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

R86

e986d8eb-1e93-563c-ba61-20a1ed4e87ad

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TNFA_SIGNALING_VIA_NFKB+0.350
  • INFLAMMATORY_RESPONSE+0.300
  • ESTROGEN_RESPONSE_EARLY+0.290
  • WNT_BETA_CATENIN_SIGNALING+0.270
  • NOTCH_SIGNALING+0.260
  • COAGULATION+0.250
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.250
  • HYPOXIA+0.250
  • APICAL_JUNCTION+0.220
  • TGF_BETA_SIGNALING+0.220

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.480
  • PROTEIN_SECRETION-0.420
  • MYC_TARGETS_V1-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.390
  • INTERFERON_GAMMA_RESPONSE-0.340
  • PANCREAS_BETA_CELLS-0.330
  • UNFOLDED_PROTEIN_RESPONSE-0.320
  • FATTY_ACID_METABOLISM-0.280
  • MTORC1_SIGNALING-0.260
  • E2F_TARGETS-0.250

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
1GSM6454741
breast-umap@18
D0.834
23843de1d-0eaa-48af-be58-903fcf2e5f89
colon-landscapes@1
0.833
3C3N-02339
lung-landscapes@6
cohortSQ10.781
4AUR-AER7-TTM4-A-1-1-R-A742-41
breast-umap@18
E0.779
5R7
bladder-landscape@3
0.774
6R314
bladder-landscape@3
0.762
769d9a82b-5c37-45bd-a1cf-ffe1392e84fc
melanoma-umap@29
0.759
8R236
bladder-landscape@3
0.757
9R168
bladder-landscape@3
0.755
10ERR2208910
melanoma-umap@29
0.755

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.350Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.290Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.270Inavolisib— uncovered
NOTCH_SIGNALING0.260Inavolisib— uncovered
COAGULATION0.250Binimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.250Inavolisib— uncovered
HYPOXIA0.250Idelalisib— uncovered
APICAL_JUNCTION0.220Inavolisib— uncovered
TGF_BETA_SIGNALING0.220Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
GLYCOLYSIS0.190Inavolisib— uncovered
APICAL_SURFACE0.170Temsirolimus— uncovered
APOPTOSIS0.170Idelalisib— uncovered
ANGIOGENESIS0.160Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.160Idelalisib— uncovered
UV_RESPONSE_UP0.150Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.130Inavolisib— uncovered
HEDGEHOG_SIGNALING0.110Inavolisib— uncovered
MYOGENESIS0.080Inavolisib— uncovered