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

TCGA-GM-A3XG-01A-31R-A24H-07

· A

78d9f46c-bf47-5499-ba18-09b2fe142c51

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
44

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+0.380
  • MYOGENESIS+0.330
  • KRAS_SIGNALING_DN+0.280
  • OXIDATIVE_PHOSPHORYLATION+0.260
  • ESTROGEN_RESPONSE_LATE+0.230
  • APICAL_JUNCTION+0.220
  • ESTROGEN_RESPONSE_EARLY+0.210
  • XENOBIOTIC_METABOLISM+0.210
  • P53_PATHWAY+0.200
  • FATTY_ACID_METABOLISM+0.190

Top 10 suppressed

  • E2F_TARGETS-0.640
  • G2M_CHECKPOINT-0.630
  • INTERFERON_ALPHA_RESPONSE-0.530
  • INTERFERON_GAMMA_RESPONSE-0.510
  • PROTEIN_SECRETION-0.500
  • MITOTIC_SPINDLE-0.480
  • MTORC1_SIGNALING-0.410
  • INFLAMMATORY_RESPONSE-0.400
  • ALLOGRAFT_REJECTION-0.380
  • UNFOLDED_PROTEIN_RESPONSE-0.360

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
1SRR29022836
breast-umap@18
A0.904
2TCGA-AR-A5QP-01A-11R-A28M-07
breast-umap@18
A0.890
3TCGA-AC-A3TN-01A-11R-A22K-07
breast-umap@18
B0.885
4TCGA-V7-A7HQ-01A-11R-A33J-07
breast-umap@18
B0.869
5TCGA-OL-A66K-01A-11R-A29R-07
breast-umap@18
B0.858
6TCGA-78-7149-01A-11R-2039-07
lung-landscapes@6
cohortA20.856
7SJEPD001534_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.853
8TCGA-E2-A14U-01A-11R-A22K-07
breast-umap@18
A0.852
9AUR-AEPZ-TTP1-A-1-1-R-A742-41
breast-umap@18
B0.846
10aMVAC.P_003_TURBT_S220
bladder-landscape@3
0.844

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.380Cobimetinib— uncovered
MYOGENESIS0.330Inavolisib— uncovered
KRAS_SIGNALING_DN0.280Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.260Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.230Idelalisib— uncovered
APICAL_JUNCTION0.220Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.210Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.210Inavolisib— uncovered
P53_PATHWAY0.200Idelalisib— uncovered
FATTY_ACID_METABOLISM0.190Inavolisib— uncovered
COAGULATION0.170Binimetinib— uncovered
BILE_ACID_METABOLISM0.140Inavolisib— uncovered
APICAL_SURFACE0.130Temsirolimus— uncovered
WNT_BETA_CATENIN_SIGNALING0.110Inavolisib— uncovered
HYPOXIA0.080Idelalisib— uncovered
ADIPOGENESIS0.050Inavolisib— uncovered
PEROXISOME0.010Idelalisib— uncovered