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

R36

86059f6b-a4b3-5d90-a684-103e44a2c2a2

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
65
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

  • INTERFERON_ALPHA_RESPONSE+0.630
  • INTERFERON_GAMMA_RESPONSE+0.460
  • WNT_BETA_CATENIN_SIGNALING+0.400
  • ALLOGRAFT_REJECTION+0.350
  • CHOLESTEROL_HOMEOSTASIS+0.260
  • DNA_REPAIR+0.260
  • GLYCOLYSIS+0.240
  • HYPOXIA+0.230
  • IL6_JAK_STAT3_SIGNALING+0.220
  • APOPTOSIS+0.210

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.320
  • UV_RESPONSE_DN-0.310
  • KRAS_SIGNALING_UP-0.220
  • NOTCH_SIGNALING-0.190
  • PROTEIN_SECRETION-0.180
  • ANDROGEN_RESPONSE-0.170
  • ADIPOGENESIS-0.150
  • BILE_ACID_METABOLISM-0.130
  • PEROXISOME-0.130
  • XENOBIOTIC_METABOLISM-0.130

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
1ERR2208966
melanoma-umap@29
0.758
2SRR8613750
breast-umap@18
D0.739
3R178
bladder-landscape@3
0.721
4SJEPD034_D.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.691
5TCGA-A7-A4SD-01A-11R-A266-07
breast-umap@18
E0.689
6TCGA-E2-A573-01A-11R-A29R-07
breast-umap@18
E0.687
7DRR168610
bladder-landscape@3
0.683
8TCGA-E9-A3QA-01A-61R-A22K-07
breast-umap@18
D0.672
9TCGA-05-4398-01A-01R-1206-07
lung-landscapes@6
cohortA10.672
10MNG1088
mng-umap@100
0.658

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.630Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.460Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.400Inavolisib— uncovered
ALLOGRAFT_REJECTION0.350Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.260Remibrutinib— uncovered
DNA_REPAIR0.260Idelalisib— uncovered
GLYCOLYSIS0.240Inavolisib— uncovered
HYPOXIA0.230Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.220Inavolisib— uncovered
APOPTOSIS0.210Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.200Idelalisib— uncovered
MTORC1_SIGNALING0.190Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.180Inavolisib— uncovered
MYC_TARGETS_V20.170Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.170Inavolisib— uncovered
P53_PATHWAY0.160Idelalisib— uncovered
ANGIOGENESIS0.150Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.140Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.120Idelalisib— uncovered
IL2_STAT5_SIGNALING0.110Idelalisib— uncovered