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
age_years
75

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • PROTEIN_SECRETION+0.200
  • WNT_BETA_CATENIN_SIGNALING+0.120
  • UNFOLDED_PROTEIN_RESPONSE+0.110
  • SPERMATOGENESIS+0.040
  • COAGULATION+0.020
  • UV_RESPONSE_DN+0.000
  • ANDROGEN_RESPONSE-0.010
  • MITOTIC_SPINDLE-0.010
  • ANGIOGENESIS-0.030
  • BILE_ACID_METABOLISM-0.030

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.430
  • INFLAMMATORY_RESPONSE-0.400
  • INTERFERON_GAMMA_RESPONSE-0.390
  • MYC_TARGETS_V2-0.370
  • TNFA_SIGNALING_VIA_NFKB-0.350
  • ALLOGRAFT_REJECTION-0.320
  • ADIPOGENESIS-0.290
  • MYOGENESIS-0.280
  • OXIDATIVE_PHOSPHORYLATION-0.280
  • UV_RESPONSE_UP-0.270

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.

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

#SampleCancer typeSubtypecos similarity
1MDT-AP-2885
medullo-epn-umap@date-based
MedMedulloblastoma0.873
2TCGA-GU-A42R-01A-11R-A23N-07
bladder-landscape@3
0.862
3SRR8752376
head-neck@1
0.858
4MDT-AP-3246
medullo-epn-umap@date-based
MedMedulloblastoma0.850
5SRR650132
bladder-landscape@3
0.849
6TCGA-A7-A0DC-01A-11R-A00Z-07
breast-umap@18
D0.848
7TCGA-A7-A13G-01A-11R-A13Q-07
breast-umap@18
D0.847
8ed8896f8-24ef-43a4-ace6-ed9353bd11c2
colon-landscapes@1
0.842
9TCGA-A7-A3IZ-01A-11R-A213-07
breast-umap@18
B0.841
10SRR1100872
brain-umap@2
GTEX0.837

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
PROTEIN_SECRETION0.200Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.120Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.110Idelalisib— uncovered
SPERMATOGENESIS0.040Inavolisib— uncovered
COAGULATION0.020Binimetinib— uncovered