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

DRR168528

9e34ba4b-44ec-5e5d-bc57-5100ff42852b

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+0.520
  • G2M_CHECKPOINT+0.370
  • SPERMATOGENESIS+0.270
  • PEROXISOME+0.260
  • APICAL_SURFACE+0.240
  • BILE_ACID_METABOLISM+0.210
  • CHOLESTEROL_HOMEOSTASIS+0.180
  • MYC_TARGETS_V2+0.160
  • MYC_TARGETS_V1+0.150
  • FATTY_ACID_METABOLISM+0.110

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.510
  • IL6_JAK_STAT3_SIGNALING-0.440
  • ALLOGRAFT_REJECTION-0.380
  • TNFA_SIGNALING_VIA_NFKB-0.370
  • WNT_BETA_CATENIN_SIGNALING-0.360
  • COMPLEMENT-0.320
  • P53_PATHWAY-0.320
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.310
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.290
  • INFLAMMATORY_RESPONSE-0.280

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
1SRR12202476
bladder-landscape@3
0.854
2SRR8943022
bladder-landscape@3
0.846
3SRR8518130
breast-umap@18
E0.814
4BS_YEW22W35
brain-umap@2
high-grade glioma0.814
5SRR26320088
bladder-landscape@3
0.813
6SRR23303756
bladder-landscape@3
0.810
7SRR650147
bladder-landscape@3
0.807
8TCGA-A7-A4SF-01A-11R-A266-07
breast-umap@18
B0.799
9DRR168522
bladder-landscape@3
0.799
10SRR1516068
bladder-landscape@3
0.796

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
E2F_TARGETS0.520Inavolisib— uncovered
G2M_CHECKPOINT0.370Inavolisib— uncovered
SPERMATOGENESIS0.270Inavolisib— uncovered
PEROXISOME0.260Idelalisib— uncovered
APICAL_SURFACE0.240Temsirolimus— uncovered
BILE_ACID_METABOLISM0.210Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.180Remibrutinib— uncovered
MYC_TARGETS_V20.160Idelalisib— uncovered
MYC_TARGETS_V10.150Inavolisib— uncovered
FATTY_ACID_METABOLISM0.110Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.080Inavolisib— uncovered
ADIPOGENESIS0.050Inavolisib— uncovered
KRAS_SIGNALING_DN0.040Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.030Idelalisib— uncovered
DNA_REPAIR0.020Idelalisib— uncovered