ADCY3 and obesity due to melanocortin 4 receptor deficiency: Further, Adcy3 loss-of-function variants are identified as a risk factor of obesity (Grarup et al., 2018), which often co-occurs with depression (Carey et al., 2014; Mannan et al., 2016).