Higher expression of ANGPT2, HIF-1a, EGFL6, several MMP genes, and GDF15 was observed in individuals living with obesity (p ≤ 0.008). This evidence concerns the gene EGFL6 and obesity due to melanocortin 4 receptor deficiency.