This study is unprecedented with regard to the identification of relationships and analysis of the influence of variables such as LPL, ADRB3 and MTHFR gene methylation, oxidative stress, inflammation, abdominal obesity, food intake and epidemiological variables on the LDL-C concentrations estimated by different equations. This evidence concerns the gene ADRB3 and Abdominal obesity.