“…(2) A full model, additionally controlled for cardio‐metabolic measures including hypertension (yes/no); diabetes (yes/no); body mass index (BMI, in kg/m 2 ); physical activity (metabolic equivalents (METs)/hr in a week; Fraser et al., 2022); alcohol intake (drinks/week); and ever smoked status (yes/no). In addition to the confounding variables identified in the base model, hypertension and high blood pressure (e.g., Cherbuin et al., 2021; Gutteridge et al., 2022), diabetes and high plasma glucose (e.g., Cherbuin et al., 2012; Gómez‐Apo et al., 2021; Shaw et al., 2017), obesity and BMI (e.g., Gómez‐Apo et al., 2021; Shaw et al., 2018; Woo et al., 2022), physical activity (e.g., Fraser et al., 2022; Johansson et al., 2022), alcohol (e.g., Fritz et al., 2022; Geibprasert et al., 2010), and smoking (e.g., Daniju et al., 2022; Karama et al., 2015) are associated with changes in brain structure and were thus included in analyses. Refer to the Supplement for more detailed information on controlled covariates.…”