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

TCGA-A8-A09D-01A-11R-A00Z-07

· A

92d4576d-a218-5c08-8234-bc820b71ab84

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
A
subtype
A
overall_survival_months
51
os_event
false

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+0.420
  • ADIPOGENESIS+0.370
  • MITOTIC_SPINDLE+0.340
  • TGF_BETA_SIGNALING+0.330
  • ANGIOGENESIS+0.320
  • HEDGEHOG_SIGNALING+0.320
  • APICAL_JUNCTION+0.290
  • UV_RESPONSE_DN+0.280
  • COMPLEMENT+0.240
  • CHOLESTEROL_HOMEOSTASIS+0.220

Top 10 suppressed

  • DNA_REPAIR-0.260
  • TNFA_SIGNALING_VIA_NFKB-0.260
  • MYC_TARGETS_V1-0.150
  • ESTROGEN_RESPONSE_EARLY-0.120
  • ESTROGEN_RESPONSE_LATE-0.120
  • GLYCOLYSIS-0.100
  • E2F_TARGETS-0.090
  • KRAS_SIGNALING_DN-0.060
  • SPERMATOGENESIS-0.050
  • UNFOLDED_PROTEIN_RESPONSE-0.040

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
1BS_XGSA3GQE
brain-umap@2
pilocytic astrocytoma0.715
2MBCProject_3216_T1_RNA
breast-umap@18
A0.715
3SNU886_LIVER
ccle-hcc@v2024.1
HCC0.702
4TCGA-BH-A18F-01A-11R-A12D-07
breast-umap@18
A0.694
5TCGA-BH-A0C3-01A-21R-A12P-07
breast-umap@18
A0.694
6MBCProject_0065_T1_RNA
breast-umap@18
C0.692
7TCGA-A8-A07E-01A-11R-A034-07
breast-umap@18
A0.691
8TCGA-E2-A152-01A-11R-A12D-07
breast-umap@18
C0.691
9MBCProject_0698_T1_RNA
breast-umap@18
A0.688
10MBCProject_0209_T1_RNA
breast-umap@18
C0.687

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.420Inavolisib— uncovered
ADIPOGENESIS0.370Inavolisib— uncovered
MITOTIC_SPINDLE0.340Inavolisib— uncovered
TGF_BETA_SIGNALING0.330Inavolisib— uncovered
ANGIOGENESIS0.320Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.320Inavolisib— uncovered
APICAL_JUNCTION0.290Inavolisib— uncovered
UV_RESPONSE_DN0.280Inavolisib— uncovered
COMPLEMENT0.240Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.220Remibrutinib— uncovered
COAGULATION0.210Binimetinib— uncovered
IL2_STAT5_SIGNALING0.180Idelalisib— uncovered
MYOGENESIS0.180Inavolisib— uncovered
NOTCH_SIGNALING0.180Inavolisib— uncovered
PROTEIN_SECRETION0.180Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.170Inavolisib— uncovered
ALLOGRAFT_REJECTION0.160Idelalisib— uncovered
G2M_CHECKPOINT0.160Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.150Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.150Inavolisib— uncovered