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

R239

43419d58-5827-58b0-89f4-bb354083dbdc

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
overall_survival_months
45
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

  • E2F_TARGETS+0.450
  • G2M_CHECKPOINT+0.340
  • FATTY_ACID_METABOLISM+0.300
  • PANCREAS_BETA_CELLS+0.260
  • PEROXISOME+0.260
  • UNFOLDED_PROTEIN_RESPONSE+0.230
  • MYC_TARGETS_V1+0.220
  • PROTEIN_SECRETION+0.210
  • ADIPOGENESIS+0.200
  • OXIDATIVE_PHOSPHORYLATION+0.190

Top 10 suppressed

  • IL6_JAK_STAT3_SIGNALING-0.400
  • ALLOGRAFT_REJECTION-0.370
  • INFLAMMATORY_RESPONSE-0.320
  • TGF_BETA_SIGNALING-0.320
  • TNFA_SIGNALING_VIA_NFKB-0.310
  • COMPLEMENT-0.290
  • INTERFERON_GAMMA_RESPONSE-0.280
  • PI3K_AKT_MTOR_SIGNALING-0.240
  • APICAL_SURFACE-0.230
  • KRAS_SIGNALING_DN-0.230

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
1SRR12202421
bladder-landscape@3
0.886
2DRR168601
bladder-landscape@3
0.870
3TCGA-GV-A3QI-01A-11R-A220-07
bladder-landscape@3
0.867
4R150
bladder-landscape@3
0.853
5R55
bladder-landscape@3
0.845
620040104.LumB
breast-umap@18
B0.844
7SRR1797279
lung-landscapes@6
cohortSC0.843
8SRR1516065
bladder-landscape@3
0.835
9ERR2208893
melanoma-umap@29
0.834
10SRR26320065
bladder-landscape@3
0.834

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.450Inavolisib— uncovered
G2M_CHECKPOINT0.340Inavolisib— uncovered
FATTY_ACID_METABOLISM0.300Inavolisib— uncovered
PANCREAS_BETA_CELLS0.260Cobimetinib— uncovered
PEROXISOME0.260Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.230Idelalisib— uncovered
MYC_TARGETS_V10.220Inavolisib— uncovered
PROTEIN_SECRETION0.210Remibrutinib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.190Remibrutinib— uncovered
BILE_ACID_METABOLISM0.160Inavolisib— uncovered
DNA_REPAIR0.160Idelalisib— uncovered
MITOTIC_SPINDLE0.140Inavolisib— uncovered
SPERMATOGENESIS0.130Inavolisib— uncovered
MTORC1_SIGNALING0.100Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.080Inavolisib— uncovered
HEME_METABOLISM0.070Temsirolimus— uncovered
ANDROGEN_RESPONSE0.010Inavolisib— uncovered