Specifically, 11 different groups of serum biomarkers were analyzed to evaluate their association with metabolic syndrome [urea, hs-RCP, cholesterol (COL, HDL, LDL), TG, HCY, Lpa, GOT, GPT and albumin] as these are the most analyzed inflammatory biomarkers in the CVD field. The gene discussed is LPA; the disease is metabolic syndrome.