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

b2b4cc41-5760-4463-bcde-16115ceb12c2

02b5205b-c31a-53d9-a234-fc3e6462c4f8

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+0.600
  • DNA_REPAIR+0.400
  • MYC_TARGETS_V2+0.400
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.400
  • CHOLESTEROL_HOMEOSTASIS+0.300
  • FATTY_ACID_METABOLISM+0.300
  • MYC_TARGETS_V1+0.300
  • ADIPOGENESIS+0.200
  • HEME_METABOLISM+0.200
  • INTERFERON_ALPHA_RESPONSE+0.200

Top 10 suppressed

  • ANGIOGENESIS-0.500
  • ALLOGRAFT_REJECTION-0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.400
  • INFLAMMATORY_RESPONSE-0.400
  • KRAS_SIGNALING_UP-0.400
  • IL6_JAK_STAT3_SIGNALING-0.300
  • UV_RESPONSE_DN-0.300
  • APICAL_SURFACE-0.200
  • COMPLEMENT-0.200
  • IL2_STAT5_SIGNALING-0.200

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
1ee24b470-4509-4687-a91e-6d2b967336b9
colon-landscapes@1
0.861
22d83a9e6-da2d-47e1-b2e7-4b07b108f7bd
colon-landscapes@1
0.860
3SRR10900021
melanoma-umap@29
0.854
4TCGA-DK-AA71-01A-31R-A39I-07
bladder-landscape@3
0.844
5TCGA-39-5036-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.843
69f6a2480-748d-414b-be0b-36be34c24037
colon-landscapes@1
0.838
74613d81b-e9ba-4c36-96a5-d7c9667b83ec
colon-landscapes@1
0.833
8BSR_14_0066_A2_S94
breast-umap@18
C0.831
9TCGA-A8-A09E-01A-11R-A00Z-07
breast-umap@18
B0.830
10TCGA-BA-A6DL-01A-21R-A30B-07
head-neck@1
0.827

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.600Remibrutinib— uncovered
DNA_REPAIR0.400Idelalisib— uncovered
MYC_TARGETS_V20.400Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.400Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.300Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.300Inavolisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
HEME_METABOLISM0.200Temsirolimus— uncovered
INTERFERON_ALPHA_RESPONSE0.200Inavolisib— uncovered
PEROXISOME0.200Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.200Inavolisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.200Idelalisib— uncovered
E2F_TARGETS0.100Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.100Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.100Idelalisib— uncovered
G2M_CHECKPOINT0.100Inavolisib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered
MTORC1_SIGNALING0.100Inavolisib— uncovered