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

TCGA-YF-AA3M-01A-11R-A42T-07

0e1777ce-6349-50eb-913a-db9d588b83d9

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
13.63337714
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+0.670
  • G2M_CHECKPOINT+0.600
  • MYC_TARGETS_V1+0.590
  • MYC_TARGETS_V2+0.580
  • MITOTIC_SPINDLE+0.390
  • DNA_REPAIR+0.380
  • MTORC1_SIGNALING+0.370
  • OXIDATIVE_PHOSPHORYLATION+0.350
  • ESTROGEN_RESPONSE_LATE+0.260
  • PI3K_AKT_MTOR_SIGNALING+0.260

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.380
  • ALLOGRAFT_REJECTION-0.330
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.320
  • INTERFERON_GAMMA_RESPONSE-0.310
  • NOTCH_SIGNALING-0.300
  • IL2_STAT5_SIGNALING-0.280
  • INFLAMMATORY_RESPONSE-0.280
  • WNT_BETA_CATENIN_SIGNALING-0.250
  • INTERFERON_ALPHA_RESPONSE-0.240
  • ANGIOGENESIS-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-DQ-7588-01A-11R-2081-07
head-neck@1
0.882
2TCGA-E9-A1RB-01A-11R-A157-07
breast-umap@18
C0.880
3TCGA-CV-7180-01A-11R-2016-07
head-neck@1
0.878
4TCGA-77-8144-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.860
5TCGA-94-8035-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.853
61764b9ab-4f37-47c5-8225-40c574433f40
colon-landscapes@1
0.849
7SRR1516051
bladder-landscape@3
0.848
8SRR26320071
bladder-landscape@3
0.847
9MNG1063
mng-umap@100
0.843
10SRR35579804
breast-umap@18
C0.843

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
E2F_TARGETS0.670Inavolisib— uncovered
G2M_CHECKPOINT0.600Inavolisib— uncovered
MYC_TARGETS_V10.590Inavolisib— uncovered
MYC_TARGETS_V20.580Idelalisib— uncovered
MITOTIC_SPINDLE0.390Inavolisib— uncovered
DNA_REPAIR0.380Idelalisib— uncovered
MTORC1_SIGNALING0.370Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.350Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.260Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.260Inavolisib— uncovered
UV_RESPONSE_UP0.260Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.240Inavolisib— uncovered
ADIPOGENESIS0.230Inavolisib— uncovered
PEROXISOME0.210Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.180Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.180Idelalisib— uncovered
APOPTOSIS0.170Idelalisib— uncovered
FATTY_ACID_METABOLISM0.170Inavolisib— uncovered
P53_PATHWAY0.170Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.150Remibrutinib— uncovered