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

C3N-00180

· cohortA3

bbecab6a-aed9-5699-8b00-a01b942d21d4

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
cohortA3
subtype
cohortA3
age_years
56.46817248

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • SPERMATOGENESIS+0.280
  • WNT_BETA_CATENIN_SIGNALING+0.240
  • PANCREAS_BETA_CELLS+0.210
  • HEDGEHOG_SIGNALING+0.190
  • OXIDATIVE_PHOSPHORYLATION+0.160
  • UNFOLDED_PROTEIN_RESPONSE+0.120
  • G2M_CHECKPOINT+0.090
  • HYPOXIA+0.080
  • TGF_BETA_SIGNALING+0.080
  • KRAS_SIGNALING_DN+0.010

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.630
  • ALLOGRAFT_REJECTION-0.560
  • INTERFERON_GAMMA_RESPONSE-0.560
  • IL6_JAK_STAT3_SIGNALING-0.530
  • INFLAMMATORY_RESPONSE-0.490
  • COMPLEMENT-0.400
  • IL2_STAT5_SIGNALING-0.360
  • APICAL_SURFACE-0.350
  • P53_PATHWAY-0.350
  • CHOLESTEROL_HOMEOSTASIS-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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-44-5644-01A-21R-2039-07
lung-landscapes@6
cohortA30.858
2SRR4195697
colon-landscapes@1
0.847
3SRR2016964
head-neck@1
0.844
4204241b7-1e28-43f8-a681-f872b52fa3f8
melanoma-umap@29
0.831
520130253.TNBC
breast-umap@18
E0.825
6SRR8613756
breast-umap@18
E0.818
7BS_QRDT19KS
brain-umap@2
medulloblastoma0.817
8SRR1797244
lung-landscapes@6
cohortSC0.817
9TCGA-CX-7082-01A-11R-2016-07
head-neck@1
0.813
10TCGA-3C-AAAU-01A-11R-A41B-07
breast-umap@18
B0.808

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
SPERMATOGENESIS0.280Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.240Inavolisib— uncovered
PANCREAS_BETA_CELLS0.210Cobimetinib— uncovered
HEDGEHOG_SIGNALING0.190Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.160Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.120Idelalisib— uncovered
G2M_CHECKPOINT0.090Inavolisib— uncovered
HYPOXIA0.080Idelalisib— uncovered
TGF_BETA_SIGNALING0.080Inavolisib— uncovered
KRAS_SIGNALING_DN0.010Remibrutinib— uncovered