Dataset | Source | Tissue | Cancer type level1 | Cancer type level2 | Drug type | Regimen | Timepoint | Cell type | avg_log2FC | p_val_adj |
GSE138267 | CDX | Tumor tissue | Lung cancer | Small cell lung cancer (SCLC) | Chemotherapy | NA | NA | Malignant cells | 0.403839 | 0.00e+00 |
GSE153697 | patients | Bone marrow aspirate | Acute lymphoblastic leukemia | Relapsed B-cell acute lymphoblastic leukemia (B-ALL) | Immunotherapy | anti-CD19 CAR-T | NA | Malignant cells | 0.254709 | 1.20e-10 |
GSE169246_PacAteTissue | patients | Tumor tissue | Breast cancer | Advanced triple-negative breast cancer (TNBC) | Immunotherapy | atezolizumab + paclitaxel | pre | Plasma cells | 0.275619 | 3.03e-18 |
GSE161801_PI | patients | Bone marrow aspirate | Multiple myeloma | Refractory multiple myeloma (MM) | Targeted therapy | carfilzomib + dexamethasone | post | Malignant cells | 0.458514 | 4.89e-13 |
GSE139386 | H3122 cell line | Cell line | Lung cancer | EML4-ALK fusion-positive non-small cell lung cancer (NSCLC) | Targeted therapy | ceritinib | NA | Malignant cells | 0.817002 | 0.00e+00 |
GSE161195 | patients | Bone marrow aspirate | Multiple myeloma | Refractory multiple myeloma (MM) | Targeted therapy | DARA-KRD (daratumumab + carfilzomib + lenalidomide + dexamethasone) | pre | Malignant cells | -0.288657 | 0.00e+00 |
GSE168668 | LNCaP cell line | Cell line | Prostate cancer | Prostate cancer | Targeted therapy | enzalutamide | NA | Malignant cells | 0.258148 | 0.00e+00 |
GSE149214 | PC9 cell line | Cell line | Lung cancer | EGFR-mutated non-small cell lung cancer (NSCLC) | Targeted therapy | erlotinib | NA | Malignant cells | 0.259217 | 2.92e-16 |
GSE131984_JQ1 | SUM159 cell line | Cell line | Breast cancer | Triple-negative breast cancer (TNBC) | Targeted therapy | JQ1 | NA | Malignant cells | 0.318694 | 3.61e-21 |
GSE131984_JQ1Pal | SUM159 cell line | Cell line | Breast cancer | Triple-negative breast cancer (TNBC) | Targeted therapy | JQ1 + palbociclib | NA | Malignant cells | 0.640739 | 0.00e+00 |
GSE131984_Pal | SUM159 cell line | Cell line | Breast cancer | Triple-negative breast cancer (TNBC) | Targeted therapy | palbociclib | NA | Malignant cells | 0.252978 | 8.37e-07 |
GSE108397 | 451Lu cell line | Cell line | Melanoma | Melanoma | Targeted therapy | PLX-4720 | NA | Malignant cells | -0.617786 | 0.00e+00 |
Gene symbol | motif | TF_highConf |
HDLBP | metacluster_7.13 | ZFX (directAnnotation). |
HDLBP | cisbp__M01863 | ZNF711 (inferredBy_Orthology). |
HDLBP | metacluster_151.2 | ZNF23 (directAnnotation). |
HDLBP | metacluster_170.2 | KLF1; KLF10; KLF10; KLF11; KLF11; KLF11; KLF12; KLF12; KLF14; KLF15; KLF17; KLF2; KLF5; KLF7; KLF7; KLF8; MAZ; MAZ; PATZ1; SP1; SP1; SP1; SP2; SP2; SP2; SP2; SP2; SP2; SP2; SP2; SP4; SP4; SP5; SP6; SP7; SP8; SP9; ZNF281 (directAnnotation). E2F1; E2F4; KLF10; KLF13; KLF14; KLF17; KLF2; KLF7; SP1; SP1; SP3; SP4; SP5; SP6; SP7 (inferredBy_Orthology). |
HDLBP | transfac_pro__M05479 | ZNF580 (directAnnotation). |
HDLBP | metacluster_155.23 | BCL11B; ZNF711; ZNF711 (directAnnotation). ZFY (inferredBy_Orthology). |
HDLBP | kznf__ZNF783_Imbeault2017_OM_MEME | ZNF783 (directAnnotation). |
HDLBP | metacluster_144.3 | ZNF704; ZNF704 (directAnnotation). |
HDLBP | transfac_pro__M06071 | ZNF814 (directAnnotation). |
HDLBP | transfac_pro__M05628 | ZNF735 (directAnnotation). |
HDLBP | homer__TWVGGTCCGC_HINFP | HINFP (directAnnotation). |
HDLBP | taipale_tf_pairs__GCM1_SPDEF_RTRSKGGCGGANNNNNNATCCNNN_CAP_repr | GCM1; SPDEF (directAnnotation). |
HDLBP | jaspar__MA0079.5 | SP1 (directAnnotation). |
HDLBP | taipale_tf_pairs__GCM1_SPDEF_RTGNKGGCGGAWG_CAP_repr | GCM1; SPDEF (directAnnotation). |
HDLBP | transfac_pro__M01219 | SP1 (directAnnotation). SP3 (inferredBy_Orthology). |
HDLBP | transfac_pro__M07397 | ZNF148 (directAnnotation). |
HDLBP | metacluster_131.7 | EGR1; EGR1; EGR1; EGR1; EGR1; EGR1; EGR1; EGR1; EGR1; EGR1; EGR1; EGR1; EGR1; EGR1; EGR1; EGR1; EGR1; EGR2; EGR2; EGR2; EGR2; EGR2; EGR2; EGR3; EGR3; EGR3; EGR3; EGR3; EGR3; EGR4; EGR4; WT1 (directAnnotation). EGR1; EGR1; EGR1; EGR1; EGR1; EGR2; EGR2; EGR2; EGR2; EGR2; EGR3; EGR3; WT1; ZBTB43; ZBTB43; ZBTB43; ZBTB43; ZBTB5; ZBTB5; ZBTB5; ZBTB5; ZBTB7A; ZBTB7A; ZBTB7A; ZBTB7A; ZNF367; ZNF367; ZNF367; ZNF367; ZNF740; ZNF740; ZNF740; ZNF740 (inferredBy_Orthology). |
HDLBP | metacluster_131.4 | EGR2; EGR2; ZFHX2; ZNF141 (directAnnotation). |
HDLBP | taipale_cyt_meth__ZNF281_NCCCCTCCCCCN_eDBD_meth | ZNF281 (directAnnotation). |
HDLBP | metacluster_15.2 | E2F1; E2F1; E2F1; E2F1; E2F1; E2F3; E2F4; E2F4; E2F4; E2F6; E2F6; E2F6; E2F6; E2F6; E2F6; E2F6; E2F7; TFDP1; TFDP2; ZNF566; ZNF566; ZNF574 (directAnnotation). E2F3; E2F3; E2F4 (inferredBy_Orthology). |
HDLBP | metacluster_3.11 | SP1; SP1; SP2; SP3; SP3; SP4 (directAnnotation). |
HDLBP | homer__GGGGGGGG_Maz | MAZ (directAnnotation). |
HDLBP | transfac_pro__M01175 | ZBTB7B (directAnnotation). |
HDLBP | taipale_cyt_meth__ZNF460_NRMCGCCCCCCGN_eDBD_meth | ZNF460 (directAnnotation). |
HDLBP | tfdimers__MD00151 | CHURC1 (directAnnotation). |
HDLBP | metacluster_3.7 | SP1; SP1; SP1; SP1; SP1; SP1; SP1; SP1; SP2; SP2; SP2; SP2; SP3; SP3; SP3; SP4; SP4; SP4; SP4; SP4; SP4; SP5 (directAnnotation). |
HDLBP | metacluster_15.1 | E2F4; E2F4; E2F4; E2F4; E2F7; ZFP69B (directAnnotation). E2F4 (inferredBy_Orthology). |
HDLBP | transfac_pro__M01303 | SP1 (directAnnotation). |
HDLBP | metacluster_141.5 | NR3C1; THAP1; YY1; YY1; YY1; YY1; YY1; YY1; YY1; YY1; YY1; YY1; YY1; YY1; YY2; YY2; ZNF597 (directAnnotation). YY1; YY1; YY1; YY2; ZFP42 (inferredBy_Orthology). |
HDLBP | swissregulon__hs__CHD1 | CHD1 (directAnnotation). |
HDLBP | transfac_pro__M02090 | E2F4 (directAnnotation). |
HDLBP | transfac_pro__M01714 | KLF15 (directAnnotation). |
HDLBP | metacluster_15.3 | E2F1; E2F6; E2F8; E2F8; TFDP1 (directAnnotation). E2F3 (inferredBy_Orthology). |
HDLBP | transfac_pro__M02089 | E2F3 (directAnnotation). |
HDLBP | metacluster_3.14 | WT1; WT1 (directAnnotation). |
HDLBP | metacluster_3.4 | SP1; SP2; SP2; SP3 (directAnnotation). |
HDLBP | hocomoco__TYY2_HUMAN.H11MO.0.D | YY2 (directAnnotation). |
HDLBP | hocomoco__EGR4_HUMAN.H11MO.0.D | EGR4 (directAnnotation). |
HDLBP | metacluster_3.5 | KLF14; KLF15; KLF15; KLF16 (directAnnotation). |
HDLBP | cisbp__M07938 | E2F1 (directAnnotation). |
HDLBP | homer__GGCGGGAARN_E2F6 | E2F6 (directAnnotation). |
HDLBP | transfac_pro__M07436 | WT1 (directAnnotation). |
HDLBP | transfac_pro__M02281 | SP1 (directAnnotation). |
HDLBP | taipale_tf_pairs__GCM1_ELF1_GTGCGGGCGGAAGTN_CAP_repr | ELF1; GCM1 (directAnnotation). |
HDLBP | kznf__ZNF730_Imbeault2017_RP_RCADE | ZNF730 (directAnnotation). |
HDLBP | transfac_pro__M02898 | SMAD3 (directAnnotation). |
HDLBP | transfac_public__M00491 | PATZ1 (directAnnotation). |
HDLBP | transfac_pro__M07461 | KLF1; KLF10; KLF11; KLF12; KLF13; KLF15; KLF16; KLF17; KLF2; KLF3; KLF4; KLF5; KLF6; KLF7; KLF8; KLF9 (directAnnotation). |
HDLBP | transfac_pro__M06035 | ZNF749 (directAnnotation). |
HDLBP | kznf__ZNF282_Imbeault2017_OM_RCADE | ZNF282 (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." |