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

TCGA-62-A471-01A-12R-A24H-07

· cohortA4

dcd8ecff-add4-5c85-a6ff-e24a048d16ae

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
cohortA4
subtype
cohortA4
age_years
64

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.500
  • OXIDATIVE_PHOSPHORYLATION+0.490
  • XENOBIOTIC_METABOLISM+0.370
  • INTERFERON_ALPHA_RESPONSE+0.350
  • E2F_TARGETS+0.320
  • G2M_CHECKPOINT+0.270
  • GLYCOLYSIS+0.270
  • FATTY_ACID_METABOLISM+0.250
  • MTORC1_SIGNALING+0.220
  • ESTROGEN_RESPONSE_LATE+0.210

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.390
  • UV_RESPONSE_DN-0.330
  • ALLOGRAFT_REJECTION-0.280
  • INFLAMMATORY_RESPONSE-0.250
  • APICAL_JUNCTION-0.240
  • TGF_BETA_SIGNALING-0.240
  • ANGIOGENESIS-0.220
  • HEDGEHOG_SIGNALING-0.190
  • PROTEIN_SECRETION-0.180
  • KRAS_SIGNALING_UP-0.170

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
1C3N-01419
lung-landscapes@6
cohortA10.821
2TCGA-A8-A09E-01A-11R-A00Z-07
breast-umap@18
B0.792
3TCGA-39-5036-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.788
42d83a9e6-da2d-47e1-b2e7-4b07b108f7bd
colon-landscapes@1
0.777
5TCGA-UU-A93S-01A-21R-A41B-07
breast-umap@18
C0.765
6MNG713
mng-umap@100
0.764
7SRR8518230
breast-umap@18
E0.761
8SRR25043614
head-neck@1
0.761
9SRR975598
colon-landscapes@1
0.759
10b2b4cc41-5760-4463-bcde-16115ceb12c2
melanoma-umap@29
0.756

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
REACTIVE_OXYGEN_SPECIES_PATHWAY0.500Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.490Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.370Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.350Inavolisib— uncovered
E2F_TARGETS0.320Inavolisib— uncovered
G2M_CHECKPOINT0.270Inavolisib— uncovered
GLYCOLYSIS0.270Inavolisib— uncovered
FATTY_ACID_METABOLISM0.250Inavolisib— uncovered
MTORC1_SIGNALING0.220Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.210Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.210Idelalisib— uncovered
MYC_TARGETS_V10.190Inavolisib— uncovered
MYC_TARGETS_V20.190Idelalisib— uncovered
ADIPOGENESIS0.170Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.150Inavolisib— uncovered
PANCREAS_BETA_CELLS0.110Cobimetinib— uncovered
KRAS_SIGNALING_DN0.100Remibrutinib— uncovered
PEROXISOME0.090Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.080Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.070Remibrutinib— uncovered