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

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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+0.800
  • INTERFERON_GAMMA_RESPONSE+0.700
  • ALLOGRAFT_REJECTION+0.600
  • IL6_JAK_STAT3_SIGNALING+0.600
  • INFLAMMATORY_RESPONSE+0.500
  • COMPLEMENT+0.400
  • TNFA_SIGNALING_VIA_NFKB+0.400
  • APICAL_SURFACE+0.200
  • APOPTOSIS+0.200
  • IL2_STAT5_SIGNALING+0.200

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.500
  • ANGIOGENESIS-0.400
  • MYC_TARGETS_V2-0.400
  • E2F_TARGETS-0.300
  • G2M_CHECKPOINT-0.300
  • MYC_TARGETS_V1-0.300
  • MYOGENESIS-0.300
  • ADIPOGENESIS-0.200
  • ANDROGEN_RESPONSE-0.200
  • APICAL_JUNCTION-0.200

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1ERR2208965
melanoma-umap@29
0.900
2SRR8518215
breast-umap@18
D0.876
3TCGA-62-A46U-01A-11R-A24H-07
lung-landscapes@6
cohortA10.871
4ff12dc45-d7ab-45ae-a049-2d20e3c546b6
melanoma-umap@29
0.857
5TCGA-S3-AA17-01A-11R-A41B-07
breast-umap@18
D0.857
694b2af92-0cfc-40b2-977d-6bd0fa4440d9
melanoma-umap@29
0.856
720090401.Her2HRpos
breast-umap@18
D0.856
8SRR8613763
breast-umap@18
D0.856
93a2b80a5-6937-423a-92bf-9e25a0b23c5b
melanoma-umap@29
0.855
10SRR8518387
breast-umap@18
D0.846

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.800Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.700Idelalisib— uncovered
ALLOGRAFT_REJECTION0.600Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.600Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.500Idelalisib— uncovered
COMPLEMENT0.400Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.400Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
APOPTOSIS0.200Idelalisib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered
P53_PATHWAY0.100Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.100Inavolisib— uncovered