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

f22cfa82-a346-4fed-bc81-21a29bf990ee

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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
age_years
65

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+0.690
  • ANGIOGENESIS+0.580
  • TNFA_SIGNALING_VIA_NFKB+0.570
  • HEDGEHOG_SIGNALING+0.560
  • INFLAMMATORY_RESPONSE+0.540
  • IL6_JAK_STAT3_SIGNALING+0.530
  • ALLOGRAFT_REJECTION+0.490
  • INTERFERON_GAMMA_RESPONSE+0.450
  • KRAS_SIGNALING_UP+0.440
  • MYOGENESIS+0.430

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.650
  • MYC_TARGETS_V1-0.560
  • MYC_TARGETS_V2-0.540
  • E2F_TARGETS-0.520
  • DNA_REPAIR-0.430
  • FATTY_ACID_METABOLISM-0.420
  • PEROXISOME-0.380
  • G2M_CHECKPOINT-0.310
  • ADIPOGENESIS-0.290
  • GLYCOLYSIS-0.290

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
167ed15bc-bbe5-4da7-81f9-002c54483f67
colon-landscapes@1
0.967
221196229-e39e-4846-be58-a1055b3ae50e
colon-landscapes@1
0.960
3cadbc884-10b6-41e4-8aee-dc11a1453b8c
colon-landscapes@1
0.951
4ec054d40-e5b8-496a-8c99-5e7f88f2cf37
colon-landscapes@1
0.950
5c277dab0-361f-4aa6-96b1-522a6e556ae1
colon-landscapes@1
0.947
6TCGA-CX-7085-01A-21R-2016-07
head-neck@1
0.947
794f6e4f5-2447-4f1f-9f36-411f1c25a172
colon-landscapes@1
0.943
8b02dc7a2-3615-4b6c-a3dd-a866d8561d9d
colon-landscapes@1
0.942
9ffe7358d-31b2-4d92-93eb-0a88abaf2dca
colon-landscapes@1
0.939
102cec663c-00c8-48b5-967b-f2a53c0fb409
colon-landscapes@1
0.937

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
EPITHELIAL_MESENCHYMAL_TRANSITION0.690Inavolisib— uncovered
ANGIOGENESIS0.580Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.570Inavolisib— uncovered
HEDGEHOG_SIGNALING0.560Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.540Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.530Inavolisib— uncovered
ALLOGRAFT_REJECTION0.490Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.450Idelalisib— uncovered
KRAS_SIGNALING_UP0.440Inavolisib— uncovered
MYOGENESIS0.430Inavolisib— uncovered
APICAL_JUNCTION0.420Inavolisib— uncovered
IL2_STAT5_SIGNALING0.420Idelalisib— uncovered
APICAL_SURFACE0.410Temsirolimus— uncovered
UV_RESPONSE_DN0.410Inavolisib— uncovered
COMPLEMENT0.400Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.370Inavolisib— uncovered
TGF_BETA_SIGNALING0.360Inavolisib— uncovered
COAGULATION0.340Binimetinib— uncovered
HYPOXIA0.330Idelalisib— uncovered
APOPTOSIS0.310Idelalisib— uncovered