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

TCGA-E2-A572-01A-13R-A31O-07

· B

6e466426-5d68-5c25-a535-88e3ba6cbcdb

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
overall_survival_months
40

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.460
  • INTERFERON_ALPHA_RESPONSE+0.310
  • PANCREAS_BETA_CELLS+0.310
  • FATTY_ACID_METABOLISM+0.280
  • KRAS_SIGNALING_DN+0.280
  • MYOGENESIS+0.270
  • BILE_ACID_METABOLISM+0.210
  • ESTROGEN_RESPONSE_LATE+0.200
  • PEROXISOME+0.190
  • XENOBIOTIC_METABOLISM+0.180

Top 10 suppressed

  • G2M_CHECKPOINT-0.530
  • MITOTIC_SPINDLE-0.530
  • E2F_TARGETS-0.490
  • UV_RESPONSE_DN-0.440
  • TGF_BETA_SIGNALING-0.420
  • PROTEIN_SECRETION-0.400
  • WNT_BETA_CATENIN_SIGNALING-0.400
  • IL6_JAK_STAT3_SIGNALING-0.390
  • TNFA_SIGNALING_VIA_NFKB-0.380
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.370

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-LL-A6FQ-01A-11R-A31O-07
breast-umap@18
B0.914
2TCGA-AQ-A54O-01A-11R-A266-07
breast-umap@18
B0.890
3MNG908
mng-umap@100
0.889
420140057.LumB
breast-umap@18
B0.886
5TCGA-LL-A50Y-01A-11R-A266-07
breast-umap@18
B0.863
6ERR2598282
medullo-epn-umap@date-based
fetalfetal0.859
7TCGA-AC-A3YJ-01A-11R-A22U-07
breast-umap@18
B0.857
8TCGA-GD-A6C6-01A-21R-A31N-07
bladder-landscape@3
0.847
9TCGA-LL-A5YM-01A-11R-A28M-07
breast-umap@18
B0.843
10MDT-AP-2103
medullo-epn-umap@date-based
MedMedulloblastoma0.833

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.460Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.310Inavolisib— uncovered
PANCREAS_BETA_CELLS0.310Cobimetinib— uncovered
FATTY_ACID_METABOLISM0.280Inavolisib— uncovered
KRAS_SIGNALING_DN0.280Remibrutinib— uncovered
MYOGENESIS0.270Inavolisib— uncovered
BILE_ACID_METABOLISM0.210Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.200Idelalisib— uncovered
PEROXISOME0.190Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.180Inavolisib— uncovered
ADIPOGENESIS0.160Inavolisib— uncovered
COAGULATION0.130Binimetinib— uncovered
DNA_REPAIR0.130Idelalisib— uncovered
UV_RESPONSE_UP0.120Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.110Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.090Inavolisib— uncovered
MYC_TARGETS_V20.060Idelalisib— uncovered
GLYCOLYSIS0.010Inavolisib— uncovered
P53_PATHWAY0.010Idelalisib— uncovered