Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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MNG959

8c1b3c3c-b9ba-50bb-bf83-c73ce03db190

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

  • KRAS_SIGNALING_DN+0.229
  • PANCREAS_BETA_CELLS+0.190
  • SPERMATOGENESIS+0.116
  • ANGIOGENESIS+0.077
  • ALLOGRAFT_REJECTION-0.017
  • INFLAMMATORY_RESPONSE-0.019
  • APICAL_SURFACE-0.038
  • E2F_TARGETS-0.074
  • WNT_BETA_CATENIN_SIGNALING-0.119
  • COMPLEMENT-0.123

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.566
  • PROTEIN_SECRETION-0.494
  • UNFOLDED_PROTEIN_RESPONSE-0.491
  • CHOLESTEROL_HOMEOSTASIS-0.489
  • ANDROGEN_RESPONSE-0.479
  • MYC_TARGETS_V1-0.464
  • INTERFERON_ALPHA_RESPONSE-0.434
  • HEME_METABOLISM-0.430
  • UV_RESPONSE_DN-0.404
  • MTORC1_SIGNALING-0.398

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
1SRR1452056
brain-umap@2
GTEX0.940
2MNG555
mng-umap@100
0.932
3MNG598
mng-umap@100
0.930
4SRR26320081
bladder-landscape@3
0.925
5SRR26320083
bladder-landscape@3
0.918
6MNG1003
mng-umap@100
0.918
7SRR13311179
bladder-landscape@3
0.917
808e3d239-3d8a-4eee-9e08-ac2bcb3f2619
melanoma-umap@29
0.916
9msclc569389_S35.txt
lung-landscapes@6
cohortMD10.916
10SRR4195666
colon-landscapes@1
0.914

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_DN0.229Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.190Cobimetinib— uncovered
SPERMATOGENESIS0.116Inavolisib— uncovered
ANGIOGENESIS0.077Remibrutinib— uncovered