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

SAMN03290943

f712889f-199a-5c27-96d7-d006fb587c66

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+0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.400
  • COAGULATION+0.300
  • HEDGEHOG_SIGNALING+0.300
  • APICAL_SURFACE+0.200
  • BILE_ACID_METABOLISM+0.200
  • COMPLEMENT+0.200
  • HYPOXIA+0.200
  • KRAS_SIGNALING_DN+0.200
  • KRAS_SIGNALING_UP+0.200

Top 10 suppressed

  • DNA_REPAIR-0.400
  • MYC_TARGETS_V1-0.400
  • MYC_TARGETS_V2-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.300
  • E2F_TARGETS-0.200
  • G2M_CHECKPOINT-0.200
  • INTERFERON_ALPHA_RESPONSE-0.200
  • NOTCH_SIGNALING-0.200
  • P53_PATHWAY-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
1TCGA-FD-A3SL-01A-21R-A22U-07
bladder-landscape@3
0.857
2MNG313
mng-umap@100
0.849
3TCGA-BT-A20R-01A-12R-A16R-07
bladder-landscape@3
0.823
4TCGA-KQ-A41S-01A-12R-A33J-07
bladder-landscape@3
0.820
5MNG306
mng-umap@100
0.818
6MNG931
mng-umap@100
0.809
7TCGA-55-6981-01A-11R-1949-07
lung-landscapes@6
cohortA10.809
834a7b3e9-caae-48d1-97a4-2bcb00fa2383
colon-landscapes@1
0.808
9SRR5088862
melanoma-umap@29
0.787
10MNG325
mng-umap@100
0.785

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.400Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.400Inavolisib— uncovered
COAGULATION0.300Binimetinib— uncovered
HEDGEHOG_SIGNALING0.300Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
BILE_ACID_METABOLISM0.200Inavolisib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
HYPOXIA0.200Idelalisib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
MYOGENESIS0.200Inavolisib— uncovered
UV_RESPONSE_DN0.200Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.200Inavolisib— uncovered
ALLOGRAFT_REJECTION0.100Idelalisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.100Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.100Idelalisib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered
IL2_STAT5_SIGNALING0.100Idelalisib— uncovered