The results showed that KLF15 levels were significantly and negatively correlated with WC, WHR, weight, BMI, and TG, suggesting KLF15 levels were correlated with obesity state (P < 0.05) (Additional file 1: Table S3). This evidence concerns the gene KLF15 and obesity due to melanocortin 4 receptor deficiency.