Logistic regression model results demonstrated that the significant predictors of MS were EndoCAb IgM (OR = 0.32 (0.11; 0.93), p = 0.036), LPS/HDL (OR = 6.5 (2.1; 20.0), p = 0.001), diabetes duration (OR = 3.43 (1.21; 9.8), p = 0.021) and body mass index (OR = 2.3 (1.1; 4.9), p = 0.025). This evidence concerns the gene CD40LG and diabetes mellitus.