LREN, Centre for Research in Neurosciences, Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne, Lausanne, Switzerland.
Department of Psychology, Faculty of Science, McGill University, Montreal, Quebec, Canada.
Hum Brain Mapp. 2022 Aug 15;43(12):3759-3774. doi: 10.1002/hbm.25882. Epub 2022 Apr 23.
Cardiometabolic risk (CMR) factors are associated with accelerated brain aging and increased risk for sex-dimorphic illnesses such as Alzheimer's disease (AD). Yet, it is unknown how CMRs interact with sex and apolipoprotein E-ϵ4 (APOE4), a known genetic risk factor for AD, to influence brain age across different life stages. Using age prediction based on multi-shell diffusion-weighted imaging data in 21,308 UK Biobank participants, we investigated whether associations between white matter Brain Age Gap (BAG) and body mass index (BMI), waist-to-hip ratio (WHR), body fat percentage (BF%), and APOE4 status varied (i) between males and females, (ii) according to age at menopause in females, and (iii) across different age groups in males and females. We report sex differences in associations between BAG and all three CMRs, with stronger positive associations among males compared to females. Independent of APOE4 status, higher BAG (older brain age relative to chronological age) was associated with greater BMI, WHR, and BF% in males, whereas in females, higher BAG was associated with greater WHR, but not BMI and BF%. These divergent associations were most prominent within the oldest group of females (66-81 years), where greater BF% was linked to lower BAG. Earlier menopause transition was associated with higher BAG, but no interactions were found with CMRs. In conclusion, the findings point to sex- and age-specific associations between CMRs and brain age. Incorporating sex as a factor of interest in studies addressing CMR may promote sex-specific precision medicine, consequently improving health care for both males and females.
心代谢风险 (CMR) 因素与大脑加速老化以及阿尔茨海默病 (AD) 等性别二态性疾病的风险增加有关。然而,尚不清楚 CMR 如何与性别和载脂蛋白 E-ϵ4 (APOE4) 相互作用,APOE4 是 AD 的已知遗传风险因素,从而影响不同生命阶段的大脑年龄。我们使用来自 21,308 名英国生物银行参与者的多壳扩散加权成像数据的年龄预测,研究了脑白质年龄差距 (BAG) 与体重指数 (BMI)、腰臀比 (WHR)、体脂百分比 (BF%) 和 APOE4 状态之间的关联是否存在差异:(i) 在男性和女性之间,(ii) 在女性绝经年龄,以及 (iii) 在男性和女性的不同年龄组中。我们报告了 BAG 与所有三种 CMR 之间的关联存在性别差异,男性的关联比女性更强。无论 APOE4 状态如何,较高的 BAG(相对于实际年龄的大脑年龄较大)与男性的 BMI、WHR 和 BF% 呈正相关,而在女性中,较高的 BAG 与较高的 WHR 相关,但与 BMI 和 BF% 无关。这些不同的关联在女性年龄最大的组(66-81 岁)中最为明显,其中较高的 BF% 与较低的 BAG 相关。较早的绝经过渡与较高的 BAG 相关,但与 CMR 没有发现相互作用。总之,这些发现表明 CMR 与大脑年龄之间存在性别和年龄特异性关联。在研究 CMR 时将性别作为感兴趣的因素纳入,可以促进性别特异性精准医学,从而改善男性和女性的医疗保健。