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

R377

99498aae-4ac8-591c-880d-eb75e7371feb

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
93
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

  • TGF_BETA_SIGNALING+0.350
  • PANCREAS_BETA_CELLS+0.280
  • PROTEIN_SECRETION+0.230
  • UV_RESPONSE_DN+0.190
  • KRAS_SIGNALING_UP+0.170
  • P53_PATHWAY+0.140
  • TNFA_SIGNALING_VIA_NFKB+0.140
  • HYPOXIA+0.110
  • ANGIOGENESIS+0.100
  • INTERFERON_ALPHA_RESPONSE+0.070

Top 10 suppressed

  • E2F_TARGETS-0.510
  • G2M_CHECKPOINT-0.440
  • CHOLESTEROL_HOMEOSTASIS-0.340
  • MYC_TARGETS_V2-0.340
  • NOTCH_SIGNALING-0.300
  • MITOTIC_SPINDLE-0.290
  • DNA_REPAIR-0.260
  • PI3K_AKT_MTOR_SIGNALING-0.240
  • SPERMATOGENESIS-0.240
  • UV_RESPONSE_UP-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
1R347
bladder-landscape@3
0.843
2SRR10900594
melanoma-umap@29
0.758
3R352
bladder-landscape@3
0.729
4AUR-AER8-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.728
520020052.LumA
breast-umap@18
A0.715
6SRR10900003
melanoma-umap@29
0.710
7SRR8518163
breast-umap@18
A0.704
8SRR8943020
bladder-landscape@3
0.700
9C3N-03038
lung-landscapes@6
cohortA10.693
10TCGA-44-A47B-01A-11R-A24H-07
lung-landscapes@6
cohortA10.693

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.350Inavolisib— uncovered
PANCREAS_BETA_CELLS0.280Cobimetinib— uncovered
PROTEIN_SECRETION0.230Remibrutinib— uncovered
UV_RESPONSE_DN0.190Inavolisib— uncovered
KRAS_SIGNALING_UP0.170Inavolisib— uncovered
P53_PATHWAY0.140Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.140Inavolisib— uncovered
HYPOXIA0.110Idelalisib— uncovered
ANGIOGENESIS0.100Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.070Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.050Inavolisib— uncovered
KRAS_SIGNALING_DN0.050Remibrutinib— uncovered
HEME_METABOLISM0.030Temsirolimus— uncovered
PEROXISOME0.010Idelalisib— uncovered