Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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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+0.400
  • PANCREAS_BETA_CELLS+0.300
  • SPERMATOGENESIS+0.300
  • COAGULATION+0.000
  • MYOGENESIS+0.000
  • APICAL_SURFACE-0.100
  • BILE_ACID_METABOLISM-0.100
  • ESTROGEN_RESPONSE_LATE-0.100
  • KRAS_SIGNALING_UP-0.100
  • ALLOGRAFT_REJECTION-0.200

Top 10 suppressed

  • MYC_TARGETS_V1-0.700
  • DNA_REPAIR-0.600
  • MITOTIC_SPINDLE-0.600
  • MTORC1_SIGNALING-0.600
  • MYC_TARGETS_V2-0.600
  • OXIDATIVE_PHOSPHORYLATION-0.600
  • PROTEIN_SECRETION-0.600
  • UNFOLDED_PROTEIN_RESPONSE-0.600
  • ADIPOGENESIS-0.500
  • ANDROGEN_RESPONSE-0.500

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
0.990
2TCGA-CF-A3MF-01A-12R-A21D-07
bladder-landscape@3
0.985
3c7d31245-5d71-4a23-8a33-4f83c4718e20
melanoma-umap@29
0.984
4MNG1246
mng-umap@100
0.983
5MNG598
mng-umap@100
0.982
68ad884fa-e426-4bc0-960d-08db42d341da
melanoma-umap@29
0.982
7msclc569389_S35.txt
lung-landscapes@6
cohortMD10.980
8MNG1259
mng-umap@100
0.979
9SRR12696761
melanoma-umap@29
0.978
10SRR1366141
brain-umap@2
GTEX0.978

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
KRAS_SIGNALING_DN0.400Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.300Cobimetinib— uncovered
SPERMATOGENESIS0.300Inavolisib— uncovered