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

C3N-02087

· cohortA1

0d142310-fc54-5b12-b120-2b67c91a35aa

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
cohortA1
subtype
cohortA1
age_years
61.41820671

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+0.640
  • INTERFERON_GAMMA_RESPONSE+0.600
  • ALLOGRAFT_REJECTION+0.490
  • IL6_JAK_STAT3_SIGNALING+0.490
  • INFLAMMATORY_RESPONSE+0.450
  • PROTEIN_SECRETION+0.450
  • OXIDATIVE_PHOSPHORYLATION+0.420
  • TNFA_SIGNALING_VIA_NFKB+0.410
  • MTORC1_SIGNALING+0.390
  • APOPTOSIS+0.380

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.290
  • ESTROGEN_RESPONSE_EARLY-0.210
  • KRAS_SIGNALING_DN-0.180
  • UV_RESPONSE_DN-0.150
  • ESTROGEN_RESPONSE_LATE-0.130
  • NOTCH_SIGNALING-0.130
  • MYOGENESIS-0.100
  • APICAL_SURFACE-0.090
  • PANCREAS_BETA_CELLS-0.050
  • HEDGEHOG_SIGNALING-0.010

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-E7-A7DV-01A-11R-A33J-07
bladder-landscape@3
0.910
2ERR2208974
melanoma-umap@29
0.906
3B8AED170-C88C-4A86-8377-93B5D14AB334
brain-umap@2
0.898
497A8E2B1-059B-4527-8FB4-116F718FFD16
brain-umap@2
0.894
53E499D12-B08A-491C-98C6-19EA420BDC99
brain-umap@2
0.893
6e5ae4a47-9a0d-4a70-a7be-40bddeb3d017
colon-landscapes@1
0.893
7647EE729-B34A-41F0-85AB-207F8C24420B
brain-umap@2
0.886
8f5174c29-918d-4ad9-bd44-c94463396414
colon-landscapes@1
0.884
9BDBF3ACE-7DC0-47C1-9B03-E2EDCF0B6CE6
brain-umap@2
0.884
1070203945-80F8-4FA7-8C99-FEBAD3374103
brain-umap@2
0.883

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.640Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.600Idelalisib— uncovered
ALLOGRAFT_REJECTION0.490Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.490Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.450Idelalisib— uncovered
PROTEIN_SECRETION0.450Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.420Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.410Inavolisib— uncovered
MTORC1_SIGNALING0.390Inavolisib— uncovered
APOPTOSIS0.380Idelalisib— uncovered
COMPLEMENT0.380Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.370Inavolisib— uncovered
KRAS_SIGNALING_UP0.320Inavolisib— uncovered
ADIPOGENESIS0.310Inavolisib— uncovered
GLYCOLYSIS0.300Inavolisib— uncovered
E2F_TARGETS0.280Inavolisib— uncovered
IL2_STAT5_SIGNALING0.240Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.230Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.230Inavolisib— uncovered
ANGIOGENESIS0.220Remibrutinib— uncovered