Sukumaran Kirthana, Cardenas-Iniguez Carlos, Burnor Elisabeth, Bottenhorn Katherine L, Hackman Daniel A, McConnell Rob, Berhane Kiros, Schwartz Joel, Chen Jiu-Chiuan, Herting Megan M
Department of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, Los Angeles, CA 90063, USA.
Department of Psychology, Florida International University, Miami, FL 33199, USA.
iScience. 2023 Jan 31;26(3):106087. doi: 10.1016/j.isci.2023.106087. eCollection 2023 Mar 17.
Neuroimaging studies showing the adverse effects of air pollution on neurodevelopment have largely focused on smaller samples from limited geographical locations and have implemented univariant approaches to assess exposure and brain macrostructure. Herein, we implement restriction spectrum imaging and a multivariate approach to examine how one year of annual exposure to daily fine particulate matter (PM), daily nitrogen dioxide (NO), and 8-h maximum ozone (O) at ages 9-10 years relates to subcortical gray matter microarchitecture in a geographically diverse subsample of children from the Adolescent Brain Cognitive Development (ABCD) Study. Adjusting for confounders, we identified a latent variable representing 66% of the variance between one year of air pollution and subcortical gray matter microarchitecture. PM was related to greater isotropic intracellular diffusion in the thalamus, brainstem, and accumbens, which related to cognition and internalizing symptoms. These findings may be indicative of previously identified air pollution-related risk for neuroinflammation and early neurodegenerative pathologies.
神经影像学研究表明空气污染对神经发育有不良影响,这些研究主要集中在来自有限地理位置的较小样本上,并采用单变量方法来评估暴露情况和脑宏观结构。在此,我们采用限制谱成像和多变量方法,以研究9至10岁儿童在一年中每日接触细颗粒物(PM)、每日二氧化氮(NO)和8小时最大臭氧(O)的年暴露量,与来自青少年大脑认知发展(ABCD)研究的地理分布多样的儿童子样本中的皮质下灰质微结构有何关联。在对混杂因素进行调整后,我们确定了一个潜在变量,该变量占一年空气污染与皮质下灰质微结构之间差异的66%。PM与丘脑、脑干和伏隔核中各向同性细胞内扩散增加有关,而这又与认知和内化症状有关。这些发现可能表明先前确定的与空气污染相关的神经炎症和早期神经退行性病变风险。