Max Planck Institute for Human Cognitive and Brain Sciences, 04103 Leipzig, Germany; Collaborative Research Centre 1052 'Obesity Mechanisms', Subproject A1, Faculty of Medicine, Leipzig University, 04103 Leipzig, Germany.
Max Planck Institute for Human Cognitive and Brain Sciences, 04103 Leipzig, Germany; Leipzig Research Center for Civilization Diseases (LIFE), Leipzig University, 04103 Leipzig, Germany.
Neuroimage. 2018 May 15;172:239-249. doi: 10.1016/j.neuroimage.2018.01.028. Epub 2018 Feb 3.
Obesity has been linked with structural and functional brain changes. However, the impact of obesity on brain and cognition in aging remains debatable, especially for white matter. We therefore aimed to determine the effects of obesity on white matter microstructure and potential implications for cognition in a well-characterized large cohort of healthy adults. In total, 1255 participants (50% females, 19-80 years, BMI 16.8-50.2 kg/m) with diffusion-weighted magnetic resonance imaging at 3T were analysed. Tract-based spatial statistics (TBSS) probed whether body mass index (BMI) and waist-to-hip ratio (WHR) were related to fractional anisotropy (FA). We conducted partial correlations and mediation analyses to explore whether obesity or regional FA were related to cognitive performance. Analyses were adjusted for demographic, genetic, and obesity-associated confounders. Results showed that higher BMI and higher WHR were associated with lower FA in multiple white matter tracts (p < 0.05, FWE-corrected). Mediation analyses provided evidence for indirect negative effects of higher BMI and higher WHR on executive functions and processing speed through lower FA in fiber tracts connecting (pre)frontal, visual, and associative areas (indirect paths, |ß| ≥ 0.01; 99% |CI| > 0). This large cross-sectional study showed that obesity is correlated with lower FA in multiple white matter tracts in otherwise healthy adults, independent of confounders. Moreover, although effect sizes were small, mediation results indicated that visceral obesity was linked to poorer executive functions and lower processing speed through lower FA in callosal and associative fiber tracts. Longitudinal studies are needed to support this hypothesis.
肥胖与大脑结构和功能变化有关。然而,肥胖对衰老大脑和认知的影响仍存在争议,尤其是对大脑白质而言。因此,我们旨在确定肥胖对大脑白质微观结构的影响,以及其对认知的潜在影响,研究对象为一个特征明确的、大量的健康成年人队列。共有 1255 名参与者(女性占 50%,年龄 19-80 岁,BMI 为 16.8-50.2kg/m)参与了 3T 磁共振弥散加权成像分析。基于束的空间统计学(TBSS)检测了体重指数(BMI)和腰臀比(WHR)与各向异性分数(FA)之间的关系。我们进行了偏相关和中介分析,以探讨肥胖或区域 FA 是否与认知表现相关。分析调整了人口统计学、遗传和肥胖相关混杂因素。结果显示,BMI 和 WHR 越高,多个白质束的 FA 值越低(p < 0.05,FWE 校正)。中介分析提供了证据表明,通过连接(前)额叶、视觉和联合区域的纤维束的 FA 值降低,BMI 和 WHR 的升高对执行功能和处理速度有间接的负面影响(间接路径,|β|≥0.01;99%置信区间|CI|>0)。这项大型横断面研究表明,在其他方面健康的成年人中,肥胖与多个白质束的 FA 值降低有关,且与混杂因素无关。此外,尽管效应量较小,但中介结果表明,内脏肥胖通过胼胝体和联合纤维束的 FA 值降低与执行功能较差和处理速度较低有关。需要进行纵向研究来支持这一假设。