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

C3N-00203

· cohortA1

34494f4f-78e7-5b3c-92ef-0b1b03be0af4

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
72.15058179

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+0.630
  • E2F_TARGETS+0.570
  • MYC_TARGETS_V1+0.550
  • G2M_CHECKPOINT+0.520
  • ALLOGRAFT_REJECTION+0.400
  • UNFOLDED_PROTEIN_RESPONSE+0.300
  • INTERFERON_GAMMA_RESPONSE+0.290
  • MITOTIC_SPINDLE+0.280
  • GLYCOLYSIS+0.270
  • INTERFERON_ALPHA_RESPONSE+0.270

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.380
  • KRAS_SIGNALING_DN-0.360
  • CHOLESTEROL_HOMEOSTASIS-0.330
  • BILE_ACID_METABOLISM-0.320
  • APICAL_SURFACE-0.240
  • COAGULATION-0.240
  • ANGIOGENESIS-0.200
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.190
  • MYOGENESIS-0.180
  • ESTROGEN_RESPONSE_EARLY-0.170

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
1e8381a92.5379.4ece.8414.230d0f0026e1
lung-landscapes@6
cohortA10.888
2TCGA-FD-A3B6-01A-21R-A20F-07
bladder-landscape@3
0.874
3TCGA-ZF-A9RF-01A-11R-A38B-07
bladder-landscape@3
0.874
4TCGA-52-7812-01A-11R-2125-07
lung-landscapes@6
cohortA10.873
5TCGA-PQ-A6FI-01A-11R-A31N-07
bladder-landscape@3
0.873
6TCGA-AR-A1AI-01A-11R-A12P-07
breast-umap@18
E0.838
79a1be9ca-1641-4eac-beb9-3b54ec277a7c
colon-landscapes@1
0.834
8SRR8518289
breast-umap@18
E0.833
9MNG826
mng-umap@100
0.828
10TCGA-AN-A0AJ-01A-11R-A00Z-07
breast-umap@18
C0.824

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.630Idelalisib— uncovered
E2F_TARGETS0.570Inavolisib— uncovered
MYC_TARGETS_V10.550Inavolisib— uncovered
G2M_CHECKPOINT0.520Inavolisib— uncovered
ALLOGRAFT_REJECTION0.400Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.300Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.290Idelalisib— uncovered
MITOTIC_SPINDLE0.280Inavolisib— uncovered
GLYCOLYSIS0.270Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.270Inavolisib— uncovered
MTORC1_SIGNALING0.270Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.240Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.230Inavolisib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
COMPLEMENT0.150Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.130Inavolisib— uncovered
PROTEIN_SECRETION0.120Remibrutinib— uncovered
TGF_BETA_SIGNALING0.120Inavolisib— uncovered
SPERMATOGENESIS0.110Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.090Idelalisib— uncovered