Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

TCGA-BT-A20R-01A-12R-A16R-07

a18515ea-921f-52d5-9d6c-d873672f13b5

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype
overall_survival_months
5.05913272
os_event
true
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.540
  • ANGIOGENESIS+0.400
  • KRAS_SIGNALING_UP+0.320
  • COAGULATION+0.290
  • COMPLEMENT+0.290
  • PROTEIN_SECRETION+0.270
  • UV_RESPONSE_DN+0.270
  • ADIPOGENESIS+0.210
  • ANDROGEN_RESPONSE+0.190
  • MYOGENESIS+0.190

Top 10 suppressed

  • MYC_TARGETS_V2-0.470
  • WNT_BETA_CATENIN_SIGNALING-0.320
  • DNA_REPAIR-0.260
  • MYC_TARGETS_V1-0.260
  • G2M_CHECKPOINT-0.220
  • P53_PATHWAY-0.190
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.190
  • PI3K_AKT_MTOR_SIGNALING-0.150
  • INTERFERON_ALPHA_RESPONSE-0.130
  • NOTCH_SIGNALING-0.130

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SAMN03290943
melanoma-umap@29
0.823
2MBCProject_3122_T1_RNA
breast-umap@18
A0.822
3TCGA-FD-A3SL-01A-21R-A22U-07
bladder-landscape@3
0.813
427a08af2-4626-4bf9-bdf6-a6ba644a53a2
colon-landscapes@1
0.804
5SRR8518186
breast-umap@18
A0.799
6SRR35579842
breast-umap@18
A0.794
7TCGA-50-5930-01A-11R-1755-07
lung-landscapes@6
cohortA40.783
8ERR2598110
medullo-epn-umap@date-based
fetalfetal0.777
9TCGA-AC-A23E-01A-11R-A157-07
breast-umap@18
A0.775
10TCGA-CN-4740-01A-01R-1436-07
head-neck@1
0.775

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 29 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.540Inavolisib— uncovered
ANGIOGENESIS0.400Remibrutinib— uncovered
KRAS_SIGNALING_UP0.320Inavolisib— uncovered
COAGULATION0.290Binimetinib— uncovered
COMPLEMENT0.290Inavolisib— uncovered
PROTEIN_SECRETION0.270Remibrutinib— uncovered
UV_RESPONSE_DN0.270Inavolisib— uncovered
ADIPOGENESIS0.210Inavolisib— uncovered
ANDROGEN_RESPONSE0.190Inavolisib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
SPERMATOGENESIS0.180Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.170Idelalisib— uncovered
IL2_STAT5_SIGNALING0.160Idelalisib— uncovered
BILE_ACID_METABOLISM0.150Inavolisib— uncovered
PANCREAS_BETA_CELLS0.150Cobimetinib— uncovered
GLYCOLYSIS0.130Inavolisib— uncovered
HYPOXIA0.130Idelalisib— uncovered
APICAL_JUNCTION0.120Inavolisib— uncovered
HEDGEHOG_SIGNALING0.110Inavolisib— uncovered
HEME_METABOLISM0.110Temsirolimus— uncovered