Dimensions of early life adversity and their associations with functional brain organisation

Maria Vedechkina, Duncan E. Astle, Joni Holmes
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Abstract

Abstract Early life adversity is associated with differences in brain function and an elevated risk for poor mental health. Using data from children aged 10 (N = 5,798) from the Adolescent Brain Cognitive Development (ABCD) cohort, we investigated how adversity relates to functional brain organisation using a network neuroscience approach. We derived four data-driven categories of adversity by fitting a mixed graphical model: household/community instability, physical/sexual abuse, parental neglect, and financial difficulties. Analyses revealed that multiple forms of adversity were associated with reduced clustering and increased assortativity across the entire brain and that these local measures of organisation captured greater adversity-related variance than mesoscale measures like modularity. The most pronounced effects were in the somatosensory and subcortical networks. Financial difficulties showed the strongest and most widespread associations with brain organisation, with evidence of a mediating effect of assortativity on the association between financial difficulties and internalising symptoms. Adding race as a covariate attenuated most brain-adversity relationships, suggesting that experiences of adversity are strongly related to race/ethnicity in the ABCD sample. These results demonstrate that different forms of adversity are associated with both shared and unique variations in functional brain organisation, highlighting its potential significance for explaining individual differences in mental health outcomes following early life adversity.
早期生活逆境及其与大脑功能组织的关系
摘要 早期生活逆境与大脑功能差异和心理健康不良风险升高有关。我们利用青少年大脑认知发展(ABCD)队列中10岁儿童的数据(N = 5,798),采用网络神经科学方法研究了逆境与大脑功能组织的关系。通过拟合混合图形模型,我们得出了四个数据驱动的逆境类别:家庭/社区不稳定、身体/性虐待、父母忽视和经济困难。分析表明,多种形式的逆境与整个大脑的聚类减少和同类性增加有关,与模块化等中尺度测量相比,这些局部组织测量捕捉到的逆境相关变异更大。影响最明显的是躯体感觉网络和皮层下网络。经济困难与大脑组织的关系最为密切和广泛,有证据表明,同质性对经济困难与内化症状之间的关系具有中介作用。在ABCD样本中,种族作为协变量削弱了大多数大脑与逆境之间的关系,这表明逆境经历与种族/族裔密切相关。这些结果表明,不同形式的逆境与大脑功能组织的共同和独特变异有关,突出了其在解释早期逆境后心理健康结果的个体差异方面的潜在意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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