Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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MNG1271

26a6b2b3-5fa6-5946-bf66-874485ee88f5

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

  • MITOTIC_SPINDLE+0.025
  • PI3K_AKT_MTOR_SIGNALING+0.024
  • KRAS_SIGNALING_DN+0.003
  • SPERMATOGENESIS-0.028
  • DNA_REPAIR-0.038
  • HEME_METABOLISM-0.042
  • BILE_ACID_METABOLISM-0.060
  • MYC_TARGETS_V2-0.063
  • APICAL_JUNCTION-0.071
  • P53_PATHWAY-0.096

Top 10 suppressed

  • ANGIOGENESIS-0.512
  • HEDGEHOG_SIGNALING-0.491
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.439
  • ANDROGEN_RESPONSE-0.393
  • CHOLESTEROL_HOMEOSTASIS-0.389
  • NOTCH_SIGNALING-0.380
  • HYPOXIA-0.354
  • TNFA_SIGNALING_VIA_NFKB-0.335
  • UV_RESPONSE_DN-0.328
  • ALLOGRAFT_REJECTION-0.322

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR23303775
bladder-landscape@3
0.917
2SRR650134
bladder-landscape@3
0.914
320050097.LumA
breast-umap@18
B0.891
4SRR1313108
breast-umap@18
B0.891
5TCGA-L9-A7SV-01A-11R-A39D-07
lung-landscapes@6
cohortA10.890
6SRR607967
brain-umap@2
GTEX0.888
7SRR1328960
brain-umap@2
GTEX0.887
8SRR1467255
brain-umap@2
GTEX0.886
9SRR1313096
breast-umap@18
B0.885
10SRR627433
brain-umap@2
GTEX0.885

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
MITOTIC_SPINDLE0.025Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.024Inavolisib— uncovered
KRAS_SIGNALING_DN0.003Remibrutinib— uncovered