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

MNG1143

9e1242c7-b6ce-5aff-83a3-e0f6f5ae08ed

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

  • PANCREAS_BETA_CELLS+0.534
  • ANGIOGENESIS+0.363
  • KRAS_SIGNALING_DN+0.317
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.313
  • SPERMATOGENESIS+0.311
  • COAGULATION+0.302
  • HYPOXIA+0.191
  • ESTROGEN_RESPONSE_LATE+0.180
  • ESTROGEN_RESPONSE_EARLY+0.173
  • KRAS_SIGNALING_UP+0.149

Top 10 suppressed

  • MYC_TARGETS_V2-0.603
  • OXIDATIVE_PHOSPHORYLATION-0.489
  • UNFOLDED_PROTEIN_RESPONSE-0.466
  • MYC_TARGETS_V1-0.464
  • WNT_BETA_CATENIN_SIGNALING-0.435
  • DNA_REPAIR-0.432
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.410
  • MITOTIC_SPINDLE-0.407
  • ADIPOGENESIS-0.398
  • PROTEIN_SECRETION-0.386

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
1MNG1123
mng-umap@100
0.917
2R415
bladder-landscape@3
0.916
3MNG204
mng-umap@100
0.906
4SRR1516038
bladder-landscape@3
0.901
5MNG860
mng-umap@100
0.901
6SRR1434138
brain-umap@2
GTEX0.900
7MNG1158
mng-umap@100
0.900
8MNG1152
mng-umap@100
0.898
9MNG325
mng-umap@100
0.892
10MNG613
mng-umap@100
0.891

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.534Cobimetinib— uncovered
ANGIOGENESIS0.363Remibrutinib— uncovered
KRAS_SIGNALING_DN0.317Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.313Inavolisib— uncovered
SPERMATOGENESIS0.311Inavolisib— uncovered
COAGULATION0.302Binimetinib— uncovered
HYPOXIA0.191Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.180Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.173Inavolisib— uncovered
KRAS_SIGNALING_UP0.149Inavolisib— uncovered
HEDGEHOG_SIGNALING0.112Inavolisib— uncovered
MYOGENESIS0.088Inavolisib— uncovered
APICAL_SURFACE0.080Temsirolimus— uncovered
XENOBIOTIC_METABOLISM0.028Inavolisib— uncovered
BILE_ACID_METABOLISM0.027Inavolisib— uncovered