Russell Justin D, Heyn Sara A, Peverill Matthew, DiMaio Samantha, Herringa Ryan J
Department of Psychiatry, University of Wisconsin School of Medicine & Public Health, Madison.
JAMA Psychiatry. 2025 Jan 1;82(1):66-74. doi: 10.1001/jamapsychiatry.2024.3231.
While adverse childhood experiences (ACEs) are known to impart significant risk for negative mental health and cognitive outcomes in youth, translation of ACE scores into clinical intervention is limited by poor specificity in predicting negative outcomes. This work expands on the ACE framework using a data-driven approach to identify 8 different forms of traumatic and adverse childhood experiences (TRACEs) and reveal their differential associations with psychiatric risk and cognition across development.
Building upon the traditional ACEs model, this study aimed to characterize unique components of commonly co-occurring TRACEs and to examine moderation of longitudinal change in mental health and cognitive development during adolescence.
DESIGN, SETTING, AND PARTICIPANTS: This work draws from youth and their caregivers who completed up to 4 annual behavioral assessments from 2016 to 2021 as part of the ongoing Adolescent Brain Cognitive Development (ABCD) study. Data collection was performed at 21 regionally-distributed sites across the United States. Analyses for this work were conducted January 2023 through November 2023.
Youth participants in the ABCD study's exposure to 268 different TRACEs, which were distilled into adversity components using nonlinear principal components analysis.
Mixed-effects and latent change score models considered TRACEs components as moderators of longitudinal change in internalizing and externalizing mental health problems, as well as longitudinal change in cognitive ability.
Data were distilled from 11 876 youth participants, who were grouped into dyads with a caregiver. ABCD study youth participants were 9 to 10 years old at baseline assessment (year 0) and 12 to 13 years old at ABCD year 3. A total of 5679 participants (47.8%) were female. Analyses revealed that TRACEs organized into 8 thematic adversity components (e.g., family conflict, interpersonal violence). At baseline assessment (year 0), exposure to nearly every adversity component was associated with poorer mental health and diminished cognitive ability. Yet across time, it was observed that different forms of adversity were variably linked to both increases and decreases in internalizing and externalizing problems. For example, while peer aggression (t = 5.31) and family conflict (t = 5.67) were associated with increases in both internalizing and externalizing problems over early adolescence, community threat (t = 2.82) and poverty (t = 2.07) were linked to decreased problems, potentially representing adaptive suppression of symptoms. Finally, adversity types related to resource deprivation (eg, poverty, caregiver maladjustment) were associated with declines in cognitive ability over early adolescence.
In this cohort study, distinct forms of TRACEs differentially moderated developmental changes in psychiatric risk and cognitive ability in different ways, offering the possibility for precision-based prediction of risk for youth. Such findings could be used in targeted early prevention and intervention strategies for at-risk youth.
虽然已知童年不良经历(ACEs)会给青少年的心理健康和认知结果带来重大风险,但将ACE评分转化为临床干预措施受到预测负面结果时特异性较差的限制。这项研究采用数据驱动的方法扩展了ACE框架,以识别8种不同形式的创伤性和不良童年经历(TRACEs),并揭示它们在整个发育过程中与精神疾病风险和认知的不同关联。
在传统ACEs模型的基础上,本研究旨在描述常见共现的TRACEs的独特组成部分,并检验其对青少年心理健康和认知发展纵向变化的调节作用。
设计、地点和参与者:这项研究的数据来自青少年及其照顾者,他们在2016年至2021年期间完成了多达4次年度行为评估,这是正在进行的青少年大脑认知发展(ABCD)研究的一部分。数据收集在美国21个分布在各地的地点进行。本研究的分析于2023年1月至11月进行。
ABCD研究中的青少年参与者经历了268种不同的TRACEs,这些经历通过非线性主成分分析被提炼为逆境成分。
混合效应和潜在变化分数模型将TRACEs成分视为内化和外化心理健康问题纵向变化以及认知能力纵向变化的调节因素。
数据来自11876名青少年参与者,他们与一名照顾者组成二元组。ABCD研究中的青少年参与者在基线评估(第0年)时年龄为9至10岁,在ABCD研究的第3年时年龄为12至13岁。共有5679名参与者(47.8%)为女性。分析表明,TRACEs可分为8个主题性逆境成分(如家庭冲突、人际暴力)。在基线评估(第0年)时,几乎每种逆境成分的暴露都与较差的心理健康和认知能力下降有关。然而,随着时间的推移,观察到不同形式的逆境与内化和外化问题的增加和减少存在不同的关联。例如,在青春期早期,同伴攻击(t = 5.31)和家庭冲突(t = 5.67)与内化和外化问题的增加有关,而社区威胁(t = 2.82)和贫困(t = 2.07)则与问题减少有关,这可能代表了症状的适应性抑制。最后,与资源剥夺相关的逆境类型(如贫困、照顾者适应不良)与青春期早期认知能力的下降有关。
在这项队列研究中,不同形式的TRACEs以不同方式对精神疾病风险和认知能力的发育变化产生不同的调节作用,为基于精准预测青少年风险提供了可能。这些发现可用于针对高危青少年的早期预防和干预策略。