Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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MNG598

daff88d0-fe17-5e3a-ae89-a45d0ae73be0

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+0.434
  • KRAS_SIGNALING_DN+0.405
  • SPERMATOGENESIS+0.293
  • COAGULATION-0.008
  • MYOGENESIS-0.028
  • APICAL_SURFACE-0.074
  • ANGIOGENESIS-0.099
  • ESTROGEN_RESPONSE_LATE-0.140
  • ESTROGEN_RESPONSE_EARLY-0.141
  • INFLAMMATORY_RESPONSE-0.145

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.603
  • MYC_TARGETS_V1-0.578
  • UNFOLDED_PROTEIN_RESPONSE-0.564
  • PROTEIN_SECRETION-0.563
  • TGF_BETA_SIGNALING-0.542
  • DNA_REPAIR-0.535
  • MYC_TARGETS_V2-0.534
  • ADIPOGENESIS-0.509
  • MTORC1_SIGNALING-0.502
  • INTERFERON_ALPHA_RESPONSE-0.490

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
1MNG555
mng-umap@100
0.985
2msclc569389_S35.txt
lung-landscapes@6
cohortMD10.985
3MNG597
mng-umap@100
0.984
408e3d239-3d8a-4eee-9e08-ac2bcb3f2619
melanoma-umap@29
0.982
5MNG1131
mng-umap@100
0.981
6c7d31245-5d71-4a23-8a33-4f83c4718e20
melanoma-umap@29
0.979
7SRR12696761
melanoma-umap@29
0.975
8MNG1259
mng-umap@100
0.974
9SRR1366141
brain-umap@2
GTEX0.973
10MNG90
mng-umap@100
0.973

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.434Cobimetinib— uncovered
KRAS_SIGNALING_DN0.405Remibrutinib— uncovered
SPERMATOGENESIS0.293Inavolisib— uncovered