General v. specific vulnerabilities: polygenic risk scores and higher-order psychopathology dimensions in the Adolescent Brain Cognitive Development (ABCD) Study

被引:17
|
作者
Waszczuk, Monika A. [1 ]
Miao, Jiaju [2 ]
Docherty, Anna R. [3 ,4 ]
Shabalin, Andrey A. [3 ]
Jonas, Katherine G. [2 ]
Michelini, Giorgia [5 ]
Kotov, Roman [2 ]
机构
[1] Rosalind Franklin Univ Med & Sci, Dept Psychol, N Chicago, IL 60064 USA
[2] SUNY Stony Brook, Dept Psychiat, Stony Brook, NY 11794 USA
[3] Univ Utah, Sch Med, Dept Psychiat, Salt Lake City, UT 84112 USA
[4] Virginia Commonwealth Univ, Dept Psychiat, Richmond, VA USA
[5] Univ Calif Los Angeles, Semel Inst Neurosci & Human Behav, Los Angeles, CA 90024 USA
基金
美国国家卫生研究院;
关键词
Child Behavior Checklist; childhood psychopathology; general factor; genetic; polygenic; GENOME-WIDE ASSOCIATION; HIERARCHICAL TAXONOMY; CHILD; INFORMANTS; PARENT;
D O I
10.1017/S0033291721003639
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
Background Polygenic risk scores (PRSs) capture genetic vulnerability to psychiatric conditions. However, PRSs are often associated with multiple mental health problems in children, complicating their use in research and clinical practice. The current study is the first to systematically test which PRSs associate broadly with all forms of childhood psychopathology, and which PRSs are more specific to one or a handful of forms of psychopathology. Methods The sample consisted of 4717 unrelated children (mean age = 9.92, s.d. = 0.62; 47.1% female; all European ancestry). Psychopathology was conceptualized hierarchically as empirically derived general factor (p-factor) and five specific factors: externalizing, internalizing, neurodevelopmental, somatoform, and detachment. Partial correlations explored associations between psychopathology factors and 22 psychopathology-related PRSs. Regressions tested which level of the psychopathology hierarchy was most strongly associated with each PRS. Results Thirteen PRSs were significantly associated with the general factor, most prominently Chronic Multisite Pain-PRS (r = 0.098), ADHD-PRS (r = 0.079), and Depression-PRS (r = 0.078). After adjusting for the general factor, Depression-PRS, Neuroticism-PRS, PTSD-PRS, Insomnia-PRS, Chronic Back Pain-PRS, and Autism-PRS were not associated with lower order factors. Conversely, several externalizing PRSs, including Adventurousness-PRS and Disinhibition-PRS, remained associated with the externalizing factor (|r| = 0.040-0.058). The ADHD-PRS remained uniquely associated with the neurodevelopmental factor (r = 062). Conclusions PRSs developed to predict vulnerability to emotional difficulties and chronic pain generally captured genetic risk for all forms of childhood psychopathology. PRSs developed to predict vulnerability to externalizing difficulties, e.g. disinhibition, tended to be more specific in predicting behavioral problems. The results may inform translation of existing PRSs to pediatric research and future clinical practice.
引用
收藏
页码:1937 / 1946
页数:10
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