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

TCGA-AO-A12F-01A-11R-A115-07

· E

4e094c35-88cf-5f1a-8ff6-404c69210a09

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
61

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+0.510
  • E2F_TARGETS+0.470
  • MYC_TARGETS_V1+0.470
  • G2M_CHECKPOINT+0.410
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.350
  • ANGIOGENESIS+0.280
  • MTORC1_SIGNALING+0.220
  • OXIDATIVE_PHOSPHORYLATION+0.220
  • NOTCH_SIGNALING+0.200
  • SPERMATOGENESIS+0.200

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.590
  • INTERFERON_GAMMA_RESPONSE-0.470
  • ESTROGEN_RESPONSE_EARLY-0.390
  • PROTEIN_SECRETION-0.330
  • ALLOGRAFT_REJECTION-0.310
  • ESTROGEN_RESPONSE_LATE-0.290
  • ANDROGEN_RESPONSE-0.260
  • INFLAMMATORY_RESPONSE-0.220
  • P53_PATHWAY-0.220
  • BILE_ACID_METABOLISM-0.200

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
1TCGA-B6-A0RU-01A-11R-A084-07
breast-umap@18
E0.842
2TCGA-OR-A5KY-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.826
3AUR-AG0M-TTM1-A-2-1-R-A743-41
breast-umap@18
A0.823
4TCGA-BA-A8YP-01A-11R-A39I-07
head-neck@1
0.815
5MNG541
mng-umap@100
0.814
6TCGA-FJ-A871-01A-11R-A352-07
bladder-landscape@3
0.809
7TCGA-A2-A04U-01A-11R-A115-07
breast-umap@18
E0.809
8TCGA-B6-A0I6-01A-11R-A034-07
breast-umap@18
E0.806
9SRR1516100
bladder-landscape@3
0.799
10TCGA-A2-A0T0-01A-22R-A084-07
breast-umap@18
E0.796

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.510Idelalisib— uncovered
E2F_TARGETS0.470Inavolisib— uncovered
MYC_TARGETS_V10.470Inavolisib— uncovered
G2M_CHECKPOINT0.410Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.350Inavolisib— uncovered
ANGIOGENESIS0.280Remibrutinib— uncovered
MTORC1_SIGNALING0.220Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.220Remibrutinib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.190Inavolisib— uncovered
MYOGENESIS0.160Inavolisib— uncovered
PANCREAS_BETA_CELLS0.150Cobimetinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.140Remibrutinib— uncovered
KRAS_SIGNALING_UP0.110Inavolisib— uncovered
HYPOXIA0.100Idelalisib— uncovered
MITOTIC_SPINDLE0.090Inavolisib— uncovered
DNA_REPAIR0.070Idelalisib— uncovered
GLYCOLYSIS0.070Inavolisib— uncovered
FATTY_ACID_METABOLISM0.060Inavolisib— uncovered