This association of leptin with obesity has been previously demonstrated in a multi-ethnic population including African-Americans [35], as well as in subjects with various obesity-related pathologies such as in type 2 diabetes [44, 55, 56]. This evidence concerns the gene LEP and obesity due to melanocortin 4 receptor deficiency.