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

TCGA-FD-A5BZ-01A-11R-A28M-07

2b657c18-53cb-540b-b486-3389426e61c9

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
27.43101183
os_event
true
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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.630
  • ANGIOGENESIS+0.460
  • UV_RESPONSE_DN+0.420
  • TGF_BETA_SIGNALING+0.380
  • APICAL_JUNCTION+0.370
  • HEDGEHOG_SIGNALING+0.340
  • COAGULATION+0.300
  • MYOGENESIS+0.300
  • KRAS_SIGNALING_UP+0.260
  • ESTROGEN_RESPONSE_EARLY+0.240

Top 10 suppressed

  • MYC_TARGETS_V1-0.460
  • E2F_TARGETS-0.440
  • ALLOGRAFT_REJECTION-0.400
  • G2M_CHECKPOINT-0.400
  • MYC_TARGETS_V2-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.330
  • MTORC1_SIGNALING-0.200
  • PANCREAS_BETA_CELLS-0.200
  • SPERMATOGENESIS-0.200
  • IL6_JAK_STAT3_SIGNALING-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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-86-6562-01A-11R-1755-07
lung-landscapes@6
cohortA10.864
2TCGA-EW-A1PF-01A-11R-A144-07
breast-umap@18
A0.858
3TCGA-D8-A146-01A-31R-A115-07
breast-umap@18
A0.858
4TCGA-A1-A0SH-01A-11R-A084-07
breast-umap@18
A0.849
520020009.LumA
breast-umap@18
A0.845
6SRR2932823
head-neck@1
0.842
7TCGA-DK-A2HX-01A-12R-A18C-07
bladder-landscape@3
0.841
822620634-aa34-4cb5-a37f-5a7b0c47cd0e
colon-landscapes@1
0.838
96b548699-9440-4acc-86b6-faeb367454a2
colon-landscapes@1
0.833
10TCGA-AN-A0XL-01A-11R-A10J-07
breast-umap@18
A0.824

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.630Inavolisib— uncovered
ANGIOGENESIS0.460Remibrutinib— uncovered
UV_RESPONSE_DN0.420Inavolisib— uncovered
TGF_BETA_SIGNALING0.380Inavolisib— uncovered
APICAL_JUNCTION0.370Inavolisib— uncovered
HEDGEHOG_SIGNALING0.340Inavolisib— uncovered
COAGULATION0.300Binimetinib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
KRAS_SIGNALING_UP0.260Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.240Inavolisib— uncovered
HYPOXIA0.230Idelalisib— uncovered
NOTCH_SIGNALING0.230Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.230Inavolisib— uncovered
PROTEIN_SECRETION0.220Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.210Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.190Idelalisib— uncovered
P53_PATHWAY0.150Idelalisib— uncovered
ANDROGEN_RESPONSE0.140Inavolisib— uncovered
APOPTOSIS0.140Idelalisib— uncovered
PEROXISOME0.140Idelalisib— uncovered