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

TCGA-GD-A3OS-01A-12R-A220-07

954632a8-300e-5057-bdb6-1ea4cd0da8ac

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
20.95926413
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

  • HEDGEHOG_SIGNALING+0.360
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.330
  • MITOTIC_SPINDLE+0.280
  • G2M_CHECKPOINT+0.250
  • E2F_TARGETS+0.190
  • MYOGENESIS+0.190
  • DNA_REPAIR+0.160
  • KRAS_SIGNALING_DN+0.160
  • WNT_BETA_CATENIN_SIGNALING+0.160
  • MYC_TARGETS_V2+0.150

Top 10 suppressed

  • TNFA_SIGNALING_VIA_NFKB-0.370
  • ESTROGEN_RESPONSE_LATE-0.350
  • P53_PATHWAY-0.340
  • INFLAMMATORY_RESPONSE-0.330
  • ADIPOGENESIS-0.320
  • CHOLESTEROL_HOMEOSTASIS-0.320
  • ESTROGEN_RESPONSE_EARLY-0.310
  • INTERFERON_GAMMA_RESPONSE-0.310
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.310
  • XENOBIOTIC_METABOLISM-0.310

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
1SRR5088886
melanoma-umap@29
0.845
220100144.Her2HRpos
breast-umap@18
D0.843
3TCGA-63-A5MW-01A-11R-A26W-07
lung-landscapes@6
cohortMD10.839
4TCGA-AC-A2QH-01B-04R-A22O-07
breast-umap@18
D0.832
520130253.TNBC
breast-umap@18
E0.831
6SRR8518210
breast-umap@18
E0.831
7TCGA-56-8083-01A-11R-2247-07
lung-landscapes@6
cohortMD10.827
8SRR6013547
lung-landscapes@6
cohortMD10.826
9SRR4296090
lung-landscapes@6
cohortMD10.825
10SRR5088885
melanoma-umap@29
0.818

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
HEDGEHOG_SIGNALING0.360Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.330Inavolisib— uncovered
MITOTIC_SPINDLE0.280Inavolisib— uncovered
G2M_CHECKPOINT0.250Inavolisib— uncovered
E2F_TARGETS0.190Inavolisib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
DNA_REPAIR0.160Idelalisib— uncovered
KRAS_SIGNALING_DN0.160Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.160Inavolisib— uncovered
MYC_TARGETS_V20.150Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.110Idelalisib— uncovered
TGF_BETA_SIGNALING0.090Inavolisib— uncovered
SPERMATOGENESIS0.080Inavolisib— uncovered
UV_RESPONSE_DN0.080Inavolisib— uncovered
APICAL_JUNCTION0.070Inavolisib— uncovered
GLYCOLYSIS0.060Inavolisib— uncovered
PROTEIN_SECRETION0.050Remibrutinib— uncovered
HYPOXIA0.040Idelalisib— uncovered
PANCREAS_BETA_CELLS0.040Cobimetinib— uncovered
MYC_TARGETS_V10.020Inavolisib— uncovered