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

R313

8173c0f8-9256-5e31-8f14-0c99a10c6777

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
63
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

  • ALLOGRAFT_REJECTION+0.420
  • HEDGEHOG_SIGNALING+0.410
  • E2F_TARGETS+0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.370
  • MYC_TARGETS_V2+0.330
  • IL6_JAK_STAT3_SIGNALING+0.310
  • G2M_CHECKPOINT+0.300
  • INFLAMMATORY_RESPONSE+0.260
  • ANDROGEN_RESPONSE+0.240
  • IL2_STAT5_SIGNALING+0.240

Top 10 suppressed

  • PROTEIN_SECRETION-0.350
  • TGF_BETA_SIGNALING-0.260
  • APICAL_SURFACE-0.210
  • CHOLESTEROL_HOMEOSTASIS-0.160
  • INTERFERON_ALPHA_RESPONSE-0.160
  • UV_RESPONSE_DN-0.140
  • P53_PATHWAY-0.080
  • XENOBIOTIC_METABOLISM-0.080
  • APOPTOSIS-0.050
  • PI3K_AKT_MTOR_SIGNALING-0.050

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-A8-A08X-01A-21R-A00Z-07
breast-umap@18
C0.750
2TCGA-A2-A0D2-01A-21R-A034-07
breast-umap@18
E0.703
35fb97b4d-9c0a-4e1a-9549-032c6d879c8f
colon-landscapes@1
0.702
4R398
bladder-landscape@3
0.702
5TCGA-77-A5GB-01B-11R-A27Q-07
lung-landscapes@6
cohortSQ10.698
6DRR168594
bladder-landscape@3
0.692
7SRR12202482
bladder-landscape@3
0.689
8TCGA-56-6546-01A-11R-1820-07
lung-landscapes@6
cohortMD10.681
9TCGA-AQ-A04J-01A-02R-A034-07
breast-umap@18
D0.679
10TCGA-A7-A6VV-01A-22R-A33J-07
breast-umap@18
E0.677

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.420Idelalisib— uncovered
HEDGEHOG_SIGNALING0.410Inavolisib— uncovered
E2F_TARGETS0.400Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.370Inavolisib— uncovered
MYC_TARGETS_V20.330Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.310Inavolisib— uncovered
G2M_CHECKPOINT0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.260Idelalisib— uncovered
ANDROGEN_RESPONSE0.240Inavolisib— uncovered
IL2_STAT5_SIGNALING0.240Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.240Inavolisib— uncovered
SPERMATOGENESIS0.230Inavolisib— uncovered
DNA_REPAIR0.220Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.220Inavolisib— uncovered
ANGIOGENESIS0.210Remibrutinib— uncovered
HYPOXIA0.190Idelalisib— uncovered
UV_RESPONSE_UP0.180Idelalisib— uncovered
PANCREAS_BETA_CELLS0.170Cobimetinib— uncovered
MITOTIC_SPINDLE0.160Inavolisib— uncovered
MYC_TARGETS_V10.160Inavolisib— uncovered