In 2010 Valladares, et al. collected 134 case-parent trios, but family-based analyses were only used to analyze the association of the polymorphisms near MC4R with obesity, but not the associations with eating behaviors [16]. The gene discussed is MC4R; the disease is obesity due to melanocortin 4 receptor deficiency.