TY - JOUR
T1 - Multivariate analyses of molecular genetic associations between childhood psychopathology and adult mood disorders and related traits
AU - Akingbuwa, Wonuola A.
AU - Hammerschlag, Anke R.
AU - Allegrini, Andrea G.
AU - Sallis, Hannah
AU - Kuja-Halkola, Ralf
AU - Rimfeld, Kaili
AU - Lichtenstein, Paul
AU - Lundstrom, Sebastian
AU - Munafò, Marcus R.
AU - Plomin, Robert
AU - Nivard, Michel G.
AU - Bartels, Meike
AU - Middeldorp, Christel M.
N1 - Funding Information: This project has received funding from the European Union's Horizon 2020 research and innovation programme, Marie Sklodowska Curie Actions—MSCA-ITN-2016—Innovative Training Networks under grant agreement No [721567]. Wonuola A. Akingbuwa and Andrea G. Allegrini have received funding from the European Union's Horizon 2020 research and innovation programme under the Marie Sklodowska–Curie grant agreement no. 721567. Anke R. Hammerschlag is supported by the Children's Hospital Foundation and University of Queensland strategic funding. Hannah Sallis and Marcus R. Munafò are members of the MRC Integrative Epidemiology Unit at the University of Bristol (MC_UU_00011/7). Kaili Rimfeld is supported by a Sir Henry Wellcome Postdoctoral Fellowship. Robert Plomin is supported by a Medical Research Council Professorship award (G19/2). Michel G. Nivard is supported by ZonMw grant: “Genetics as a research tool: a natural experiment to elucidate the causal effects of social mobility on health” (pnr: 531003014) and ZonMw project: “Can sex- and gender-specific gene expression and epigenetics explain sex-differences in disease prevalence and etiology?” (pnr: 849200011). Meike Bartels is funded by an ERC Consolidator Grant (WELL-BEING 771057). Funding Information: This project has received funding from the European Union's Horizon 2020 research and innovation programme, Marie Sklodowska Curie Actions—MSCA‐ITN‐2016—Innovative Training Networks under grant agreement No [721567]. Wonuola A. Akingbuwa and Andrea G. Allegrini have received funding from the European Union's Horizon 2020 research and innovation programme under the Marie Sklodowska–Curie grant agreement no. 721567. Anke R. Hammerschlag is supported by the Children's Hospital Foundation and University of Queensland strategic funding. Hannah Sallis and Marcus R. Munafò are members of the MRC Integrative Epidemiology Unit at the University of Bristol (MC_UU_00011/7). Kaili Rimfeld is supported by a Sir Henry Wellcome Postdoctoral Fellowship. Robert Plomin is supported by a Medical Research Council Professorship award (G19/2). Michel G. Nivard is supported by ZonMw grant: “Genetics as a research tool: a natural experiment to elucidate the causal effects of social mobility on health” (pnr: 531003014) and ZonMw project: “Can sex‐ and gender‐specific gene expression and epigenetics explain sex‐differences in disease prevalence and etiology?” (pnr: 849200011). Meike Bartels is funded by an ERC Consolidator Grant (WELL‐BEING 771057). Funding Information: Children's Hospital Foundation and University of Queensland Strategic Funding; H2020 European Research Council, Grant/Award Number: 771057; H2020 Marie Skłodowska‐Curie Actions, Grant/Award Number: 721567; Medical Research Council Professorship Award, Grant/Award Number: G19/2; MRC Integrative Epidemiology Unit, University of Bristol, Grant/Award Number: MC_UU_00011/7; Sir Henry Wellcome Postdoctoral Fellowship; ZonMw, Grant/Award Numbers: 531003014, 849200011 Funding information Publisher Copyright: © 2022 The Authors. American Journal of Medical Genetics Part B: Neuropsychiatric Genetics published by Wiley Periodicals LLC.
PY - 2023/1/1
Y1 - 2023/1/1
N2 - Ubiquitous associations have been detected between different types of childhood psychopathology and polygenic risk scores based on adult psychiatric disorders and related adult outcomes, indicating that genetic factors partly explain the association between childhood psychopathology and adult outcomes. However, these analyses in general do not take into account the correlations between the adult trait and disorder polygenic risk scores. This study aimed to further clarify the influence of genetic factors on associations between childhood psychopathology and adult outcomes by accounting for these correlations. Using a multivariate multivariable regression, we analyzed associations of childhood attention-deficit/hyperactivity disorder (ADHD), internalizing, and social problems, with polygenic scores (PGS) of adult disorders and traits including major depression, bipolar disorder, subjective well-being, neuroticism, insomnia, educational attainment, and body mass index (BMI), derived for 20,539 children aged 8.5–10.5 years. After correcting for correlations between the adult phenotypes, major depression PGS were associated with all three childhood traits, that is, ADHD, internalizing, and social problems. In addition, BMI PGS were associated with ADHD symptoms and social problems, while neuroticism PGS were only associated with internalizing problems and educational attainment PGS were only associated with ADHD symptoms. PGS of bipolar disorder, subjective well-being, and insomnia were not associated with any childhood traits. Our findings suggest that associations between childhood psychopathology and adult traits like insomnia and subjective well-being may be primarily driven by genetic factors that influence adult major depression. Additionally, specific childhood phenotypes are genetically associated with educational attainment, BMI and neuroticism.
AB - Ubiquitous associations have been detected between different types of childhood psychopathology and polygenic risk scores based on adult psychiatric disorders and related adult outcomes, indicating that genetic factors partly explain the association between childhood psychopathology and adult outcomes. However, these analyses in general do not take into account the correlations between the adult trait and disorder polygenic risk scores. This study aimed to further clarify the influence of genetic factors on associations between childhood psychopathology and adult outcomes by accounting for these correlations. Using a multivariate multivariable regression, we analyzed associations of childhood attention-deficit/hyperactivity disorder (ADHD), internalizing, and social problems, with polygenic scores (PGS) of adult disorders and traits including major depression, bipolar disorder, subjective well-being, neuroticism, insomnia, educational attainment, and body mass index (BMI), derived for 20,539 children aged 8.5–10.5 years. After correcting for correlations between the adult phenotypes, major depression PGS were associated with all three childhood traits, that is, ADHD, internalizing, and social problems. In addition, BMI PGS were associated with ADHD symptoms and social problems, while neuroticism PGS were only associated with internalizing problems and educational attainment PGS were only associated with ADHD symptoms. PGS of bipolar disorder, subjective well-being, and insomnia were not associated with any childhood traits. Our findings suggest that associations between childhood psychopathology and adult traits like insomnia and subjective well-being may be primarily driven by genetic factors that influence adult major depression. Additionally, specific childhood phenotypes are genetically associated with educational attainment, BMI and neuroticism.
KW - childhood psychopathology
KW - major depression
KW - multivariate regression
KW - polygenic scores
UR - http://www.scopus.com/inward/record.url?scp=85143237182&partnerID=8YFLogxK
U2 - https://doi.org/10.1002/ajmg.b.32922
DO - https://doi.org/10.1002/ajmg.b.32922
M3 - Article
C2 - 36380638
SN - 1552-4841
VL - 192
SP - 3
EP - 12
JO - American Journal of Medical Genetics, Part B: Neuropsychiatric Genetics
JF - American Journal of Medical Genetics, Part B: Neuropsychiatric Genetics
IS - 1-2
ER -