Adiponectin increase and resistin decrease acted as endocrine mediators driving the remission of cardiometabolic risk biomarkers in individuals with obesity following Roux-en-Y gastric bypass. This evidence concerns the gene ADIPOQ and obesity due to melanocortin 4 receptor deficiency.