Dataset | Source | Tissue | Cancer type level1 | Cancer type level2 | Drug type | Regimen | Timepoint | Cell type | avg_log2FC | p_val_adj |
GSE169246_PacBlood | patients | Peripheral blood mononuclear cells | Breast cancer | Advanced triple-negative breast cancer (TNBC) | Chemotherapy | paclitaxel | pre | NK cells | -0.455107 | 2.28e-20 |
GSE169246_PacTissue | patients | Tumor tissue | Breast cancer | Advanced triple-negative breast cancer (TNBC) | Chemotherapy | paclitaxel | post | Mono/Macro | -1.29365 | 5.32e-10 |
GSE169246_PacTissue | patients | Tumor tissue | Breast cancer | Advanced triple-negative breast cancer (TNBC) | Chemotherapy | paclitaxel | post | CD8+ T cells | -0.707251 | 0.00e+00 |
GSE169246_PacTissue | patients | Tumor tissue | Breast cancer | Advanced triple-negative breast cancer (TNBC) | Chemotherapy | paclitaxel | post | NK cells | -0.828267 | 8.97e-44 |
GSE169246_PacTissue | patients | Tumor tissue | Breast cancer | Advanced triple-negative breast cancer (TNBC) | Chemotherapy | paclitaxel | pre | Mono/Macro | -1.60397 | 0.00e+00 |
GSE169246_PacAteTissue | patients | Tumor tissue | Breast cancer | Advanced triple-negative breast cancer (TNBC) | Immunotherapy | atezolizumab + paclitaxel | post | CD8+ T cells | -0.619728 | 4.19e-27 |
GSE169246_PacAteTissue | patients | Tumor tissue | Breast cancer | Advanced triple-negative breast cancer (TNBC) | Immunotherapy | atezolizumab + paclitaxel | pre | NK cells | -0.354538 | 4.64e-04 |
GSE169246_PacAteTissue | patients | Tumor tissue | Breast cancer | Advanced triple-negative breast cancer (TNBC) | Immunotherapy | atezolizumab + paclitaxel | pre | Mono/Macro | -0.737641 | 2.36e-04 |
GSE164551 | patients | Bone marrow aspirate | Multiple myeloma | Refractory multiple myeloma (MM) | Immunotherapy | CAR-T | NA | Malignant cells | -1.10738 | 8.76e-04 |
PMID34715028 | patients | Tumor tissue | Kidney cancer | Clear cell renal cell carcinoma (ccRCC) | Immunotherapy | nivolumab | post | CD8+ T cells | -1.11946 | 0.00e+00 |
GSE207422_Sin | patients | Tumor tissue | Lung cancer | EGFR/ALK mutation negative non-small cell lung cancer (NSCLC) | Immunotherapy | sintilimab + carboplatin + (docetaxel or pemetrexed or emcitabine) | post | CD8+ T cells | 0.902456 | 3.29e-05 |
GSE207422_Sin | patients | Tumor tissue | Lung cancer | EGFR/ALK mutation negative non-small cell lung cancer (NSCLC) | Immunotherapy | sintilimab + carboplatin + (docetaxel or pemetrexed or emcitabine) | post | Neutrophils | 0.603698 | 5.47e-10 |
GSE207422_Tor | patients | Tumor tissue | Lung cancer | EGFR/ALK mutation negative non-small cell lung cancer (NSCLC) | Immunotherapy | toripalimab + carboplatin + (docetaxel or pemetrexed or emcitabine) | post | Neutrophils | 2.80123 | 4.92e-26 |
GSE189460 | patients | Bone marrow aspirate | Multiple myeloma | Multiple myeloma (MM) | Targeted therapy | bortezomib + melphalan + prednisolone | pre | pDCs | 1.25744 | 2.64e-02 |
GSE189460 | patients | Bone marrow aspirate | Multiple myeloma | Multiple myeloma (MM) | Targeted therapy | bortezomib + melphalan + prednisolone | pre | Mono/Macro | -0.883183 | 1.50e-19 |
GSE199333 | patients | Bone marrow aspirate | Acute myeloid leukemia | Primary FLT3-ITD-mutated acute myeloid leukemia (AML) | Targeted therapy | gilteritinib | pre | NK cells | 1.5556 | 3.37e-12 |
Gene symbol | motif | TF_highConf |
CCL4L2 | transfac_pro__M06133 | ZNF17 (directAnnotation). |
CCL4L2 | swissregulon__mm__Cebpe | CEBPE (inferredBy_Orthology). |
CCL4L2 | kznf__ZNF26_Imbeault2017_OM_MEME | ZNF26 (directAnnotation). |
CCL4L2 | transfac_pro__M06671 | ZNF285 (directAnnotation). |
CCL4L2 | taipale_tf_pairs__TEAD4_ONECUT2_RCATTCCNNATCGAYN_CAP_repr | ONECUT2; TEAD4 (directAnnotation). |
CCL4L2 | dbtfbs__ZKSCAN8_representative_N1 | ZKSCAN8 (directAnnotation). |
CCL4L2 | taipale_tf_pairs__POU2F1_FOXO6_RMATATKCNNNNNNNNNNNNNNNNRWMAACA_CAP_repr | FOXO6; POU2F1 (directAnnotation). |
CCL4L2 | kznf__ZNF614_Imbeault2017_RP_ChIP-seq | ZNF614 (directAnnotation). |
CCL4L2 | hdpi__ZNF205 | ZNF205 (directAnnotation). |
CCL4L2 | transfac_pro__M05643 | ZNF879 (directAnnotation). |
CCL4L2 | transfac_pro__M06642 | ZSCAN10 (directAnnotation). |
CCL4L2 | dbtfbs__CHAMP1_K562_ENCSR065XVO_merged_N1 | CHAMP1 (directAnnotation). |
CCL4L2 | hdpi__ZNF238 | ZBTB18 (directAnnotation). |
CCL4L2 | tfdimers__MD00209 | MZF1; TBP (directAnnotation). |
CCL4L2 | taipale_tf_pairs__GCM1_TBX21_RGGTGWKNNNNNNNNNTNNCRTRNGGGN_CAP_repr | GCM1; TBX21 (directAnnotation). |
CCL4L2 | tfdimers__MD00425 | ELF5; SMAD4 (directAnnotation). |
CCL4L2 | transfac_pro__M05463 | ZIM2 (directAnnotation). |
CCL4L2 | transfac_pro__M06852 | ZNF549 (directAnnotation). |
CCL4L2 | tfdimers__MD00002 | CRX (directAnnotation). |
CCL4L2 | metacluster_74.10 | HNF1B (directAnnotation). |
CCL4L2 | metacluster_198.1 | ZNF439 (directAnnotation). |
CCL4L2 | swissregulon__mm__Pbx1 | PBX1 (inferredBy_Orthology). |
CCL4L2 | transfac_pro__M06077 | ZNF716 (directAnnotation). |
CCL4L2 | transfac_pro__M05506 | ZSCAN16 (directAnnotation). |
CCL4L2 | metacluster_89.5 | ZKSCAN1 (directAnnotation). ZKSCAN1 (inferredBy_Orthology). |
CCL4L2 | tfdimers__MD00228 | PDX1; TFAP4 (directAnnotation). |
CCL4L2 | dbtfbs__NCOA3_MCF-7_ENCSR573OJP_merged_N2 | NCOA3 (directAnnotation). |
CCL4L2 | metacluster_86.5 | ZNF324; ZNF418 (directAnnotation). |
CCL4L2 | taipale_tf_pairs__CUX1_SOX15_NATCRATNNNNNNNAACAATRS_CAP_repr | CUX1; SOX15 (directAnnotation). |
CCL4L2 | tfdimers__MD00029 | IKZF2; NKX3-2 (directAnnotation). |
CCL4L2 | transfac_pro__M06326 | ZNF841 (directAnnotation). |
CCL4L2 | jaspar__MA1951.1 | FOS (directAnnotation). |
CCL4L2 | swissregulon__hs__RUNX2 | RUNX2 (directAnnotation). |
CCL4L2 | metacluster_23.5 | WT1 (directAnnotation). |
CCL4L2 | transfac_pro__M06265 | ZNF791 (directAnnotation). |
CCL4L2 | metacluster_180.3 | ATF2; ATF2; ATF2; ATF2; ATF3; ATF3; ATF4; ATF4; ATF6; ATF6B; ATF7; ATF7; BACH2; BATF3; BATF3; CREB1; CREB1; CREB3; FOSL1; FOSL2; JDP2; JUN; JUN; JUN; JUND; JUND; XBP1; ZBTB21 (directAnnotation). JDP2; JDP2; JUND (inferredBy_Orthology). |
CCL4L2 | transfac_pro__M04933 | STAT3 (directAnnotation). |
CCL4L2 | metacluster_8.3 | BCL11A; RUNX1; RUNX1; RUNX1; RUNX1; RUNX2; RUNX2; RUNX2; RUNX2; RUNX2; RUNX2; RUNX2; RUNX2; RUNX2; RUNX3; RUNX3; RUNX3; RUNX3; RUNX3; RUNX3; RUNX3; RUNX3; RUNX3; RUNX3 (directAnnotation). CBFB; RUNX1; RUNX1; RUNX1; RUNX1; RUNX2; RUNX2; RUNX2; RUNX2; RUNX3; RUNX3; RUNX3 (inferredBy_Orthology). |
CCL4L2 | homer__GGAAATTCCC_NFkB-p65-Rel | RELA (inferredBy_Orthology). |
CCL4L2 | tfdimers__MD00007 | E2F1; IRF8 (directAnnotation). |
CCL4L2 | transfac_pro__M06375 | ZNF629 (inferredBy_Orthology). |
CCL4L2 | transfac_pro__M06807 | SALL2 (inferredBy_Orthology). |
CCL4L2 | metacluster_172.27 | DMRTC2 (directAnnotation). |
CCL4L2 | transfac_pro__M06353 | ZNF782 (directAnnotation). |
CCL4L2 | transfac_pro__M06742 | ZNF304 (directAnnotation). |
CCL4L2 | taipale_tf_pairs__GCM1_ELK1_RKRNRGGCGGAARCGGAAGNN_CAP_repr | ELK1; GCM1 (directAnnotation). |
CCL4L2 | kznf__CTCF_Transfac.7_Transfac | CTCF (directAnnotation). |
CCL4L2 | transfac_pro__M05791 | ZNF517 (directAnnotation). |
CCL4L2 | transfac_pro__M05683 | ZNF280A (directAnnotation). |
CCL4L2 | transfac_pro__M06115 | ZNF28 (directAnnotation). |
1 | "Sun X, Zhang Y, Li H, Zhou Y, Shi S, Chen Z, He X, Zhang H, Li F, Yin J, Mou M, Wang Y, Qiu Y, Zhu F. DRESIS: the first comprehensive landscape of drug resistance information. Nucleic Acids Res. 2023 Jan 6;51(D1):D1263-D1275. doi: 10.1093/nar/gkac812. PMID: 36243960; PMCID: PMC9825618." |
2 | "Wishart DS, Feunang YD, Guo AC, Lo EJ, Marcu A, Grant JR, Sajed T, Johnson D, Li C, Sayeeda Z, Assempour N, Iynkkaran I, Liu Y, Maciejewski A, Gale N, Wilson A, Chin L, Cummings R, Le D, Pon A, Knox C, Wilson M. DrugBank 5.0: a major update to the DrugBank database for 2018. Nucleic Acids Res. 2018 Jan 4;46(D1):D1074-D1082. doi: 10.1093/nar/gkx1037. PMID: 29126136; PMCID: PMC5753335." |