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

TCGA-GM-A3XL-01A-11R-A22U-07

· E

9a1f5a8c-84cb-5b2e-96f5-d7be06c3b74c

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
E
subtype
E
overall_survival_months
70

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V2+0.680
  • E2F_TARGETS+0.590
  • MYC_TARGETS_V1+0.580
  • INTERFERON_ALPHA_RESPONSE+0.540
  • OXIDATIVE_PHOSPHORYLATION+0.480
  • G2M_CHECKPOINT+0.460
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.460
  • MTORC1_SIGNALING+0.430
  • INTERFERON_GAMMA_RESPONSE+0.420
  • DNA_REPAIR+0.400

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.550
  • ANGIOGENESIS-0.510
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.490
  • UV_RESPONSE_DN-0.480
  • PROTEIN_SECRETION-0.460
  • HEDGEHOG_SIGNALING-0.430
  • ESTROGEN_RESPONSE_EARLY-0.350
  • KRAS_SIGNALING_UP-0.300
  • COAGULATION-0.270
  • APICAL_JUNCTION-0.230

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
1TCGA-D8-A1Y3-01A-11R-A157-07
breast-umap@18
B0.918
2TCGA-E2-A14R-01A-11R-A115-07
breast-umap@18
E0.888
3992ce1bc-46a2-4f57-ac7a-c6368c69c67c
colon-landscapes@1
0.887
4TCGA-D8-A1XL-01A-11R-A14M-07
breast-umap@18
B0.884
5MBCProject_5971_T2_RNA
breast-umap@18
C0.881
6TCGA-66-2758-01A-02R-0851-07
lung-landscapes@6
cohortSQ20.871
7TCGA-A2-A3Y0-01A-11R-A239-07
breast-umap@18
E0.870
8SRR6013558
lung-landscapes@6
cohortA40.869
9ERR2278852
head-neck@1
0.869
10SRR8518323
breast-umap@18
E0.867

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.680Idelalisib— uncovered
E2F_TARGETS0.590Inavolisib— uncovered
MYC_TARGETS_V10.580Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.540Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.480Remibrutinib— uncovered
G2M_CHECKPOINT0.460Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.460Inavolisib— uncovered
MTORC1_SIGNALING0.430Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.420Idelalisib— uncovered
DNA_REPAIR0.400Idelalisib— uncovered
ALLOGRAFT_REJECTION0.340Idelalisib— uncovered
UV_RESPONSE_UP0.330Idelalisib— uncovered
FATTY_ACID_METABOLISM0.270Inavolisib— uncovered
GLYCOLYSIS0.260Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.240Remibrutinib— uncovered
PEROXISOME0.180Idelalisib— uncovered
SPERMATOGENESIS0.170Inavolisib— uncovered
ADIPOGENESIS0.160Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.140Inavolisib— uncovered
KRAS_SIGNALING_DN0.140Remibrutinib— uncovered