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

R176

15aa4f79-9ae0-5e8f-ad12-62c582d7de97

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V2+0.410
  • HEME_METABOLISM+0.240
  • DNA_REPAIR+0.230
  • NOTCH_SIGNALING+0.200
  • P53_PATHWAY+0.200
  • UNFOLDED_PROTEIN_RESPONSE+0.180
  • WNT_BETA_CATENIN_SIGNALING+0.160
  • PI3K_AKT_MTOR_SIGNALING+0.140
  • OXIDATIVE_PHOSPHORYLATION+0.110
  • GLYCOLYSIS+0.090

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.470
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.420
  • ANGIOGENESIS-0.380
  • UV_RESPONSE_DN-0.340
  • SPERMATOGENESIS-0.330
  • KRAS_SIGNALING_UP-0.320
  • G2M_CHECKPOINT-0.310
  • E2F_TARGETS-0.290
  • COAGULATION-0.280
  • PANCREAS_BETA_CELLS-0.260

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
1R165
bladder-landscape@3
0.878
2R32
bladder-landscape@3
0.788
3TCGA-94-8491-01A-11R-2326-07
lung-landscapes@6
cohortSQ10.787
4TCGA-95-7948-01A-11R-2187-07
lung-landscapes@6
cohortA10.779
537b95452-c6ab-48f9-abd4-521b33596657
colon-landscapes@1
0.772
6TCGA-DK-A1AG-01A-11R-A13Y-07
bladder-landscape@3
0.771
7SRR12475146
colon-landscapes@1
0.770
8SRR6013506
lung-landscapes@6
cohortA20.761
9DRR168599
bladder-landscape@3
0.750
10MDT-AP-2588
medullo-epn-umap@date-based
MedMedulloblastoma0.735

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
MYC_TARGETS_V20.410Idelalisib— uncovered
HEME_METABOLISM0.240Temsirolimus— uncovered
DNA_REPAIR0.230Idelalisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
P53_PATHWAY0.200Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.180Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.160Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.140Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.110Remibrutinib— uncovered
GLYCOLYSIS0.090Inavolisib— uncovered
PEROXISOME0.060Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.030Inavolisib— uncovered
MYC_TARGETS_V10.020Inavolisib— uncovered
ADIPOGENESIS0.010Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.010Inavolisib— uncovered