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

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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

  • E2F_TARGETS+0.600
  • MYC_TARGETS_V1+0.600
  • MYC_TARGETS_V2+0.600
  • OXIDATIVE_PHOSPHORYLATION+0.600
  • G2M_CHECKPOINT+0.500
  • CHOLESTEROL_HOMEOSTASIS+0.400
  • DNA_REPAIR+0.400
  • FATTY_ACID_METABOLISM+0.400
  • MTORC1_SIGNALING+0.400
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.400

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.400
  • IL6_JAK_STAT3_SIGNALING-0.400
  • TGF_BETA_SIGNALING-0.400
  • UV_RESPONSE_DN-0.400
  • HEDGEHOG_SIGNALING-0.300
  • INFLAMMATORY_RESPONSE-0.300
  • INTERFERON_ALPHA_RESPONSE-0.300
  • INTERFERON_GAMMA_RESPONSE-0.300
  • KRAS_SIGNALING_DN-0.300
  • KRAS_SIGNALING_UP-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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
14613d81b-e9ba-4c36-96a5-d7c9667b83ec
colon-landscapes@1
0.913
2SRR17866857
colon-landscapes@1
0.886
3fddf611e-f586-49e1-9ee8-8ac853accb9e
colon-landscapes@1
0.881
4AUR-AFUM-TTM1-A-1-1-R-A743-41
breast-umap@18
E0.878
5SRR11296846
colon-landscapes@1
0.875
6SRR975598
colon-landscapes@1
0.872
70acddbbc-6b74-4fdd-903d-f5ec9bfd8514
colon-landscapes@1
0.871
8TCGA-22-5485-01A-01R-1635-07
lung-landscapes@6
cohortSQ20.870
98c76ce45-f110-4f6a-b413-13a1a1aeddef
colon-landscapes@1
0.869
10TCGA-CV-5432-01A-02R-1686-07
head-neck@1
0.868

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.600Inavolisib— uncovered
MYC_TARGETS_V10.600Inavolisib— uncovered
MYC_TARGETS_V20.600Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.600Remibrutinib— uncovered
G2M_CHECKPOINT0.500Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.400Remibrutinib— uncovered
DNA_REPAIR0.400Idelalisib— uncovered
FATTY_ACID_METABOLISM0.400Inavolisib— uncovered
MTORC1_SIGNALING0.400Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.400Inavolisib— uncovered
ADIPOGENESIS0.300Inavolisib— uncovered
GLYCOLYSIS0.300Inavolisib— uncovered
PEROXISOME0.200Idelalisib— uncovered
UV_RESPONSE_UP0.200Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.200Inavolisib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
NOTCH_SIGNALING0.100Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered