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

DRR168577

e0547438-f977-5153-badf-bd9c0acfedd0

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
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

  • INTERFERON_ALPHA_RESPONSE+0.670
  • ALLOGRAFT_REJECTION+0.640
  • INTERFERON_GAMMA_RESPONSE+0.620
  • IL6_JAK_STAT3_SIGNALING+0.500
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.490
  • COMPLEMENT+0.480
  • INFLAMMATORY_RESPONSE+0.480
  • KRAS_SIGNALING_UP+0.410
  • TNFA_SIGNALING_VIA_NFKB+0.360
  • HEDGEHOG_SIGNALING+0.350

Top 10 suppressed

  • MYC_TARGETS_V2-0.620
  • MYC_TARGETS_V1-0.520
  • OXIDATIVE_PHOSPHORYLATION-0.510
  • CHOLESTEROL_HOMEOSTASIS-0.440
  • GLYCOLYSIS-0.400
  • E2F_TARGETS-0.350
  • DNA_REPAIR-0.340
  • MTORC1_SIGNALING-0.340
  • ADIPOGENESIS-0.330
  • PEROXISOME-0.320

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
1SRR8613789
breast-umap@18
A0.945
2767fc312-2c66-43f7-b78e-bf79e03e3a0a
colon-landscapes@1
0.930
36dfa748c-af43-469f-a98b-8472a4132739
melanoma-umap@29
0.926
4TCGA-55-6979-01A-11R-1949-07
lung-landscapes@6
cohortA10.920
5C3N-00433
lung-landscapes@6
cohortMD20.918
6cfbdbfeb-7550-46dc-bd3b-bf85c4a14443
colon-landscapes@1
0.916
7c277dab0-361f-4aa6-96b1-522a6e556ae1
colon-landscapes@1
0.916
8TCGA-77-A5FZ-01A-31R-A27Q-07
lung-landscapes@6
cohortMD20.915
9TCGA-AQ-A7U7-01A-22R-A352-07
breast-umap@18
D0.914
10SRR12202441
bladder-landscape@3
0.911

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.670Inavolisib— uncovered
ALLOGRAFT_REJECTION0.640Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.620Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.500Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.490Inavolisib— uncovered
COMPLEMENT0.480Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.480Idelalisib— uncovered
KRAS_SIGNALING_UP0.410Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.360Inavolisib— uncovered
HEDGEHOG_SIGNALING0.350Inavolisib— uncovered
COAGULATION0.340Binimetinib— uncovered
IL2_STAT5_SIGNALING0.300Idelalisib— uncovered
UV_RESPONSE_DN0.260Inavolisib— uncovered
APICAL_JUNCTION0.210Inavolisib— uncovered
KRAS_SIGNALING_DN0.210Remibrutinib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
APOPTOSIS0.140Idelalisib— uncovered
ANGIOGENESIS0.090Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.070Cobimetinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.060Inavolisib— uncovered