However, our study did not reveal the association of chemerin with MAFLD, BMI, or visceral fat in obesity. A significant difference in BMI, and visceral fat was observed across groups stratified by their physical activity levels assessed using the Godin leisure questionnaire. This evidence concerns the gene RARRES2 and obesity due to melanocortin 4 receptor deficiency.