Our results show that the pro-atherogenic lipid profile characteristic of women with severe obesity and the metabolic syndrome turns into a healthier one after bariatric surgery, with a significant increase in HDL and ApoA1, and a decrease in LDL, oxLDL and ApoB. The gene discussed is APOB; the disease is obesity due to melanocortin 4 receptor deficiency.