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Solberg BS, Kvalvik LG, Instanes JT, Hartman CA, Klungsøyr K, Li L, Larsson H, Magnus P, Njølstad PR, Johansson S, Andreassen OA, Bakken NR, Bekkhus M, Austerberry C, Smajlagic D, Havdahl A, Corfield EC, Haavik J, Gjestad R, Zayats T. Maternal Fiber Intake During Pregnancy and Development of Attention-Deficit/Hyperactivity Disorder Symptoms Across Childhood: The Norwegian Mother, Father, and Child Cohort Study. Biol Psychiatry 2024; 95:839-848. [PMID: 38142720 DOI: 10.1016/j.biopsych.2023.12.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2023] [Revised: 12/08/2023] [Accepted: 12/13/2023] [Indexed: 12/26/2023]
Abstract
BACKGROUND Epidemiological studies suggest that maternal diet quality during pregnancy may influence the risk of neurodevelopmental disorders in offspring. Here, we investigated associations between maternal intake of dietary fiber and attention-deficit/hyperactivity disorder (ADHD) symptoms in early childhood. METHODS We used longitudinal data of up to 21,852 mother-father-child trios (49.2% female offspring) from MoBa (the Norwegian Mother, Father, and Child Cohort Study). The relationships between maternal fiber intake during pregnancy and offspring ADHD symptoms at ages 3, 5, and 8 years were examined using 1) multivariate regression (overall levels of ADHD symptoms), 2) latent class analysis (subclasses of ADHD symptoms by sex at each age), and 3) latent growth curves (longitudinal change in offspring ADHD symptoms). Covariates were ADHD polygenic scores in child and parents, total energy intake and energy-adjusted sugar intake, parental ages at birth of the child, and sociodemographic factors. RESULTS Higher maternal prenatal fiber intake was associated with lower offspring ADHD symptom scores at all ages (Bage3 = -0.14 [95% CI, -0.18 to -0.10]; Bage5 = -0.14 [95% CI, -0.19 to -0.09]; Bage8 = -0.14 [95% CI, -0.20 to -0.09]). Of the derived low/middle/high subclasses of ADHD symptoms, fiber was associated with lower risk of belonging to the middle subclass for boys and girls and to the high subclass for girls only (middle: odds ratioboys 0.91 [95% CI, 0.86 to 0.97]/odds ratiogirls 0.86 [95% CI, 0.81 to 0.91]; high: odds ratiogirls 0.82 [95% CI, 0.72 to 0.94]). Maternal fiber intake and rate of change in child ADHD symptoms across ages were not associated. CONCLUSIONS Low prenatal maternal fiber intake may increase symptom levels of ADHD in offspring during childhood, independently of genetic predisposition to ADHD, unhealthy dietary exposures, and sociodemographic factors.
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Affiliation(s)
- Berit Skretting Solberg
- Department of Biomedicine, University of Bergen, Norway; Child and Adolescent Psychiatric Outpatient Unit, Hospital Betanien, Bergen, Norway.
| | | | | | - Catharina A Hartman
- Interdisciplinary Center Psychiatry and Emotion Regulation, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Kari Klungsøyr
- Department of Global Public Health and Primary Care, University of Bergen, Norway; Division of Mental and Physical Health, Norwegian Institute of Public Health, Bergen, Norway
| | - Lin Li
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Henrik Larsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden; School of Medical Sciences, Örebro University, Örebro, Sweden
| | - Per Magnus
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Pål Rasmus Njølstad
- Department of Clinical Science, Mohn Center for Diabetes Precision Medicine, University of Bergen, Bergen, Norway; Children and Youth Clinic, Haukeland University Hospital, Bergen, Norway; Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Stefan Johansson
- Department of Clinical Science, University of Bergen, Bergen, Norway; Department of Medical Genetics, Haukeland University Hospital, Bergen, Norway
| | - Ole A Andreassen
- NORMENT Centre, Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Division of Mental Health and Addiciton, Oslo University Hospital, Oslo, Norway
| | - Nora Refsum Bakken
- NORMENT Centre, Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Department of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Mona Bekkhus
- Promenta Research Centre, Department of Psychology, University of Oslo, Oslo, Norway
| | - Chloe Austerberry
- Centre for Family Research, University of Cambridge, Cambridge, United Kingdom; Research Department of Clinical, Educational and Health Psychology, University College London, London, United Kingdom
| | - Dinka Smajlagic
- Promenta Research Centre, Department of Psychology, University of Oslo, Oslo, Norway
| | - Alexandra Havdahl
- Promenta Research Centre, Department of Psychology, University of Oslo, Oslo, Norway; Centre for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway; Nic Waals Institute, Lovisenberg Diakonale Hospital, Oslo, Norway
| | - Elizabeth C Corfield
- Centre for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway; Nic Waals Institute, Lovisenberg Diakonale Hospital, Oslo, Norway
| | - Jan Haavik
- Department of Biomedicine, University of Bergen, Norway; Bergen Center for Brain Plasticity, Division of Psychiatry, Haukeland University Hospital, Bergen, Norway; Department of Psychiatry, Research Department, Haukeland University Hospital, Bergen, Norway
| | - Rolf Gjestad
- Department of Psychiatry, Research Department, Haukeland University Hospital, Bergen, Norway; Center for Crisis Psychology, Faculty of Psychology, University of Bergen, Bergen, Norway; Centre for Research and Education in Forensic Psychiatry, Haukeland University Hospital, Bergen, Norway
| | - Tetyana Zayats
- Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts; Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts; Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts
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Oftedal A, Tsotsi S, Kaasen A, Mayerhofer LJK, Røysamb E, Smajlagic D, Tanbo TG, Bekkhus M. Anxiety and depression in expectant parents: ART versus spontaneous conception. Hum Reprod 2023; 38:1755-1760. [PMID: 37354117 PMCID: PMC10477938 DOI: 10.1093/humrep/dead133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 06/05/2023] [Indexed: 06/26/2023] Open
Abstract
STUDY QUESTION Do expectant parents experience increased anxiety and depression during pregnancies conceived through ART compared to spontaneous conception? SUMMARY ANSWER Among all expectant parents in the sample, those who conceived through ART reported overall lower levels of anxiety and depression in pregnancy compared to expectant parents who conceived spontaneously, while in the subsample of parents who conceived both through ART and spontaneous conception, expectant mothers experienced increased anxiety and depression in early pregnancy following ART compared to spontaneous conception. WHAT IS KNOWN ALREADY Previous research on expectant parents' psychosocial adjustment in response to ART has found mixed results, with some studies suggesting ART is associated with increased anxiety and depression, and other studies suggesting improved mental health or no relationship. Mixed findings may relate to the use of cross-sectional designs that do not account for confounding differences between groups, or variability in the timing of assessment. STUDY DESIGN, SIZE, DURATION This prospective cohort study used data from the Norwegian Mother, Father and Child Cohort Study (MoBa), which includes 2960 pregnant women who underwent ART and 108 183 women who conceived spontaneously. Of these, a subsample of expectant parents had two consecutive pregnancies with one pregnancy resulting from ART and one conceived spontaneously (n = 286 women, n = 211 partners). Women self-reported their composite symptoms of anxiety and depression at two timepoints during each pregnancy (gestational weeks 17 and 30). Their partners self-reported composite symptoms of anxiety and depression at 17 weeks gestation during each pregnancy. Couples reported their relationship satisfaction at 17 weeks gestation. MAIN RESULTS AND THE ROLE OF CHANGE Using a conventional full-cohort analysis we found that ART was associated with less total anxiety and depression and greater relationship satisfaction, compared to spontaneous conception among both women and men. However, in the subsample of parents who experienced both ART and spontaneous pregnancies, ART was associated with increased levels of maternal anxiety and depression at gestational age 17 weeks (M = 1.19), compared to spontaneous pregnancies (M = 1.15), 95% CI of the mean difference 0.006, 0.074. At 30 weeks gestation, anxiety and depression were similar across both types of pregnancies. Expectant fathers reported similar levels of anxiety and depression at 17 weeks gestation during both pregnancies. Among women relationship satisfaction was higher following ART conception than spontaneous conception. LIMITATIONS, REASONS FOR CAUTION There is potential for selection effects in the sample, as women who have conceived through both ART and spontaneous conception in their first two pregnancies are rare. In addition, several factors that may be important predictors of mental health in this context, such as previous miscarriages and long-term infertility, were not assessed in the current study. WIDER IMPLICATIONS OF THE FINDINGS Our findings indicate that previous discrepancies in the literature may be related to inherent differences between the groups of parents receiving reproductive treatment and those who do not. This study addresses that limitation by prospectively comparing different types of pregnancies within the same expectant parents. Earlier inconsistencies may also relate to variations in gestational age when anxiety and depression were assessed. By examining symptoms at two timepoints in each pregnancy, we were able to examine the relation between gestational age and symptoms of anxiety and depression. STUDY FUNDING/COMPETING INTEREST(S) The MoBa is supported by the Norwegian Ministry of Health and the Norwegian Research Council/FUGE (grant number 151918/S10). This work was also supported by the Research Council of Norway grant number 288083 and 301004. The authors have no conflicts of interest to declare. TRIAL REGISTRATION NUMBER N/A.
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Affiliation(s)
- Aurora Oftedal
- Department of Children and Families, Division of Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Stella Tsotsi
- Promenta Research Center, Department of Psychology, University of Oslo, Oslo, Norway
| | - Anne Kaasen
- Faculty of Health Sciences, Oslo Metropolitan University, Oslo, Norway
| | - Lilian J K Mayerhofer
- Promenta Research Center, Department of Psychology, University of Oslo, Oslo, Norway
| | - Espen Røysamb
- Department of Children and Families, Division of Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
- Promenta Research Center, Department of Psychology, University of Oslo, Oslo, Norway
| | - Dinka Smajlagic
- Promenta Research Center, Department of Psychology, University of Oslo, Oslo, Norway
| | - Tom G Tanbo
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Mona Bekkhus
- Promenta Research Center, Department of Psychology, University of Oslo, Oslo, Norway
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Smajlagic D, Zayats T, Bekkehus M, Le Hellard S. Genome-wide association studies in psychiatry: Current perspectives. Eur Psychiatry 2021. [PMCID: PMC9471234 DOI: 10.1192/j.eurpsy.2021.219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Abstract BodyGenome-wide Association Studies in Psychiatry - Current Perspectives Last decade was exciting time for human genetic studies. Genome-wide association studies (GWASs), used to examine the association of genotyped variants across the entire genome and common complex phenotype(s), have led to many findings. Currently, GWAS Catalogue has collected 4,809 publications and 227,262 associated variants. In recent years, psychiatric genetics has enjoyed some success in discoveries of associated variants. This mostly happened because researchers were able to unite and generate large sample sets of patients and healthy controls in big consortia. As a result of large sample sizes becoming available for meta-GWASs, some of the first genome-wide significant loci in psychiatric and related neurodevelopmental traits were detected. However, most of the large-scale genetic studies are done primarily on European population and GWASs have huge diversity problem. Performing trans-ethnic GWASs on psychiatric traits can help us discover more associated variants. Another advantage of bringing many datasets together into large-scale meta-analyses is the ability to conduct cross-disorder studies. This is possible to be done on psychiatric traits since many of them share genetic liability. However, little research has been conducted on the genetic differences between related psychiatric traits. Identifying disorder-specific variants remain important open question. In this presentation we will bring an update of recent findings and current state of the art methods and analyses.DisclosureNo significant relationships.
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