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      Are Genetic and Environmental Risk Factors for Psychopathology Amplified in Children with Below-Average Intelligence? A Population-Based Twin Study

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          Abstract

          There is a negative association between intelligence and psychopathology. We analyzed data on intelligence and psychopathology to assess this association in seven-year-old Dutch twin pairs (ranging from 616 to 14,150 depending on the phenotype) and estimated the degree to which genetic and environmental factors common to intelligence and psychopathology explain the association. Secondly, we examined whether genetic and environmental effects on psychopathology are moderated by intelligence. We found that intelligence, as assessed by psychometric IQ tests, correlated negatively with childhood psychopathology, as assessed by the DSM-oriented scales of the Child Behavior Check List (CBCL). The correlations ranged between − .09 and − .15 and were mainly explained by common genetic factors. Intelligence moderated genetic and environmental effects on anxiety and negative affect, but not those on ADHD, ODD, and autism. The heritability of anxiety and negative affect was greatest in individuals with below-average intelligence. We discuss mechanisms through which this effect could arise, and we end with some recommendations for future research.

          Supplementary Information

          The online version contains supplementary material available at 10.1007/s10519-023-10174-7.

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          mirt: A Multidimensional Item Response Theory Package for theREnvironment

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            The p Factor: One General Psychopathology Factor in the Structure of Psychiatric Disorders?

            Mental disorders traditionally have been viewed as distinct, episodic, and categorical conditions. This view has been challenged by evidence that many disorders are sequentially comorbid, recurrent/chronic, and exist on a continuum. Using the Dunedin Multidisciplinary Health and Development Study, we examined the structure of psychopathology, taking into account dimensionality, persistence, co-occurrence, and sequential comorbidity of mental disorders across 20 years, from adolescence to midlife. Psychiatric disorders were initially explained by three higher-order factors (Internalizing, Externalizing, and Thought Disorder) but explained even better with one General Psychopathology dimension. We have called this dimension the p factor because it conceptually parallels a familiar dimension in psychological science: the g factor of general intelligence. Higher p scores are associated with more life impairment, greater familiality, worse developmental histories, and more compromised early-life brain function. The p factor explains why it is challenging to find causes, consequences, biomarkers, and treatments with specificity to individual mental disorders. Transdiagnostic approaches may improve research.
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              Executive Functions and Developmental Psychopathology

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                Author and article information

                Contributors
                s.bruins@vu.nl
                Journal
                Behav Genet
                Behav Genet
                Behavior Genetics
                Springer US (New York )
                0001-8244
                1573-3297
                14 February 2024
                14 February 2024
                2024
                : 54
                : 3
                : 278-289
                Affiliations
                [1 ]Department of Biological Psychology, Vrije Universiteit Amsterdam, ( https://ror.org/008xxew50) Amsterdam, The Netherlands
                [2 ]GRID grid.16872.3a, ISNI 0000 0004 0435 165X, Amsterdam Public Health Research Institute, ; Amsterdam, The Netherlands
                [3 ]Research Institute LEARN!, Vrije Universiteit Amsterdam, ( https://ror.org/008xxew50) Amsterdam, The Netherlands
                [4 ]Behavioural Science Institute, Radboud University, ( https://ror.org/016xsfp80) Nijmegen, The Netherlands
                [5 ]Department of Psychiatry, Radboud University Medical Center, ( https://ror.org/05wg1m734) Nijmegen, The Netherlands
                [6 ]GRID grid.4494.d, ISNI 0000 0000 9558 4598, Department of Psychiatry, , University of Groningen, University Medical Center Groningen, ; Groningen, The Netherlands
                [7 ]Karakter Child and Adolescent Psychiatry University Center, ( https://ror.org/044jw3g30) Nijmegen, The Netherlands
                [8 ]Amsterdam Research and Development (AR&D) Research Institute, Amsterdam, The Netherlands
                Author notes

                Handling Editor: Irwin Waldman

                Article
                10174
                10.1007/s10519-023-10174-7
                11032279
                38353893
                9462e615-a7b1-4f81-93ef-305f7457b6af
                © The Author(s) 2024

                Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

                History
                : 25 November 2022
                : 20 December 2023
                Funding
                Funded by: FundRef http://dx.doi.org/10.13039/501100001826, ZonMw;
                Award ID: 636340003
                Award ID: 636340003
                Award ID: 636340003
                Award ID: 636340003
                Award ID: 636340003
                Award ID: 636340003
                Award ID: 636340003
                Funded by: FundRef http://dx.doi.org/10.13039/501100003246, Nederlandse Organisatie voor Wetenschappelijk Onderzoek;
                Award ID: 0240-001-003
                Award ID: 0240-001-003
                Award ID: 0240-001-003
                Funded by: FundRef http://dx.doi.org/10.13039/501100001722, Koninklijke Nederlandse Akademie van Wetenschappen;
                Award ID: PAH/6635
                Award ID: PAH/6635
                Categories
                Original Research
                Custom metadata
                © Springer Science+Business Media, LLC, part of Springer Nature 2024

                Genetics
                childhood psychopathology,developmental psychology,gene-environment interaction,intelligence

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