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 | post | B cells | 0.370358 | 0.00e+00 |
GSE169246_PacBlood | patients | Peripheral blood mononuclear cells | Breast cancer | Advanced triple-negative breast cancer (TNBC) | Chemotherapy | paclitaxel | pre | CD8+ T cells | 0.298361 | 2.52e-41 |
GSE153697 | patients | Bone marrow aspirate | Acute lymphoblastic leukemia | Relapsed B-cell acute lymphoblastic leukemia (B-ALL) | Immunotherapy | anti-CD19 CAR-T | NA | Malignant cells | -0.333064 | 2.26e-06 |
GSE169246_PacAteBlood | patients | Peripheral blood mononuclear cells | Breast cancer | Advanced triple-negative breast cancer (TNBC) | Immunotherapy | atezolizumab + paclitaxel | pre | cDCs | 0.305072 | 9.87e-06 |
PMID34715028 | patients | Tumor tissue | Kidney cancer | Clear cell renal cell carcinoma (ccRCC) | Immunotherapy | nivolumab | post | CD8+ T cells | 0.3671 | 0.00e+00 |
GSE212217 | patients | Peripheral blood mononuclear cells | Endometrial cancer | Epigenetic MMRd endometrial carcinoma | Immunotherapy | pembrolizumab | post | Plasma cells | -0.361926 | 2.07e-02 |
GSE164237 | patients | Peripheral blood mononuclear cells | Melanoma | Advanced stages of melanoma | Immunotherapy | pembrolizumab | pre | CD8+ T cells | -0.251197 | 2.80e-44 |
GSE197268_Tisa-cel | patients | Peripheral blood mononuclear cells | Acute lymphoblastic leukemia | Large B-cell acute lymphoblastic leukemia (B-ALL) | Immunotherapy | tisa-cel (CAR-T) | pre | CD8+ T cells | 0.280685 | 0.00e+00 |
GSE189460 | patients | Bone marrow aspirate | Multiple myeloma | Multiple myeloma (MM) | Targeted therapy | bortezomib + melphalan + prednisolone | pre | Malignant cells | 0.27507 | 0.00e+00 |
GSE189460 | patients | Bone marrow aspirate | Multiple myeloma | Multiple myeloma (MM) | Targeted therapy | bortezomib + melphalan + prednisolone | pre | CD8+ T cells | 0.315997 | 7.30e-40 |
GSE189460 | patients | Bone marrow aspirate | Multiple myeloma | Multiple myeloma (MM) | Targeted therapy | bortezomib + melphalan + prednisolone | pre | Mono/Macro | 0.257989 | 2.35e-31 |
GSE161801_PI | patients | Bone marrow aspirate | Multiple myeloma | Refractory multiple myeloma (MM) | Targeted therapy | carfilzomib + dexamethasone | pre | Malignant cells | 0.350025 | 2.09e-22 |
GSE199333 | patients | Bone marrow aspirate | Acute myeloid leukemia | Primary FLT3-ITD-mutated acute myeloid leukemia (AML) | Targeted therapy | gilteritinib | post | Malignant cells | 0.326387 | 0.00e+00 |
GSE199333 | patients | Bone marrow aspirate | Acute myeloid leukemia | Primary FLT3-ITD-mutated acute myeloid leukemia (AML) | Targeted therapy | gilteritinib | pre | B cells | -1.32808 | 1.08e-05 |
GSE199333 | patients | Bone marrow aspirate | Acute myeloid leukemia | Primary FLT3-ITD-mutated acute myeloid leukemia (AML) | Targeted therapy | gilteritinib | pre | CD8+ T cells | -0.291168 | 2.50e-02 |
GSE199333 | patients | Bone marrow aspirate | Acute myeloid leukemia | Primary FLT3-ITD-mutated acute myeloid leukemia (AML) | Targeted therapy | gilteritinib | pre | Malignant cells | -0.46707 | 0.00e+00 |
GSE111014 | patients | Peripheral blood mononuclear cells | Chronic lymphocytic leukemia | Chronic lymphocytic leukemia (CLL) | Targeted therapy | ibrutinib | pre | CD4+ T cells | 0.470769 | 2.10e-02 |
Gene symbol | motif | TF_highConf |
PTPN6 | taipale_tf_pairs__TEAD4_DLX3_RCATTCCNNNYMATTA_CAP | DLX3; TEAD4 (directAnnotation). |
PTPN6 | transfac_pro__M05852 | ZNF689 (directAnnotation). |
PTPN6 | taipale_tf_pairs__ETV2_DLX2_RCCGGAANNNNNYAATTA_CAP | DLX2; ETV2 (directAnnotation). |
PTPN6 | metacluster_113.2 | OVOL2; OVOL2 (directAnnotation). OVOL1; OVOL1; OVOL1 (inferredBy_Orthology). |
PTPN6 | transfac_pro__M05709 | ZNF136 (directAnnotation). |
PTPN6 | transfac_pro__M06651 | ZNF670 (directAnnotation). |
PTPN6 | metacluster_31.3 | ZSCAN20; ZSCAN29 (directAnnotation). |
PTPN6 | taipale_tf_pairs__TEAD4_DLX2_NRCATTCNNNNYAATTN_CAP_repr | DLX2; TEAD4 (directAnnotation). |
PTPN6 | transfac_pro__M05827 | ZNF544 (directAnnotation). |
PTPN6 | transfac_pro__M06981 | PRDM12 (directAnnotation). |
PTPN6 | metacluster_71.5 | HIF1A (directAnnotation). |
PTPN6 | transfac_pro__M06568 | ZNF501 (directAnnotation). |
PTPN6 | transfac_pro__M01660 | GABPA (directAnnotation). |
PTPN6 | tfdimers__MD00045 | STAT6; ZNF354C (directAnnotation). |
PTPN6 | jaspar__MA0136.3 | ELF5 (inferredBy_Orthology). |
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." |