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

TCGA-DK-AA6T-01A-11R-A39I-07

a0eea950-b69b-511d-9f52-d681610aee41

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
18.79106439
os_event
false
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.590
  • G2M_CHECKPOINT+0.450
  • ALLOGRAFT_REJECTION+0.410
  • MYC_TARGETS_V1+0.390
  • MYC_TARGETS_V2+0.310
  • PANCREAS_BETA_CELLS+0.220
  • SPERMATOGENESIS+0.220
  • DNA_REPAIR+0.180
  • OXIDATIVE_PHOSPHORYLATION+0.130
  • KRAS_SIGNALING_DN+0.090

Top 10 suppressed

  • PROTEIN_SECRETION-0.580
  • TGF_BETA_SIGNALING-0.500
  • ANGIOGENESIS-0.480
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.410
  • NOTCH_SIGNALING-0.410
  • ESTROGEN_RESPONSE_EARLY-0.400
  • GLYCOLYSIS-0.370
  • HYPOXIA-0.370
  • WNT_BETA_CATENIN_SIGNALING-0.360
  • UV_RESPONSE_DN-0.350

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-03080
lung-landscapes@6
cohortSQ10.921
2SRR25617823
breast-umap@18
D0.901
3TCGA-HN-A2NL-01A-11R-A18M-07
breast-umap@18
E0.857
4412859bb-8b2a-44bf-b3b2-6acd30986067
melanoma-umap@29
0.850
5TCGA-CR-5248-01A-01R-2016-07
head-neck@1
0.835
6TCGA-85-A510-01A-11R-A26W-07
lung-landscapes@6
cohortA30.829
7C3L-00603
lung-landscapes@6
cohortSQ10.826
8SRR5088865
melanoma-umap@29
0.821
998e3beb5-bff2-4c4e-b492-c4ed7dda9d9c
melanoma-umap@29
0.820
10SRR934790
brain-umap@2
0.817

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.590Inavolisib— uncovered
G2M_CHECKPOINT0.450Inavolisib— uncovered
ALLOGRAFT_REJECTION0.410Idelalisib— uncovered
MYC_TARGETS_V10.390Inavolisib— uncovered
MYC_TARGETS_V20.310Idelalisib— uncovered
PANCREAS_BETA_CELLS0.220Cobimetinib— uncovered
SPERMATOGENESIS0.220Inavolisib— uncovered
DNA_REPAIR0.180Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.130Remibrutinib— uncovered
KRAS_SIGNALING_DN0.090Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.020Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.010Idelalisib— uncovered