The top 18 indicators ranked by their importance in the model were as follows: MAP, chronic hypertension, UIBC, kidney disease, proteinuria, BMI, TIBC, HDL-C, ApoA1, ALB, Fn, C4, CHO, GLO, Cr, Fe, TG and Ca. This evidence concerns the gene APOA1 and kidney disorder.