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
  • MYOGENESIS+0.200
  • CHOLESTEROL_HOMEOSTASIS+0.100
  • SPERMATOGENESIS+0.100
  • APICAL_JUNCTION+0.000
  • APICAL_SURFACE+0.000
  • BILE_ACID_METABOLISM+0.000
  • ESTROGEN_RESPONSE_LATE+0.000
  • HEDGEHOG_SIGNALING+0.000

Top 10 suppressed

  • PROTEIN_SECRETION-0.600
  • ANDROGEN_RESPONSE-0.500
  • G2M_CHECKPOINT-0.500
  • MITOTIC_SPINDLE-0.500
  • MTORC1_SIGNALING-0.500
  • MYC_TARGETS_V1-0.500
  • TGF_BETA_SIGNALING-0.500
  • UNFOLDED_PROTEIN_RESPONSE-0.500
  • UV_RESPONSE_DN-0.500
  • APOPTOSIS-0.400

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.

3 twins match this tumor's tissue · 7 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1SRR1797231
lung-landscapes@6
cohortSC0.931
2MDT-AP-2026
medullo-epn-umap@date-based
MedMedulloblastoma0.930
312183b9e-ecf0-4eaa-9422-157dfa09a66b
colon-landscapes@1
0.925
4SRR1316535
brain-umap@2
GTEX0.923
5SRR1444460
brain-umap@2
GTEX0.919
6SRR602927
brain-umap@2
GTEX0.915
7SJEPD007_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.915
8SJEPD001520_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.912
94e64826b-fffb-4430-bc34-ea6086e89a0a
melanoma-umap@29
0.911
10SRR1311794
brain-umap@2
GTEX0.909

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 5 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
MYOGENESIS0.200Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered