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早期生活逆境的维度及其与大脑功能组织的关联。

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

作者信息

Vedechkina Maria, Astle Duncan E, Holmes Joni

机构信息

MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, United Kingdom.

Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom.

出版信息

Imaging Neurosci (Camb). 2024 Apr 26;2. doi: 10.1162/imag_a_00145. eCollection 2024.

DOI:10.1162/imag_a_00145
PMID:40800462
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12247618/
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.

摘要

早年生活逆境与大脑功能差异及心理健康状况不佳的风险升高有关。利用青少年大脑认知发展(ABCD)队列中10岁儿童(N = 5798)的数据,我们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,我们得出了四类由数据驱动的逆境: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,多种形式的逆境与全脑聚类减少和 assortativity 增加有关,并且这些局部组织测量比诸如模块化等中尺度测量捕获了更多与逆境相关的方差。最显著的影响出现在体感和皮层下网络。经济困难与大脑组织的关联最强且最广泛,有证据表明 assortativity 在经济困难与内化症状之间的关联中起中介作用。将种族作为协变量加入后,大多数大脑与逆境的关系减弱,这表明在ABCD样本中,逆境经历与种族/民族密切相关。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化有关,突出了其在解释早年生活逆境后心理健康结果个体差异方面的潜在重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eaae/12247618/143bcb37ab67/imag_a_00145_fig7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eaae/12247618/4c753ebd6aea/imag_a_00145_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eaae/12247618/2956f15ae914/imag_a_00145_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eaae/12247618/b96415de189d/imag_a_00145_fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eaae/12247618/059a9049585a/imag_a_00145_fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eaae/12247618/9d3442448a91/imag_a_00145_fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eaae/12247618/129882a325c4/imag_a_00145_fig6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eaae/12247618/143bcb37ab67/imag_a_00145_fig7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eaae/12247618/4c753ebd6aea/imag_a_00145_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eaae/12247618/2956f15ae914/imag_a_00145_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eaae/12247618/b96415de189d/imag_a_00145_fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eaae/12247618/059a9049585a/imag_a_00145_fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eaae/12247618/9d3442448a91/imag_a_00145_fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eaae/12247618/129882a325c4/imag_a_00145_fig6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eaae/12247618/143bcb37ab67/imag_a_00145_fig7.jpg

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