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

BSR_07_0008_A3_S73

· B

235f5db2-0486-569d-8bdf-2ff4f405b930

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
B
subtype
B

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ESTROGEN_RESPONSE_LATE+0.370
  • ESTROGEN_RESPONSE_EARLY+0.360
  • OXIDATIVE_PHOSPHORYLATION+0.330
  • ADIPOGENESIS+0.190
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.190
  • FATTY_ACID_METABOLISM+0.180
  • APOPTOSIS+0.160
  • GLYCOLYSIS+0.140
  • APICAL_SURFACE+0.130
  • DNA_REPAIR+0.110

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.350
  • INTERFERON_GAMMA_RESPONSE-0.340
  • ANGIOGENESIS-0.310
  • IL2_STAT5_SIGNALING-0.270
  • ALLOGRAFT_REJECTION-0.220
  • IL6_JAK_STAT3_SIGNALING-0.210
  • KRAS_SIGNALING_UP-0.210
  • ANDROGEN_RESPONSE-0.190
  • TNFA_SIGNALING_VIA_NFKB-0.190
  • E2F_TARGETS-0.170

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
1SRR1313112
breast-umap@18
B0.757
2AUR-AFUP-TTM1-A-1-1-R-A743-41
breast-umap@18
B0.746
3SRR1313117
breast-umap@18
B0.725
4SRR1326179
brain-umap@2
GTEX0.714
59f9dec84-0c2c-4f85-8024-b8fb1de1eb81
colon-landscapes@1
0.710
6486430aa-f745-4353-9e03-6226ac8d9993
melanoma-umap@29
0.704
7MNG1112
mng-umap@100
0.703
8TCGA-D8-A1JI-01A-11R-A13Q-07
breast-umap@18
B0.692
9TCGA-E2-A106-01A-11R-A10J-07
breast-umap@18
B0.690
1020040108.LumA
breast-umap@18
B0.685

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ESTROGEN_RESPONSE_LATE0.370Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.360Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.330Remibrutinib— uncovered
ADIPOGENESIS0.190Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.190Inavolisib— uncovered
FATTY_ACID_METABOLISM0.180Inavolisib— uncovered
APOPTOSIS0.160Idelalisib— uncovered
GLYCOLYSIS0.140Inavolisib— uncovered
APICAL_SURFACE0.130Temsirolimus— uncovered
DNA_REPAIR0.110Idelalisib— uncovered
PROTEIN_SECRETION0.090Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.080Inavolisib— uncovered
APICAL_JUNCTION0.050Inavolisib— uncovered
PEROXISOME0.050Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.040Remibrutinib— uncovered
COAGULATION0.020Binimetinib— uncovered
MITOTIC_SPINDLE0.020Inavolisib— uncovered
MTORC1_SIGNALING0.010Inavolisib— uncovered