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

MNG756

6428475d-942d-57d5-b716-54f61aa422e8

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

  • ANGIOGENESIS+0.390
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.334
  • PANCREAS_BETA_CELLS+0.325
  • OXIDATIVE_PHOSPHORYLATION+0.320
  • COAGULATION+0.286
  • MYOGENESIS+0.239
  • XENOBIOTIC_METABOLISM+0.238
  • FATTY_ACID_METABOLISM+0.218
  • ADIPOGENESIS+0.198
  • CHOLESTEROL_HOMEOSTASIS+0.192

Top 10 suppressed

  • MITOTIC_SPINDLE-0.570
  • G2M_CHECKPOINT-0.546
  • E2F_TARGETS-0.520
  • PROTEIN_SECRETION-0.388
  • INTERFERON_ALPHA_RESPONSE-0.367
  • UV_RESPONSE_DN-0.362
  • MYC_TARGETS_V2-0.321
  • PI3K_AKT_MTOR_SIGNALING-0.306
  • ANDROGEN_RESPONSE-0.264
  • INTERFERON_GAMMA_RESPONSE-0.260

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-OL-A66N-01A-12R-A31O-07
breast-umap@18
B0.849
2TCGA-AC-A3QP-01A-11R-A22U-07
breast-umap@18
B0.826
3TCGA-KQ-A41P-01A-12R-A33J-07
bladder-landscape@3
0.817
4TCGA-XF-A8HF-01A-11R-A36F-07
bladder-landscape@3
0.816
5TCGA-GM-A5PX-01A-12R-A28M-07
breast-umap@18
A0.803
6TCGA-78-7149-01A-11R-2039-07
lung-landscapes@6
cohortA20.790
7TCGA-DK-A2I1-01A-11R-A180-07
bladder-landscape@3
0.790
8TCGA-Z7-A8R5-01A-42R-A41B-07
breast-umap@18
B0.782
9TCGA-S5-A6DX-01A-11R-A31N-07
bladder-landscape@3
0.773
10TCGA-WT-AB44-01A-11R-A41B-07
breast-umap@18
B0.769

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
ANGIOGENESIS0.390Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.334Inavolisib— uncovered
PANCREAS_BETA_CELLS0.325Cobimetinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.320Remibrutinib— uncovered
COAGULATION0.286Binimetinib— uncovered
MYOGENESIS0.239Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.238Inavolisib— uncovered
FATTY_ACID_METABOLISM0.218Inavolisib— uncovered
ADIPOGENESIS0.198Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.192Remibrutinib— uncovered
KRAS_SIGNALING_DN0.191Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.144Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.114Inavolisib— uncovered
P53_PATHWAY0.078Idelalisib— uncovered
KRAS_SIGNALING_UP0.058Inavolisib— uncovered
BILE_ACID_METABOLISM0.050Inavolisib— uncovered
COMPLEMENT0.048Inavolisib— uncovered
IL2_STAT5_SIGNALING0.034Idelalisib— uncovered
SPERMATOGENESIS0.022Inavolisib— uncovered
UV_RESPONSE_UP0.017Idelalisib— uncovered