INS and Insulin resistance: These findings are similar to those in studies published by Rutter et al. (2005) and Oprescu (2023); they found that individuals with insulin resistance were at greater risk of developing MetS, as evidenced by higher levels of cholesterol, triglycerides, and fasting insulin [38,39].