1. The variance shared across forms of childhood trauma is strongly associated with liability for psychiatric and substance use disorders
- Author
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Kristjansson, S, Mccutcheon, VV, Agrawal, A, Lynskey, MT, Conroy, E, Statham, DJ, Madden, PAF, Henders, AK, Todorov, AA, Bucholz, KK, Degenhardt, L, Martin, NG, Heath, AC, Nelson, EC, Kristjansson, S, Mccutcheon, VV, Agrawal, A, Lynskey, MT, Conroy, E, Statham, DJ, Madden, PAF, Henders, AK, Todorov, AA, Bucholz, KK, Degenhardt, L, Martin, NG, Heath, AC, and Nelson, EC
- Abstract
Introduction: Forms of childhood trauma tend to co-occur and are associated with increased risk for psychiatric and substance use disorders. Commonly used binary measures of trauma exposure have substantial limitations. Methods: We performed multigroup confirmatory factor analysis (CFA), separately by sex, using data from the Childhood Trauma (CT) Study's sample of twins and siblings (N = 2594) to derive three first-order factors (childhood physical abuse, childhood sexual abuse, and parental partner abuse) and, as hypothesized, one higher order, childhood trauma factor (CTF) representing a measure of their common variance. Results: CFA produced a good-fitting model in the CT Study; we replicated the model in the Comorbidity and Trauma (CAT) Study's sample (N = 1981) of opioid-dependent cases and controls. In both samples, first-order factors are moderately correlated (indicating they measure largely unique, but related constructs) and their loadings on the CTF suggest it provides a reasonable measure of their common variance. We examined the association of CTF score with risk for psychiatric and substance use disorders in these samples and the OZ-ALC GWAS sample (N = 1538) in which CT Study factor loadings were applied. We found that CTF scores are strongly associated with liability for psychiatric and substance use disorders in all three samples; estimates of risk are extremely consistent across samples. Conclusions: The CTF is a continuous, robust measure that captures the common variance across forms of childhood trauma and provides a means to estimate shared liability while avoiding multicollinearity. Confirmatory factor analysis was used to derive a higher order, childhood trauma factor representing a measure of the common variance across three forms of trauma: childhood physical abuse, childhood sexual abuse, and parental partner abuse. We replicated the model in a second sample. We then examined the association of childhood trauma score with risk for psychia
- Published
- 2016