Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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MNG786

c28ccb37-974c-5e0e-bb9a-a099ffb50a4e

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+0.346
  • KRAS_SIGNALING_DN+0.316
  • SPERMATOGENESIS+0.169
  • APICAL_SURFACE+0.098
  • ESTROGEN_RESPONSE_EARLY+0.074
  • ESTROGEN_RESPONSE_LATE+0.035
  • COAGULATION-0.009
  • KRAS_SIGNALING_UP-0.035
  • TGF_BETA_SIGNALING-0.039
  • HEDGEHOG_SIGNALING-0.041

Top 10 suppressed

  • MYC_TARGETS_V2-0.615
  • OXIDATIVE_PHOSPHORYLATION-0.615
  • MYC_TARGETS_V1-0.607
  • MTORC1_SIGNALING-0.548
  • DNA_REPAIR-0.542
  • UNFOLDED_PROTEIN_RESPONSE-0.542
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.531
  • INTERFERON_ALPHA_RESPONSE-0.503
  • CHOLESTEROL_HOMEOSTASIS-0.464
  • PROTEIN_SECRETION-0.464

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG1131
mng-umap@100
0.944
2MNG226
mng-umap@100
0.944
3SRR12696743
melanoma-umap@29
0.943
4SRR1516040
bladder-landscape@3
0.943
5MNG225
mng-umap@100
0.943
6SRR650204
bladder-landscape@3
0.942
7BS_CQSAJ7BF
brain-umap@2
DNET0.942
8MNG1231
mng-umap@100
0.940
9SRR1362417
brain-umap@2
GTEX0.939
10BS_23W9EPFE
brain-umap@2
Ganglioglioma0.938

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.346Cobimetinib— uncovered
KRAS_SIGNALING_DN0.316Remibrutinib— uncovered
SPERMATOGENESIS0.169Inavolisib— uncovered
APICAL_SURFACE0.098Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.074Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.035Idelalisib— uncovered