Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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MNG1156

fd0dea0e-4dad-571f-860b-a8aa7654dd96

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+0.402
  • KRAS_SIGNALING_DN+0.326
  • SPERMATOGENESIS+0.223
  • MYOGENESIS+0.128
  • INTERFERON_GAMMA_RESPONSE+0.071
  • COAGULATION+0.070
  • INTERFERON_ALPHA_RESPONSE+0.047
  • ESTROGEN_RESPONSE_LATE+0.010
  • APICAL_JUNCTION-0.018
  • ESTROGEN_RESPONSE_EARLY-0.047

Top 10 suppressed

  • MYC_TARGETS_V2-0.631
  • OXIDATIVE_PHOSPHORYLATION-0.583
  • MYC_TARGETS_V1-0.560
  • UNFOLDED_PROTEIN_RESPONSE-0.542
  • WNT_BETA_CATENIN_SIGNALING-0.541
  • NOTCH_SIGNALING-0.512
  • DNA_REPAIR-0.479
  • PROTEIN_SECRETION-0.446
  • TGF_BETA_SIGNALING-0.421
  • ADIPOGENESIS-0.417

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
1MNG597
mng-umap@100
0.951
2MNG436
mng-umap@100
0.939
3SRR1366141
brain-umap@2
GTEX0.934
4MNG599
mng-umap@100
0.931
5SRR12696761
melanoma-umap@29
0.930
6MNG1131
mng-umap@100
0.927
708e3d239-3d8a-4eee-9e08-ac2bcb3f2619
melanoma-umap@29
0.926
8MNG1259
mng-umap@100
0.926
9TCGA-CF-A3MF-01A-12R-A21D-07
bladder-landscape@3
0.921
10MNG598
mng-umap@100
0.921

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.402Cobimetinib— uncovered
KRAS_SIGNALING_DN0.326Remibrutinib— uncovered
SPERMATOGENESIS0.223Inavolisib— uncovered
MYOGENESIS0.128Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.071Idelalisib— uncovered
COAGULATION0.070Binimetinib— uncovered
INTERFERON_ALPHA_RESPONSE0.047Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.010Idelalisib— uncovered