A meta-analysis of metabolites from 1912 individuals found that an addition of 10 species representative of different lipid clusters to a prediction model consisting of age, sex, body mass index and APOE ε4 status improved the diagnostic accuracy for AD cases compared to controls [191]. The gene discussed is APOE; the disease is Alzheimer disease.