To assess the predictors of development of diabetes, multivariate analyses included the following variables: age; gender (reference: male); BMI; Systolic Blood Pressure, C-reactive protein; Triglyceride; and sleep apnea (reference: low). This evidence concerns the gene CRP and Sleep apnea.