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
相关论文
共 30 条
  • [1] Delineating and validating higher-order dimensions of psychopathology in the Adolescent Brain Cognitive Development (ABCD) study
    Michelini, Giorgia
    Barch, Deanna M.
    Tian, Yuan
    Watson, David
    Klein, Daniel N.
    Kotov, Roman
    TRANSLATIONAL PSYCHIATRY, 2019, 9 (1)
  • [2] Delineating and validating higher-order dimensions of psychopathology in the Adolescent Brain Cognitive Development (ABCD) study
    Giorgia Michelini
    Deanna M. Barch
    Yuan Tian
    David Watson
    Daniel N. Klein
    Roman Kotov
    Translational Psychiatry, 9
  • [3] Delineating and Validating Major Dimensions of Psychopathology in the Adolescent Brain Cognitive Development (ABCD) Study
    Michelini, Giorgia
    Barch, Deanna
    Kotov, Roman
    BIOLOGICAL PSYCHIATRY, 2019, 85 (10) : S108 - S109
  • [4] Associations Between Adolescent Pain and Psychopathology in the Adolescent Brain Cognitive Development (ABCD) Study
    Rader, Lydia
    Freis, Samantha M.
    Friedman, Naomi P.
    BEHAVIOR GENETICS, 2023, 53 (03) : 232 - 248
  • [5] Polygenic risk scores for major psychiatric and neurodevelopmental disorders contribute to sleep disturbance in childhood: Adolescent Brain Cognitive Development (ABCD) Study
    Kazutaka Ohi
    Ryo Ochi
    Yoshihiro Noda
    Masataka Wada
    Shunsuke Sugiyama
    Akira Nishi
    Toshiki Shioiri
    Masaru Mimura
    Shinichiro Nakajima
    Translational Psychiatry, 11
  • [6] Polygenic risk scores for major psychiatric and neurodevelopmental disorders contribute to sleep disturbance in childhood: Adolescent Brain Cognitive Development (ABCD) Study
    Ohi, Kazutaka
    Ochi, Ryo
    Noda, Yoshihiro
    Wada, Masataka
    Sugiyama, Shunsuke
    Nishi, Akira
    Shioiri, Toshiki
    Mimura, Masaru
    Nakajima, Shinichiro
    TRANSLATIONAL PSYCHIATRY, 2021, 11 (01)
  • [7] The General Factor of Psychopathology in the Adolescent Brain Cognitive Development (ABCD) Study: A Comparison of Alternative Modeling Approaches
    Clark, D. Angus
    Hicks, Brian M.
    Angstadt, Mike
    Rutherford, Saige
    Taxali, Aman
    Hyde, Luke
    Weigard, Alexander S.
    Heitzeg, Mary M.
    Sripada, Chandra
    CLINICAL PSYCHOLOGICAL SCIENCE, 2021, 9 (02) : 169 - 182
  • [8] Unraveling Adolescent Behavioral Profiles: Polygenic Risk and Associations with Alcohol-Related Outcomes in the Adolescent Brain and Cognitive Development (ABCD) Study
    Jamil, Belal
    Trevino, Angel D.
    Su, Jinni
    Elam, Kit K.
    Lemery-Chalfant, Kathryn
    Causadias, Jose M.
    Seaton, Eleanor K.
    Grimm, Kevin J.
    Cruz, Rick A.
    BEHAVIOR GENETICS, 2024, 54 (06) : 587 - 588
  • [9] Associations between polygenic scores for cognitive and non-cognitive factors of educational attainment and measures of behavior, psychopathology, and neuroimaging in the adolescent brain cognitive development study
    Gorelik, Aaron J.
    Paul, Sarah E.
    Miller, Alex P.
    Baranger, David A. A.
    Lin, Shuyu
    Zhang, Wei
    Elsayed, Nourhan M.
    Modi, Hailey
    Addala, Pooja
    Bijsterbosch, Janine
    Barch, Deanna M.
    Karcher, Nicole R.
    Hatoum, Alexander S.
    Agrawal, Arpana
    Bogdan, Ryan
    Johnson, Emma C.
    PSYCHOLOGICAL MEDICINE, 2024, 54 (13) : 3737 - 3751
  • [10] Family Conflict and Neural Markers of Familial Risk for Depression During Preadolescence Predicting Adolescent Psychopathology in the Adolescent Brain Cognitive Development (ABCD) Study
    Holt-Gosselin, Bailey
    Basol, Erin
    Keding, Taylor
    Rodrigues, Kathryn
    Joormann, Jutta
    Gee, Dylan G.
    BIOLOGICAL PSYCHIATRY, 2024, 95 (10) : S97 - S98