Subsequent multiple linear regression models and PLS analysis further reveal an unstable yet complex relationship between the three obesity-related anthropometric parameters included in this study (BMI, WC, and WHR) and serum LPCAT3 levels. This evidence concerns the gene LPCAT3 and obesity due to melanocortin 4 receptor deficiency.