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

ERR4976610

· E

df6e5a25-9dc2-5f1d-ab69-ea6bc1603ef6

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
E
subtype
E
overall_survival_months
102

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PANCREAS_BETA_CELLS+0.410
  • ANGIOGENESIS+0.260
  • SPERMATOGENESIS+0.240
  • MYOGENESIS+0.190
  • KRAS_SIGNALING_DN+0.160
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.130
  • G2M_CHECKPOINT+0.090
  • COAGULATION+0.050
  • UV_RESPONSE_DN+0.050
  • BILE_ACID_METABOLISM+0.040

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.500
  • INTERFERON_GAMMA_RESPONSE-0.440
  • MYC_TARGETS_V2-0.430
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.430
  • DNA_REPAIR-0.340
  • OXIDATIVE_PHOSPHORYLATION-0.330
  • TNFA_SIGNALING_VIA_NFKB-0.330
  • INFLAMMATORY_RESPONSE-0.320
  • NOTCH_SIGNALING-0.310
  • CHOLESTEROL_HOMEOSTASIS-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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR12696783
melanoma-umap@29
0.848
2SRR12202443
bladder-landscape@3
0.835
3SRR1516070
bladder-landscape@3
0.831
4TCGA-CN-A49A-01A-11R-A24H-07
head-neck@1
0.830
5SRR12202470
bladder-landscape@3
0.830
6TCGA-WA-A7H4-01A-21R-A34R-07
head-neck@1
0.829
7MNG35
mng-umap@100
0.829
8266352
medullo-epn-umap@date-based
EPNEPN Tumor0.824
9MNG1289
mng-umap@100
0.819
10MNG284
mng-umap@100
0.813

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.410Cobimetinib— uncovered
ANGIOGENESIS0.260Remibrutinib— uncovered
SPERMATOGENESIS0.240Inavolisib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
KRAS_SIGNALING_DN0.160Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.130Inavolisib— uncovered
G2M_CHECKPOINT0.090Inavolisib— uncovered
COAGULATION0.050Binimetinib— uncovered
UV_RESPONSE_DN0.050Inavolisib— uncovered
BILE_ACID_METABOLISM0.040Inavolisib— uncovered