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

TCGA-CV-5435-01A-01R-1686-07

52c5b7d5-4d56-53e0-a33d-8664ebc0963c

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
0.529452055
sex
male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • HEDGEHOG_SIGNALING+0.480
  • MYOGENESIS+0.420
  • WNT_BETA_CATENIN_SIGNALING+0.350
  • MTORC1_SIGNALING+0.270
  • MITOTIC_SPINDLE+0.260
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.250
  • ANGIOGENESIS+0.190
  • G2M_CHECKPOINT+0.190
  • UV_RESPONSE_DN+0.190
  • GLYCOLYSIS+0.180

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.560
  • INTERFERON_GAMMA_RESPONSE-0.500
  • ALLOGRAFT_REJECTION-0.450
  • OXIDATIVE_PHOSPHORYLATION-0.400
  • IL6_JAK_STAT3_SIGNALING-0.350
  • INFLAMMATORY_RESPONSE-0.290
  • COMPLEMENT-0.260
  • DNA_REPAIR-0.210
  • APOPTOSIS-0.190
  • COAGULATION-0.190

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-AR-A0TP-01A-11R-A084-07
breast-umap@18
E0.825
2TCGA-51-4081-01A-01R-1100-07
lung-landscapes@6
cohortSQ20.814
3C3N-03662
lung-landscapes@6
cohortSQ20.810
420110025.TNBC
breast-umap@18
E0.777
5SRR5903551
lung-landscapes@6
cohortA10.770
6TCGA-D8-A1XD-01A-11R-A14D-07
breast-umap@18
B0.769
7TCGA-CN-6024-01A-11R-1686-07
head-neck@1
0.766
8SRR15030856
colon-landscapes@1
0.759
920120162.TNBC
breast-umap@18
E0.755
10TCGA-AN-A0FX-01A-11R-A034-07
breast-umap@18
E0.752

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
HEDGEHOG_SIGNALING0.480Inavolisib— uncovered
MYOGENESIS0.420Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.350Inavolisib— uncovered
MTORC1_SIGNALING0.270Inavolisib— uncovered
MITOTIC_SPINDLE0.260Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.250Inavolisib— uncovered
ANGIOGENESIS0.190Remibrutinib— uncovered
G2M_CHECKPOINT0.190Inavolisib— uncovered
UV_RESPONSE_DN0.190Inavolisib— uncovered
GLYCOLYSIS0.180Inavolisib— uncovered
MYC_TARGETS_V20.180Idelalisib— uncovered
APICAL_JUNCTION0.170Inavolisib— uncovered
ANDROGEN_RESPONSE0.150Inavolisib— uncovered
SPERMATOGENESIS0.140Inavolisib— uncovered
E2F_TARGETS0.130Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.120Inavolisib— uncovered
HYPOXIA0.090Idelalisib— uncovered
PROTEIN_SECRETION0.090Remibrutinib— uncovered
TGF_BETA_SIGNALING0.090Inavolisib— uncovered
NOTCH_SIGNALING0.070Inavolisib— uncovered