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

DRR168513

b96bd88b-e1e4-50e6-bd00-8c1af878accb

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
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.390
  • PANCREAS_BETA_CELLS+0.360
  • ESTROGEN_RESPONSE_LATE+0.350
  • FATTY_ACID_METABOLISM+0.290
  • SPERMATOGENESIS+0.280
  • G2M_CHECKPOINT+0.260
  • CHOLESTEROL_HOMEOSTASIS+0.230
  • ESTROGEN_RESPONSE_EARLY+0.220
  • BILE_ACID_METABOLISM+0.210
  • XENOBIOTIC_METABOLISM+0.200

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.450
  • TGF_BETA_SIGNALING-0.420
  • HEDGEHOG_SIGNALING-0.380
  • WNT_BETA_CATENIN_SIGNALING-0.380
  • APICAL_JUNCTION-0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.290
  • NOTCH_SIGNALING-0.290
  • ANGIOGENESIS-0.280
  • MYC_TARGETS_V2-0.280
  • INTERFERON_GAMMA_RESPONSE-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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR13311166
bladder-landscape@3
0.717
2EPT0562
medullo-epn-umap@date-based
EPNEPN Tumor0.710
3R286
bladder-landscape@3
0.695
4TCGA-BB-4227-01A-01R-1873-07
head-neck@1
0.686
5TCGA-B6-A0IA-01A-11R-A034-07
breast-umap@18
B0.683
6DRR168581
bladder-landscape@3
0.679
7GSM5359440
bladder-landscape@3
0.677
8SRR23303742
bladder-landscape@3
0.672
9SRR2932844
head-neck@1
0.672
10SRR2932846
head-neck@1
0.667

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.390Inavolisib— uncovered
PANCREAS_BETA_CELLS0.360Cobimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.350Idelalisib— uncovered
FATTY_ACID_METABOLISM0.290Inavolisib— uncovered
SPERMATOGENESIS0.280Inavolisib— uncovered
G2M_CHECKPOINT0.260Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.230Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.220Inavolisib— uncovered
BILE_ACID_METABOLISM0.210Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.200Inavolisib— uncovered
MTORC1_SIGNALING0.190Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.180Remibrutinib— uncovered
PEROXISOME0.180Idelalisib— uncovered
ANDROGEN_RESPONSE0.170Inavolisib— uncovered
P53_PATHWAY0.120Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.110Inavolisib— uncovered
UV_RESPONSE_UP0.110Idelalisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
APICAL_SURFACE0.090Temsirolimus— uncovered
APOPTOSIS0.090Idelalisib— uncovered