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

TCGA-A8-A093-01A-11R-A00Z-07

· B

57626701-f268-59e1-8538-06c4781df987

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
B
subtype
B
overall_survival_months
18

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PANCREAS_BETA_CELLS+0.330
  • UV_RESPONSE_DN+0.290
  • ESTROGEN_RESPONSE_EARLY+0.260
  • PROTEIN_SECRETION+0.200
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.180
  • TGF_BETA_SIGNALING+0.170
  • HEME_METABOLISM+0.140
  • NOTCH_SIGNALING+0.140
  • MITOTIC_SPINDLE+0.120
  • ADIPOGENESIS+0.110

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.570
  • INTERFERON_ALPHA_RESPONSE-0.530
  • INTERFERON_GAMMA_RESPONSE-0.530
  • TNFA_SIGNALING_VIA_NFKB-0.500
  • IL6_JAK_STAT3_SIGNALING-0.490
  • INFLAMMATORY_RESPONSE-0.460
  • COMPLEMENT-0.340
  • E2F_TARGETS-0.340
  • KRAS_SIGNALING_UP-0.330
  • MTORC1_SIGNALING-0.310

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-C8-A3M8-01A-11R-A213-07
breast-umap@18
B0.844
2TCGA-A8-A09B-01A-11R-A00Z-07
breast-umap@18
B0.820
3SRR35579826
breast-umap@18
B0.816
4SRR25617895
breast-umap@18
B0.815
520030017.LumA
breast-umap@18
B0.814
6TCGA-A7-A0D9-01A-31R-A056-07
breast-umap@18
B0.810
7TCGA-B6-A0RN-01A-12R-A084-07
breast-umap@18
B0.790
8SRR29022834
breast-umap@18
A0.780
9TCGA-B6-A0I8-01A-11R-A034-07
breast-umap@18
B0.780
10TCGA-A8-A08O-01A-21R-A056-07
breast-umap@18
B0.775

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 18 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.330Cobimetinib— uncovered
UV_RESPONSE_DN0.290Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.260Inavolisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.180Inavolisib— uncovered
TGF_BETA_SIGNALING0.170Inavolisib— uncovered
HEME_METABOLISM0.140Temsirolimus— uncovered
NOTCH_SIGNALING0.140Inavolisib— uncovered
MITOTIC_SPINDLE0.120Inavolisib— uncovered
ADIPOGENESIS0.110Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.110Idelalisib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.090Remibrutinib— uncovered
ANGIOGENESIS0.070Remibrutinib— uncovered
COAGULATION0.030Binimetinib— uncovered
PEROXISOME0.030Idelalisib— uncovered
MYOGENESIS0.020Inavolisib— uncovered
APICAL_SURFACE0.010Temsirolimus— uncovered