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

TCGA-CV-7177-01A-11R-2016-07

495eb4de-9c6b-5005-bd55-fce6fe49915b

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
0.151369863
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+0.520
  • CHOLESTEROL_HOMEOSTASIS+0.420
  • TGF_BETA_SIGNALING+0.420
  • ANGIOGENESIS+0.410
  • UV_RESPONSE_DN+0.350
  • HEDGEHOG_SIGNALING+0.340
  • BILE_ACID_METABOLISM+0.330
  • APICAL_JUNCTION+0.300
  • COAGULATION+0.300
  • APICAL_SURFACE+0.280

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.680
  • INTERFERON_GAMMA_RESPONSE-0.530
  • E2F_TARGETS-0.460
  • IL6_JAK_STAT3_SIGNALING-0.430
  • ALLOGRAFT_REJECTION-0.420
  • MYC_TARGETS_V2-0.420
  • G2M_CHECKPOINT-0.370
  • MYC_TARGETS_V1-0.370
  • DNA_REPAIR-0.300
  • INFLAMMATORY_RESPONSE-0.280

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
14df6c488-ef2f-4019-a1b0-3a3624039be8
colon-landscapes@1
0.870
2SRR8613707
breast-umap@18
C0.865
320060030.TNBC
breast-umap@18
F0.861
4SRR8613758
breast-umap@18
C0.854
5TCGA-FD-A3SM-01A-11R-A22U-07
bladder-landscape@3
0.845
620040084.LumA
breast-umap@18
A0.845
7SRR8613710
breast-umap@18
F0.845
8SRR8518146
breast-umap@18
F0.843
9TCGA-CV-7421-01A-11R-2081-07
head-neck@1
0.826
10SRR8518453
breast-umap@18
F0.823

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.520Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.420Remibrutinib— uncovered
TGF_BETA_SIGNALING0.420Inavolisib— uncovered
ANGIOGENESIS0.410Remibrutinib— uncovered
UV_RESPONSE_DN0.350Inavolisib— uncovered
HEDGEHOG_SIGNALING0.340Inavolisib— uncovered
BILE_ACID_METABOLISM0.330Inavolisib— uncovered
APICAL_JUNCTION0.300Inavolisib— uncovered
COAGULATION0.300Binimetinib— uncovered
APICAL_SURFACE0.280Temsirolimus— uncovered
XENOBIOTIC_METABOLISM0.280Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.240Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.240Inavolisib— uncovered
PROTEIN_SECRETION0.230Remibrutinib— uncovered
ANDROGEN_RESPONSE0.210Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.190Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.180Inavolisib— uncovered
KRAS_SIGNALING_DN0.170Remibrutinib— uncovered
HEME_METABOLISM0.150Temsirolimus— uncovered
ADIPOGENESIS0.140Inavolisib— uncovered