Clinical factors strongly associated with obesity included female gender, black African ethnicity, non-smoking, age, and CD4 count (all P < 0.001); greater duration of cART did not predict obesity. This evidence concerns the gene CD4 and obesity due to melanocortin 4 receptor deficiency.