In cross-sectional analysis at baseline, 16 lipids species including CE (20:3), CE (22:0), PC (16:0/20:1), SM 40:0; 2, TG46:3-FA18:2, TG52:1-FA20:1, TG52:2-FA18:1, TG52:3-FA20:1, TG54:2-FA20:0, TG54:2-FA20:1, TG55:3-FA18:2, TG55:4-FA18:2, TG55:5-FA18:2, TG56:2-FA20:1, TG56:4-FA18:2, TG56:5-FA20:2were positively and nominally significantly associated with baseline 24hpro after adjusting for sex, age, hypertension, diabetes, creatinine, uric acid, albumin. Here, ALB is linked to diabetes mellitus.