GHRL and obesity due to melanocortin 4 receptor deficiency: On the other hand, obesity conditions have been associated with some ghrelin and GHS-R gene variations although some discrepancies exist depending on studies and population considered (Pantel et al., 2006; Liu et al., 2007; Ukkola, 2011).