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

3d6b96fa-5efa-4c8a-9a12-2718304252d4

a359534a-12e1-51e7-a991-8db441217773

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
age_years
67

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+0.580
  • OXIDATIVE_PHOSPHORYLATION+0.500
  • CHOLESTEROL_HOMEOSTASIS+0.460
  • P53_PATHWAY+0.430
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.430
  • MYC_TARGETS_V1+0.400
  • UNFOLDED_PROTEIN_RESPONSE+0.360
  • FATTY_ACID_METABOLISM+0.350
  • GLYCOLYSIS+0.340
  • MTORC1_SIGNALING+0.340

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.350
  • HEDGEHOG_SIGNALING-0.320
  • UV_RESPONSE_DN-0.290
  • ALLOGRAFT_REJECTION-0.280
  • INTERFERON_ALPHA_RESPONSE-0.220
  • INTERFERON_GAMMA_RESPONSE-0.220
  • INFLAMMATORY_RESPONSE-0.200
  • PANCREAS_BETA_CELLS-0.180
  • IL6_JAK_STAT3_SIGNALING-0.170
  • SPERMATOGENESIS-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
1DRR168575
bladder-landscape@3
0.871
2395e165c-8e84-4203-af1e-f7e1f17d2edd
colon-landscapes@1
0.827
3MNG738
mng-umap@100
0.824
48c76ce45-f110-4f6a-b413-13a1a1aeddef
colon-landscapes@1
0.815
5TCGA-ZF-AA5N-01A-11R-A42T-07
bladder-landscape@3
0.813
6TCGA-90-7769-01A-11R-2125-07
lung-landscapes@6
cohortSQ20.804
7SRR1516057
bladder-landscape@3
0.801
8SRR8392893
lung-landscapes@6
cohortSQ20.797
9SRR1516051
bladder-landscape@3
0.797
10TCGA-IQ-7632-01A-11R-2081-07
head-neck@1
0.796

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.580Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.500Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.460Remibrutinib— uncovered
P53_PATHWAY0.430Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.430Inavolisib— uncovered
MYC_TARGETS_V10.400Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.360Idelalisib— uncovered
FATTY_ACID_METABOLISM0.350Inavolisib— uncovered
GLYCOLYSIS0.340Inavolisib— uncovered
MTORC1_SIGNALING0.340Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.330Inavolisib— uncovered
ADIPOGENESIS0.320Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.300Inavolisib— uncovered
HEME_METABOLISM0.290Temsirolimus— uncovered
ESTROGEN_RESPONSE_LATE0.280Idelalisib— uncovered
HYPOXIA0.260Idelalisib— uncovered
UV_RESPONSE_UP0.260Idelalisib— uncovered
PEROXISOME0.250Idelalisib— uncovered
DNA_REPAIR0.230Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.230Inavolisib— uncovered