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

DRR168555

d6a2add6-ec39-5a48-8c38-2992b2785b32

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
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.500
  • HEDGEHOG_SIGNALING+0.480
  • MYOGENESIS+0.480
  • TNFA_SIGNALING_VIA_NFKB+0.420
  • IL6_JAK_STAT3_SIGNALING+0.350
  • ALLOGRAFT_REJECTION+0.340
  • ANGIOGENESIS+0.340
  • APICAL_JUNCTION+0.330
  • INFLAMMATORY_RESPONSE+0.320
  • WNT_BETA_CATENIN_SIGNALING+0.290

Top 10 suppressed

  • PROTEIN_SECRETION-0.540
  • MYC_TARGETS_V1-0.490
  • OXIDATIVE_PHOSPHORYLATION-0.470
  • E2F_TARGETS-0.430
  • MTORC1_SIGNALING-0.350
  • G2M_CHECKPOINT-0.330
  • FATTY_ACID_METABOLISM-0.290
  • MYC_TARGETS_V2-0.270
  • GLYCOLYSIS-0.260
  • PEROXISOME-0.260

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
1R52
bladder-landscape@3
0.931
2TCGA-AC-A3W6-01A-12R-A22K-07
breast-umap@18
A0.927
3SRR23303731
bladder-landscape@3
0.919
4SRR35579837
breast-umap@18
D0.914
5AUR-AER2-TTM3-A-1-1-R-A742-41
breast-umap@18
D0.910
6TCGA-C8-A8HR-01A-11R-A36F-07
breast-umap@18
A0.909
7TCGA-XX-A899-01A-11R-A36F-07
breast-umap@18
A0.901
8TCGA-78-8648-01A-11R-2403-07
lung-landscapes@6
cohortMD20.898
9f22cfa82-a346-4fed-bc81-21a29bf990ee
colon-landscapes@1
0.893
10TCGA-LL-A440-01A-11R-A24H-07
breast-umap@18
A0.891

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.500Inavolisib— uncovered
HEDGEHOG_SIGNALING0.480Inavolisib— uncovered
MYOGENESIS0.480Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.420Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.350Inavolisib— uncovered
ALLOGRAFT_REJECTION0.340Idelalisib— uncovered
ANGIOGENESIS0.340Remibrutinib— uncovered
APICAL_JUNCTION0.330Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.320Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.290Inavolisib— uncovered
IL2_STAT5_SIGNALING0.260Idelalisib— uncovered
TGF_BETA_SIGNALING0.250Inavolisib— uncovered
COAGULATION0.240Binimetinib— uncovered
COMPLEMENT0.240Inavolisib— uncovered
PANCREAS_BETA_CELLS0.240Cobimetinib— uncovered
HYPOXIA0.230Idelalisib— uncovered
UV_RESPONSE_DN0.220Inavolisib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.180Idelalisib— uncovered
APOPTOSIS0.150Idelalisib— uncovered