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

s0122214

39c29ffc-ecf1-5f85-8008-71972315d43e

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

  • G2M_CHECKPOINT+0.400
  • MITOTIC_SPINDLE+0.400
  • E2F_TARGETS+0.300
  • PANCREAS_BETA_CELLS+0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.200
  • HEDGEHOG_SIGNALING+0.200
  • SPERMATOGENESIS+0.200
  • UV_RESPONSE_DN+0.200
  • WNT_BETA_CATENIN_SIGNALING+0.200
  • ANGIOGENESIS+0.100

Top 10 suppressed

  • INTERFERON_GAMMA_RESPONSE-0.600
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.600
  • ALLOGRAFT_REJECTION-0.500
  • INFLAMMATORY_RESPONSE-0.500
  • INTERFERON_ALPHA_RESPONSE-0.500
  • OXIDATIVE_PHOSPHORYLATION-0.500
  • ADIPOGENESIS-0.400
  • APICAL_SURFACE-0.400
  • CHOLESTEROL_HOMEOSTASIS-0.400
  • COMPLEMENT-0.400

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
1SRR2932838
head-neck@1
0.933
2TCGA-AC-A2QH-01B-04R-A22O-07
breast-umap@18
D0.931
3ERR2208889
melanoma-umap@29
0.909
4TCGA-63-A5MW-01A-11R-A26W-07
lung-landscapes@6
cohortMD10.896
50918cbd5-edd0-41c8-8b67-677f35ad4611
melanoma-umap@29
0.891
6TCGA-CR-7370-01A-11R-2132-07
head-neck@1
0.888
7SRR10899974
melanoma-umap@29
0.878
8b0be4742-ccb7-48e2-b756-0c384321114e
melanoma-umap@29
0.876
9ERR2208903
melanoma-umap@29
0.875
10SRR6013547
lung-landscapes@6
cohortMD10.869

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.400Inavolisib— uncovered
MITOTIC_SPINDLE0.400Inavolisib— uncovered
E2F_TARGETS0.300Inavolisib— uncovered
PANCREAS_BETA_CELLS0.300Cobimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.200Inavolisib— uncovered
HEDGEHOG_SIGNALING0.200Inavolisib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
UV_RESPONSE_DN0.200Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
ANGIOGENESIS0.100Remibrutinib— uncovered
TGF_BETA_SIGNALING0.100Inavolisib— uncovered