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

DRR168512

968c6ff6-87b2-5c01-bca0-857562801ba3

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

  • INTERFERON_ALPHA_RESPONSE+0.620
  • PROTEIN_SECRETION+0.430
  • INTERFERON_GAMMA_RESPONSE+0.390
  • TGF_BETA_SIGNALING+0.340
  • ANDROGEN_RESPONSE+0.180
  • UV_RESPONSE_DN+0.150
  • MYC_TARGETS_V1+0.100
  • OXIDATIVE_PHOSPHORYLATION+0.100
  • PI3K_AKT_MTOR_SIGNALING+0.080
  • PEROXISOME+0.060

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.380
  • MYOGENESIS-0.360
  • MYC_TARGETS_V2-0.330
  • ALLOGRAFT_REJECTION-0.320
  • COAGULATION-0.290
  • IL2_STAT5_SIGNALING-0.260
  • WNT_BETA_CATENIN_SIGNALING-0.250
  • BILE_ACID_METABOLISM-0.240
  • E2F_TARGETS-0.240
  • ANGIOGENESIS-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
1R324
bladder-landscape@3
0.812
2TCGA-E9-A1RD-01A-11R-A157-07
breast-umap@18
B0.769
3SRR23303762
bladder-landscape@3
0.767
4R191
bladder-landscape@3
0.753
5R337
bladder-landscape@3
0.743
6SRR12202456
bladder-landscape@3
0.721
7SRR1516087
bladder-landscape@3
0.718
8SRR1797292
lung-landscapes@6
cohortSC0.715
9TCGA-4Z-AA89-01A-11R-A39I-07
bladder-landscape@3
0.713
10ULC0409T_S43
lung-landscapes@6
cohortA10.708

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.620Inavolisib— uncovered
PROTEIN_SECRETION0.430Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.390Idelalisib— uncovered
TGF_BETA_SIGNALING0.340Inavolisib— uncovered
ANDROGEN_RESPONSE0.180Inavolisib— uncovered
UV_RESPONSE_DN0.150Inavolisib— uncovered
MYC_TARGETS_V10.100Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.100Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.080Inavolisib— uncovered
PEROXISOME0.060Idelalisib— uncovered
HEME_METABOLISM0.050Temsirolimus— uncovered
ADIPOGENESIS0.010Inavolisib— uncovered