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

DRR168581

c22f4d13-744e-5fcd-979f-7a0982617fc4

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

  • E2F_TARGETS+0.470
  • G2M_CHECKPOINT+0.350
  • CHOLESTEROL_HOMEOSTASIS+0.320
  • HYPOXIA+0.290
  • MTORC1_SIGNALING+0.290
  • PANCREAS_BETA_CELLS+0.290
  • PEROXISOME+0.290
  • PROTEIN_SECRETION+0.280
  • GLYCOLYSIS+0.240
  • MYC_TARGETS_V1+0.240

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.420
  • WNT_BETA_CATENIN_SIGNALING-0.390
  • TGF_BETA_SIGNALING-0.360
  • INTERFERON_GAMMA_RESPONSE-0.340
  • HEDGEHOG_SIGNALING-0.200
  • UV_RESPONSE_DN-0.190
  • ANGIOGENESIS-0.170
  • ALLOGRAFT_REJECTION-0.160
  • IL2_STAT5_SIGNALING-0.140
  • OXIDATIVE_PHOSPHORYLATION-0.110

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
1TCGA-D8-A1XJ-01A-11R-A14M-07
breast-umap@18
C0.734
2SRR25617840
breast-umap@18
B0.710
3MNG1229
mng-umap@100
0.692
4TCGA-18-3411-01A-01R-0980-07
lung-landscapes@6
cohortSQ20.692
556218_S133
lung-landscapes@6
cohortSQ10.681
6DRR168513
bladder-landscape@3
0.679
7TCGA-BT-A3PH-01A-11R-A220-07
bladder-landscape@3
0.678
8DRR168587
bladder-landscape@3
0.677
9R397
bladder-landscape@3
0.674
10SRR13311180
bladder-landscape@3
0.673

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.470Inavolisib— uncovered
G2M_CHECKPOINT0.350Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.320Remibrutinib— uncovered
HYPOXIA0.290Idelalisib— uncovered
MTORC1_SIGNALING0.290Inavolisib— uncovered
PANCREAS_BETA_CELLS0.290Cobimetinib— uncovered
PEROXISOME0.290Idelalisib— uncovered
PROTEIN_SECRETION0.280Remibrutinib— uncovered
GLYCOLYSIS0.240Inavolisib— uncovered
MYC_TARGETS_V10.240Inavolisib— uncovered
ANDROGEN_RESPONSE0.230Inavolisib— uncovered
KRAS_SIGNALING_DN0.210Remibrutinib— uncovered
SPERMATOGENESIS0.210Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.160Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.160Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.160Inavolisib— uncovered
APICAL_SURFACE0.150Temsirolimus— uncovered
BILE_ACID_METABOLISM0.150Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.140Idelalisib— uncovered
KRAS_SIGNALING_UP0.140Inavolisib— uncovered