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

TCGA-A2-A0EX-01A-21R-A034-07

· A

0924a4d6-0544-5490-b0e4-34b8e8fd0888

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
25

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PANCREAS_BETA_CELLS+0.490
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.450
  • ESTROGEN_RESPONSE_EARLY+0.370
  • UV_RESPONSE_DN+0.350
  • ANDROGEN_RESPONSE+0.280
  • MYOGENESIS+0.280
  • BILE_ACID_METABOLISM+0.270
  • PEROXISOME+0.270
  • ESTROGEN_RESPONSE_LATE+0.260
  • FATTY_ACID_METABOLISM+0.240

Top 10 suppressed

  • E2F_TARGETS-0.550
  • G2M_CHECKPOINT-0.520
  • INTERFERON_ALPHA_RESPONSE-0.520
  • INTERFERON_GAMMA_RESPONSE-0.380
  • MITOTIC_SPINDLE-0.380
  • GLYCOLYSIS-0.240
  • IL6_JAK_STAT3_SIGNALING-0.240
  • SPERMATOGENESIS-0.210
  • DNA_REPAIR-0.180
  • TNFA_SIGNALING_VIA_NFKB-0.150

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
120060260.Her2HRpos
breast-umap@18
A0.798
2563e85fb-9532-4d69-a1b5-2bc77f237b77
colon-landscapes@1
0.777
3TCGA-AO-A12G-01A-11R-A10J-07
breast-umap@18
A0.774
4SRR1516093
bladder-landscape@3
0.763
520020054.LumA
breast-umap@18
A0.760
6TCGA-AR-A1AN-01A-11R-A12P-07
breast-umap@18
A0.755
7MBCProject_0504_T1_RNA
breast-umap@18
A0.751
8TCGA-BH-A0BM-01A-11R-A056-07
breast-umap@18
A0.748
920020070.LumA
breast-umap@18
A0.747
10SRR1313101
breast-umap@18
A0.746

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.490Cobimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.450Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.370Inavolisib— uncovered
UV_RESPONSE_DN0.350Inavolisib— uncovered
ANDROGEN_RESPONSE0.280Inavolisib— uncovered
MYOGENESIS0.280Inavolisib— uncovered
BILE_ACID_METABOLISM0.270Inavolisib— uncovered
PEROXISOME0.270Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.260Idelalisib— uncovered
FATTY_ACID_METABOLISM0.240Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.220Inavolisib— uncovered
KRAS_SIGNALING_DN0.210Remibrutinib— uncovered
TGF_BETA_SIGNALING0.210Inavolisib— uncovered
COAGULATION0.200Binimetinib— uncovered
KRAS_SIGNALING_UP0.190Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.190Remibrutinib— uncovered
APICAL_JUNCTION0.160Inavolisib— uncovered
HEDGEHOG_SIGNALING0.160Inavolisib— uncovered
ADIPOGENESIS0.140Inavolisib— uncovered
PROTEIN_SECRETION0.120Remibrutinib— uncovered