In this study, data derived from the National Health and Nutrition Examination Survey (NHANES) were used to examine the associations of FSH, LH, and LH/FSH ratio with the prevalence of MetS and severity score in the US women. This evidence concerns the gene PLOD1 and metabolic syndrome.