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

486430aa-f745-4353-9e03-6226ac8d9993

ae15f8ee-d459-5d4d-9da6-c53af4058752

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.500
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.400
  • FATTY_ACID_METABOLISM+0.300
  • GLYCOLYSIS+0.300
  • ADIPOGENESIS+0.200
  • BILE_ACID_METABOLISM+0.200
  • CHOLESTEROL_HOMEOSTASIS+0.200
  • PEROXISOME+0.200
  • XENOBIOTIC_METABOLISM+0.200
  • DNA_REPAIR+0.100

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.500
  • ANGIOGENESIS-0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.400
  • IL6_JAK_STAT3_SIGNALING-0.400
  • UV_RESPONSE_DN-0.400
  • G2M_CHECKPOINT-0.300
  • INFLAMMATORY_RESPONSE-0.300
  • INTERFERON_GAMMA_RESPONSE-0.300
  • KRAS_SIGNALING_UP-0.300
  • MITOTIC_SPINDLE-0.300

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG908
mng-umap@100
0.808
2MDT-AP-2103
medullo-epn-umap@date-based
MedMedulloblastoma0.807
3SRR1440517
brain-umap@2
GTEX0.806
4TCGA-D8-A1JS-01A-11R-A13Q-07
breast-umap@18
B0.806
5TCGA-B6-A0IB-01A-11R-A034-07
breast-umap@18
B0.804
6SRR25043618
head-neck@1
0.803
7SRR1401276
brain-umap@2
GTEX0.802
8TCGA-A7-A3RF-01A-11R-A22K-07
breast-umap@18
B0.801
9SRR1413959
brain-umap@2
GTEX0.800
10TCGA-49-4486-01A-01R-1206-07
lung-landscapes@6
cohortA20.799

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.500Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.400Inavolisib— uncovered
FATTY_ACID_METABOLISM0.300Inavolisib— uncovered
GLYCOLYSIS0.300Inavolisib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
BILE_ACID_METABOLISM0.200Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
PEROXISOME0.200Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.200Inavolisib— uncovered
DNA_REPAIR0.100Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.100Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.100Idelalisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
KRAS_SIGNALING_DN0.100Remibrutinib— uncovered
MTORC1_SIGNALING0.100Inavolisib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered
UV_RESPONSE_UP0.100Idelalisib— uncovered