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

c353cc16-2e98-48ac-8416-49f1532466f7

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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

  • INTERFERON_ALPHA_RESPONSE+0.500
  • PROTEIN_SECRETION+0.500
  • ANDROGEN_RESPONSE+0.400
  • E2F_TARGETS+0.400
  • G2M_CHECKPOINT+0.400
  • INTERFERON_GAMMA_RESPONSE+0.400
  • MTORC1_SIGNALING+0.400
  • OXIDATIVE_PHOSPHORYLATION+0.400
  • ADIPOGENESIS+0.300
  • ALLOGRAFT_REJECTION+0.300

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.300
  • ANGIOGENESIS-0.200
  • COAGULATION-0.200
  • APICAL_SURFACE-0.100
  • APOPTOSIS-0.100
  • BILE_ACID_METABOLISM-0.100
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.100
  • ESTROGEN_RESPONSE_LATE-0.100
  • HEDGEHOG_SIGNALING-0.100
  • P53_PATHWAY-0.100

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
1MNG1200
mng-umap@100
0.872
2MNG533
mng-umap@100
0.840
3R190
bladder-landscape@3
0.831
4R427
bladder-landscape@3
0.825
5R315
bladder-landscape@3
0.823
64c67fdfb-4b74-46c4-9021-0b5317207db5
melanoma-umap@29
0.821
757AA1143-0FA1-4197-8CBE-517F6B885753
brain-umap@2
0.808
8TCGA-22-5492-01A-01R-1635-07
lung-landscapes@6
cohortSQ10.808
9BS_2EN3X6HB
brain-umap@2
high-grade glioma0.802
10SRR934830
brain-umap@2
0.799

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.500Inavolisib— uncovered
PROTEIN_SECRETION0.500Remibrutinib— uncovered
ANDROGEN_RESPONSE0.400Inavolisib— uncovered
E2F_TARGETS0.400Inavolisib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.400Idelalisib— uncovered
MTORC1_SIGNALING0.400Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.400Remibrutinib— uncovered
ADIPOGENESIS0.300Inavolisib— uncovered
ALLOGRAFT_REJECTION0.300Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.300Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.300Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.300Idelalisib— uncovered
UV_RESPONSE_DN0.300Inavolisib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
GLYCOLYSIS0.200Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.200Idelalisib— uncovered