In an analysis of the interaction of NOX3 SNPs and physical activity in relation to MetS and abdominal obesity, the association of the A allele of rs1375713 with MetS at high levels of physical activity was only detectable in subjects without abdominal obesity, illustrating the importance of taking into account the abdominal obesity endophenotype. This evidence concerns the gene NOX3 and Abdominal obesity.