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Carbonneau R, Vitaro F, Brendgen M, Boivin M, Tremblay RE. Understanding Early Risk Factors of Preschool Disruptive Behaviors in a Population-Based Birth Cohort: Why Does Comorbidity Matter? Healthcare (Basel) 2024; 12:2380. [PMID: 39685002 DOI: 10.3390/healthcare12232380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 11/19/2024] [Accepted: 11/23/2024] [Indexed: 12/18/2024] Open
Abstract
BACKGROUND/OBJECTIVES Research on early risk factors for disruptive behaviors (DBs: hyperactivity-impulsivity/HI, non-compliance/NC, or physical aggression/PA) has predominantly focused on individual DBs in silos (i.e., HI, NC, or PA) or the broader category of externalizing, reporting mostly common risk factors among them. However, studies addressing DB comorbidity, i.e., the simultaneous occurrence of more than one DB, showed differences in risk factors among DB comorbid profiles. Aiming to clarify this discrepancy, the present study compared the early risk factors associated with different longitudinal patterns (i.e., trajectories) of single-DBs (HI, NC, PA) with risk factors associated with monomorbid (HIonly, NConly, PAonly) and comorbid (HI + NC, NC + PA, HI + NC + PA) joint-DBs trajectories during the preschool period. METHODS In a population-based birth cohort (N = 2045), parents' pre-conception characteristics, pregnancy and perinatal conditions, and age 5 months child and family characteristics were used to compare children following single-DB and joint-DBs high trajectories to children following low or moderate trajectories. The DB trajectories were derived from mother ratings at ages 1½, 2½, 3½, 4½, and 5 years. RESULTS More risk factors were identified for single-DB high trajectories than for joint-DBs high trajectories. On average, children on a single-DB high trajectory shared only 44.2% of their risk factors with children on a related joint-DBs high trajectory. Moreover, high trajectories of single-DBs shared a larger proportion of their risk factors than did high trajectories of joint-DBs. The findings show that categories of DBs include different subgroups of children based on their comorbidity patterns across DBs, which are differentially linked to early risk factors. CONCLUSIONS Addressing comorbidity when investigating early risk factors of preschool DBs may improve our understanding of the etiological processes leading to these distinct but related behaviors and increase our ability to intervene upstream to prevent the earliest forms of potentially life-altering psychopathological conditions.
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Affiliation(s)
- Rene Carbonneau
- Department of Pediatrics, University of Montréal, Montréal, QC H3T 1J7, Canada
- Centre de Recherche Azrieli du CHU Sainte-Justine, Montréal, QC H3T 1C5, Canada
- Research Unit on Children's Psychosocial Maladjustment, University of Montréal, Montréal, QC H3T 1C5, Canada
| | - Frank Vitaro
- Centre de Recherche Azrieli du CHU Sainte-Justine, Montréal, QC H3T 1C5, Canada
- Research Unit on Children's Psychosocial Maladjustment, University of Montréal, Montréal, QC H3T 1C5, Canada
- Department of Psychoeducation, University of Montréal, Montréal, QC H3C 3J7, Canada
| | - Mara Brendgen
- Centre de Recherche Azrieli du CHU Sainte-Justine, Montréal, QC H3T 1C5, Canada
- Research Unit on Children's Psychosocial Maladjustment, University of Montréal, Montréal, QC H3T 1C5, Canada
- Department of Psychology, University of Québec in Montréal, Montréal, QC H3C 3P8, Canada
| | - Michel Boivin
- Research Unit on Children's Psychosocial Maladjustment, University of Montréal, Montréal, QC H3T 1C5, Canada
- Department of Psychology, Université Laval, Québec City, QC G1V 0A6, Canada
| | - Richard E Tremblay
- Department of Pediatrics, University of Montréal, Montréal, QC H3T 1J7, Canada
- Centre de Recherche Azrieli du CHU Sainte-Justine, Montréal, QC H3T 1C5, Canada
- Research Unit on Children's Psychosocial Maladjustment, University of Montréal, Montréal, QC H3T 1C5, Canada
- Department of Psychology, University of Montréal, Montréal, QC H3C 3J7, Canada
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Perzanowski MS, Rauh V, Ramphal B, Acosta L, Hoepner L, Rundle AG, Perera FP, Herbstman J, Miller RL, Margolis AE. Rhinorrhea and watery eyes in infancy and risk of attention-deficit hyperactivity disorder in school-age children. Dev Psychobiol 2024; 66:e22497. [PMID: 38689370 DOI: 10.1002/dev.22497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 04/04/2024] [Accepted: 04/06/2024] [Indexed: 05/02/2024]
Abstract
Increased parasympathetic nervous system (PNS) activity is associated with attention-deficit/hyperactivity disorder (ADHD) inattentive symptoms, but not hyperactive-impulsive symptoms, and may contribute to inattentive subtype etiology. Guided by prior work linking infant rhinorrhea and watery eyes without a cold (RWWC) to PNS dysregulation, we examined associations between infant RWWC and childhood ADHD symptoms in a longitudinal cohort of Black and Latinx children living in the context of economic disadvantage (N = 301 youth: 158 females, 143 males). Infant RWWC predicted higher inattentive (relative risk [RR] 2.16, p < .001) but not hyperactive-impulsive (RR 1.53, p = .065) ADHD symptoms (DuPaul scale), administered to caregivers at child age 8-14 years. Stratified analyses revealed that these associations were present in females but not males, who were three times more likely to have higher ADHD current total symptoms if they had infant RWWC than if they did not. Additionally, associations between RWWC and inattention symptoms were observed only in females. RWWC may thus serve as a novel risk marker of ADHD inattentive-type symptoms, especially for females.
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Affiliation(s)
- Matthew S Perzanowski
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Virginia Rauh
- Department of Population and Family Health, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Bruce Ramphal
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, College of Physicians and Surgeons, Columbia University, New York, New York, USA
| | - Luis Acosta
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Lori Hoepner
- Data Coordinating Center, Columbia University, New York, New York, USA
- Department of Environmental and Occupational Health Sciences, SUNY Downstate Health Sciences University School of Public Health, Brooklyn, New York, USA
| | - Andrew G Rundle
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Frederica P Perera
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Julie Herbstman
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Rachel L Miller
- Division of Clinical Immunology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Amy E Margolis
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, College of Physicians and Surgeons, Columbia University, New York, New York, USA
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Pingault JB, Barkhuizen W, Wang B, Hannigan LJ, Eilertsen EM, Corfield E, Andreassen OA, Ask H, Tesli M, Askeland RB, Davey Smith G, Stoltenberg C, Davies NM, Reichborn-Kjennerud T, Ystrom E, Havdahl A. Genetic nurture versus genetic transmission of risk for ADHD traits in the Norwegian Mother, Father and Child Cohort Study. Mol Psychiatry 2023; 28:1731-1738. [PMID: 36385167 PMCID: PMC10208953 DOI: 10.1038/s41380-022-01863-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 10/26/2022] [Accepted: 10/28/2022] [Indexed: 11/17/2022]
Abstract
Identifying mechanisms underlying the intergenerational transmission of risk for attention-deficit/hyperactivity disorder (ADHD) traits can inform interventions and provide insights into the role of parents in shaping their children's outcomes. We investigated whether genetic transmission and genetic nurture (environmentally mediated effects) underlie associations between polygenic scores indexing parental risk and protective factors and their offspring's ADHD traits. This birth cohort study included 19,506 genotyped mother-father-offspring trios from the Norwegian Mother, Father and Child Cohort Study. Polygenic scores were calculated for parental factors previously associated with ADHD, including psychopathology, substance use, neuroticism, educational attainment, and cognitive performance. Mothers reported on their 8-year-old children's ADHD traits (n = 9,454 children) using the Parent/Teacher Rating Scale for Disruptive Behaviour Disorders. We found that associations between ADHD maternal and paternal polygenic scores and child ADHD traits decreased significantly when adjusting for the child polygenic score (pΔβ = 9.95 × 10-17 for maternal and pΔβ = 1.48 × 10-14 for paternal estimates), suggesting genetic transmission of ADHD risk. Similar patterns suggesting genetic transmission of risk were observed for smoking, educational attainment, and cognition. The maternal polygenic score for neuroticism remained associated with children's ADHD ratings even after adjusting for the child polygenic score, indicating genetic nurture. There was no robust evidence of genetic nurture for other parental factors. Our findings indicate that the intergenerational transmission of risk for ADHD traits is largely explained by the transmission of genetic variants from parents to offspring rather than by genetic nurture. Observational associations between parental factors and childhood ADHD outcomes should not be interpreted as evidence for predominantly environmentally mediated effects.
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Affiliation(s)
- Jean-Baptiste Pingault
- Division of Psychology and Language Sciences, University College London, London, United Kingdom
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College, London, United Kingdom
| | - Wikus Barkhuizen
- Division of Psychology and Language Sciences, University College London, London, United Kingdom.
| | - Biyao Wang
- Division of Psychology and Language Sciences, University College London, London, United Kingdom
| | - Laurie J Hannigan
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
- MRC Integrative Epidemiology Unit (IEU), University of Bristol, Bristol, United Kingdom
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Espen Moen Eilertsen
- PROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Elizabeth Corfield
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
| | - Ole A Andreassen
- NORMENT Centre, Institute of Clinical Medicine, University of Oslo and Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
| | - Helga Ask
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
- PROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway
| | - Martin Tesli
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
- NORMENT Centre, Institute of Clinical Medicine, University of Oslo and Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
| | - Ragna Bugge Askeland
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
- MRC Integrative Epidemiology Unit (IEU), University of Bristol, Bristol, United Kingdom
- NORMENT Centre, Institute of Clinical Medicine, University of Oslo and Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
| | - George Davey Smith
- MRC Integrative Epidemiology Unit (IEU), University of Bristol, Bristol, United Kingdom
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Camilla Stoltenberg
- Norwegian Institute of Public Health, Oslo, Norway
- University of Bergen, Bergen, Norway
| | - Neil M Davies
- MRC Integrative Epidemiology Unit (IEU), University of Bristol, Bristol, United Kingdom
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
| | - Ted Reichborn-Kjennerud
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo and Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
| | - Eivind Ystrom
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
- PROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway
- School of Pharmacy, University of Oslo, Oslo, Norway
| | - Alexandra Havdahl
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
- MRC Integrative Epidemiology Unit (IEU), University of Bristol, Bristol, United Kingdom
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
- PROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway
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Roetner J, Petry J, Niekamp J, Maschke J, Goecke TW, Fasching PA, Beckmann MW, Kornhuber J, Kratz O, Moll GH, Eichler A. [Maternal depression and child development: A prospective analysis of consequences, risk and protective factors]. ZEITSCHRIFT FUR KINDER-UND JUGENDPSYCHIATRIE UND PSYCHOTHERAPIE 2022; 50:382-394. [PMID: 35321586 DOI: 10.1024/1422-4917/a000866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Maternal depression and child development: A prospective analysis of consequences, risk and protective factors Abstract. Objective: Maternal stress, specifically maternal mental health problems, are considered risk factors for child development. The literature suggests that prenatal depressive symptoms as well as depressive symptoms are a widespread phenomenon during the further development of the child and have repeatedly been shown to have adverse effects on child mental health outcomes. The present study examined the longitudinal relationships between maternal depression (prenatal, postnatal, during childhood and adolescence) and child mental health from childhood to adolescence. Possible risk and protective factors were also considered. Method: N = 112 mothers were assessed for depressive symptoms via a questionnaire at four different timepoints (prenatal, T1; postnatal, T2; during childhood, T3; during adolescence, T4). Children's externalizing and internalizing symptoms (50.9 % girls) were assessed by their mothers both during childhood (M = 7.68, SD = 0.76 years) and during adolescence (M = 13.23, SD = 0.27 years). We evaluated the relationships between maternal depressive symptoms and children's externalizing/internalizing symptoms using multiple regression models and analyzed possible risk and protective factors using moderation analysis. Results: Externalizing/Internalizing symptoms were not directly associated with maternal depressive symptoms, while associations between such symptoms and maladaptive behavior were found in adolescents. The socioeconomic status of families showed a different risk profile for prenatal and postnatal depressive symptoms. The IQ of the children proved to be a risk factor for internalizing symptoms. Conclusions: Maternal depressive symptoms at any time during child development - in combination with further risk factors - have an impact on child mental health. The early identification of maternal symptoms followed by interventions to differentiate between prenatal and postnatal depression - especially in the context of socioeconomic status - are highly relevant for child development.
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Affiliation(s)
- Jakob Roetner
- Kinder- und Jugendabteilung für Psychische Gesundheit, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen
| | - Janna Petry
- Kinder- und Jugendabteilung für Psychische Gesundheit, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen
| | - Julia Niekamp
- Kinder- und Jugendabteilung für Psychische Gesundheit, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen
| | - Janina Maschke
- Kinder- und Jugendabteilung für Psychische Gesundheit, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen
| | - Tamme W Goecke
- Frauenklinik, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen.,Klinik für Gynäkologie und Geburtshilfe, Ro-Med Klinikum Rosenheim, Rosenheim
| | - Peter A Fasching
- Frauenklinik, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen
| | - Matthias W Beckmann
- Frauenklinik, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen
| | - Johannes Kornhuber
- Psychiatrische und Psychotherapeutische Klinik, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen
| | - Oliver Kratz
- Kinder- und Jugendabteilung für Psychische Gesundheit, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen
| | - Gunther H Moll
- Kinder- und Jugendabteilung für Psychische Gesundheit, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen
| | - Anna Eichler
- Kinder- und Jugendabteilung für Psychische Gesundheit, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen
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- Kinder- und Jugendabteilung für Psychische Gesundheit, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen
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Spencer NJ, Ludvigsson J, Bai G, Gauvin L, Clifford SA, Abu Awad Y, Goldhaber-Fiebert JD, Markham W, Faresjö Å, White PA, Raat H, Jansen P, Nikiema B, Mensah FK, McGrath JJ. Social gradients in ADHD by household income and maternal education exposure during early childhood: Findings from birth cohort studies across six countries. PLoS One 2022; 17:e0264709. [PMID: 35294456 PMCID: PMC8926184 DOI: 10.1371/journal.pone.0264709] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Accepted: 02/15/2022] [Indexed: 01/26/2023] Open
Abstract
OBJECTIVE This study aimed to examine social gradients in ADHD during late childhood (age 9-11 years) using absolute and relative relationships with socioeconomic status exposure (household income, maternal education) during early childhood (<5 years) in seven cohorts from six industrialised countries (UK, Australia, Canada, The Netherlands, USA, Sweden). METHODS Secondary analyses were conducted for each birth cohort. Risk ratios, pooled risk estimates, and absolute inequality, measured by the Slope Index of Inequality (SII), were estimated to quantify social gradients in ADHD during late childhood by household income and maternal education measured during early childhood. Estimates were adjusted for child sex, mother age at birth, mother ethnicity, and multiple births. FINDINGS All cohorts demonstrated social gradients by household income and maternal education in early childhood, except for maternal education in Quebec. Pooled risk estimates, relating to 44,925 children, yielded expected gradients (income: low 1.83(CI 1.38,2.41), middle 1.42(1.13,1.79), high (reference); maternal education: low 2.13(1.39,3.25), middle 1.42(1.13,1.79)). Estimates of absolute inequality using SII showed that the largest differences in ADHD prevalence between the highest and lowest levels of maternal education were observed in Australia (4% lower) and Sweden (3% lower); for household income, the largest differences were observed in Quebec (6% lower) and Canada (all provinces: 5% lower). CONCLUSION Findings indicate that children in families with high household income or maternal education are less likely to have ADHD at age 9-11. Absolute inequality, in combination with relative inequality, provides a more complete account of the socioeconomic status and ADHD relationship in different high-income countries. While the study design precludes causal inference, the linear relation between early childhood social circumstances and later ADHD suggests a potential role for policies that promote high levels of education, especially among women, and adequate levels of household income over children's early years in reducing risk of later ADHD.
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Affiliation(s)
- Nicholas James Spencer
- Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, United Kingdom
| | - Johnny Ludvigsson
- Crown Princess Victoria Children’s Hospital, Region Östergötland, Linköping, Sweden
- Division of Pediatrics, Dept of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Guannan Bai
- Department of Public Health, Erasmus MC–University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Lise Gauvin
- Centre de recherche du Centre Hospitalier de l’Université de Montréal, Montréal, Québec, Canada
- École de santé publique, Université de Montréal, Montréal, Québec, Canada
| | - Susan A. Clifford
- Murdoch Children’s Research Institute and Department of Paediatrics, The University of Melbourne, Melbourne, Victoria, Australia
| | - Yara Abu Awad
- PERFORM Centre, Concordia University, Montreal, Quebec, Canada
| | | | - Wolfgang Markham
- Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, United Kingdom
| | - Åshild Faresjö
- Department of Health, Medicine and Caring Science/Inst of Society and Health/Public Health, Linköping University, Linköping, Sweden
| | - Pär Andersson White
- Crown Princess Victoria Children’s Hospital, Region Östergötland, Linköping, Sweden
| | - Hein Raat
- Department of Public Health, Erasmus MC–University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Pauline Jansen
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC–University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Psychology, Education, and Child Studies, Erasmus MC–University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Béatrice Nikiema
- Centre de recherche du Centre Hospitalier de l’Université de Montréal, Montréal, Québec, Canada
- Cree Board of Health and Social Services of James Bay, Department of Program Development and Support, Chisasibi, Québec, Canada
| | - Fiona K. Mensah
- Murdoch Children’s Research Institute and Department of Paediatrics, The University of Melbourne, Melbourne, Victoria, Australia
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Markham WA, Spencer N. Factors that mediate the relationships between household socio-economic status and childhood Attention Deficit Hyperactivity Disorder (ADHD) in children and adolescents: A systematic review. PLoS One 2022; 17:e0262988. [PMID: 35231056 PMCID: PMC8887716 DOI: 10.1371/journal.pone.0262988] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 01/10/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND ADHD is one of the most prevalent mental health disorders among children and adolescents. Household socio-economic status (SES) in early childhood is inversely related to ADHD later in childhood or adolescence. We conducted a systematic review to examine psychological, social and behavioural factors that mediate these relationships (PROSPERO Registration number: CRD42020182832). METHODS AND FINDINGS We searched Medline, EMBASE, PsychINFo, and Web of Science from inception until May 2020. Both authors independently reviewed abstracts and identified papers for inclusion. We sought primary observational studies (cohort, cross-sectional and case control studies) of general population-based samples of children and adolescents aged 18 and under that investigated potential mediators of the relationships between SES and ADHD. Studies based upon non-general population-based samples, twins or biochemical/physiological changes were excluded. Direct and indirect effects derived from standard validated mediation analysis were extracted for potential mediators. We assessed risk of bias using a modified NIH tool and synthesised quantitative data without meta-analysis according to the (SWiM) protocol because of heterogeneity between included studies. Family adversity, paternal and maternal ADHD symptoms, Home Learning Environment, breastfeeding duration and a combined fine motor and language score at age 2 may lie on the SES-ADHD pathway. Evidence concerning the influence of maternal depression/anxiety and adverse parenting was inconsistent across studies. There was no evidence that mother's health-related behaviour, family characteristics, child's consumption of fizzy drinks or other developmental characteristics at birth/during infancy lie on the SES-ADHD pathway. Publication bias may have been introduced by our decision not to search grey literature, not to approach study authors and limit the search to the English language. CONCLUSIONS Evidence for mediation of the SES-ADHD pathway in childhood/adolescence is under-researched. Maternal mental health, family adversity, parenting and health-related behaviours warrant further research based on longitudinal data and employing the most advanced mediation analysis methods.
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Affiliation(s)
- Wolfgang A. Markham
- Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, United Kingdom
| | - Nicholas Spencer
- Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, United Kingdom
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7
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Shephard E, Zuccolo PF, Idrees I, Godoy PBG, Salomone E, Ferrante C, Sorgato P, Catão LFCC, Goodwin A, Bolton PF, Tye C, Groom MJ, Polanczyk GV. Systematic Review and Meta-analysis: The Science of Early-Life Precursors and Interventions for Attention-Deficit/Hyperactivity Disorder. J Am Acad Child Adolesc Psychiatry 2022; 61:187-226. [PMID: 33864938 DOI: 10.1016/j.jaac.2021.03.016] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 03/01/2021] [Accepted: 03/19/2021] [Indexed: 11/15/2022]
Abstract
OBJECTIVE To evaluate which early neurocognitive and behavioral precursors are associated with the development of attention-deficit/hyperactivity disorder (ADHD) and whether these are currently targeted in early interventions. METHOD We conducted 2 systematic reviews and meta-analyses of empirical studies to examine the following: (1) early-life (0-5 years) neurocognitive and behavioral precursors associated with familial likelihood for ADHD, an early ADHD diagnosis/elevated ADHD symptoms, and/or the presence of later-childhood ADHD; and (2) interventions delivered to children aged 0 to 5 years targeting the identified precursors or measuring these as outcomes. Standardized mean differences (Hedges' g) and pre-post-treatment change scores (SMD) were computed. RESULTS A total of 149 studies (165,095 participants) investigating 8 neurocognitive and behavioral domains met inclusion criteria for part 1. Multi-level random-effects meta-analyses on 136 studies revealed significant associations between ADHD and poorer cognitive (g = -0.46 [95% CIs: -0.59, -0.33]), motor (g = -0.35 [CIs: -0.48, -0.21]) and language (g = -0.43 [CIs: -0.66, -0.19]) development, social (g = 0.23 [CIs: 0.03, 0.43]) and emotional (g = 0.46 [CIs: 0.33, 0.58]) difficulties, early regulatory (g = 0.30 [CIs: 0.18, 0.43]) and sleep (g = 0.29 [CIs: 0.14, 0.44]) problems, sensory atypicalities (g = 0.52 [CIs: 0.16, 0.88]), elevated activity levels (g = 0.54 [CIs: 0.37, 0.72]), and executive function difficulties (g = 0.34 [CIs: 0.05, 0.64] to -0.87 [CIs: -1.35, -0.40]). A total of 32 trials (28 randomized, 4 nonrandomized, 3,848 participants) testing early interventions that targeted the identified precursors met inclusion criteria for part 2. Multi-level random-effects meta-analyses on 22 studies revealed significant intervention-related improvements in ADHD symptoms (SMD = 0.43 [CIs: 0.22, 0.64]) and working memory (SMD = 0.37 [CIs: 0.06, 0.69]). CONCLUSION Children aged 0 to 5 years with current or later-emerging ADHD are likely to experience difficulties in multiple neurocognitive/behavioral functions. Early interventions show some effectiveness in reducing ADHD symptoms, but their effects on neurocognitive/behavioral difficulties require further study.
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Affiliation(s)
- Elizabeth Shephard
- Drs. Shephard, Zuccolo, Prof. Polanczyk, Ms. Godoy, and Mr. Catão are with Faculdade de Medicina FMUSP, Universidade de São Paulo, Brazil; Drs. Shephard, Goodwin, Tye, and Prof. Bolton are with Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, United Kingdom.
| | - Pedro F Zuccolo
- Drs. Shephard, Zuccolo, Prof. Polanczyk, Ms. Godoy, and Mr. Catão are with Faculdade de Medicina FMUSP, Universidade de São Paulo, Brazil
| | - Iman Idrees
- Ms. Idrees and Dr. Groom are with Institute of Mental Health, University of Nottingham, United Kingdom
| | - Priscilla B G Godoy
- Drs. Shephard, Zuccolo, Prof. Polanczyk, Ms. Godoy, and Mr. Catão are with Faculdade de Medicina FMUSP, Universidade de São Paulo, Brazil
| | - Erica Salomone
- Dr. Salomone and Mss. Ferrante and Sorgato are with the University of Milan-Bicocca, Italy
| | - Camilla Ferrante
- Dr. Salomone and Mss. Ferrante and Sorgato are with the University of Milan-Bicocca, Italy
| | - Paola Sorgato
- Dr. Salomone and Mss. Ferrante and Sorgato are with the University of Milan-Bicocca, Italy
| | - Luís F C C Catão
- Drs. Shephard, Zuccolo, Prof. Polanczyk, Ms. Godoy, and Mr. Catão are with Faculdade de Medicina FMUSP, Universidade de São Paulo, Brazil
| | - Amy Goodwin
- Drs. Shephard, Goodwin, Tye, and Prof. Bolton are with Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, United Kingdom
| | - Patrick F Bolton
- Drs. Shephard, Goodwin, Tye, and Prof. Bolton are with Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, United Kingdom; Prof. Bolton is also with The Maudsley NIHR Biomedical Research Centre in Mental Health, King's College London and South London and Maudsley NHS Foundation Trust, London, United Kingdom
| | - Charlotte Tye
- Drs. Shephard, Goodwin, Tye, and Prof. Bolton are with Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, United Kingdom
| | - Madeleine J Groom
- Ms. Idrees and Dr. Groom are with Institute of Mental Health, University of Nottingham, United Kingdom
| | - Guilherme V Polanczyk
- Drs. Shephard, Zuccolo, Prof. Polanczyk, Ms. Godoy, and Mr. Catão are with Faculdade de Medicina FMUSP, Universidade de São Paulo, Brazil
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8
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Göbel K, Cohrdes C. The whole is greater than the sum of its parts: profiles of multiple mental health risk factors using Latent class analysis. Child Adolesc Psychiatry Ment Health 2021; 15:27. [PMID: 34127038 PMCID: PMC8204434 DOI: 10.1186/s13034-021-00380-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 06/01/2021] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND The exposure to an accumulation of various risk factors during childhood and adolescence relative to a single risk is associated with poorer mental health. Identification of distinct constellations of risk factors is an essential step towards the development of effective prevention strategies of mental disorders. A Latent class analysis (LCA) extracts different combinations of risk factors or subgroups and examines the association between profiles of multiple risk and mental health outcomes. METHODS The current study used longitudinal survey data (KiGGS) of 10,853 German children, adolescents and young adults. The LCA included 27 robust risk and protective factors across multiple domains for mental health. RESULTS The LCA identified four subgroups of individuals with different risk profiles: a basic-risk (51.4%), high-risk (23.4%), parental-risk (11.8%) and social-risk class (13.4%). Multiple risk factors of the family domain, in particular family instability were associated with negative mental health outcomes (e.g. mental health problems, depression, ADHD) and predominately comprised late adolescent girls. The social environment represented a more common risk domain for young males. CONCLUSION The understanding of multiple risk and different risk "profiles" helps to understand and adjust targeted interventions with a focus on vulnerable groups.
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Affiliation(s)
- Kristin Göbel
- Department of Epidemiology and Health Monitoring, Mental Health Unit, Robert Koch Institute, General-Pape-Straße 62-66, 12101 Berlin, Germany
- Present Address: Department of Educational Science and Psychology, Division of Developmental Science and Applied Developmental Psychology, Freie Universität Berlin, Habelschwerdter Allee 45, 14195 Berlin, Germany
| | - Caroline Cohrdes
- Department of Epidemiology and Health Monitoring, Mental Health Unit, Robert Koch Institute, General-Pape-Straße 62-66, 12101 Berlin, Germany
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9
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Oerbeck B, Overgaard KR, Pripp AH, Reichborn-Kjennerud T, Aase H, Zeiner P. Early Predictors of ADHD: Evidence from a Prospective Birth Cohort. J Atten Disord 2020; 24:1685-1692. [PMID: 29254401 DOI: 10.1177/1087054717696765] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Objective: To identify preschool predictors of registered ADHD diagnoses and compare two ADHD rating scales, Child Behavior Checklist (CBCL) and Conners' Parent Rating Scale (CPRS-R:S). Method: The Norwegian Mother and Child Cohort study (MoBa) is a prospective population-based cohort study. The sample were singletons whose mothers responded to MoBa questionnaires at child age 3 years (n = 57,986) and 5 years (n = 32,377). ADHD diagnoses were obtained from the Norwegian Patient Register. Predictors were child gender, development and symptoms, and maternal ADHD symptoms. We used Cox proportional hazard regression analyses. Results: In all final models, ADHD symptoms at age 3 and 5 years predicted later ADHD: Age 3, CBCL: hazard ratio (HR) = 3.23 (CI [2.59, 4.02]); age 5, CBCL: HR = 10.30 (CI [7.44, 14.26]); and age 5 CPRS-R:S: HR = 5.92 (CI [4.95, 7.07]). Conclusion: The findings underline the importance of taking early parent-reported symptoms seriously. Both rating scales were useful for predicting ADHD.
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Affiliation(s)
| | | | | | | | - Heidi Aase
- Norwegian Institute of Public Health, Oslo, Norway
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10
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Guo D, Ju R, Zhou Q, Mao J, Tao H, Jing H, Zhu C, Dai J. Association of maternal diabetes with attention deficit/hyperactivity disorder (ADHD) in offspring: A meta-analysis and review. Diabetes Res Clin Pract 2020; 165:108269. [PMID: 32535117 DOI: 10.1016/j.diabres.2020.108269] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 06/08/2020] [Indexed: 01/11/2023]
Abstract
AIMS Researches on the relationship between maternal pregestational or gestational diabetes and attention deficit/hyperactivity disorder (ADHD) in offspring provided inconsistent findings; therefore, we performed an updated and comprehensive literature review and meta-analysis to evaluate the available evidence. METHOLDS Relevant articles in Pubmed, Web of Science, Cochrane, Embase, and Wanfang database published until January 2019 were searched without language restriction. We performed a meta-analysis about maternal pregestational and gestational diabetes and risk of ADHD in offspring using odds ratio (OR), relative risk (RR), hazard ratio (HR) and 95% confidence interval (95% CI) extracted from each study. RESULTS Seven articles were included in this study and a total of 3,169,529 participants were accumulated. We found maternal pregestational diabetes increased the risk of ADHD in offspring by 44% (95% CI was 1.32-1.57). CONCLUSIONS Maternal pregestational diabetes is a potential adverse risk of ADHD in offspring. Considering the limited amount of reliable information availabe. In the future, more in-depth and detailed researches, especially population-based prospective cohort studies, are needed to explore this topic more comprehensively.
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Affiliation(s)
- Dan Guo
- Department of Preventive Health Branch, The Affiliated Jiangning Hospital With Nanjing Medical University, Nanjing 211100, China.
| | - Rong Ju
- Department of Gynaecology and Obstetrics, The Affiliated Jiangning Hospital With Nanjing Medical University, Nanjing 211100, China
| | - Qifan Zhou
- Department of Preventive Health Branch, The Affiliated Jiangning Hospital With Nanjing Medical University, Nanjing 211100, China
| | - Jinxian Mao
- Department of Preventive Health Branch, The Affiliated Jiangning Hospital With Nanjing Medical University, Nanjing 211100, China
| | - Hui Tao
- Department of Preventive Health Branch, The Affiliated Jiangning Hospital With Nanjing Medical University, Nanjing 211100, China
| | - Hui Jing
- Department of Preventive Health Branch, The Affiliated Jiangning Hospital With Nanjing Medical University, Nanjing 211100, China
| | - Chen Zhu
- Department of Preventive Health Branch, The Affiliated Jiangning Hospital With Nanjing Medical University, Nanjing 211100, China
| | - Jiazhen Dai
- Department of Preventive Health Branch, The Affiliated Jiangning Hospital With Nanjing Medical University, Nanjing 211100, China
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11
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Maternal anxiety, depression and sleep disorders before and during pregnancy, and preschool ADHD symptoms in the NINFEA birth cohort study. Epidemiol Psychiatr Sci 2019; 28:521-531. [PMID: 29665879 PMCID: PMC6998915 DOI: 10.1017/s2045796018000185] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
AIMS. Maternal mental disorders have been associated with the risk of attention-deficit/hyperactivity disorder (ADHD) in children. Within the context of a mother-child cohort, we examined whether maternal anxiety, depression and sleep disorders are associated with pre-school ADHD symptoms. METHODS. The study included 3634 singletons from the Italian NINFEA (Nascita e INFanzia: gli Effetti dell'Ambiente') cohort. Maternal doctor-diagnosed anxiety, depression and sleep disorders before and during pregnancy were assessed from the questionnaires completed during pregnancy and 6 months after delivery. Mothers rated child ADHD symptoms at 4 years of age, according to the Diagnostic and Statistical Manual of Mental Disorders. Hyperactive-impulsive (ADHD-H), inattentive (ADHD-I) and total ADHD scores were analysed in the models adjusted for child's gender, first-born status, maternal age, education, alcohol consumption and smoking during pregnancy. RESULTS. The total ADHD score at age 4 was associated with maternal lifetime anxiety (17.1% percentage difference in score compared with never; 95% CI 7.3-27.9%), sleep disorders (35.7%; 95% CI 10.7-66.5%) and depression (17.5%; 95% CI 3.2-33.8%). Similar positive associations were observed also for ADHD-H and ADHD-I traits, with slightly attenuated associations between maternal sleep disorders and child ADHD-I score, and maternal depression and both ADHD scores. All the estimates were enhanced when the disorders were active during pregnancy and attenuated for disorders active only during the pre-pregnancy period. CONCLUSIONS. Maternal anxiety, depression and sleep disorders are associated with a relative increase in the number of ADHD-H, ADHD-I and total ADHD symptoms in preschoolers.
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12
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Lim KX, Liu C, Schoeler T, Cecil CA, Barker ED, Viding E, Greven CU, Pingault J. The role of birth weight on the causal pathway to child and adolescent ADHD symptomatology: a population-based twin differences longitudinal design. J Child Psychol Psychiatry 2018; 59:1036-1043. [PMID: 29999186 PMCID: PMC6175300 DOI: 10.1111/jcpp.12949] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/08/2018] [Indexed: 01/24/2023]
Abstract
BACKGROUND Available evidence points towards lower birth weight as a risk factor for the development of attention deficit/hyperactivity disorder (ADHD) symptoms. We probed the causal nature of this putative effect of birth weight on ADHD symptoms using the twin differences design, which accounts for genetic and shared environmental confounds. METHOD In a large population-based twin sample - 3,499 monozygotic (MZ) and 6,698 dizygotic (DZ) pairs - parents, teachers or twins rated the twins' ADHD symptoms at nine assessment waves (2-16 years). We implemented the twin differences design, which completely accounts for shared environmental and genetic confounding in MZ twins. We tested whether: (a) the lighter-born twins had elevated ADHD symptoms compared to the heavier-born twins, by regressing within-pair differences of ADHD symptoms on within-pair differences of birth weight among MZ twins; (b) the effect of birth weight on ADHD was moderated by gender, gestational age and low birth weight; (c) this effect changed with age at ADHD assessment using adapted latent growth curve models; and (d) results differed for inattention and hyperactivity/impulsivity. RESULTS Birth weight significantly predicted ADHD symptoms from early childhood to late adolescence. The lighter-born twin had more ADHD symptoms than the heavier-born cotwin among MZ twins across assessment waves and raters. No moderation effect was detected. The magnitude of the effect of birth weight decreased significantly across time for hyperactivity/impulsivity, but the decrease failed to reach significance for inattention. Estimates for inattention were significantly larger than for hyperactivity/impulsivity at each time point, implying stronger effect of birth weight on inattention symptoms. CONCLUSIONS Our findings provide stringent evidence for environmental effect of lower birth weight on the causal pathway to elevated ADHD symptoms. Effect of birth weight persists across a 14-year period from childhood into late adolescence, in particular for inattention symptoms.
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Affiliation(s)
- Kai Xiang Lim
- Social, Genetic, and Developmental Psychiatry CentreInstitute of Psychiatry, Psychology and NeuroscienceKing's College LondonLondonUK
| | - Chao‐Yu Liu
- Department of Clinical, Educational and Health PsychologyDivision of Psychology and Language SciencesUniversity College LondonLondonUK,School of MedicineNational Taiwan UniversityTaipei CityTaiwan
| | - Tabea Schoeler
- Department of Clinical, Educational and Health PsychologyDivision of Psychology and Language SciencesUniversity College LondonLondonUK
| | - Charlotte A.M. Cecil
- Department of PsychologyInstitute of Psychiatry, Psychology & NeuroscienceKing's College LondonLondonUK
| | - Edward D. Barker
- Department of PsychologyInstitute of Psychiatry, Psychology & NeuroscienceKing's College LondonLondonUK
| | - Essi Viding
- Department of Clinical, Educational and Health PsychologyDivision of Psychology and Language SciencesUniversity College LondonLondonUK
| | - Corina U. Greven
- Social, Genetic, and Developmental Psychiatry CentreInstitute of Psychiatry, Psychology and NeuroscienceKing's College LondonLondonUK,Department of Cognitive NeuroscienceDonders Institute for Brain, Cognition and BehaviourRadboud University Medical CentreNijmegenThe Netherlands,Karakter Child and Adolescent PsychiatryUniversity CenterNijmegenThe Netherlands
| | - Jean‐Baptiste Pingault
- Social, Genetic, and Developmental Psychiatry CentreInstitute of Psychiatry, Psychology and NeuroscienceKing's College LondonLondonUK,Department of Clinical, Educational and Health PsychologyDivision of Psychology and Language SciencesUniversity College LondonLondonUK
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13
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Do mothers who are anxious during pregnancy have inattentive children? J Affect Disord 2018; 236:120-126. [PMID: 29730511 DOI: 10.1016/j.jad.2018.04.118] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Revised: 03/03/2018] [Accepted: 04/08/2018] [Indexed: 11/23/2022]
Abstract
BACKGROUND Maternal somatic anxiety during pregnancy may affect neural foetal development via corticoid pathways. Using a large epidemiological cohort, this study explores the relationship between maternal somatic anxiety in pregnancy and child scores on the Test of Everyday Attention in Children (TEA-Ch). METHODS Linear regression was used to analyse the association of maternal somatic anxiety during pregnancy and performance of children on three subtests of the TEA-Ch at age 8.5 years that assess selective attention (Sky Search), sustained attention (Sky Search Dual Test) and attentional control (Opposite Worlds). RESULTS Children with complete data on each subtest were included in the analysis, comprising 4,198 children for the Sky Search subtest, 3,845 for the Sky Search Dual Test and 4,202 for the Opposite Worlds subtest. No association was found between exposure to maternal somatic anxiety and child's performance in any of the TEA-Ch subtests either before or after adjusting for confounders. The results did not change when stratifying by gender. LIMITATIONS Selective attrition, lack of sensitivity of tests and lack of adjustment for the postnatal environment are possible limitations to this study. CONCLUSIONS We found no evidence of an association between exposure to maternal somatic anxiety in pregnancy and TEA-Ch scores. These results suggest that anxiety during pregnancy does not affect the development of children's attentional skills measured by TEA-Ch.
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14
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Miller LL, Gustafsson HC, Tipsord J, Song M, Nousen E, Dieckmann N, Nigg JT. Is the Association of ADHD with Socio-Economic Disadvantage Explained by Child Comorbid Externalizing Problems or Parent ADHD? JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2018; 46:951-963. [PMID: 29128953 PMCID: PMC5948120 DOI: 10.1007/s10802-017-0356-8] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
It has been unclear whether an associations of child ADHD with socio-economic disadvantage (SES) could be accounted for by (a) parental ADHD explaining both low SES and child ADHD, and/or (b) the joint overlap of ODD or CD with low SES and ADHD. Study 1 used a community-recruited case-control sample with detailed evaluation of SES indicators, child ADHD, child externalizing, and parent ADHD symptoms (n = 931 children, 521 ADHD, 577 boys, 354 girls) in a path modeling analysis with latent variables. Study 2 evaluated ADHD and externalizing behavior in a regression model using a poverty index for SES, in 70,927 children (48.2% female) aged 5-17 years from the US 2011-2012 National Survey of Children's Health (NSCH). In Study 1, lower SES was related to the ADHD latent variable, β = -.18, p < .001; 95%CI [-.25,-.12]. This effect held when parent ADHD and child ODD and CD were in the model, β = -.11, p < .01, 95% CI [-.09,-.03], equivalent to OR = 1.50, 95% CI[1.12-2.04]). In Study 2, these results replicated. Adjusting only for age and sex, children from families who were below 200% of the federal poverty line were more likely to have moderate or severe ADHD than no ADHD, versus children above that line, OR = 2.13, 95% CI[1.79,2.54], p < .001. The effect held after adjusting for disruptive/externalizing problems, OR = 1.61, p < .01, 95%CI [1.32,1.96]. The effect size for comparable models was similar across both studies, lending higher confidence to the results. It is concluded that the SES association with child ADHD is not explained by artifact and requires a mechanistic explanation.
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Affiliation(s)
- Lindsay L Miller
- Department of Psychiatry, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Hanna C Gustafsson
- Department of Psychiatry, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Jessica Tipsord
- Department of Psychiatry, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Minkyoung Song
- Department of Psychiatry, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Elizabeth Nousen
- Department of Psychiatry, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Nathan Dieckmann
- Department of Psychiatry, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Joel T Nigg
- Department of Psychiatry, Oregon Health & Science University, Portland, OR, 97239, USA.
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15
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Ji J, Chen T, Sundquist J, Sundquist K. Type 1 Diabetes in Parents and Risk of Attention Deficit/Hyperactivity Disorder in Offspring: A Population-Based Study in Sweden. Diabetes Care 2018; 41:770-774. [PMID: 29374069 DOI: 10.2337/dc17-0592] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Accepted: 01/02/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To explore whether a family history of type 1 diabetes (T1D) is associated with an increased incidence of attention deficit/hyperactivity disorder (ADHD) in offspring. RESEARCH DESIGN AND METHODS Individuals with T1D were identified from the nationwide Swedish National Hospital Discharge Register and Swedish Outpatient Register in Sweden and were linked to the Swedish Multi-Generation Register to identify their offspring. Cox regression was used to calculate the hazard ratio (HR) of ADHD in offspring of patients with T1D compared with the general population. RESULTS A total of 15,615 individuals were born after their parents were diagnosed with T1D. After a set of confounding factors was controlled for, offspring of T1D patients had a significantly increased risk of ADHD with an HR of 1.29 (95% CI 1.15-1.42). Maternal T1D was associated with an enhanced risk of ADHD (HR 1.35 [95% CI 1.18-1.55]) compared with paternal T1D (HR 1.20 [95% CI 1.03-1.41]), but the difference was not statistically significant. CONCLUSIONS In this retrospective cohort study, we found that a parental history of T1D was associated with a 29% increased risk of being diagnosed with ADHD. However, the underlying mechanisms need to be explored in future studies.
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Affiliation(s)
- Jianguang Ji
- Center for Primary Health Care Research, Lund University/Region Skåne, Lund, Sweden
| | - Tianhui Chen
- Group of Molecular Epidemiology & Cancer Precision Prevention, Zhejiang Academy of Medical Sciences, Hangzhou, China
| | - Jan Sundquist
- Center for Primary Health Care Research, Lund University/Region Skåne, Lund, Sweden.,Department of Family Medicine and Community Health, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Kristina Sundquist
- Center for Primary Health Care Research, Lund University/Region Skåne, Lund, Sweden.,Department of Family Medicine and Community Health, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY
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16
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Fordyce TA, Leonhard MJ, Chang ET. A critical review of developmental exposure to particulate matter, autism spectrum disorder, and attention deficit hyperactivity disorder. JOURNAL OF ENVIRONMENTAL SCIENCE AND HEALTH. PART A, TOXIC/HAZARDOUS SUBSTANCES & ENVIRONMENTAL ENGINEERING 2018; 53:174-204. [PMID: 29157090 DOI: 10.1080/10934529.2017.1383121] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Autism spectrum disorder (ASD) and attention deficit (hyperactivity) disorder (ADD/ADHD) are key focuses of current health research due to their increasing prevalence. The objective of this systematic literature search and critical review was to evaluate whether the human epidemiologic data indicate a pattern of association between ASD or ADD/ADHD and developmental exposure to particulate matter (PM), with a focus on exposures encountered before the age of three. A MEDLINE and EMBASE search was conducted; following preliminary and full-text screening, 14 relevant articles were identified for review. Three of the 14 studies were prospective cohort studies evaluating exposure to PM10; 11 studies had a case-control design. There was no consistent association between developmental PM exposure and ASD across the three of the cohort studies. Seven of the case-control studies examined the relationship between PM2.5 and/or PM10 and ASD; four examined the relationship between developmental diesel PM exposure and ASD. Overall, there was low external consistency in results among studies of PM2.5/PM10 and ASD, with some reporting high internal consistency without significant associations, others showing associations with high internal consistency for specific exposure windows only (e.g., third trimester), and still others showing high consistency for moderate to strong associations between PM and ASD. The majority of studies reporting significant results had low effect sizes in conjunction with small sample sizes. The four studies of diesel PM and ASD also had low external consistency of results. Only one study evaluated associations with ADD/ADHD, and it found no significant associations with PM10. The inconsistent findings across studies of developmental exposure to PM and ASD may be attributed to differences in the study populations, exposure assessments, outcome assessments, or chance. Further research is needed to understand the underlying biological mechanisms that lead to ASD and ADD/ADHD and how PM might be involved in those mechanisms, if at all. High-quality epidemiologic studies are also needed to conclusively determine whether developmental PM exposure is a causal factor for ASD or ADD/ADHD, with focus on a well-developed exposure assessment.
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Affiliation(s)
- Tiffani A Fordyce
- a Exponent, Inc., Center for Health Sciences , Menlo Park , California , USA
| | - Megan J Leonhard
- b Exponent, Inc., Center for Health Sciences , Bellevue , Washington , USA
| | - Ellen T Chang
- a Exponent, Inc., Center for Health Sciences , Menlo Park , California , USA
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17
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Solomon T, Plamondon A, O'Hara A, Finch H, Goco G, Chaban P, Huggins L, Ferguson B, Tannock R. A Cluster Randomized-Controlled Trial of the Impact of the Tools of the Mind Curriculum on Self-Regulation in Canadian Preschoolers. Front Psychol 2018; 8:2366. [PMID: 29403411 PMCID: PMC5782823 DOI: 10.3389/fpsyg.2017.02366] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Accepted: 12/27/2017] [Indexed: 11/13/2022] Open
Abstract
Early self-regulation predicts school readiness, academic success, and quality of life in adulthood. Its development in the preschool years is rapid and also malleable. Thus, preschool curricula that promote the development of self-regulation may help set children on a more positive developmental trajectory. We conducted a cluster-randomized controlled trial of the Tools of the Mind preschool curriculum, a program that targets self-regulation through imaginative play and self-regulatory language (Tools; clinical trials identifier NCT02462733). Previous research with Tools is limited, with mixed evidence of its effectiveness. Moreover, it is unclear whether it would benefit all preschoolers or primarily those with poorly developed cognitive capacities (e.g., language, executive function, attention). The study goals were to ascertain whether the Tools program leads to greater gains in self-regulation compared to Playing to Learn (YMCA PTL), another play based program that does not target self-regulation specifically, and whether the effects were moderated by children’s initial language and hyperactivity/inattention. Two hundred and sixty 3- to 4-year-olds attending 20 largely urban daycares were randomly assigned, at the site level, to receive either Tools or YMCA PTL (the business-as-usual curriculum) for 15 months. We assessed self-regulation at pre-, mid and post intervention, using two executive function tasks, and two questionnaires regarding behavior at home and at school, to capture development in cognitive as well as socio-emotional aspects of self-regulation. Fidelity data showed that only the teachers at the Tools sites implemented Tools, and did so with reasonable success. We found that children who received Tools made greater gains on a behavioral measure of executive function than their YMCA PTL peers, but the difference was significant only for those children whose parents rated them high in hyperactivity/inattention initially. The effect of Tools did not vary with children’s initial language skills. We suggest that, as both programs promote quality play and that the two groups fared similarly well overall, Tools and YMCA PTL may be effective curricula choices for a diverse preschool classroom. However, Tools may be advantageous in classrooms with children experiencing greater challenges with self-regulation, at no apparent cost to those less challenged in this regard.
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Affiliation(s)
- Tracy Solomon
- Department of Psychiatry, The Hospital for Sick Children, Toronto, ON, Canada
| | - Andre Plamondon
- Département des Fondements et Pratiques en Éducation, Université Laval, Quebec City, QC, Canada
| | - Arland O'Hara
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, ON, Canada
| | - Heather Finch
- School of Social and Community Services, George Brown College, Toronto, ON, Canada
| | - Geraldine Goco
- Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Peter Chaban
- Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | | | - Bruce Ferguson
- Department of Psychiatry, The Hospital for Sick Children, Toronto, ON, Canada.,Department of Psychology, University of Toronto, Toronto, ON, Canada.,Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Rosemary Tannock
- Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada.,Applied Psychology and Human Development, Ontario Institute for Studies in Education, University of Toronto, Toronto, ON, Canada
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18
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Guénolé F, Spiers S, Madigand-Tordjman MA, Bach N, Rébillard C. [Not Available]. SOINS. PEDIATRIE, PUERICULTURE 2017; 38:36-40. [PMID: 28705568 DOI: 10.1016/j.spp.2017.05.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Hyperactivity disorder in children is the most commonly found syndrome in paedo-psychiatric clinics. Children's professionals need to have clinical data on the subject. The diagnostic process includes several components which allow care to be tailored to each child.
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Affiliation(s)
- Fabian Guénolé
- Service de psychiatrie de l'enfant et de l'adolescent, CHU de Caen, Avenue Georges-Clemenceau, 14033 Caen cedex 9, France; Université de Caen Normandie, Esplanade de la Paix, 14032 Caen, France; Inserm U1077,Pôle des formations et de recherche en santé, 2 rue des Rochambelles, CS 14032, 14032 Caen cedex, France; Service de pédiatrie du Centre hospitalier universitaire de Caen, Pôle femme-enfant, Avenue de la Côte de Nacre, CS 30001, 14033 Caen cedex 9, France.
| | - Solène Spiers
- Service de psychiatrie de l'enfant et de l'adolescent, CHU de Caen, Avenue Georges-Clemenceau, 14033 Caen cedex 9, France
| | - Marie-Amélie Madigand-Tordjman
- Service de psychiatrie de l'enfant et de l'adolescent, CHU de Caen, Avenue Georges-Clemenceau, 14033 Caen cedex 9, France; Inserm U1077,Pôle des formations et de recherche en santé, 2 rue des Rochambelles, CS 14032, 14032 Caen cedex, France
| | - Nathalie Bach
- Service de psychiatrie de l'enfant et de l'adolescent, CHU de Caen, Avenue Georges-Clemenceau, 14033 Caen cedex 9, France; Service de pédiatrie du Centre hospitalier universitaire de Caen, Pôle femme-enfant, Avenue de la Côte de Nacre, CS 30001, 14033 Caen cedex 9, France
| | - Camille Rébillard
- Service de psychiatrie de l'enfant et de l'adolescent, CHU de Caen, Avenue Georges-Clemenceau, 14033 Caen cedex 9, France; Université de Caen Normandie, Esplanade de la Paix, 14032 Caen, France; Inserm U1077,Pôle des formations et de recherche en santé, 2 rue des Rochambelles, CS 14032, 14032 Caen cedex, France
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Walton E, Pingault JB, Cecil CAM, Gaunt TR, Relton C, Mill J, Barker ED. Epigenetic profiling of ADHD symptoms trajectories: a prospective, methylome-wide study. Mol Psychiatry 2017; 22:250-256. [PMID: 27217153 PMCID: PMC5014094 DOI: 10.1038/mp.2016.85] [Citation(s) in RCA: 111] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Revised: 03/09/2016] [Accepted: 04/15/2016] [Indexed: 12/16/2022]
Abstract
Attention-deficit/hyperactivity disorder (ADHD) is a prevalent developmental disorder, associated with a range of long-term impairments. Variation in DNA methylation, an epigenetic mechanism, is implicated in both neurobiological functioning and psychiatric health. However, the potential role of DNA methylation in ADHD symptoms is currently unclear. In this study, we examined data from the Avon Longitudinal Study of Parents and Children (ALSPAC)-specifically the subsample forming the Accessible Resource for Integrated Epigenomics Studies (ARIES)-that includes (1) peripheral measures of DNA methylation (Illumina 450k) at birth (n=817, 49% male) and age 7 (n=892, 50% male) and (2) trajectories of ADHD symptoms (7-15 years). We first employed a genome-wide analysis to test whether DNA methylation at birth associates with later ADHD trajectories; and then followed up at age 7 to investigate the stability of associations across early childhood. We found that DNA methylation at birth differentiated ADHD trajectories across multiple genomic locations, including probes annotated to SKI (involved in neural tube development), ZNF544 (previously implicated in ADHD), ST3GAL3 (linked to intellectual disability) and PEX2 (related to perixosomal processes). None of these probes maintained an association with ADHD trajectories at age 7. Findings lend novel insights into the epigenetic landscape of ADHD symptoms, highlighting the potential importance of DNA methylation variation in genes related to neurodevelopmental and peroxisomal processes that play a key role in the maturation and stability of cortical circuits.
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Affiliation(s)
- Esther Walton
- Department of Psychology, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, UK
| | - Jean-Baptiste Pingault
- Division of Psychology and Language Sciences, University College London, UK
- MRC Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, UK
| | - Charlotte AM Cecil
- Department of Psychology, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, UK
| | - Tom R. Gaunt
- Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - Caroline Relton
- Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - Jonathan Mill
- MRC Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, UK
- University of Exeter Medical School, University of Exeter, Exeter, UK
| | - Edward D. Barker
- Department of Psychology, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, UK
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Assessment of Attention Deficits in Adolescent Offspring Exposed to Maternal Type 1 Diabetes. PLoS One 2017; 12:e0169308. [PMID: 28072839 PMCID: PMC5224808 DOI: 10.1371/journal.pone.0169308] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Accepted: 12/14/2016] [Indexed: 01/09/2023] Open
Abstract
OBJECTIVE The aim of this study was to examine the potential association between intrauterine exposure to maternal diabetes and attention deficits in the offspring. RESEARCH DESIGN AND METHODS Adolescent offspring of a prospectively followed cohort of women with type 1 diabetes (n = 269) and a control group from the background population (n = 293) participated in a follow-up assessment in 2012-2013. We used scores from Conners Continuous Performance Test II to assess attention and based on a principal component analysis we evaluated scores on five different attention factors: focused attention, vigilance, hyperactivity/impulsivity, sustained attention and response style. RESULTS A higher frequency of the exposed offspring had a parent/self-reported use of Attention Deficit Hyperactivity Disorder (ADHD) medication compared to the control group (2.2% vs. 0.0%, p = 0.01). Clinical significant differences between adolescents exposed to maternal diabetes and unexposed controls were not found in either single scores on Conners Continuous Performance Test or on any of the five attention factors identified. CONCLUSIONS Exposure to maternal type 1 diabetes did not seem to increase the risk of attention deficits in the adolescent offspring. However, a higher self-reported use of ADHD medication in the exposed group could suggest a difference in attention not revealed by the applied test.
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Guedeney A, Forhan A, Larroque B, de Agostini M, Pingault JB, Heude B. Social Withdrawal Behaviour at One Year of Age Is Associated with Delays in Reaching Language Milestones in the EDEN Mother-Child Cohort Study. PLoS One 2016; 11:e0158426. [PMID: 27391482 PMCID: PMC4938506 DOI: 10.1371/journal.pone.0158426] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2015] [Accepted: 06/15/2016] [Indexed: 11/18/2022] Open
Abstract
Objective The aim of the study was to examine the relationship between social withdrawal behaviour at one year and motor and language milestones. Materials and Methods One-year old children from the EDEN French population-based birth cohort study (Study on the pre- and postnatal determinants of the child’s development and prospective health Birth Cohort Study) were included. Social withdrawal at one year was assessed by trained midwives using the Alarm Distress BaBy (ADBB) scale. Midwives concurrently examined infants’ motor and language milestones. Parents reported on child’s psychomotor and language milestones, during the interview with the midwife. Results After adjusting for potential confounding factors, social withdrawal behaviour was significantly associated with concurrent delays in motor and language milestones assessed by the midwife or the parents. Discussion Higher scores on social withdrawal behaviour as assessed with the ADBB were associated with delays in reaching language milestones, and to a lesser extent with lower motor ability scores. Taking the contribution of social withdrawal behaviour into account may help understand the unfolding of developmental difficulties in children.
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Affiliation(s)
- Antoine Guedeney
- Univ Denis Diderot Paris - Cité & INSERM UMRS 1178, 94807, Villejuif, France
- * E-mail:
| | - Anne Forhan
- INSERM, UMR1153 Epidemiology and Biostatistics Sorbonne Paris Cité Center (CRESS), Early ORigin of the Child's Health and Development Team (ORCHAD), Paris Descartes University, Paris, F-75014, France
| | - Beatrice Larroque
- Epidemiology and Clinical Research Unit, Beaujon Hospital, Clichy, 92110, France
- Division of Psychology and Language Sciences, University College London, WC1E6BT, London, United Kingdom
| | - Maria de Agostini
- INSERM, UMR1153 Epidemiology and Biostatistics Sorbonne Paris Cité Center (CRESS), Early ORigin of the Child's Health and Development Team (ORCHAD), Paris Descartes University, Paris, F-75014, France
| | - Jean-Baptiste Pingault
- Division of Psychology and Language Sciences, University College London, WC1E6BT, London, United Kingdom
- King’s College London, MRC Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, WC1E6BT, London, United Kingdom
| | - Barbara Heude
- INSERM, UMR1153 Epidemiology and Biostatistics Sorbonne Paris Cité Center (CRESS), Early ORigin of the Child's Health and Development Team (ORCHAD), Paris Descartes University, Paris, F-75014, France
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