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Do polygenic indices capture “direct” effects on child externalizing behavior? Within-family analyses in two longitudinal birth cohorts
Behaviors and disorders characterized by difficulties with self-regulation, such as problematic substance use, antisocial behavior, and symptoms of attention-deficit/hyperactivity disorder (ADHD), incur high costs for individuals, families, and communities. These externalizing behaviors often appear...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10312898/ https://www.ncbi.nlm.nih.gov/pubmed/37398155 http://dx.doi.org/10.1101/2023.05.31.23290802 |
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author | Tanksley, Peter T. Brislin, Sarah J. Wertz, Jasmin de Vlaming, Ronald Courchesne-Krak, Natasia S. Mallard, Travis T. Raffington, Laurel L. Linnér, Richard Karlsson Koellinger, Philipp Palmer, Abraham Sanchez-Roige, Alexandra Waldman, Irwin Dick, Danielle Moffitt, Terrie E. Caspi, Avshalom Harden, K. Paige |
author_facet | Tanksley, Peter T. Brislin, Sarah J. Wertz, Jasmin de Vlaming, Ronald Courchesne-Krak, Natasia S. Mallard, Travis T. Raffington, Laurel L. Linnér, Richard Karlsson Koellinger, Philipp Palmer, Abraham Sanchez-Roige, Alexandra Waldman, Irwin Dick, Danielle Moffitt, Terrie E. Caspi, Avshalom Harden, K. Paige |
author_sort | Tanksley, Peter T. |
collection | PubMed |
description | Behaviors and disorders characterized by difficulties with self-regulation, such as problematic substance use, antisocial behavior, and symptoms of attention-deficit/hyperactivity disorder (ADHD), incur high costs for individuals, families, and communities. These externalizing behaviors often appear early in the life course and can have far-reaching consequences. Researchers have long been interested in direct measurements of genetic risk for externalizing behaviors, which can be incorporated alongside other known risk factors to improve efforts at early identification and intervention. In a preregistered analysis drawing on data from the Environmental Risk (E-Risk) Longitudinal Twin Study ([Formula: see text] twins) and the Millennium Cohort Study (MCS; [Formula: see text] parent-child trios), two longitudinal cohorts from the UK, we leveraged molecular genetic data and within-family designs to test for genetic effects on externalizing behavior that are unbiased by the common sources of environmental confounding. Results are consistent with the conclusion that an externalizing polygenic index (PGI) captures causal effects of genetic variants on externalizing problems in children and adolescents, with an effect size that is comparable to those observed for other established risk factors in the research literature on externalizing behavior. Additionally, we find that polygenic associations vary across development (peaking from age 5–10 years), that parental genetics (assortment and parent-specific effects) and family-level covariates affect prediction little, and that sex differences in polygenic prediction are present but only detectable using within-family comparisons. Based on these findings, we believe that the PGI for externalizing behavior is a promising means for studying the development of disruptive behaviors across child development. |
format | Online Article Text |
id | pubmed-10312898 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-103128982023-07-01 Do polygenic indices capture “direct” effects on child externalizing behavior? Within-family analyses in two longitudinal birth cohorts Tanksley, Peter T. Brislin, Sarah J. Wertz, Jasmin de Vlaming, Ronald Courchesne-Krak, Natasia S. Mallard, Travis T. Raffington, Laurel L. Linnér, Richard Karlsson Koellinger, Philipp Palmer, Abraham Sanchez-Roige, Alexandra Waldman, Irwin Dick, Danielle Moffitt, Terrie E. Caspi, Avshalom Harden, K. Paige medRxiv Article Behaviors and disorders characterized by difficulties with self-regulation, such as problematic substance use, antisocial behavior, and symptoms of attention-deficit/hyperactivity disorder (ADHD), incur high costs for individuals, families, and communities. These externalizing behaviors often appear early in the life course and can have far-reaching consequences. Researchers have long been interested in direct measurements of genetic risk for externalizing behaviors, which can be incorporated alongside other known risk factors to improve efforts at early identification and intervention. In a preregistered analysis drawing on data from the Environmental Risk (E-Risk) Longitudinal Twin Study ([Formula: see text] twins) and the Millennium Cohort Study (MCS; [Formula: see text] parent-child trios), two longitudinal cohorts from the UK, we leveraged molecular genetic data and within-family designs to test for genetic effects on externalizing behavior that are unbiased by the common sources of environmental confounding. Results are consistent with the conclusion that an externalizing polygenic index (PGI) captures causal effects of genetic variants on externalizing problems in children and adolescents, with an effect size that is comparable to those observed for other established risk factors in the research literature on externalizing behavior. Additionally, we find that polygenic associations vary across development (peaking from age 5–10 years), that parental genetics (assortment and parent-specific effects) and family-level covariates affect prediction little, and that sex differences in polygenic prediction are present but only detectable using within-family comparisons. Based on these findings, we believe that the PGI for externalizing behavior is a promising means for studying the development of disruptive behaviors across child development. Cold Spring Harbor Laboratory 2023-06-04 /pmc/articles/PMC10312898/ /pubmed/37398155 http://dx.doi.org/10.1101/2023.05.31.23290802 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Tanksley, Peter T. Brislin, Sarah J. Wertz, Jasmin de Vlaming, Ronald Courchesne-Krak, Natasia S. Mallard, Travis T. Raffington, Laurel L. Linnér, Richard Karlsson Koellinger, Philipp Palmer, Abraham Sanchez-Roige, Alexandra Waldman, Irwin Dick, Danielle Moffitt, Terrie E. Caspi, Avshalom Harden, K. Paige Do polygenic indices capture “direct” effects on child externalizing behavior? Within-family analyses in two longitudinal birth cohorts |
title | Do polygenic indices capture “direct” effects on child externalizing behavior? Within-family analyses in two longitudinal birth cohorts |
title_full | Do polygenic indices capture “direct” effects on child externalizing behavior? Within-family analyses in two longitudinal birth cohorts |
title_fullStr | Do polygenic indices capture “direct” effects on child externalizing behavior? Within-family analyses in two longitudinal birth cohorts |
title_full_unstemmed | Do polygenic indices capture “direct” effects on child externalizing behavior? Within-family analyses in two longitudinal birth cohorts |
title_short | Do polygenic indices capture “direct” effects on child externalizing behavior? Within-family analyses in two longitudinal birth cohorts |
title_sort | do polygenic indices capture “direct” effects on child externalizing behavior? within-family analyses in two longitudinal birth cohorts |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10312898/ https://www.ncbi.nlm.nih.gov/pubmed/37398155 http://dx.doi.org/10.1101/2023.05.31.23290802 |
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