Given the significant association we found between vitamin D deficiency and CRP risk, as well as the correlation between metabolic syndrome and CRP risk (especially hyperglycemia, elevated blood pressure in men, and high triglyceride levels), it is important to address these risk factors in the population we studied. This evidence concerns the gene CRP and Hyperglycemia.