The causal genes might be ADCY3 and DNAJC27 (Table 2), which have previously been identified to be related to obesity (Stergiakouli et al., 2014) and pubertal growth (Cousminer et al., 2013), respectively. Here, ADCY3 is linked to obesity due to melanocortin 4 receptor deficiency.