None of the 24 risk variants showed an association with birth weight and only the MTCH2-rs10838738 obesity risk-allele was nominally associated with reduced ponderal index (β = −0.13 kg/m3, 95%CI: [−0.23; −0.03], p = 0.01). This evidence concerns the gene MTCH2 and obesity disorder.