In other cross-sectional studies, neck circumference was also associated with atherogenic dyslipidemia [34], inflammatory markers (PAI-1) [35], insulin resistance [36], coronary artery disease [37], carotid wall intima-media thickness [38] and NAFLD [39, 40]. This evidence concerns the gene SERPINE1 and Insulin resistance.