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

R365

d6c5428e-9c11-5962-a50a-2da05018938e

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
101
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

  • ANGIOGENESIS+0.440
  • TGF_BETA_SIGNALING+0.420
  • P53_PATHWAY+0.350
  • APICAL_JUNCTION+0.310
  • HYPOXIA+0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.290
  • INTERFERON_ALPHA_RESPONSE+0.290
  • TNFA_SIGNALING_VIA_NFKB+0.280
  • APICAL_SURFACE+0.230
  • HEDGEHOG_SIGNALING+0.190

Top 10 suppressed

  • E2F_TARGETS-0.610
  • G2M_CHECKPOINT-0.550
  • MYC_TARGETS_V1-0.330
  • MYC_TARGETS_V2-0.230
  • SPERMATOGENESIS-0.210
  • ALLOGRAFT_REJECTION-0.200
  • MTORC1_SIGNALING-0.180
  • MITOTIC_SPINDLE-0.170
  • OXIDATIVE_PHOSPHORYLATION-0.170
  • PEROXISOME-0.160

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
1SRR2932823
head-neck@1
0.860
2TCGA-FD-A3SQ-01A-21R-A22U-07
bladder-landscape@3
0.841
31af0bfa7-8beb-499f-a658-ed1dd9fdb701
melanoma-umap@29
0.835
4R66
bladder-landscape@3
0.818
5JHH2_LIVER
ccle-hcc@v2024.1
HCC0.812
6TCGA-E2-A153-01A-12R-A12D-07
breast-umap@18
A0.811
7b65a6759-a9a4-4740-a9e3-962771dd9954
melanoma-umap@29
0.800
8SRR13311162
bladder-landscape@3
0.796
9SRR6013577
lung-landscapes@6
cohortA10.785
10TCGA-A1-A0SD-01A-11R-A115-07
breast-umap@18
A0.782

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.440Remibrutinib— uncovered
TGF_BETA_SIGNALING0.420Inavolisib— uncovered
P53_PATHWAY0.350Idelalisib— uncovered
APICAL_JUNCTION0.310Inavolisib— uncovered
HYPOXIA0.300Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.290Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.290Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.280Inavolisib— uncovered
APICAL_SURFACE0.230Temsirolimus— uncovered
HEDGEHOG_SIGNALING0.190Inavolisib— uncovered
UV_RESPONSE_DN0.190Inavolisib— uncovered
APOPTOSIS0.180Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.180Inavolisib— uncovered
NOTCH_SIGNALING0.180Inavolisib— uncovered
PROTEIN_SECRETION0.170Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.160Idelalisib— uncovered
COAGULATION0.150Binimetinib— uncovered
MYOGENESIS0.150Inavolisib— uncovered
GLYCOLYSIS0.120Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.060Idelalisib— uncovered