174839.11,DENND6A | SARC | EAG | NK_cells_activated | 1.0558e-02 | 0.1934 |  |
| chr3:57626416-57627449:- | STAD | EER | Neutrophils | 8.8585e-05 | 0.2305 |  |
| ENSG00000174839.11,DENND6A | STAD | EAG | Eosinophils | 3.3565e-04 | 0.2011 |  |
| ENSG00000174839.11,DENND6A | TGCT | EAG | NK_cells_activated | 2.7602e-02 | 0.2945 |  |
| chr3:57626416-57627449:- | THCA | EER | Neutrophils | 3.1652e-02 | -0.1189 |  |
| ENSG00000174839.11,DENND6A | THCA | EAG | T_cells_CD4_memory_activated | 4.6943e-02 | 0.1096 |  |
| chr3:57626416-57627449:- | UCEC | EER | Eosinophils | 3.1330e-03 | 0.2985 |  |
| ENSG00000174839.11,DENND6A | UCEC | EAG | Eosinophils | 2.8742e-02 | 0.2177 |  |
| ID_events | cancer | HallmarkType | Type | P | R | CorrelationPlot |
| ENSG00000174839.11,DENND6A | BLCA | GSVA_HALLMARK_HEME_METABOLISM | EAG | 3.4240e-03 | -0.1867 |  |
| chr3:57626416-57627449:- | BLCA | GSVA_HALLMARK_INTERFERON_GAMMA_RESPONSE | EER | 9.6309e-04 | 0.2113 |  |
| ENSG00000174839.11,DENND6A | BRCA | GSVA_HALLMARK_UV_RESPONSE_DN | EAG | 4.0597e-11 | -0.2215 |  |
| chr3:57626416-57627449:- | BRCA | GSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY | EER | 1.5643e-14 | 0.2572 |  |
| chr3:57626416-57627449:- | CESC | GSVA_HALLMARK_UV_RESPONSE_DN | EER | 7.7397e-04 | -0.2245 |  |
| ENSG00000174839.11,DENND6A | CESC | GSVA_HALLMARK_UV_RESPONSE_DN | EAG | 1.8144e-04 | -0.2476 |  |
| ENSG00000174839.11,DENND6A | CHOL | GSVA_HALLMARK_PROTEIN_SECRETION | EAG | 2.7686e-03 | -0.6065 |  |
| chr3:57626416-57627449:- | COAD | GSVA_HALLMARK_SPERMATOGENESIS | EER | 7.5000e-03 | -0.2460 |  |
| ENSG00000174839.11,DENND6A | COAD | GSVA_HALLMARK_PI3K_AKT_MTOR_SIGNALING | EAG | 1.3891e-04 | -0.3382 |  |
| ENSG00000174839.11,DENND6A | ESCA | GSVA_HALLMARK_MTORC1_SIGNALING | EAG | 6.5569e-04 | 0.2699 |  |
| chr3:57626416-57627449:- | ESCA | GSVA_HALLMARK_MTORC1_SIGNALING | EER | 3.0747e-04 | 0.2907 |  |
| chr3:57626416-57627449:- | GBM | GSVA_HALLMARK_MYOGENESIS | EER | 6.5987e-03 | 0.2187 |  |
| ENSG00000174839.11,DENND6A | GBM | GSVA_HALLMARK_MYOGENESIS | EAG | 6.5987e-03 | 0.2187 |  |
| ENSG00000174839.11,DENND6A | HNSC | GSVA_HALLMARK_MITOTIC_SPINDLE | EAG | 2.9649e-07 | -0.2499 |  |
| chr3:57626416-57627449:- | HNSC | GSVA_HALLMARK_MITOTIC_SPINDLE | EER | 8.6365e-07 | -0.2405 |  |
| ENSG00000174839.11,DENND6A | KIRC | GSVA_HALLMARK_MITOTIC_SPINDLE | EAG | 4.4926e-07 | -0.2860 |  |
| chr3:57626416-57627449:- | KIRC | GSVA_HALLMARK_MITOTIC_SPINDLE | EER | 9.8268e-06 | -0.2542 |  |
| chr3:57626416-57627449:- | KIRP | GSVA_HALLMARK_UV_RESPONSE_DN | EER | 3.3547e-04 | -0.2978 |  |
| ENSG00000174839.11,DENND6A | KIRP | GSVA_HALLMARK_UV_RESPONSE_DN | EAG | 8.7843e-05 | -0.3220 |  |
| ENSG00000174839.11,DENND6A | LGG | GSVA_HALLMARK_MITOTIC_SPINDLE | EAG | 4.2224e-09 | -0.3181 |  |
| chr3:57626416-57627449:- | LGG | GSVA_HALLMARK_MITOTIC_SPINDLE | EER | 9.4928e-09 | -0.3116 |  |
| chr3:57626416-57627449:- | LIHC | GSVA_HALLMARK_MITOTIC_SPINDLE | EER | 9.0226e-04 | -0.2665 |  |
| ENSG00000174839.11,DENND6A | LIHC | GSVA_HALLMARK_MITOTIC_SPINDLE | EAG | 1.7327e-04 | -0.2981 |  |
| ENSG00000174839.11,DENND6A | LUAD | GSVA_HALLMARK_WNT_BETA_CATENIN_SIGNALING | EAG | 5.9206e-05 | -0.2250 |  |
| chr3:57626416-57627449:- | LUAD | GSVA_HALLMARK_WNT_BETA_CATENIN_SIGNALING | EER | 1.7917e-03 | -0.1773 |  |
| chr3:57626416-57627449:- | LUSC | GSVA_HALLMARK_WNT_BETA_CATENIN_SIGNALING | EER | 6.8127e-06 | -0.2262 |  |
| ENSG00000174839.11,DENND6A | LUSC | GSVA_HALLMARK_WNT_BETA_CATENIN_SIGNALING | EAG | 8.6832e-06 | -0.2234 |  |
| ENSG00000174839.11,DENND6A | MESO | GSVA_HALLMARK_MYC_TARGETS_V2 | EAG | 2.0620e-03 | 0.3782 |  |
| chr3:57626416-57627449:- | MESO | GSVA_HALLMARK_MYC_TARGETS_V2 | EER | 2.0620e-03 | 0.3782 |  |
| ENSG00000174839.11,DENND6A | OV | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION | EAG | 2.2831e-07 | 0.3125 |  |
| chr3:57626416-57627449:- | OV | GSVA_HALLMARK_OXIDATIVE_PHOSPHORYLATION | EER | 1.3415e-07 | 0.3188 |  |
| ENSG00000174839.11,DENND6A | PAAD | GSVA_HALLMARK_SPERMATOGENESIS | EAG | 7.9791e-05 | -0.3770 |  |
| chr3:57626416-57627449:- | PAAD | GSVA_HALLMARK_SPERMATOGENESIS | EER | 1.6964e-04 | -0.3606 |  |
| ENSG00000174839.11,DENND6A | PCPG | GSVA_HALLMARK_MYC_TARGETS_V1 | EAG | 2.9386e-02 | -0.2725 |  |
| ENSG00000174839.11,DENND6A | PRAD | GSVA_HALLMARK_ESTROGEN_RESPONSE_EARLY | EAG | 8.0303e-07 | -0.3038 |  |
| chr3:57626416-57627449:- | PRAD | GSVA_HALLMARK_ESTROGEN_RESPONSE_EARLY | EER | 8.1875e-05 | -0.2475 |  |
| ENSG00000174839.11,DENND6A | READ | GSVA_HALLMARK_GLYCOLYSIS | EAG | 1.4158e-02 | 0.4295 |  |
| chr3:57626416-57627449:- | SARC | GSVA_HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION | EER | 3.5370e-04 | 0.2693 |  |
| ENSG00000174839.11,DENND6A | SARC | GSVA_HALLMARK_COAGULATION | EAG | 8.1503e-04 | 0.2515 |  |
| chr3:57626416-57627449:- | SKCM | GSVA_HALLMARK_UV_RESPONSE_DN | EER | 1.1496e-04 | -0.2272 |  |
| ENSG00000174839.11,DENND6A | SKCM | GSVA_HALLMARK_PROTEIN_SECRETION | EAG | 1.1141e-05 | -0.2574 |  |
| ENSG00000174839.11,DENND6A | STAD | GSVA_HALLMARK_COAGULATION | EAG | 7.6043e-03 | 0.1504 |  |
| chr3:57626416-57627449:- | STAD | GSVA_HALLMARK_CHOLESTEROL_HOMEOSTASIS | EER | 1.0269e-04 | 0.2284 |  |
| ENSG00000174839.11,DENND6A | TGCT | GSVA_HALLMARK_MTORC1_SIGNALING | EAG | 1.4172e-03 | 0.4163 |  |
| chr3:57626416-57627449:- | THCA | GSVA_HALLMARK_HEME_METABOLISM | EER | 1.5701e-06 | -0.2619 |  |
| ENSG00000174839.11,DENND6A | THCA | GSVA_HALLMARK_HEME_METABOLISM | EAG | 3.3939e-07 | -0.2767 |  |
| chr3:57626416-57627449:- | UCEC | GSVA_HALLMARK_WNT_BETA_CATENIN_SIGNALING | EER | 2.7457e-03 | -0.3024 |  |
| ENSG00000174839.11,DENND6A | UCEC | GSVA_HALLMARK_WNT_BETA_CATENIN_SIGNALING | EAG | 3.1238e-04 | -0.3516 |  |
| chr3:57626416-57627449:- | UCS | GSVA_HALLMARK_DNA_REPAIR | EER | 5.7144e-05 | 0.5798 |  |
| ENSG00000174839.11,DENND6A | UCS | GSVA_HALLMARK_DNA_REPAIR | EAG | 1.9747e-05 | 0.6017 |  |
| ID_events | cancer | Drug | Type | P | R | CorrelationPlot |
| chr3:57626416-57627449:- | ACC | EHT.1864 | EER | 3.0447e-03 | 0.5148 |  |
| ENSG00000174839.11,DENND6A | ACC | EHT.1864 | EAG | 3.0447e-03 | 0.5148 |  |
| ENSG00000174839.11,DENND6A | BLCA | Gefitinib | EAG | 9.3558e-06 | -0.2800 |  |
| chr3:57626416-57627449:- | BLCA | Gefitinib | EER | 1.0196e-05 | -0.2806 |  |
| ENSG00000174839.11,DENND6A | BRCA | CMK | EAG | 3.9279e-11 | -0.2219 |  |
| chr3:57626416-57627449:- | BRCA | CCT007093 | EER | 6.3328e-12 | 0.2308 |  |
| ENSG00000174839.11,DENND6A | CESC | Dasatinib | EAG | 6.5152e-10 | -0.3986 |  |
| chr3:57626416-57627449:- | CESC | Dasatinib | EER | 3.9802e-09 | -0.3829 |  |
| ENSG00000174839.11,DENND6A | CHOL | CHIR.99021 | EAG | 1.7542e-02 | 0.5010 |  |
| ENSG00000174839.11,DENND6A | COAD | CCT007093 | EAG | 3.8861e-06 | -0.4042 |  |
| chr3:57626416-57627449:- | COAD | LFM.A13 | EER | 2.0705e-03 | -0.2820 |  |
| ENSG00000174839.11,DENND6A | ESCA | Docetaxel | EAG | 1.3381e-05 | -0.3408 |  |
| chr3:57626416-57627449:- | ESCA | Erlotinib | EER | 1.6668e-05 | -0.3436 |  |
| chr3:57626416-57627449:- | GBM | BAY.61.3606 | EER | 1.2450e-05 | 0.3452 |  |
| ENSG00000174839.11,DENND6A | GBM | BAY.61.3606 | EAG | 1.2450e-05 | 0.3452 |  |
| ENSG00000174839.11,DENND6A | HNSC | Erlotinib | EAG | 7.0906e-10 | -0.2984 |  |
| chr3:57626416-57627449:- | HNSC | Erlotinib | EER | 6.6676e-09 | -0.2818 |  |
| chr3:57626416-57627449:- | KIRC | BAY.61.3606 | EER | 2.7263e-09 | 0.3375 |  |
| ENSG00000174839.11,DENND6A | KIRC | BAY.61.3606 | EAG | 2.8937e-07 | 0.2905 |  |
| chr3:57626416-57627449:- | KIRP | BMS.536924 | EER | 3.4015e-04 | -0.2985 |  |
| ENSG00000174839.11,DENND6A | KIRP | BMS.536924 | EAG | 5.6504e-05 | -0.3313 |  |
| ENSG00000174839.11,DENND6A | LAML | BMS.754807 | EAG | 2.8909e-02 | -0.4059 |  |
| ENSG00000174839.11,DENND6A | LGG | Embelin | EAG | 2.6466e-10 | 0.3407 |  |
| chr3:57626416-57627449:- | LGG | Doxorubicin | EER | 2.3538e-05 | 0.2322 |  |
| chr3:57626416-57627449:- | LIHC | Lapatinib | EER | 1.0626e-02 | 0.2087 |  |
| ENSG00000174839.11,DENND6A | LIHC | Lapatinib | EAG | 1.7427e-02 | 0.1933 |  |
| ENSG00000174839.11,DENND6A | LUAD | Gemcitabine | EAG | 9.9873e-05 | -0.2181 |  |
| chr3:57626416-57627449:- | LUAD | Gemcitabine | EER | 6.0992e-04 | -0.1942 |  |
| chr3:57626416-57627449:- | LUSC | AZD6482 | EER | 5.0491e-04 | 0.1758 |  |
| ENSG00000174839.11,DENND6A | LUSC | AZD6482 | EAG | 1.6604e-04 | 0.1898 |  |
| chr3:57626416-57627449:- | MESO | EHT.1864 | EER | 5.7615e-03 | 0.3414 |  |
| ENSG00000174839.11,DENND6A | MESO | EHT.1864 | EAG | 5.7615e-03 | 0.3414 |  |
| chr3:57626416-57627449:- | OV | BAY.61.3606 | EER | 3.7202e-08 | 0.3319 |  |
| ENSG00000174839.11,DENND6A | OV | BAY.61.3606 | EAG | 1.3614e-06 | 0.2927 |  |
| ENSG00000174839.11,DENND6A | PAAD | AZD6244 | EAG | 1.5435e-03 | -0.3067 |  |
| chr3:57626416-57627449:- | PAAD | AZD6244 | EER | 2.8298e-03 | -0.2900 |  |
| ENSG00000174839.11,DENND6A | PCPG | Etoposide | EAG | 9.3352e-04 | 0.4039 |  |
| ENSG00000174839.11,DENND6A | PRAD | AZD.2281 | EAG | 7.4429e-07 | -0.3058 |  |
| chr3:57626416-57627449:- | PRAD | AZD.2281 | EER | 5.7176e-03 | -0.1757 |  |
| ENSG00000174839.11,DENND6A | READ | Midostaurin | EAG | 1.2410e-03 | 0.5455 |  |
| chr3:57626416-57627449:- | SARC | Bexarotene | EER | 1.7877e-04 | -0.2820 |  |
| ENSG00000174839.11,DENND6A | SARC | AZD.2281 | EAG | 3.5251e-06 | -0.3433 |  |
| chr3:57626416-57627449:- | SKCM | GNF.2 | EER | 4.9122e-04 | -0.2059 |  |
| ENSG00000174839.11,DENND6A | SKCM | BIBW2992 | EAG | 2.7529e-06 | -0.2741 |  |
| chr3:57626416-57627449:- | STAD | Lapatinib | EER | 8.1846e-04 | 0.1989 |  |
| ENSG00000174839.11,DENND6A | STAD | BAY.61.3606 | EAG | 9.2436e-04 | 0.1860 |  |
| ENSG00000174839.11,DENND6A | TGCT | GW.441756 | EAG | 7.3505e-03 | -0.3545 |  |
| chr3:57626416-57627449:- | THCA | Embelin | EER | 3.1377e-14 | 0.4034 |  |
| ENSG00000174839.11,DENND6A | THCA | Embelin | EAG | 1.3948e-15 | 0.4212 |  |
| chr3:57626416-57627449:- | UCEC | BIRB.0796 | EER | 1.0075e-03 | -0.3305 |  |
| ENSG00000174839.11,DENND6A | UCEC | AZD6482 | EAG | 1.3853e-03 | 0.3140 |  |
| chr3:57626416-57627449:- | UCS | BMS.509744 | EER | 9.6719e-05 | -0.5651 |  |
| ENSG00000174839.11,DENND6A | UCS | BMS.509744 | EAG | 2.8068e-05 | -0.5928 |  |