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

C3N-01071

· cohortA4

14c5c1b7-a847-5e22-acd9-b607dc78cd7c

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
cohortA4
subtype
cohortA4
age_years
48.81861739

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V2+0.470
  • OXIDATIVE_PHOSPHORYLATION+0.360
  • DNA_REPAIR+0.260
  • MYC_TARGETS_V1+0.240
  • SPERMATOGENESIS+0.230
  • E2F_TARGETS+0.200
  • FATTY_ACID_METABOLISM+0.200
  • ADIPOGENESIS+0.160
  • CHOLESTEROL_HOMEOSTASIS+0.160
  • COAGULATION+0.140

Top 10 suppressed

  • NOTCH_SIGNALING-0.530
  • HEDGEHOG_SIGNALING-0.500
  • UV_RESPONSE_DN-0.390
  • WNT_BETA_CATENIN_SIGNALING-0.390
  • INTERFERON_ALPHA_RESPONSE-0.340
  • TGF_BETA_SIGNALING-0.340
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.300
  • MITOTIC_SPINDLE-0.290
  • APICAL_SURFACE-0.280
  • INTERFERON_GAMMA_RESPONSE-0.260

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-37-4135-01A-01R-1100-07
lung-landscapes@6
cohortA10.829
2fa9f3cc6-06eb-4cfd-8f85-9d13df39d11e
melanoma-umap@29
0.796
3TCGA-MZ-A7D7-01A-21R-A34R-07
head-neck@1
0.788
4TCGA-A2-A3XV-01A-21R-A239-07
breast-umap@18
B0.787
5TCGA-37-5819-01A-01R-1635-07
lung-landscapes@6
cohortA30.786
6f844415e-ca2a-4837-b050-06775fdb2ed5
colon-landscapes@1
0.786
70acddbbc-6b74-4fdd-903d-f5ec9bfd8514
colon-landscapes@1
0.786
8TCGA-64-1678-01A-01R-0946-07
lung-landscapes@6
cohortA30.785
9TCGA-KU-A6H7-06A-21R-A31N-07
head-neck@1
0.777
10TCGA-MZ-A6I9-01A-11R-A31N-07
head-neck@1
0.777

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.470Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.360Remibrutinib— uncovered
DNA_REPAIR0.260Idelalisib— uncovered
MYC_TARGETS_V10.240Inavolisib— uncovered
SPERMATOGENESIS0.230Inavolisib— uncovered
E2F_TARGETS0.200Inavolisib— uncovered
FATTY_ACID_METABOLISM0.200Inavolisib— uncovered
ADIPOGENESIS0.160Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.160Remibrutinib— uncovered
COAGULATION0.140Binimetinib— uncovered
PEROXISOME0.120Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.110Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.100Inavolisib— uncovered
UV_RESPONSE_UP0.100Idelalisib— uncovered
GLYCOLYSIS0.080Inavolisib— uncovered
MTORC1_SIGNALING0.070Inavolisib— uncovered
HYPOXIA0.050Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.040Idelalisib— uncovered
BILE_ACID_METABOLISM0.030Inavolisib— uncovered
KRAS_SIGNALING_DN0.030Remibrutinib— uncovered