Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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MNG1126

8cf9c4bb-be97-5e87-8d35-32ab9a0d0aa5

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+0.409
  • KRAS_SIGNALING_DN+0.251
  • SPERMATOGENESIS+0.230
  • ALLOGRAFT_REJECTION+0.212
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.062
  • KRAS_SIGNALING_UP+0.011
  • APICAL_SURFACE+0.010
  • COAGULATION+0.000
  • INFLAMMATORY_RESPONSE-0.013
  • COMPLEMENT-0.060

Top 10 suppressed

  • MYC_TARGETS_V2-0.568
  • OXIDATIVE_PHOSPHORYLATION-0.492
  • MYC_TARGETS_V1-0.487
  • UNFOLDED_PROTEIN_RESPONSE-0.485
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.482
  • DNA_REPAIR-0.469
  • NOTCH_SIGNALING-0.468
  • PROTEIN_SECRETION-0.467
  • ADIPOGENESIS-0.445
  • MITOTIC_SPINDLE-0.408

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG597
mng-umap@100
0.955
2MNG1131
mng-umap@100
0.955
3MNG90
mng-umap@100
0.952
4MDT-AP-1143
medullo-epn-umap@date-based
MedMedulloblastoma0.946
5MNG1118
mng-umap@100
0.946
6MNG436
mng-umap@100
0.945
7MNG1142
mng-umap@100
0.944
8SRR1413454
brain-umap@2
GTEX0.941
9MNG1259
mng-umap@100
0.941
10SRR8942979
bladder-landscape@3
0.940

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.409Cobimetinib— uncovered
KRAS_SIGNALING_DN0.251Remibrutinib— uncovered
SPERMATOGENESIS0.230Inavolisib— uncovered
ALLOGRAFT_REJECTION0.212Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.062Inavolisib— uncovered
KRAS_SIGNALING_UP0.011Inavolisib— uncovered
APICAL_SURFACE0.010Temsirolimus— uncovered