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

60bc0507-0349-4154-9db4-8d93b3e8bdf5

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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
age_years
64

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.460
  • HEDGEHOG_SIGNALING+0.390
  • COAGULATION+0.370
  • PANCREAS_BETA_CELLS+0.370
  • ANGIOGENESIS+0.360
  • INTERFERON_ALPHA_RESPONSE+0.360
  • APICAL_JUNCTION+0.320
  • MYOGENESIS+0.210
  • UV_RESPONSE_DN+0.180
  • PROTEIN_SECRETION+0.160

Top 10 suppressed

  • E2F_TARGETS-0.520
  • MYC_TARGETS_V1-0.460
  • MYC_TARGETS_V2-0.450
  • G2M_CHECKPOINT-0.400
  • DNA_REPAIR-0.370
  • CHOLESTEROL_HOMEOSTASIS-0.330
  • MTORC1_SIGNALING-0.280
  • ALLOGRAFT_REJECTION-0.260
  • FATTY_ACID_METABOLISM-0.250
  • OXIDATIVE_PHOSPHORYLATION-0.240

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
1TCGA-97-8547-01A-11R-2403-07
lung-landscapes@6
cohortA10.837
2TCGA-CV-5444-01A-02R-1514-07
head-neck@1
0.823
344eb0b78-9761-4131-b831-85e765a24e6b
colon-landscapes@1
0.814
4TCGA-CN-5361-01A-01R-1436-07
head-neck@1
0.810
5TCGA-IQ-A61J-01A-11R-A30B-07
head-neck@1
0.804
6TCGA-QK-A8Z9-01B-11R-A39I-07
head-neck@1
0.798
7TCGA-44-6147-01A-11R-1755-07
lung-landscapes@6
cohortA10.793
8TCGA-CN-6016-01A-11R-1686-07
head-neck@1
0.793
952a10f37-ee39-4805-908e-b9e35fa983e9
colon-landscapes@1
0.790
10TCGA-05-4405-01A-21R-1858-07
lung-landscapes@6
cohortA10.788

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.460Inavolisib— uncovered
HEDGEHOG_SIGNALING0.390Inavolisib— uncovered
COAGULATION0.370Binimetinib— uncovered
PANCREAS_BETA_CELLS0.370Cobimetinib— uncovered
ANGIOGENESIS0.360Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.360Inavolisib— uncovered
APICAL_JUNCTION0.320Inavolisib— uncovered
MYOGENESIS0.210Inavolisib— uncovered
UV_RESPONSE_DN0.180Inavolisib— uncovered
PROTEIN_SECRETION0.160Remibrutinib— uncovered
BILE_ACID_METABOLISM0.150Inavolisib— uncovered
KRAS_SIGNALING_DN0.150Remibrutinib— uncovered
KRAS_SIGNALING_UP0.150Inavolisib— uncovered
COMPLEMENT0.110Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.100Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.080Inavolisib— uncovered
NOTCH_SIGNALING0.050Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.030Inavolisib— uncovered
HEME_METABOLISM0.020Temsirolimus— uncovered
MITOTIC_SPINDLE0.020Inavolisib— uncovered