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

TCGA-DK-A3X1-01A-12R-A22U-07

901290d8-9bef-5dff-b95d-f9b93562851e

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
65.99868594
os_event
false
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

  • PANCREAS_BETA_CELLS+0.420
  • KRAS_SIGNALING_DN+0.320
  • ANGIOGENESIS+0.200
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.200
  • SPERMATOGENESIS+0.130
  • COAGULATION+0.110
  • BILE_ACID_METABOLISM+0.060
  • KRAS_SIGNALING_UP+0.040
  • ESTROGEN_RESPONSE_LATE+0.010
  • MYOGENESIS+0.000

Top 10 suppressed

  • MYC_TARGETS_V1-0.540
  • INTERFERON_ALPHA_RESPONSE-0.490
  • MITOTIC_SPINDLE-0.490
  • UNFOLDED_PROTEIN_RESPONSE-0.480
  • PI3K_AKT_MTOR_SIGNALING-0.470
  • OXIDATIVE_PHOSPHORYLATION-0.430
  • PROTEIN_SECRETION-0.390
  • MTORC1_SIGNALING-0.380
  • MYC_TARGETS_V2-0.380
  • DNA_REPAIR-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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG923
mng-umap@100
0.943
2MNG90
mng-umap@100
0.942
3TCGA-DK-A1A7-01A-11R-A13Y-07
bladder-landscape@3
0.940
4TCGA-CF-A3MI-01A-11R-A20F-07
bladder-landscape@3
0.934
5SRR1500405
brain-umap@2
GTEX0.933
6MNG597
mng-umap@100
0.933
7TCGA-DK-A3IK-01A-32R-A21D-07
bladder-landscape@3
0.933
8TCGA-CF-A3MF-01A-12R-A21D-07
bladder-landscape@3
0.930
9msclc569389_S35.txt
lung-landscapes@6
cohortMD10.930
10MNG1118
mng-umap@100
0.929

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.420Cobimetinib— uncovered
KRAS_SIGNALING_DN0.320Remibrutinib— uncovered
ANGIOGENESIS0.200Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.200Inavolisib— uncovered
SPERMATOGENESIS0.130Inavolisib— uncovered
COAGULATION0.110Binimetinib— uncovered
BILE_ACID_METABOLISM0.060Inavolisib— uncovered
KRAS_SIGNALING_UP0.040Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.010Idelalisib— uncovered