Xiao Xiang, Hammond Christopher J, Salmeron Betty Jo, Wang Danni, Gu Hong, Zhai Tianye, Murray Laura, Quam Annika, Hill Justine, Nguyen Hieu, Lu Hanbing, Hoffman Elizabeth A, Janes Amy C, Ross Thomas J, Yang Yihong
Neuroimaging Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore, Maryland, USA.
Department of Psychology, Faculty of Art and Science, Beijing Normal University at Zhuhai, Zhuhai, China.
medRxiv. 2024 Jun 14:2024.06.13.24308906. doi: 10.1101/2024.06.13.24308906.
Identifying brain-based markers of resiliency that reliably predict who is and is not at elevated risk for developing psychopathology among children who experience adverse childhood experiences (ACEs) is important for improving our mechanistic understanding of these etiological links between child adversity and psychopathology and guiding precision medicine and prevention efforts for reducing psychiatric impact of ACEs.
To examine associations between ACEs and transdiagnostic psychopathology during the transition from preadolescence to early adolescence and test whether these associations are moderated by a hypothesized resilience factor, a previously identified connectome variate (CV) that is associated with higher cognitive function and lower psychopathology.
This study was conducted in a longitudinal design based on multicenter data from a community cohort of U.S. youth aged of 9-11 at baseline, who participated in the Adolescent Brain Cognitive Development (ABCD) study (N=7,382 at baseline and 6,813 at 2-year follow-up). Linear regression models and moderation analyses were used to characterize concurrent and prospective associations between lifetime ACEs and number of psychiatric disorders (indexing transdiagnostic psychopathology) and to determine if individual variations in these associations were moderated by the CV derived from resting-state fMRI at baseline.
Cumulative number of current DSM-5 psychiatric disorders assessed using the computerized self-admin version Kiddie Schedule for Affective Disorders and Schizophrenia (KSADS-5) and lifetime ACEs assessed from child and parent reports at baseline (9-10 years) and 2-year-follow-up (11-12 years).
ACE total scores correlated positively with the cumulative number of current DSM-5 psychiatric disorders at both baseline ( =.258, < .001) and 2-year follow-up ( =.257, < .001). The baseline CV score moderated the ACE-disorder associations at baseline (B = -0.021, < .001) and at 2-year follow-up (B = -0.018, = .008), as well as the association between the changes in ACE and in the number of disorders from baseline to year 2 (B = -0.012, = .045). Post-hoc analyses further showed that the moderation effect of CV on ACE-psychopathology associations was specific to the threat-related ACEs and to female youth.
These findings provide preliminary evidence for a connectome-based resiliency marker and suggest that functional connectivity strength in a broad system including frontal-parietal cortices and subcortical nuclei relevant to cognitive control may protect preadolescents who have experienced lifetime ACEs--especially females and those experiencing threat-related ACEs--from developing transdiagnostic psychopathology.
识别基于大脑的复原力标志物,以可靠地预测在经历童年不良经历(ACEs)的儿童中,哪些人有发展为精神病理学的高风险,哪些人没有,这对于增进我们对儿童逆境与精神病理学之间这些病因联系的机制理解,以及指导精准医学和预防工作以减少ACEs对精神的影响至关重要。
研究从青春期前到青春期早期过渡期间ACEs与跨诊断精神病理学之间的关联,并测试这些关联是否受到一个假设的复原力因素的调节,该因素是先前确定的与更高认知功能和更低精神病理学相关的连接组变量(CV)。
设计、设置和参与者:本研究采用纵向设计,基于美国一个社区队列的多中心数据,该队列基线时年龄为9至11岁的青少年参与了青少年大脑认知发展(ABCD)研究(基线时N = 7382,2年随访时N = 6813)。使用线性回归模型和调节分析来描述终生ACEs与精神疾病数量(索引跨诊断精神病理学)之间的同时期和前瞻性关联,并确定这些关联中的个体差异是否受到基线时静息态功能磁共振成像得出的CV的调节。
使用计算机化自我管理版本的儿童情感障碍和精神分裂症量表(KSADS - 5)评估当前DSM - 5精神疾病的累积数量,以及根据基线(9 - 10岁)和2年随访(11 - 12岁)时儿童和家长报告评估的终生ACEs。
ACE总分在基线时(r = 0.258,p < 0.001)和2年随访时(r = 0.257,p < 0.001)均与当前DSM - 5精神疾病的累积数量呈正相关。基线CV评分在基线时(B = -0.021,p < 0.001)和2年随访时(B = -0.018,p = 0.008)调节了ACE与疾病的关联,以及从基线到第2年ACE变化与疾病数量变化之间的关联(B = -0.012,p = 0.045)。事后分析进一步表明,CV对ACE - 精神病理学关联的调节作用特定于与威胁相关的ACEs和女性青少年。
这些发现为基于连接组的复原力标志物提供了初步证据,并表明在一个广泛系统中包括与认知控制相关的额顶叶皮质和皮质下核的功能连接强度,可能保护经历过终生ACEs的青春期前儿童——尤其是女性以及那些经历与威胁相关的ACEs的儿童——免于发展为跨诊断精神病理学。