Biliary tract cancer
diseaseOn this page
Also known as biliary tree cancercancer of biliary treemalignant biliary tree neoplasmmalignant neoplasm of biliary treemalignant tumor of biliary tract
Summary
Biliary tract cancer (MONDO:0003060) is a cancer with 5 cohort genes (45 GWAS associations across 9 studies; 5 CIViC-evidence somatic drivers) and 294 clinical trials. Molecularly, BRAF V600E confers sensitivity to Dabrafenib + Trametinib in Biliary Tract Cancer (CIViC Level B); 4 further subtype–drug associations are mapped below. Top therapeutic interventions include oxaliplatin, durvalumab, and levoleucovorin.
At a glance
- Classification: Cancer
- Cohort genes: 5
- GWAS associations: 45
- Clinical trials: 294
- Precision-medicine evidence (CIViC): 5 subtype–drug associations
Clinical features
No curated clinical features (Orphanet) for this disease.
Identifiers
Disease identifiers
| Field | Value |
|---|---|
| Canonical name | biliary tract cancer |
| Mondo ID | MONDO:0003060 |
| DOID | DOID:4607 |
| UMLS | C0750952 |
| MedGen | 155474 |
| GARD | 0005924 |
| Anatomy (UBERON) | UBERON:0001173 |
| Is cancer (heuristic) | yes |
Also known as: biliary tree cancer · cancer of biliary tree · malignant biliary tree neoplasm · malignant neoplasm of biliary tree · malignant tumor of biliary tract
Data availability: 45 GWAS associations (9 studies).
Disease family
An umbrella term covering 2 Mondo subtypes.
Classification path: disease › human disease › disease by body system or component › digestive system disorder › digestive system cancer › liver cancer › biliary tract cancer
Related subtypes (4): liver sarcoma, liver lymphoma, calcifying nested epithelial stromal tumor of the liver, carcinoma of liver and intrahepatic biliary tract
Subtypes (2): bile duct cancer, biliary cystadenocarcinoma
Genetics & variants
GWAS landscape
45 GWAS associations across 9 studies. Top hits map to 30 distinct genes (as reported by GWAS).
Top associations by p-value
| rsID | p-value | Gene | Risk allele | Odds ratio |
|---|---|---|---|---|
| rs12682374 | 9e-29 | PCAT1, CASC8, POU5F1B | ? | 0.93 |
| rs1219651 | 1e-25 | FGFR2 | ? | 1.09 |
| rs2981584 | 1e-21 | FGFR2 | ? | 0.94 |
| rs10908278 | 3e-21 | HNF1B | ? | 1.06 |
| rs112149573 | 2e-17 | TOX3 | ? | 1.08 |
| rs78540526 | 1e-15 | LINC01488 - PNCRNA-D | ? | 1.13 |
| rs35409710 | 2e-15 | HLA-DQB1 | ? | 1.09 |
| rs7463708 | 2e-15 | PCAT1, PRNCR1, CASC19 | ? | 1.08 |
| rs11651755 | 1e-14 | HNF1B | ? | 1.06 |
| rs1485995 | 8e-14 | LINC01488 | ? | 0.95 |
| rs9273736 | 2e-13 | HLA-DQB1 | ? | 1.12 |
| rs2976384 | 3e-13 | PSCA, JRK | ? | 1.07 |
| rs2585181 | 3e-12 | PSCA - LY6K | ? | 1.05 |
| rs4007642 | 6e-11 | CDKN2B-AS1 | ? | 0.96 |
| rs10786774 | 1e-10 | STN1 | ? | 0.92 |
| rs2990223 | 1e-10 | GBA1LP, GBA1LP | ? | 1.09 |
| rs4442975 | 2e-10 | TESHL | ? | 0.96 |
| rs4630240 | 2e-10 | RPL23AP61 | ? | 0.96 |
| rs1859963 | 8e-10 | CASC17 | ? | 0.96 |
| rs11813268 | 8e-10 | STN1 - SLK | ? | 1.05 |
| rs10891246 | 2e-09 | POU2AF3, COLCA1 | ? | 0.96 |
| rs1827336845 | 2e-09 | CHCHD4P2 - RPL36P14 | ? | 1.05 |
| rs6913578 | 3e-09 | CCDC170 - ESR1 | ? | 1.04 |
| rs2525548 | 3e-09 | Y_RNA - AZGP1 | ? | 0.96 |
| rs205780 | 3e-09 | LINC-PINT | ? | 1.05 |
| rs2237896 | 5e-09 | KCNQ1 | ? | 1.05 |
| rs778188682 | 7e-09 | C5orf67 - MAP3K1 | ? | 1.07 |
| rs4848599 | 9e-09 | LINC01101 - Y_RNA | ? | 1.05 |
| rs830888 | 1e-08 | PELO-AS1 | ? | 1.07 |
| rs1105291 | 1e-08 | RCCD1 | ? | 0.96 |
Top studies (by case count)
| Study | Lead author | Year | Cases | Controls | Title |
|---|---|---|---|---|---|
| GCST90651054 | Sato G | 2023 | 43,098 | 334,343 | Pan-cancer and cross-population genome-wide association studies dissect shared genetic backgrounds underlying carcinogenesis. |
| GCST90308764 | Sato G | 2023 | 29,753 | 150,462 | Pan-cancer and cross-population genome-wide association studies dissect shared genetic backgrounds underlying carcinogenesis. |
| GCST90651069 | Sato G | 2023 | 29,753 | 150,462 | Pan-cancer and cross-population genome-wide association studies dissect shared genetic backgrounds underlying carcinogenesis. |
| GCST90651040 | Sato G | 2023 | 525 | 334,343 | Pan-cancer and cross-population genome-wide association studies dissect shared genetic backgrounds underlying carcinogenesis. |
| GCST90013694 | Ishigaki K | 2020 | 339 | 195,745 | Large-scale genome-wide association study in a Japanese population identifies novel susceptibility loci across different diseases. |
| GCST90308750 | Sato G | 2023 | 232 | 150,462 | Pan-cancer and cross-population genome-wide association studies dissect shared genetic backgrounds underlying carcinogenesis. |
| GCST90651055 | Sato G | 2023 | 232 | 150,462 | Pan-cancer and cross-population genome-wide association studies dissect shared genetic backgrounds underlying carcinogenesis. |
| GCST90013736 | Ishigaki K | 2020 | 211 | 97,655 | Large-scale genome-wide association study in a Japanese population identifies novel susceptibility loci across different diseases. |
| GCST90013771 | Ishigaki K | 2020 | 128 | 98,090 | Large-scale genome-wide association study in a Japanese population identifies novel susceptibility loci across different diseases. |
Variant details and genetic-evidence tiers
Tier distribution (top 50 variants)
| Tier | Variants |
|---|---|
| Tier 1: coding | 0 |
| Tier 2: splice/UTR | 0 |
| Tier 3: regulatory | 1 |
| Tier 4: intronic/intergenic | 39 |
MAF distribution
| Bucket | Variants |
|---|---|
| common (>=0.05) | 37 |
| low_freq (0.01-0.05) | 0 |
| rare (<0.01) | 0 |
| unknown | 3 |
Functional consequences
| Consequence | Count |
|---|---|
| intron_variant | 28 |
| intergenic_variant | 8 |
| non_coding_transcript_exon_variant | 3 |
| regulatory_region_variant | 1 |
Top variants
| rsID | Chr | Pos | Alleles | MAF | Consequence | Gene | p-value | Tier |
|---|---|---|---|---|---|---|---|---|
| rs12682374 | 8 | 127398703 | C>A,G,T | 0.05 | intron_variant | PCAT1, CASC8, POU5F1B | 9e-29 | Tier 4: intronic/intergenic |
| rs1219651 | 10 | 121584987 | G>A,C,T | 0.05 | intron_variant | FGFR2 | 1e-25 | Tier 4: intronic/intergenic |
| rs2981584 | 10 | 121590702 | A>C,G,T | 0.05 | intron_variant | FGFR2 | 1e-21 | Tier 4: intronic/intergenic |
| rs10908278 | 17 | 37739961 | A>C,G,T | 0.05 | intron_variant | HNF1B | 3e-21 | Tier 4: intronic/intergenic |
| rs112149573 | 16 | 52547333 | G>C,T | 0.05 | intron_variant | TOX3 | 2e-17 | Tier 4: intronic/intergenic |
| rs78540526 | 11 | 69516650 | C>T | 0.05 | regulatory_region_variant | LINC01488 - PNCRNA-D | 1e-15 | Tier 3: regulatory |
| rs35409710 | 6 | 32661126 | G>A | 0.05 | intron_variant | HLA-DQB1 | 2e-15 | Tier 4: intronic/intergenic |
| rs7463708 | 8 | 127091810 | G>A,C,T | 0.05 | non_coding_transcript_exon_variant | PCAT1, PRNCR1, CASC19 | 2e-15 | Tier 4: intronic/intergenic |
| rs11651755 | 17 | 37739849 | T>C | 0.05 | intron_variant | HNF1B | 1e-14 | Tier 4: intronic/intergenic |
| rs1485995 | 11 | 69492939 | G>A,C | 0.05 | non_coding_transcript_exon_variant | LINC01488 | 8e-14 | Tier 4: intronic/intergenic |
| rs9273736 | 6 | 32661595 | G>A,C | 0.05 | intron_variant | HLA-DQB1 | 2e-13 | Tier 4: intronic/intergenic |
| rs2976384 | 8 | 142671576 | T>A,C | 0.05 | intergenic_variant | PSCA, JRK | 3e-13 | Tier 4: intronic/intergenic |
| rs2585181 | 8 | 142690296 | C>A | 0.05 | intergenic_variant | PSCA - LY6K | 3e-12 | Tier 4: intronic/intergenic |
| rs4007642 | 9 | 22093300 | A>C,T | 0.05 | intron_variant | CDKN2B-AS1 | 6e-11 | Tier 4: intronic/intergenic |
| rs10786774 | 10 | 103884565 | G>A,C,T | 0.05 | intron_variant | STN1 | 1e-10 | Tier 4: intronic/intergenic |
| rs2990223 | 1 | 155215184 | G>A,T | 0.05 | intron_variant | GBA1LP, GBA1LP | 1e-10 | Tier 4: intronic/intergenic |
| rs4442975 | 2 | 217056046 | G>A,C,T | 0.05 | intron_variant | TESHL | 2e-10 | Tier 4: intronic/intergenic |
| rs4630240 | 10 | 46063294 | C>A,T | 0.05 | non_coding_transcript_exon_variant | RPL23AP61 | 2e-10 | Tier 4: intronic/intergenic |
| rs1859963 | 17 | 71116966 | T>A,C | 0.05 | intron_variant | CASC17 | 8e-10 | Tier 4: intronic/intergenic |
| rs11813268 | 10 | 103922538 | C>T | 0.05 | intron_variant | STN1 - SLK | 8e-10 | Tier 4: intronic/intergenic |
| rs10891246 | 11 | 111299815 | A>G,T | 0.05 | intron_variant | POU2AF3, COLCA1 | 2e-09 | Tier 4: intronic/intergenic |
| rs1827336845 | 9 | 108131440 | GGTATT>G | intergenic_variant | CHCHD4P2 - RPL36P14 | 2e-09 | Tier 4: intronic/intergenic | |
| rs6913578 | 6 | 151628671 | A>C,T | 0.05 | intergenic_variant | CCDC170 - ESR1 | 3e-09 | Tier 4: intronic/intergenic |
| rs2525548 | 7 | 99955544 | C>A,G,T | 0.05 | intergenic_variant | Y_RNA - AZGP1 | 3e-09 | Tier 4: intronic/intergenic |
| rs205780 | 7 | 130966100 | G>A | 0.05 | intron_variant | LINC-PINT | 3e-09 | Tier 4: intronic/intergenic |
| rs2237896 | 11 | 2837210 | G>A,T | 0.05 | intron_variant | KCNQ1 | 5e-09 | Tier 4: intronic/intergenic |
| rs778188682 | 5 | 56757919 | intergenic_variant | C5orf67 - MAP3K1 | 7e-09 | Tier 4: intronic/intergenic | ||
| rs4848599 | 2 | 120481784 | T>A,C,G | 0.05 | intergenic_variant | LINC01101 - Y_RNA | 9e-09 | Tier 4: intronic/intergenic |
| rs830888 | 5 | 52727882 | T>A,C | 0.05 | intron_variant | PELO-AS1 | 1e-08 | Tier 4: intronic/intergenic |
| rs1105291 | 15 | 90959153 | C>A,G,T | 0.05 | intron_variant | RCCD1 | 1e-08 | Tier 4: intronic/intergenic |
Genes & proteins
Mendelian disease overlap and somatic drivers
GenCC: 0 · Orphanet: 44 · OMIM-shared: 0 · Dual-evidence (GWAS+Mendelian): 0
Somatic driver evidence (intOGen + CIViC, cohort fanout)
| Gene | intOGen role | Cancer types | CIViC |
|---|---|---|---|
| BRAF | Act | BLCA,BRCA,CHOL,CLLSLL,COAD,COADREAD,CSCC,DLBCLNOS,GBM,GIST,HGGNOS,LGGNOS,LUAD,MEL,MLYM,NSCLC,OVT,PAST,PCM,PRAD,PRCC,PROSTATE,READ,SACA,SKCM,STAD,UCEC,WDTC | CIViC #5 |
| BRCA1 | LoF | BLCA,BRCA,MEL,OVT | CIViC #6 |
| BRCA2 | LoF | BLCA,BRCA,CESC,CHOL,HCC,HNSC,LUSC,MBL,OVT,PAAD,PRAD,PROSTATE,RCC,VULVA | CIViC #7 |
| CDKN2A | LoF | ACYC,BLCA,BRCA,CHOL,COAD,COADREAD,CSCC,EGC,ESCA,ESCC,GBM,HCC,HNSC,LGGNOS,LUAD,LUSC,MEL,MLYM,NPC,NSCLC,OS,PAAD,PANCREAS,RCC,SKCM,SKIN,STAD,STOMACH,WDTC | CIViC #14 |
| ERBB2 | Act | BLCA,BRCA,CESC,CHOL,COADREAD,EGC,ESCA,ESCC,LMS,LUAD,NSCLC,OVT,PRCC,READ,STAD,UCEC | CIViC #20 |
Orphanet rare-disease linkage (cohort genes)
| Gene | Orphanet ID | Rare disease |
|---|---|---|
| BRAF | Orphanet:1340 | Cardiofaciocutaneous syndrome |
| BRAF | Orphanet:146 | Differentiated thyroid carcinoma |
| BRAF | Orphanet:251615 | Pilomyxoid astrocytoma |
| BRAF | Orphanet:389 | Langerhans cell histiocytosis |
| BRAF | Orphanet:500 | Noonan syndrome with multiple lentigines |
| BRAF | Orphanet:54595 | Craniopharyngioma |
| BRAF | Orphanet:58017 | Classic hairy cell leukemia |
| BRAF | Orphanet:626 | Large/giant congenital melanocytic nevus |
| BRAF | Orphanet:648 | Noonan syndrome |
| BRAF | Orphanet:840 | Syringocystadenoma papilliferum |
| BRAF | Orphanet:96253 | Cushing disease |
| BRCA1 | Orphanet:1331 | Familial prostate cancer |
| BRCA1 | Orphanet:1333 | Familial pancreatic carcinoma |
| BRCA1 | Orphanet:145 | Hereditary breast and/or ovarian cancer syndrome |
| BRCA1 | Orphanet:168829 | Primary peritoneal carcinoma |
| BRCA1 | Orphanet:227535 | Hereditary breast cancer |
| BRCA1 | Orphanet:667662 | Breast implant-associated anaplastic large cell lymphoma |
| BRCA1 | Orphanet:694963 | Inflammatory breast cancer |
| BRCA1 | Orphanet:70567 | Cholangiocarcinoma |
| BRCA1 | Orphanet:84 | Fanconi anemia |
| BRCA2 | Orphanet:1331 | Familial prostate cancer |
| BRCA2 | Orphanet:1333 | Familial pancreatic carcinoma |
| BRCA2 | Orphanet:145 | Hereditary breast and/or ovarian cancer syndrome |
| BRCA2 | Orphanet:178 | Chordoma |
| BRCA2 | Orphanet:227535 | Hereditary breast cancer |
| BRCA2 | Orphanet:319462 | Inherited cancer-predisposing syndrome due to biallelic BRCA2 mutations |
| BRCA2 | Orphanet:440437 | Familial colorectal cancer Type X |
| BRCA2 | Orphanet:654 | Nephroblastoma |
| BRCA2 | Orphanet:667662 | Breast implant-associated anaplastic large cell lymphoma |
| BRCA2 | Orphanet:694963 | Inflammatory breast cancer |
| BRCA2 | Orphanet:70567 | Cholangiocarcinoma |
| BRCA2 | Orphanet:84 | Fanconi anemia |
| CDKN2A | Orphanet:1333 | Familial pancreatic carcinoma |
| CDKN2A | Orphanet:1501 | Adrenocortical carcinoma |
| CDKN2A | Orphanet:252206 | Melanoma and neural system tumor syndrome |
| CDKN2A | Orphanet:404560 | Familial atypical multiple mole melanoma syndrome |
| CDKN2A | Orphanet:524 | Li-Fraumeni syndrome |
| CDKN2A | Orphanet:585909 | B-lymphoblastic leukemia/lymphoma with t(9;22)(q34.1;q11.2) |
| CDKN2A | Orphanet:618 | Familial melanoma |
| CDKN2A | Orphanet:99861 | Precursor T-cell acute lymphoblastic leukemia |
| ERBB2 | Orphanet:213726 | Serous carcinoma of the corpus uteri |
| ERBB2 | Orphanet:2800 | Extramammary Paget disease |
| ERBB2 | Orphanet:388 | Hirschsprung disease |
| ERBB2 | Orphanet:99976 | Adenocarcinoma of the oesophagus and oesophagogastric junction |
Cohort genes → proteins
5 cohort genes, 5 distinct canonical proteins.
Evidence partition
| Subset | Genes |
|---|---|
| civic_only | 5 |
Cohort genes (full)
| Symbol | HGNC | Ensembl | UniProt | Name | Evidence |
|---|---|---|---|---|---|
| BRAF | HGNC:1097 | ENSG00000157764 | P15056 | Serine/threonine-protein kinase B-raf | civic_evidence |
| BRCA1 | HGNC:1100 | ENSG00000012048 | P38398 | Breast cancer type 1 susceptibility protein | civic_evidence |
| BRCA2 | HGNC:1101 | ENSG00000139618 | P51587 | Breast cancer type 2 susceptibility protein | civic_evidence |
| CDKN2A | HGNC:1787 | ENSG00000147889 | P42771 | Cyclin-dependent kinase inhibitor 2A | civic_evidence |
| ERBB2 | HGNC:3430 | ENSG00000141736 | P04626 | Receptor tyrosine-protein kinase erbB-2 | civic_evidence |
Cohort function summary
Lead sentence per gene, UniProt-curated.
| Symbol | Protein name | Function (lead sentence) |
|---|---|---|
| BRAF | Serine/threonine-protein kinase B-raf | Protein kinase involved in the transduction of mitogenic signals from the cell membrane to the nucleus. |
| BRCA1 | Breast cancer type 1 susceptibility protein | E3 ubiquitin-protein ligase that specifically mediates the formation of ‘Lys-6’-linked polyubiquitin chains and plays a central role in DNA repair by facilitating cellular responses to DNA damage. |
| BRCA2 | Breast cancer type 2 susceptibility protein | Involved in double-strand break repair and/or homologous recombination. |
| CDKN2A | Cyclin-dependent kinase inhibitor 2A | Acts as a negative regulator of the proliferation of normal cells by interacting strongly with CDK4 and CDK6. |
| ERBB2 | Receptor tyrosine-protein kinase erbB-2 | Protein tyrosine kinase that is part of several cell surface receptor complexes, but that apparently needs a coreceptor for ligand binding. |
Protein-family classification
Druggable: 2 · Difficult: 2 · Unknown: 1 · Druggable fraction: 0.4
Family distribution
Cohort families vs a genome-wide background (hypergeometric, BH-FDR; fold = observed/expected). Counts kept; sorted by enrichment, so the catch-all Other/Unknown bucket no longer leads.
| Family | Genes | Fold | FDR |
|---|---|---|---|
| Kinase | 2 | 11.1× | 0.048 |
| Scaffold/PPI | 1 | 3.5× | 0.515 |
| Transcription factor | 1 | 1.6× | 0.634 |
| Other/Unknown | 1 | 0.4× | 0.983 |
Per-gene assignment
| Symbol | Family | Druggable? | EC | InterPro (top 3) |
|---|---|---|---|---|
| BRAF | Kinase | yes | 2.7.10.2 | Prot_kinase_dom, Ser-Thr/Tyr_kinase_cat_dom, PKC_DAG/PE |
| BRCA1 | Transcription factor | no | 2.3.2.27 | BRCT_dom, Znf_RING, BRCA1 |
| BRCA2 | Other/Unknown | no | BRCA2_repeat, NA-bd_OB-fold, BRCA2_OB_1 | |
| CDKN2A | Scaffold/PPI | no | Ankyrin_rpt-contain_sf, Ank_Repeat/CDKN_Inhibitor, Tumor_suppres_ARF | |
| ERBB2 | Kinase | yes | 2.7.10.1 | Rcpt_L-dom, Prot_kinase_dom, Ser-Thr/Tyr_kinase_cat_dom |
Expression context
Cohort genes with no expression data: 0.
5 cohort genes are a single-cell marker in ≥1 SCXA experiment.
Breadth distribution (Bgee present_calls)
| Bucket | Genes |
|---|---|
| narrow (1-5 tissues) | 0 |
| moderate (6-20) | 0 |
| broad (>20) | 5 |
| unknown | 0 |
Top tissues across cohort
| Tissue | Cohort genes |
|---|---|
| male germ line stem cell (sensu Vertebrata) in testis | 2 |
| ventricular zone | 2 |
| buccal mucosa cell | 1 |
| calcaneal tendon | 1 |
| colonic epithelium | 1 |
| primordial germ cell in gonad | 1 |
| secondary oocyte | 1 |
| cervix squamous epithelium | 1 |
| parotid gland | 1 |
| pituitary gland | 1 |
| lower esophagus mucosa | 1 |
| right uterine tube | 1 |
| sural nerve | 1 |
Per-gene tissue summary (top 30)
| Symbol | Bgee breadth | FANTOM5 breadth | SCXA | Top tissues |
|---|---|---|---|---|
| BRAF | 265 | ubiquitous | marker | buccal mucosa cell, colonic epithelium, calcaneal tendon |
| BRCA1 | 208 | ubiquitous | marker | ventricular zone, male germ line stem cell (sensu Vertebrata) in testis, primordial germ cell in gonad |
| BRCA2 | 184 | ubiquitous | marker | male germ line stem cell (sensu Vertebrata) in testis, secondary oocyte, ventricular zone |
| CDKN2A | 220 | ubiquitous | marker | parotid gland, cervix squamous epithelium, pituitary gland |
| ERBB2 | 276 | ubiquitous | marker | lower esophagus mucosa, right uterine tube, sural nerve |
Protein interactions among cohort
Intra-cohort edges: 3.
Hub genes (top 10 by interactor count)
| Symbol | Interactor count |
|---|---|
| ERBB2 | 9,659 |
| CDKN2A | 9,311 |
| BRCA1 | 9,064 |
| BRAF | 7,394 |
| BRCA2 | 4,839 |
Intra-cohort edges
| A | B | Sources |
|---|---|---|
| BRAF | BRCA2 | biogrid_interaction |
| BRAF | CDKN2A | string_interaction |
| BRCA1 | BRCA2 | string_interaction |
Structural data
PDB: 5 · AlphaFold-only: 0 · No structure: 0
Cohort genes with PDB structures (top 30)
| Symbol | UniProt | PDB entries |
|---|---|---|
| BRAF | P15056 | 131 |
| ERBB2 | P04626 | 63 |
| BRCA1 | P38398 | 33 |
| BRCA2 | P51587 | 14 |
| CDKN2A | P42771 | 5 |
Function
Pathway analysis
Distinct Reactome pathways touched by cohort: 170. Enrichment computed across 5 evidence-associated genes (5 with Reactome annotation).
Pathways by enrichment
Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 5 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| Pathway | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| Defective homologous recombination repair (HRR) due to PALB2 loss of function | 2 | 380.7× | 8e-04 | BRCA1, BRCA2 |
| Diseases of DNA Double-Strand Break Repair | 2 | 326.3× | 8e-04 | BRCA1, BRCA2 |
| Defective homologous recombination repair (HRR) due to BRCA2 loss of function | 2 | 326.3× | 8e-04 | BRCA1, BRCA2 |
| Resolution of D-Loop Structures | 2 | 253.8× | 1e-03 | BRCA1, BRCA2 |
| Diseases of DNA repair | 2 | 228.4× | 1e-03 | BRCA1, BRCA2 |
| Impaired BRCA2 binding to PALB2 | 2 | 182.7× | 0.001 | BRCA1, BRCA2 |
| Defective homologous recombination repair (HRR) due to BRCA1 loss of function | 2 | 169.2× | 0.001 | BRCA1, BRCA2 |
| Defective HDR through Homologous Recombination Repair (HRR) due to PALB2 loss of BRCA1 binding function | 2 | 169.2× | 0.001 | BRCA1, BRCA2 |
| Defective HDR through Homologous Recombination Repair (HRR) due to PALB2 loss of BRCA2/RAD51/RAD51C binding function | 2 | 169.2× | 0.001 | BRCA1, BRCA2 |
| Resolution of D-loop Structures through Synthesis-Dependent Strand Annealing (SDSA) | 2 | 157.5× | 0.001 | BRCA1, BRCA2 |
| Homologous DNA Pairing and Strand Exchange | 2 | 152.3× | 0.001 | BRCA1, BRCA2 |
| Homology Directed Repair | 2 | 123.5× | 0.001 | BRCA1, BRCA2 |
| HDR through Homologous Recombination (HRR) or Single Strand Annealing (SSA) | 2 | 123.5× | 0.001 | BRCA1, BRCA2 |
| Impaired BRCA2 binding to RAD51 | 2 | 123.5× | 0.001 | BRCA1, BRCA2 |
| Resolution of D-loop Structures through Holliday Junction Intermediates | 2 | 120.2× | 0.001 | BRCA1, BRCA2 |
| Meiosis | 2 | 114.2× | 0.001 | BRCA1, BRCA2 |
| Presynaptic phase of homologous DNA pairing and strand exchange | 2 | 108.8× | 0.001 | BRCA1, BRCA2 |
| DNA Double-Strand Break Repair | 2 | 99.3× | 0.001 | BRCA1, BRCA2 |
| Disease | 4 | 10.5× | 0.001 | BRAF, BRCA1, BRCA2, CDKN2A |
| Cell Cycle | 3 | 21.6× | 0.002 | BRCA1, BRCA2, CDKN2A |
| Reproduction | 2 | 76.1× | 0.002 | BRCA1, BRCA2 |
| HDR through Homologous Recombination (HRR) | 2 | 76.1× | 0.002 | BRCA1, BRCA2 |
| MITF-M-dependent gene expression | 2 | 72.5× | 0.002 | BRCA1, CDKN2A |
| SUMO E3 ligases SUMOylate target proteins | 2 | 71.4× | 0.002 | BRCA1, CDKN2A |
| SUMOylation | 2 | 65.3× | 0.002 | BRCA1, CDKN2A |
| Evasion of Oncogene Induced Senescence Due to p14ARF Defects | 1 | 2284.0× | 0.003 | CDKN2A |
| Evasion of Oxidative Stress Induced Senescence Due to p14ARF Defects | 1 | 2284.0× | 0.003 | CDKN2A |
| SUMOylation of DNA damage response and repair proteins | 2 | 58.6× | 0.003 | BRCA1, CDKN2A |
| Cellular response to chemical stress | 2 | 57.1× | 0.003 | BRCA1, CDKN2A |
| Regulation of TP53 Activity | 2 | 53.1× | 0.003 | BRCA1, CDKN2A |
GO biological processes by enrichment
Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 5 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| GO term | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| negative regulation of mammary gland epithelial cell proliferation | 2 | 1348.2× | 1e-04 | BRCA2, CDKN2A |
| negative regulation of immature T cell proliferation in thymus | 2 | 1123.5× | 1e-04 | CDKN2A, ERBB2 |
| regulation of DNA damage checkpoint | 2 | 449.4× | 5e-04 | BRCA1, BRCA2 |
| cellular response to ionizing radiation | 2 | 164.4× | 0.003 | BRCA1, BRCA2 |
| cellular senescence | 2 | 118.3× | 0.004 | BRCA2, CDKN2A |
| epidermal growth factor receptor signaling pathway | 2 | 99.1× | 0.004 | BRAF, ERBB2 |
| somatic stem cell population maintenance | 2 | 99.1× | 0.004 | BRAF, CDKN2A |
| double-strand break repair | 2 | 81.2× | 0.005 | BRCA1, BRCA2 |
| double-strand break repair via homologous recombination | 2 | 62.4× | 0.008 | BRCA1, BRCA2 |
| negative regulation of cell growth | 2 | 57.6× | 0.008 | BRCA1, CDKN2A |
| positive regulation of DNA-templated transcription | 3 | 16.8× | 0.008 | BRCA1, BRCA2, CDKN2A |
| nuclear body organization | 1 | 1685.2× | 0.008 | CDKN2A |
| mitotic recombination-dependent replication fork processing | 1 | 1685.2× | 0.008 | BRCA2 |
| CD4-positive or CD8-positive, alpha-beta T cell lineage commitment | 1 | 1123.5× | 0.010 | BRAF |
| apoptotic process involved in mammary gland involution | 1 | 1123.5× | 0.010 | CDKN2A |
| positive regulation of macrophage apoptotic process | 1 | 1123.5× | 0.010 | CDKN2A |
| positive regulation of apoptotic process involved in mammary gland involution | 1 | 842.6× | 0.011 | CDKN2A |
| obsolete negative regulation of proteolysis involved in protein catabolic process | 1 | 842.6× | 0.011 | CDKN2A |
| immature T cell proliferation in thymus | 1 | 674.1× | 0.011 | ERBB2 |
| positive regulation of axon regeneration | 1 | 674.1× | 0.011 | BRAF |
| cellular response to indole-3-methanol | 1 | 674.1× | 0.011 | BRCA1 |
| negative regulation of synaptic vesicle exocytosis | 1 | 674.1× | 0.011 | BRAF |
| ERBB2-ERBB4 signaling pathway | 1 | 561.7× | 0.011 | ERBB2 |
| chordate embryonic development | 1 | 561.7× | 0.011 | BRCA1 |
| CD4-positive, alpha-beta T cell differentiation | 1 | 561.7× | 0.011 | BRAF |
| myeloid progenitor cell differentiation | 1 | 481.5× | 0.011 | BRAF |
| positive regulation of smooth muscle cell apoptotic process | 1 | 481.5× | 0.011 | CDKN2A |
| negative regulation of centriole replication | 1 | 481.5× | 0.011 | BRCA1 |
| mitochondrial depolarization | 1 | 481.5× | 0.011 | CDKN2A |
| oncogene-induced cell senescence | 1 | 481.5× | 0.011 | CDKN2A |
Therapeutics
Drug target analysis
Approved (phase 4): 3 · Phase ≥3: 3 · Phased (≥1): 3 · Undrugged: 2
Druggability breadth: 4 of 5 evidence-associated genes (80%) have a ChEMBL target (buckets above are over the deeply-mined display cohort).
Genes with an approved drug
The molecule shown is one approved compound that hits the gene — not necessarily a drug of choice or one indicated for this disease.
| Symbol | Example approved molecule |
|---|---|
| BRAF | VEMURAFENIB |
| BRCA1 | RIBOFLAVIN |
| ERBB2 | CLOTRIMAZOLE |
Top cohort targets by molecule count
| Symbol | Molecules | Max phase |
|---|---|---|
| ERBB2 | 83 | 4 |
| BRAF | 48 | 4 |
| BRCA1 | 12 | 4 |
| BRCA2 | 0 | 0 |
| CDKN2A | 0 | 0 |
Drugs targeting cohort genes (top 30)
| Molecule | Max phase | Targets in cohort |
|---|---|---|
| VEMURAFENIB | 4 | BRAF |
| PONATINIB | 4 | BRAF, ERBB2 |
| FEDRATINIB | 4 | BRAF |
| SORAFENIB | 4 | BRAF, ERBB2 |
| DASATINIB ANHYDROUS | 4 | BRAF |
| RUXOLITINIB | 4 | BRAF |
| INFIGRATINIB PHOSPHATE | 4 | BRAF |
| INFIGRATINIB | 4 | BRAF |
| REGORAFENIB | 4 | BRAF |
| DABRAFENIB | 4 | BRAF |
| COBIMETINIB | 4 | BRAF |
| NILOTINIB | 4 | BRAF |
| ABEMACICLIB | 4 | BRAF |
| ENCORAFENIB | 4 | BRAF |
| TOVORAFENIB | 4 | BRAF |
| PAZOPANIB | 4 | BRAF |
| DASATINIB | 4 | BRAF, ERBB2 |
| ERLOTINIB | 4 | BRAF, ERBB2 |
| GEFITINIB | 4 | BRAF, ERBB2 |
| IMATINIB | 4 | BRAF, ERBB2 |
| RIBOFLAVIN | 4 | BRCA1 |
| DAUNORUBICIN HYDROCHLORIDE | 4 | BRCA1 |
| TOPOTECAN HYDROCHLORIDE | 4 | BRCA1 |
| DAUNORUBICIN | 4 | BRCA1 |
| DOXORUBICIN HYDROCHLORIDE | 4 | BRCA1 |
| MESALAMINE | 4 | BRCA1 |
| DIPYRIDAMOLE | 4 | BRCA1 |
| CLOTRIMAZOLE | 4 | ERBB2 |
| ERLOTINIB HYDROCHLORIDE | 4 | ERBB2 |
| AFATINIB | 4 | ERBB2 |
Bioactivity and enzyme data
Enzyme cohort genes (≥1 EC): 3.
Cohort genes with ChEMBL bioactivity (full, sorted by assay count)
| Symbol | Assays | Type breakdown |
|---|---|---|
| BRAF | 1,442 | Binding:1400, Functional:37, ADMET:5 |
| ERBB2 | 1,221 | Binding:1136, Functional:79, ADMET:6 |
| BRCA1 | 13 | Binding:9, Functional:4 |
| CDKN2A | 2 | Binding:2 |
Cohort enzymes (BRENDA EC)
| Symbol | EC numbers | Names |
|---|---|---|
| BRAF | 2.7.10.2, 2.7.11.1 | non-specific protein-tyrosine kinase, non-specific serine/threonine protein kinase |
| BRCA1 | 2.3.2.27 | RING-type E3 ubiquitin transferase |
| ERBB2 | 2.7.10.1 | receptor protein-tyrosine kinase |
Cohort genes with high screening signal
≥100 ChEMBL assays — a studied-ness signal; see Therapeutics for approved-drug status.
| Symbol | ChEMBL assays |
|---|---|
| BRAF | 1,442 |
| ERBB2 | 1,221 |
Pharmacogenomics
Cohort genes with a PharmGKB record: 5; with CPIC/DPWG dosing guidelines: 0.
No cohort gene has a CPIC/DPWG genotype-guided dosing guideline (PharmGKB).
Drug repurposing candidates
30 approved/phased drugs hit cohort targets but don’t yet appear in disease-level clinical trials. Target-inhibition rationale is strongest for cancer driver genes; a bioactivity hit is a screening signal, not a treatment claim.
| Compound | Max phase | Cohort target (bioactivity) |
|---|---|---|
| VEMURAFENIB | 4 | BRAF |
| PONATINIB | 4 | BRAF, ERBB2 |
| FEDRATINIB | 4 | BRAF |
| SORAFENIB | 4 | BRAF, ERBB2 |
| DASATINIB ANHYDROUS | 4 | BRAF |
| RUXOLITINIB | 4 | BRAF |
| INFIGRATINIB PHOSPHATE | 4 | BRAF |
| INFIGRATINIB | 4 | BRAF |
| REGORAFENIB | 4 | BRAF |
| DABRAFENIB | 4 | BRAF |
| COBIMETINIB | 4 | BRAF |
| NILOTINIB | 4 | BRAF |
| ABEMACICLIB | 4 | BRAF |
| ENCORAFENIB | 4 | BRAF |
| TOVORAFENIB | 4 | BRAF |
| PAZOPANIB | 4 | BRAF |
| DASATINIB | 4 | BRAF, ERBB2 |
| ERLOTINIB | 4 | BRAF, ERBB2 |
| GEFITINIB | 4 | BRAF, ERBB2 |
| IMATINIB | 4 | BRAF, ERBB2 |
| RIBOFLAVIN | 4 | BRCA1 |
| DAUNORUBICIN HYDROCHLORIDE | 4 | BRCA1 |
| TOPOTECAN HYDROCHLORIDE | 4 | BRCA1 |
| DAUNORUBICIN | 4 | BRCA1 |
| DOXORUBICIN HYDROCHLORIDE | 4 | BRCA1 |
| MESALAMINE | 4 | BRCA1 |
| DIPYRIDAMOLE | 4 | BRCA1 |
| CLOTRIMAZOLE | 4 | ERBB2 |
| ERLOTINIB HYDROCHLORIDE | 4 | ERBB2 |
| AFATINIB | 4 | ERBB2 |
Druggability pyramid
Cohort genes binned by druggability tier (high → low):
| Tier | Definition | Genes | Symbols |
|---|---|---|---|
| A | Approved (phase 4 drug) | 3 | BRAF, BRCA1, ERBB2 |
| B | Phased (≥1) drug, not yet approved | 0 | |
| C | Druggable family + PDB, no drug | 0 | |
| D | Druggable family + AlphaFold only, no drug | 0 | |
| E | Difficult family or no structure, no drug | 2 | BRCA2, CDKN2A |
Undrugged target profiles
2 cohort genes are undrugged. Ranked by ‘starting-point quality’ (assay depth + drugged-partner adjacency).
| Symbol | ChEMBL assays | Drugged partners (top 3) |
|---|---|---|
| BRCA2 | 0 | BRCA1 |
| CDKN2A | 2 | — |
Clinical trials & evidence
Clinical trials
Clinical trials: 294.
Phase distribution (across all retrieved trials)
| Phase | Trials |
|---|---|
| PHASE2 | 131 |
| Not specified | 66 |
| PHASE1/PHASE2 | 37 |
| PHASE1 | 26 |
| PHASE3 | 22 |
| PHASE2/PHASE3 | 10 |
| PHASE4 | 1 |
| EARLY_PHASE1 | 1 |
Top trials by phase / activity
| NCT | Phase | Status | Title |
|---|---|---|---|
| NCT06818773 | PHASE4 | NOT_YET_RECRUITING | Inetetamab Plus Chemotherapy ± PD-1/PD-L1 in HER2+ Advanced Biliary Cancer |
| NCT05065957 | PHASE2/PHASE3 | RECRUITING | Study of Combination Therapy of D07001-Softgel Capsules and Xeloda/TS-1 in Subjects With Advanced Biliary Tract Cancer |
| NCT05429697 | PHASE2/PHASE3 | RECRUITING | Study of SMT-NK Inj. Plus Pembrolizumab vs Pembrolizumab Monotherapy in Patients With Advanced Biliary Tract Cancer |
| NCT05506943 | PHASE2/PHASE3 | ACTIVE_NOT_RECRUITING | A Study of CTX-009 in Combination With Paclitaxel in Adult Patients With Unresectable Advanced, Metastatic or Recurrent Biliary Tract Cancers (COMPANION-002) |
| NCT05771480 | PHASE3 | ACTIVE_NOT_RECRUITING | Durvalumab With Chemotherapy as First Line Treatment in Patients With Advanced Biliary Tract Cancers (aBTCs) |
| NCT06037980 | PHASE2/PHASE3 | RECRUITING | CisPlatin plUs Gemcitabine and Nabpaclitaxel (GAP) as pReoperative Chemotherapy Versus Immediate Resection in patIents With resecTable BiliarY Tract Cancers (BTC) at High Risk for Recurrence |
| NCT06109779 | PHASE3 | ACTIVE_NOT_RECRUITING | Rilvegostomig + Chemotherapy as Adjuvant Therapy for Biliary Tract Cancer After Resection (ARTEMIDE-Biliary01) |
| NCT06282575 | PHASE3 | RECRUITING | Efficacy and Safety of Zanidatamab With Standard-of-care Therapy Against Standard-of-care Therapy for Advanced HER2-positive Biliary Tract Cancer |
| NCT06467357 | PHASE3 | RECRUITING | Phase 3 Study of T-DXd and Rilvegostomig Versus SoC in Advanced HER2-expressing Biliary Tract Cancer |
| NCT06591520 | PHASE3 | ACTIVE_NOT_RECRUITING | AK112 Combined With Chemotherapy Versus Durvalumab Combined With Chemotherapy in Advanced Biliary Tract Cancer |
| NCT06622057 | PHASE3 | NOT_YET_RECRUITING | D07001 Softgel-Capsules and Capecitabine Combination Therapy in Patients With Advanced Biliary Tract Cancer |
| NCT06662877 | PHASE2/PHASE3 | NOT_YET_RECRUITING | Anlotinib Plus Nab-Paclitaxels and S-1 for Patients with Advanced Biliary Tract Cancer As Second-Line Treatment |
| NCT07062263 | PHASE3 | RECRUITING | Trastuzumab Plus Chemotherapy vs Chemotherapy Alone in First-line HER2 Positive Advanced Biliary Tract Cancer Patients |
| NCT07221253 | PHASE3 | RECRUITING | A Study of Rilvegostomig or Durvalumab Plus Chemotherapy for First-Line Treatment of Biliary Tract Cancer (ARTEMIDE-Biliary02) |
| NCT07229625 | PHASE3 | RECRUITING | A Phase III Study of SHR-8068 in Combination With Adebrelimab and Platinum-Containing Chemotherapy Versus Durvalumab in Combination With Platinum-Containing Chemotherapy as First-line Treatment for Advanced Biliary Tract Cancer (BTC) |
| NCT07265674 | PHASE3 | RECRUITING | A Study to Select a Dose Regimen (Part A) and to Investigate Overall Survival (Part B) With Nanvuranlat Compared With Physician’s Best Choice in Participants Aged 18 Years or Older With Biliary Tract Cancer |
| NCT07437287 | PHASE2/PHASE3 | NOT_YET_RECRUITING | Testing Mitazalimab in Combination With Standard Chemotherapy in Immunotherapy Resistant Advanced Biliary Tract Cancers |
| NCT07582315 | PHASE3 | NOT_YET_RECRUITING | A Study Comparing BL-B01D1 With Treatment of Physician’s Choice in Patients With Locally Advanced or Metastatic Biliary Tract Cancer After Failure of Platinum-based Chemotherapy and PD-1/PD-L1 Monoclonal Antibody Therapy(PANKU-BTC01) |
| NCT07606599 | PHASE3 | NOT_YET_RECRUITING | A Study of BL-M07D1 Versus Physician’s Choice of Chemotherapy in Patients With HER2-expressing Locally Advanced or Metastatic Biliary Tract Cancer After Platinum-containing Chemotherapy Failure |
| NCT00090025 | PHASE3 | TERMINATED | XL119 Versus 5-Fluorouracil (5-FU) Plus Leucovorin (LV) in Subjects With Advanced Biliary Tumors |
| NCT01470443 | PHASE3 | UNKNOWN | Study of GEMOX(Gemcitabine/Oxaliplatin) Versus XELOX(Xeloda/Oxaliplatin) in Advanced Biliary Tract Carcinoma |
| NCT01926236 | PHASE3 | COMPLETED | Active Symptom Control Alone or With mFOLFOX Chemotherapy for Locally Advanced/ Metastatic Biliary Tract Cancers |
| NCT02182778 | PHASE3 | COMPLETED | GEM/Cisplatin/S-1 vs GEM/Cisplatin for Biliary Tract Cancer |
| NCT02597465 | PHASE3 | WITHDRAWN | A Randomized, Open-Label, Comparative, Parallel-Group, Multicenter Study of SPARC1507 |
| NCT02988635 | PHASE3 | COMPLETED | Early Palliative Care on Quality of Life of Advanced Cancer Patients |
| NCT03093870 | PHASE2/PHASE3 | COMPLETED | Varlitinib in Combination With Capecitabine for Advanced or Metastatic Biliary Tract Cancer |
| NCT03673072 | PHASE3 | COMPLETED | Neoadjuvant Chemotherapy With Gemcitabine Plus Cisplatin Followed by Radical Liver Resection Versus Immediate Radical Liver Resection Alone With or Without Adjuvant Chemotherapy in Incidentally Detected Gallbladder Carcinoma After Simple Cholecystectomy or in Front of Radical Resection of BTC |
| NCT03873532 | PHASE2/PHASE3 | UNKNOWN | A Trial Evaluating Surufatinib Efficacy and Safety in Biliary Tract Carcinoma Patients |
| NCT04066491 | PHASE2/PHASE3 | TERMINATED | Gemcitabine Plus Cisplatin With or Without Bintrafusp Alfa (M7824) in Participants With 1L BTC |
| NCT04163900 | PHASE3 | TERMINATED | Comparing NUC-1031 Plus Cisplatin to Gemcitabine Plus Cisplatin in Patients With Advanced Biliary Tract Cancer |
| NCT04401709 | PHASE3 | UNKNOWN | Gemcitabine+ Capecitabine Vs Capecitabine in Curatively Resected Biliary Tract Cancer |
| NCT05487443 | PHASE2/PHASE3 | UNKNOWN | The Efficacy of Chemotherapy Combined With Immunocheckpoint Inhibitors in Advanced Biliary Malignancies |
| NCT05924880 | PHASE3 | COMPLETED | A Phase 3b, Open-label, Multi-center Study on Durvalumab in Combination With Gemcitabine-based Chemotherapy as 1L Treatment for the Chinese Patients With Unresectable Biliary Tract Cancers (BTC) |
| NCT02711553 | PHASE2 | ACTIVE_NOT_RECRUITING | A Study of Ramucirumab (LY3009806) or Merestinib (LY2801653) in Advanced or Metastatic Biliary Tract Cancer |
| NCT03482102 | PHASE2 | ACTIVE_NOT_RECRUITING | Durvalumab (MEDI4736) and Tremelimumab and Radiation Therapy in Hepatocellular Carcinoma and Biliary Tract Cancer |
| NCT03801083 | PHASE2 | RECRUITING | Adoptive Transfer of Tumor Infiltrating Lymphocytes for Biliary Tract Cancers |
| NCT04005339 | PHASE2 | ACTIVE_NOT_RECRUITING | NAPOLI-2: Fluorouracil, Leucovorin, and Nanoliposomal Irinotecan in Biliary Cancer |
| NCT04781192 | PHASE1/PHASE2 | ACTIVE_NOT_RECRUITING | The Purpose of This Trial is to Determine if Regorafenib Plus Durvalumab (MEDI4736) is Safe and Effective in Treatment of Chemo Refractory Advanced Biliary Tract Cancers |
| NCT04969887 | PHASE2 | ACTIVE_NOT_RECRUITING | Combination Immunotherapy in Rare Cancers Under InvesTigation |
| NCT05170438 | PHASE2 | ACTIVE_NOT_RECRUITING | Lenvatinib Plus Paclitaxel for Patients With Advanced Biliary Tract Cancer Who Failed to Gemcitabine-based Treatment |
Drugs tested across these trials (top 30)
Precision-medicine subtype map (CIViC)
Drug × molecular subtype: 5 predictive associations from 5 curated evidence items.
| Molecular subtype | Therapy | Effect | Level | CIViC |
|---|---|---|---|---|
| BRAF V600E | Dabrafenib + Trametinib | Sensitivity/Response | CIViC B | EID7264 |
| BRCA1 Mutation OR BRCA2 Mutation | Olaparib | Sensitivity/Response | CIViC B | EID12764 |
| CDKN2A Loss OR CDKN2A Mutation | Palbociclib | Sensitivity/Response | CIViC B | EID11654 |
| ERBB2 Amplification | Pertuzumab + Trastuzumab | Sensitivity/Response | CIViC B | EID5983 |
| PBRM1 Loss-of-function | Niraparib | Sensitivity/Response | CIViC D | EID12697 |
Related Atlas pages
- Cohort genes: BRAF, BRCA1, BRCA2, CDKN2A, ERBB2
- Drugs: Oxaliplatin, Durvalumab, Levoleucovorin, Telotristat Ethyl, Binimetinib, Dostarlimab, Futibatinib, Gemcitabine, Ivosidenib, Lenvatinib, Manganese Chloride, Niraparib, Pemetrexed Disodium, Ramucirumab, Rucaparib, Simvastatin, Tipiracil, Trastuzumab Deruxtecan, Tremelimumab, Trifluridine, Vandetanib, Zanidatamab, Surufatinib, Rilvegostomig, Adebrelimab, Ivonescimab, Bintrafusp Alfa, Brigimadlin, Envafolimab, Fosgemcitabine Palabenamide, Olaparib, Palbociclib