In relation to our study, YKL-40 was previously shown to be secreted by VAT at elevated levels in obesity-associated type 2 diabetes; its role in SAT was however not previously characterized in the bibliography to the best of our knowledge55. This evidence concerns the gene CHI3L1 and obesity due to melanocortin 4 receptor deficiency.