Rivas-Fernández Miguel Ángel, Ottino-González Jonatan, Esaian Sevan, Goldman Victoria E, Herting Megan M, Alderete Tanya L, Adise Shana
Department of Pediatrics, Division of Endocrinology, Diabetes and Metabolism, Children's Hospital Los Angeles, Los Angeles, California, USA.
Department of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, Los Angeles, California, USA.
bioRxiv. 2025 Jun 8:2025.06.04.657916. doi: 10.1101/2025.06.04.657916.
Obesity is associated with structural alterations of brain regions that support eating behavior. Exposure to air pollutants might exacerbate this association through neurotoxic effects on the brain. This study evaluated whether air pollution exposure 9-10 years old children, coupled with brain microstructure development in appetite-regulating regions, is associated with body mass index (BMI) changes over two years, and whether these associations differ by sex. Data were gathered from the Adolescent Brain Cognitive Development Study (n=4,802, ages=9-10, males=49.9%, n=2,439, ages=11-12, males=51.1%). Annual average estimates of ambient fine particulate matter (PM2.5), nitrogen dioxide (NO2), ground-level ozone (O3), and redox-weighted oxidative capacity (Oxwt, a joint measure of NO2 and O3) were gathered from youth's residential addresses. Brain microstructure in 16 subcortical regions was assessed using diffusion-weighted MRI, focusing on proxies of cellular and neurite density: restricted normalized isotropic (RNI) and directional (RND) diffusion, respectively. Linear mixed-effects models examined whether air pollution and brain microstructure are related to BMI changes over two years, and whether these associations differed by sex. Exposure to PM2.5 coupled with high RND estimates in right caudate nucleus, bilateral putamen, and pallidum were associated with higher BMI over time, with pronounced effects in males (all <0.05). PM2.5 coupled with greater neurite density in regions involved in reward-processing and decision-making were associated with higher BMI over a 2-year follow-up, especially in males. This research highlights air pollution as a modifiable risk factor for how differences in basal ganglia neurite density map onto obesity risk, with important implications for public health policy.
肥胖与支持饮食行为的脑区结构改变有关。接触空气污染物可能通过对大脑的神经毒性作用加剧这种关联。本研究评估了9至10岁儿童接触空气污染以及食欲调节区域的脑微结构发育是否与两年内的体重指数(BMI)变化相关,以及这些关联是否因性别而异。数据来自青少年大脑认知发展研究(n = 4,802,年龄9至10岁,男性占49.9%,n = 2,439,年龄11至12岁,男性占51.1%)。从青少年的居住地址收集了环境细颗粒物(PM2.5)、二氧化氮(NO2)、地面臭氧(O3)以及氧化还原加权氧化能力(Oxwt,NO2和O3的联合指标)的年平均估计值。使用扩散加权磁共振成像评估了16个皮质下区域的脑微结构,重点关注细胞和神经突密度的指标:分别为受限归一化各向同性(RNI)和定向(RND)扩散。线性混合效应模型检验了空气污染和脑微结构是否与两年内的BMI变化相关,以及这些关联是否因性别而异。接触PM2.5以及右侧尾状核、双侧壳核和苍白球的高RND估计值与随时间推移较高的BMI相关,在男性中影响显著(均P<0.05)。在奖励处理和决策相关区域,PM2.5与更高的神经突密度在2年随访期间与更高的BMI相关,尤其是在男性中。这项研究强调空气污染是一个可改变的风险因素,它影响基底神经节神经突密度差异与肥胖风险的关联方式,对公共卫生政策具有重要意义。