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

R302

a5392319-17aa-539b-95e0-9ecdc5bab4b7

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
81
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+0.360
  • HYPOXIA+0.350
  • TGF_BETA_SIGNALING+0.350
  • COAGULATION+0.330
  • WNT_BETA_CATENIN_SIGNALING+0.290
  • NOTCH_SIGNALING+0.260
  • MYC_TARGETS_V2+0.220
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.210
  • MYOGENESIS+0.190
  • TNFA_SIGNALING_VIA_NFKB+0.180

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.510
  • INTERFERON_GAMMA_RESPONSE-0.450
  • E2F_TARGETS-0.410
  • IL6_JAK_STAT3_SIGNALING-0.360
  • G2M_CHECKPOINT-0.350
  • ALLOGRAFT_REJECTION-0.270
  • CHOLESTEROL_HOMEOSTASIS-0.190
  • ANDROGEN_RESPONSE-0.180
  • PANCREAS_BETA_CELLS-0.180
  • PI3K_AKT_MTOR_SIGNALING-0.180

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
1R314
bladder-landscape@3
0.804
2SRR11296891
colon-landscapes@1
0.799
3ERR2208959
melanoma-umap@29
0.782
4X9d79253b.8c45.4bde.a42d.c399fb107400
lung-landscapes@6
cohortMD20.754
5GSM5359429
bladder-landscape@3
0.747
6SRR975596
colon-landscapes@1
0.747
7SNU182_LIVER
ccle-hcc@v2024.1
HCC0.720
83843de1d-0eaa-48af-be58-903fcf2e5f89
colon-landscapes@1
0.712
90d373d8e-2507-4d88-8e19-d3f7b66955b4
colon-landscapes@1
0.710
10TCGA-CV-7421-01A-11R-2081-07
head-neck@1
0.707

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.360Inavolisib— uncovered
HYPOXIA0.350Idelalisib— uncovered
TGF_BETA_SIGNALING0.350Inavolisib— uncovered
COAGULATION0.330Binimetinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.290Inavolisib— uncovered
NOTCH_SIGNALING0.260Inavolisib— uncovered
MYC_TARGETS_V20.220Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.210Inavolisib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.180Inavolisib— uncovered
ANGIOGENESIS0.170Remibrutinib— uncovered
APICAL_JUNCTION0.140Inavolisib— uncovered
GLYCOLYSIS0.140Inavolisib— uncovered
KRAS_SIGNALING_DN0.140Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.090Inavolisib— uncovered
KRAS_SIGNALING_UP0.090Inavolisib— uncovered
UV_RESPONSE_DN0.080Inavolisib— uncovered
APOPTOSIS0.070Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.060Idelalisib— uncovered
MYC_TARGETS_V10.050Inavolisib— uncovered