“…Other obesity-related genes similarly interact with physical inactivity to predict lower BMI, including ACE (Moran et al, 2005), ADRB2 (Corbalán et al, 2002; Lagou et al, 2012; Meirhaeghe et al, 1999), ADRB3 (Marti del Moral et al, 2002), PPARGC1A (Ridderstråle et al, 2006), SEC16B (Ahmad et al, 2013), and UPC3 (Otabe et al, 2000). Although several other studies have failed to observe such interactive effects (Berentzen et al, 2005; Cauchi et al, 2009; Edwards et al, 2013; Jonsson et al, 2009; Jóźków et al, 2011; Kaakinen et al, 2010; Lappaläinen et al, 2009; Liem et al, 2010; Liu et al, 2010; Nakashima et al, 2013; Tan et al, 2008) or have found interaction effects in the opposite direction (Alonso et al, 2005), several experimental studies of interventions for weight loss that compare wild type individuals and persons with a risk allele have provided compelling evidence for physical activity as a moderator of genetic influences on high adiposity or obesity (de Luis et al, 2006; Shiwaku et al, 2003; but see Müller et al, 2008). …”