“…Using such brain phenotypes, many studies have investigated factors of morphological brain aging such as sex (Coffey et al, 1998; Resnick et al, 2003; Lemaître et al, 2005b; Abe et al, 2010; Hua et al, 2010; O'Dwyer et al, 2012; Ryan et al, 2014), genetics (Lemaître et al, 2005a; Crivello et al, 2010; Boada et al, 2012; Stein et al, 2012; Ryan et al, 2014) or lifestyle (Coffey et al, 1999; Sabia et al, 2014; Shpanskaya et al, 2014; Umene-Nakano et al, 2014). Others have demonstrated the effect on brain atrophy of cardiovascular risk factors such as obesity (Driscoll et al, 2012; Xu et al, 2013; Debette et al, 2014, 2011; Franke et al, 2014), hypertension (Debette et al, 2011; Maillard et al, 2012; Peters, 2012; Beauchet et al, 2013; Franke et al, 2014), hypercholesterolemia (Tendolkar et al, 2012; Van Velsen et al, 2013; Franke et al, 2014), diabetes (Biessels et al, 2005; Debette et al, 2011; Cherbuin et al, 2012; Franke et al, 2014) and tobacco smoking (Enzinger et al, 2005; Ikram et al, 2008; Debette et al, 2011; Durazzo et al, 2012; Hoogendam et al, 2012). …”