Research Department of Epidemiology and Public Health, University College London, 1-19 Torrington Place, London WC1E 6BT, United Kingdom.
INSERM, Université Toulouse III Paul-Sabatier, France.
Psychoneuroendocrinology. 2020 Dec;122:104914. doi: 10.1016/j.psyneuen.2020.104914. Epub 2020 Oct 13.
Adverse childhood experiences (ACEs) have been associated with poorer health across the life course. Previous studies have used cumulative risk scores (ACE scores) or individual ACEs but these two approaches have important shortcomings. ACE scores assume that each adversity is equally important for the outcome of interest and the single adversity approach assumes that ACEs do not co-occur. Latent class analysis (LCA) is an alternative approach to operationalising ACEs data, identifying groups of people co-reporting similar ACEs. Here we apply these three approaches for ACEs operationalisation with inflammation in childhood with the aim of identifying particular ACEs or ACE combinations that are particularly associated with higher inflammation in early life.
Using data from the Avon Longitudinal Study of Parents and Children (ALSPAC) we compare ACE scores, single adversities and LCA-derived ACE clusters in their relationships with Interleukin-6 at age 9 (n = 4935) and C-Reactive Protein (CRP) at age 9 (n = 4887). ACEs included were parental separation/divorce, parental alcohol problems, parental mental health problems, parental offending, inter-parental violence, parental drug misuse, and physical, emotional and sexual abuse.
Two thirds of the sample reported at least one ACE. Mother's mental health problems was the most frequently reported ACE (32.3 %). LCA identified four ACE classes - 'Low ACEs' (81.1 %), 'Maternal mental health problems' (10.3 %), 'Maternal mental health problems and physical abuse' (6.3 %) and 'Parental conflict, mental health problems and emotional abuse' (2.4 %). Parental separation/divorce was associated with higher IL-6. Parental alcohol problems, paternal mental health problems, parental convictions and emotional abuse were associated with lower levels of IL-6. Associations for paternal mental health problems and emotional abuse were only observed for boys. ACE score and LCA-derived ACE classes were not associated with differences in IL-6. Girls in the 'Maternal mental health problems' cluster had lower CRP levels.
Specific adversities and adversity combinations are important for differences in childhood inflammation. Some associations were only observed for girls or boys.
不良的童年经历(ACEs)与整个生命过程中的健康状况较差有关。先前的研究使用累积风险评分(ACE 评分)或单个 ACEs,但这两种方法都有重要的缺点。ACE 评分假设每种逆境对感兴趣的结果同样重要,而单一逆境方法则假设 ACEs 不会同时发生。潜在类别分析(LCA)是一种操作 ACEs 数据的替代方法,用于识别共同报告类似 ACEs 的人群。在这里,我们将这三种方法应用于 ACEs 的操作化,以研究儿童时期的炎症,目的是确定与生命早期更高炎症特别相关的特定 ACEs 或 ACE 组合。
使用来自阿冯纵向研究父母和儿童(ALSPAC)的数据,我们比较了 ACE 评分、单一逆境和 LCA 衍生的 ACE 聚类与 9 岁时白细胞介素-6(n=4935)和 9 岁时 C 反应蛋白(CRP)(n=4887)的关系。ACEs 包括父母离异/离婚、父母酗酒问题、父母心理健康问题、父母犯罪、父母间暴力、父母药物滥用以及身体、情感和性虐待。
三分之二的样本报告了至少一种 ACE。母亲的心理健康问题是最常报告的 ACE(32.3%)。LCA 确定了四个 ACE 类别-“低 ACEs”(81.1%)、“母亲心理健康问题”(10.3%)、“母亲心理健康问题和身体虐待”(6.3%)和“父母冲突、心理健康问题和情感虐待”(2.4%)。父母离异与较高的 IL-6 有关。父母酗酒问题、父亲心理健康问题、父母定罪和情感虐待与较低的 IL-6 水平有关。只有在男孩中观察到与父亲心理健康问题和情感虐待有关的关联。ACE 评分和 LCA 衍生的 ACE 类别与 IL-6 水平的差异无关。处于“母亲心理健康问题”类别的女孩 CRP 水平较低。
特定的逆境和逆境组合对儿童炎症的差异很重要。一些关联仅在女孩或男孩中观察到。