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

C3L-02349

· cohortSQ2

b22d565c-b711-57c9-880e-6b145740c280

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
cohortSQ2
subtype
cohortSQ2
age_years
81.0403833

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.420
  • CHOLESTEROL_HOMEOSTASIS+0.370
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.360
  • XENOBIOTIC_METABOLISM+0.350
  • FATTY_ACID_METABOLISM+0.340
  • MYC_TARGETS_V2+0.340
  • PEROXISOME+0.330
  • MTORC1_SIGNALING+0.310
  • MYC_TARGETS_V1+0.260
  • ADIPOGENESIS+0.250

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.470
  • TGF_BETA_SIGNALING-0.470
  • ANGIOGENESIS-0.450
  • TNFA_SIGNALING_VIA_NFKB-0.420
  • INFLAMMATORY_RESPONSE-0.310
  • IL6_JAK_STAT3_SIGNALING-0.290
  • KRAS_SIGNALING_UP-0.290
  • PROTEIN_SECRETION-0.250
  • UV_RESPONSE_DN-0.250
  • INTERFERON_ALPHA_RESPONSE-0.210

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
14613d81b-e9ba-4c36-96a5-d7c9667b83ec
colon-landscapes@1
0.860
2f844415e-ca2a-4837-b050-06775fdb2ed5
colon-landscapes@1
0.849
3TCGA-22-5491-01A-01R-1635-07
lung-landscapes@6
cohortSQ20.832
4TCGA-BH-A0E0-01A-11R-A056-07
breast-umap@18
E0.827
5a7d1fe23-5255-4daa-a6a9-fe2f67491323
colon-landscapes@1
0.826
6ERR2278847
head-neck@1
0.824
7a9e8b311-dfde-4c34-80a2-5e64f94c596b
melanoma-umap@29
0.823
8TCGA-39-5036-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.823
9SRR6013549
lung-landscapes@6
cohortSQ20.823
10ERR2278860
head-neck@1
0.812

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.420Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.370Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.360Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.350Inavolisib— uncovered
FATTY_ACID_METABOLISM0.340Inavolisib— uncovered
MYC_TARGETS_V20.340Idelalisib— uncovered
PEROXISOME0.330Idelalisib— uncovered
MTORC1_SIGNALING0.310Inavolisib— uncovered
MYC_TARGETS_V10.260Inavolisib— uncovered
ADIPOGENESIS0.250Inavolisib— uncovered
KRAS_SIGNALING_DN0.250Remibrutinib— uncovered
APICAL_SURFACE0.240Temsirolimus— uncovered
BILE_ACID_METABOLISM0.240Inavolisib— uncovered
E2F_TARGETS0.220Inavolisib— uncovered
DNA_REPAIR0.150Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.150Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.140Inavolisib— uncovered
GLYCOLYSIS0.120Inavolisib— uncovered
MYOGENESIS0.110Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered