The researchers also found that shorter sleep times were associated with increased circulating ghrelin and decreased leptin, a hormonal pattern that is consistent with decreased energy expenditure and increased appetite and obesity. This evidence concerns the gene GHRL and obesity due to melanocortin 4 receptor deficiency.