There were 28 lipids moleculars including 5 classes (Cers, LPCS, PCs, SMs, TG-FAs) that were associated with albumin after adjustment for sex, age, hypertension, diabetes, creatinine, uric acid, and 24hpro. The gene discussed is ALB; the disease is diabetes mellitus.