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Butler E, Spirtos M, O' Keeffe LM, Clarke M. Predicting 5-year-olds mental health at birth: development and internal validation of a multivariable model using the prospective ELFE birth cohort. Eur Child Adolesc Psychiatry 2025:10.1007/s00787-025-02730-9. [PMID: 40369286 DOI: 10.1007/s00787-025-02730-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2024] [Accepted: 04/22/2025] [Indexed: 05/16/2025]
Abstract
We developed and internally validated a multivariable model to be used in the perinatal period, to predict 5-year-olds mental health, using the ELFE prospective French multicentre birth cohort (n=9768). Twenty-six candidate predictors were used, spanning pre-pregnancy maternal health, pregnancy-specific-experiences, birth factors and sociodemographic risk (maternal age, education, relationship, migrancy and family income). The Strengths and Difficulties Questionnaire total score at 5-years, dichotomised at the recommended cut-off (16), was the outcome. Least Absolute Shrinkage and Selector Operator followed by bootstrapping was used. High and low-risk was classified by ≥8% risk-threshold score. Stability of the model at population- and individual-level and model performance across groups of interest (sex, sociodemographic risk and neonatal intensive care admissions) was also examined. 10 variables (total number pregnancy-specific experiences, sociodemographic risk, maternal pre-existing hypertension and psychological difficulties, gravidity, maternal mental health problems in a previous pregnancy, smoking and alcohol use in current pregnancy, how labour started and infant sex) with a C-statistic of 0.67; 95%CI (0.64-0.69) predicted mental health. The positive and negative predictive value were 12% & 95.4% respectively, leading to 78.8% of children correctly classified. Model performance was similar across groups of interest but increased for children (born ≥33-weeks-gestation) with neonatal admissions (AUC 0.78; 95%CI (0.69-0.87)). This model is most useful for identifying low-risk children. Applying this model in a tiered preventative intervention framework could be beneficial with those predicted to be high-risk receiving further screening to determine the level of intervention required. External validation and implementation research are required before considering its use in practice.
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Affiliation(s)
- Emma Butler
- Department of Population Health, Royal College of Surgeons Ireland, Dublin, Ireland.
| | - Michelle Spirtos
- Department of Occupational Therapy, Trinity College Dublin, Dublin, Ireland
| | - Linda M O' Keeffe
- School of Public Health, University College Cork, Cork, Ireland
- MRC Integrative Epidemiology Unit and Population Health Sciences, University of Bristol, Bristol, UK
| | - Mary Clarke
- Department of Psychology, School of Population Health & Department of Psychiatry, Royal College of Surgeons Ireland, Dublin, Ireland
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Creasey N, Schuurmans I, Tsotsi S, Defina S, Baltramonaityte V, Felix JF, Neumann A, Page CM, Tollenaar M, Bekkhus M, Walton E, Cecil C. Prenatal stress, epigenetically-assessed glucocorticoid exposure at birth, and child psychiatric symptoms: A prospective, multi-cohort study. Psychoneuroendocrinology 2025; 175:107388. [PMID: 39983333 DOI: 10.1016/j.psyneuen.2025.107388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Revised: 01/20/2025] [Accepted: 02/09/2025] [Indexed: 02/23/2025]
Abstract
BACKGROUND Recent work suggests that DNA methylation can be used as a proxy of fetal glucocorticoid exposure (MPS-GC), showing associations with maternal psychopathology during pregnancy. However, it is unknown whether the MPS-GC may act as a marker for broader prenatal stress and whether it partially mediates associations of prenatal stress with child internalizing and externalizing symptoms. METHODS Using harmonized data from three prospective birth cohorts (Npooled = 6086), we examined whether a cumulative measure of prenatal stress, and its individual stress domains, associate with the MPS-GC in cord blood at birth. Next, we examined (i) whether the MPS-GC at birth associates with child psychiatric symptoms, (ii) whether this association is moderated by postnatal stress, and (iii) whether the effect of prenatal stress on child psychiatric symptoms is partially mediated by the MPS-GC at birth. RESULTS Our meta-analysis revealed no significant associations between the MPS-GC at birth and prenatal stress or the individual stress domains. Moreover, the MPS-GC did not significantly associate with later child internalizing or externalizing symptoms, and there were no moderating effects of postnatal stress. Additionally, while prenatal stress significantly associated with child psychiatric symptoms, we found no partial mediation via the MPS-GC at birth. CONCLUSIONS We did not find support that the MPS-GC in cord blood reliably proxies prenatal stress, associates with child psychiatric risk, or partially mediates the associations between prenatal stress and psychiatric risk.
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Affiliation(s)
- Nicole Creasey
- Faculty of Education, PEDAL Research Centre, University of Cambridge, Cambridge, UK; Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.
| | - Isabel Schuurmans
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Stella Tsotsi
- PROMENTA Research Centre, Department of Psychology, University of Oslo, Oslo, Norway
| | - Serena Defina
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | | | - Janine F Felix
- The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Alexander Neumann
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Christian M Page
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway; Department of Physical Health and Ageing, Division of Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Marieke Tollenaar
- Institute of Psychology & Leiden Institute for Brain and Cognition, Leiden University, the Netherlands
| | - Mona Bekkhus
- PROMENTA Research Centre, Department of Psychology, University of Oslo, Oslo, Norway
| | - Esther Walton
- Department of Psychology, University of Bath, Bath, United Kingdom
| | - Charlotte Cecil
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; Department of Biomedical Data Sciences, Molecular Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
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Mazurek C, Barry TD, Fisher K. Low neurocognitive performance and problematic contexts: interaction influences in predicting adolescent externalizing behaviors within a community sample. Child Neuropsychol 2025; 31:346-370. [PMID: 39072450 DOI: 10.1080/09297049.2024.2375804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 06/28/2024] [Indexed: 07/30/2024]
Abstract
Research has identified neurocognitive and contextual risk factors of externalizing behaviors. However, fewer studies have examined the interaction among neurocognitive and other risk factors in predicting externalizing behaviors. The goal of the current study was to examine the relation between neurocognitive and contextual factors in predicting externalizing behaviors in a community sample of adolescents. Participants were 84 adolescents, aged 11-17 (M = 13.39, SD = 1.82), recruited as part of a larger study. Separate moderated multiple regression models were utilized in which neurocognitive variables (intellectual functioning, short-term memory/attention, disinhibition) were added as predictors and contextual variables (family dysfunction and parental depression, anxiety, and stress) were added as moderators in step 1, and their interaction was added in step 2. Externalizing behaviors served as criterion variables (hyperactivity/impulsivity and oppositional defiant disorder symptom severity, reactive and proactive aggression). Overall, results suggest that higher levels of problematic contextual factors exacerbate the significant negative associations among neurocognitive functioning and externalizing behaviors. Importantly, this pattern was shown across neurocognitive domains and contextual factors. Findings suggest that contextual factors should be targeted for the treatment or prevention of youth externalizing behaviors, particularly for adolescents with neurocognitive vulnerabilities.
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Affiliation(s)
- Callie Mazurek
- Department of Psychology, Washington State University, Pullman, WA, USA
| | - Tammy D Barry
- Department of Psychology, Washington State University, Pullman, WA, USA
| | - Karin Fisher
- Allina Health Care & Medical Services, Minneapolis, MN, USA
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Lund IO, Hannigan LJ, Ask H, Askelund AD, Hegemann L, Corfield EC, Wootton RE, Ahmadzadeh YI, Davey Smith G, McAdams TA, Ystrom E, Havdahl A. Prenatal maternal stress: triangulating evidence for intrauterine exposure effects on birth and early childhood outcomes across multiple approaches. BMC Med 2025; 23:18. [PMID: 39838367 PMCID: PMC11753172 DOI: 10.1186/s12916-024-03834-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Accepted: 12/18/2024] [Indexed: 01/23/2025] Open
Abstract
BACKGROUND Maternal stress during pregnancy may impact offspring development via changes in the intrauterine environment. However, genetic and environmental factors shared between mothers and children might skew our understanding of this pathway. This study assesses whether prenatal maternal stress has causal links to offspring outcomes: birthweight, gestational age, or emotional and behavioral difficulties, triangulating across methods that account for various measured and unmeasured confounders. METHODS We used data from the Norwegian Mother, Father, and Child Cohort Study (MoBa), including maternal reports on prenatal stress at work, at home, and via stressful life events as exposures. Outcomes were children's birthweight and gestational age, from the Medical Birth Registry of Norway, and maternal reports on early offspring emotional and behavioral difficulties. We assessed associations using four approaches: sibling control analyses, gene-environment interaction analyses, intergenerational Mendelian randomization (MR), and negative control (i.e., postnatal stress) analyses. RESULTS Maternal prenatal stress was observationally associated with offspring lower birthweight (e.g., βwork = - 0.01 [95%CI: - 0.02, - 0.01]), earlier birth (e.g., βwork = - 0.04 [95%CI: - 0.04, - 0.03])), and more emotional (e.g., βevents = 0.08 [95%CI: 0.07, 0.09]) and behavioral difficulties (e.g., βrelationship = 0.08 [95%CI: 0.07, 0.09]) in the full sample (N = 112,784). However, sibling control analyses (N = 36,511) revealed substantial attenuation of all associations after accounting for familial factors. Gene-environment interaction models (N = 76,288) showed no clear evidence of moderation of associations by mothers' polygenic scores for traits linked to stress sensitivity. Intergenerational MR analyses (N = 29,288) showed no clear evidence of causal effects of maternal plasma cortisol on any offspring outcomes. Negative control exposure analyses revealed similar effect sizes whether exposures were measured prenatally or postnatally. CONCLUSIONS Our results indicate that links between prenatal maternal stress and variation in early offspring outcomes are more likely to be confounded than causal. While no observational study can rule out causality, the consistency of our findings across different approaches is striking. Other sources of prenatal stress or more extreme levels may represent intrauterine causal risk factors for offspring development. Nonetheless, our research contributes to identifying boundary conditions of the fetal programming and developmental origins of health and disease hypotheses, which may not be as universal as sometimes assumed.
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Affiliation(s)
- Ingunn Olea Lund
- PsychGen Center for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway.
- Department of Child Health and Development, Norwegian Institute of Public Health, Oslo, Norway.
- Department of Psychology, University of Oslo, Oslo, Norway.
| | - Laurie J Hannigan
- PsychGen Center for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
- MRC (Medical Research Council) Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - Helga Ask
- PsychGen Center for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway
- Department of Child Health and Development, Norwegian Institute of Public Health, Oslo, Norway
- PROMENTA, Department of Psychology, University of Oslo, Oslo, Norway
| | - Adrian D Askelund
- PsychGen Center for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway
- Department of Psychology, University of Oslo, Oslo, Norway
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
| | - Laura Hegemann
- PsychGen Center for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway
- Department of Psychology, University of Oslo, Oslo, Norway
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
| | - Elizabeth C Corfield
- PsychGen Center for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
| | - Robyn E Wootton
- PsychGen Center for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
- MRC (Medical Research Council) Integrative Epidemiology Unit, University of Bristol, Bristol, UK
- School of Psychological Science, University of Bristol, Bristol, UK
| | - Yasmin I Ahmadzadeh
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - George Davey Smith
- MRC (Medical Research Council) Integrative Epidemiology Unit, University of Bristol, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Tom A McAdams
- PROMENTA, Department of Psychology, University of Oslo, Oslo, Norway
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Eivind Ystrom
- PsychGen Center for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway
- Department of Child Health and Development, Norwegian Institute of Public Health, Oslo, Norway
- PROMENTA, Department of Psychology, University of Oslo, Oslo, Norway
| | - Alexandra Havdahl
- PsychGen Center for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
- PROMENTA, Department of Psychology, University of Oslo, Oslo, Norway
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Muzyko EA, Lukina AS, Karelina DA, Tarasov AS, Perfilova VN, Frolov EM, Frolov MY. [The study of the behavioral reactions and duration of ultrasonic vocalization in rats from females stressed during pregnancy]. Zh Nevrol Psikhiatr Im S S Korsakova 2025; 125:117-123. [PMID: 40195110 DOI: 10.17116/jnevro2025125031117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/09/2025]
Abstract
OBJECTIVE To study the psycho-emotional state and its relationship to the duration of ultrasonic vocalization in the offspring of rats with physiological and stress-complicated pregnancy. MATERIAL AND METHODS The experiments were performed on the offspring (n=120) of rats with physiological pregnancy and the offspring of animals stressed during the entire gestation period (21-23 days). Study animals were divided into the following groups: 1 - intact - males and females (n=52) born to healthy rats; 2 - stress - males and females (n=68) born to rats that underwent stress during pregnancy. At the age of 17 days, the total vocalization duration (at 50 kHz) was recorded in rats. To assess the psycho-emotional state of the offspring, the open field and elevated plus maze tests were performed at 22 days, marble burying at 35 days, and Porsolt forced swimming test at 47 days. To assess cognitive function in the offspring, short-term working memory was examined in the recognition of a new object test at 35 days and long-term memory in the conditioned passive avoidance reflex test at the age of 47 days. RESULTS The results of the open field and elevated plus maze tests indicated that the offspring of females stressed during pregnancy showed anxious behavior. In addition, animals from stressed rats exhibited compulsive and depressive behaviors in the marble burying and Porsolt forced swimming tests. The offspring of stressed rats showed impaired reproduction of the memory traces in the conditioned passive avoidance reflex test. CONCLUSION In the offspring of females stressed during pregnancy, anxious, compulsive, and depressive behavior is observed, accompanied by an increase in the duration of ultrasonic vocalization at 50 kHz.
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Affiliation(s)
- E A Muzyko
- Volgograd State Medical University, Volgograd, Russia
| | - A S Lukina
- Volgograd State Medical University, Volgograd, Russia
| | - D A Karelina
- Volgograd State Medical University, Volgograd, Russia
| | - A S Tarasov
- Volgograd State Medical University, Volgograd, Russia
| | - V N Perfilova
- Volgograd State Medical University, Volgograd, Russia
| | - E M Frolov
- Volgograd State Medical University, Volgograd, Russia
| | - M Yu Frolov
- Volgograd State Medical University, Volgograd, Russia
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Eccles H, Kingsbury M, Murray J, Geoffroy MC, Menezes AMB, Blair DL, Calegaro G, Wehrmeister FC, Gonçalves H, Colman I. Perinatal Factors and Their Association with Early-Adulthood Suicidal Behavior in a Brazilian Birth Cohort. Arch Suicide Res 2024:1-16. [PMID: 39376069 DOI: 10.1080/13811118.2024.2405737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/09/2024]
Abstract
BACKGROUND The objectives of this study were to investigate the relationship between perinatal risk factors and suicidal ideation and attempts in young adults in Pelotas, Brazil. METHODS The data were collected from the 1993 Pelotas Birth Cohort study. Every pregnant woman who gave birth in one of the hospitals in Pelotas Brazil in 1993 was invited to participate in the study. The current study uses perinatal data collected in 1993, and follow-ups at ages 18 and 22. The primary outcome was lifetime suicide attempts with past month suicide ideation a secondary outcome. The association between perinatal predictors and suicidal ideation or lifetime suicide attempts was investigated using hierarchical logistic regression. FINDINGS There was an analytic sample size of 3493. The perinatal factors association with lifetime suicide attempts were sex (OR = 2.25 CI: 1.76-2.89), paternal education at birth (OR = 0.60, 95%CI: 0.36-0.99), maternal education (9-11 years OR = 2.81, 95%CI: 1.41-5.59, & 0-8 years OR = 2.21, 95%CI: 1.07-4.58), support from friends or neighbors at birth (OR = 0.36 95%CI: 0.17-0.77), and maternal smoking during pregnancy (OR = 1.41, 95%CI: 1.10-1.79). Patterns of associations were broadly similar with suicidal ideation. Interactions between sex and the perinatal factors paternal education, maternal education, smoking and support from friends were assessed and found to be not significant. CONCLUSION Several factors during the perinatal period are associated with risk of lifetime suicide attempts and ideation in young adults in Brazil. Early-life factors associated with suicide-related concerns in early adulthood were similar to those observed in studies from high-income settings.
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Sebők-Welker T, Posta E, Ágrez K, Rádosi A, Zubovics EA, Réthelyi MJ, Ulbert I, Pászthy B, Bunford N. The Association Between Prenatal Maternal Stress and Adolescent Affective Outcomes is Mediated by Childhood Maltreatment and Adolescent Behavioral Inhibition System Sensitivity. Child Psychiatry Hum Dev 2024; 55:1-21. [PMID: 36738426 PMCID: PMC11362206 DOI: 10.1007/s10578-023-01499-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/16/2023] [Indexed: 02/05/2023]
Abstract
Prenatal maternal stress is linked to offspring outcomes; however, there is little research on adolescents, behavioral, transdiagnostic outcomes, or the mechanisms through which relations operate. We examined, in N = 268 adolescents (Mage = 15.31 years; SD = 1.063; 57.8% boys) whether prenatal maternal stress is associated with adolescent affective outcomes; whether this association is mediated, serially, by childhood home atmosphere and adolescent behavioral inhibition system (BIS) sensitivity; and whether mediational effects are moderated by adolescent attention-deficit/hyperactivity disorder or maternal internalizing symptomology. Prenatal maternal daily stress and major life events were associated with adolescent outcomes through childhood negative atmosphere/neglect and BIS sensitivity, with no evidence of moderation. Results have implications regarding the effect of prenatal maternal stress on offspring outcomes and regarding corresponding sensitive periods.
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Affiliation(s)
- T Sebők-Welker
- Developmental and Translational Neuroscience Research Group Developmental and Translational Neuroscience Research Group, Research Centre for Natural Sciences, Institute of Cognitive Neuroscience and Psychology, Magyar Tudósok Körútja 2, Budapest, 1117, Hungary
- Doctoral School of Mental Health Sciences, Semmelweis University, Balassa U. 6, Budapest, 1083, Hungary
| | - E Posta
- Developmental and Translational Neuroscience Research Group Developmental and Translational Neuroscience Research Group, Research Centre for Natural Sciences, Institute of Cognitive Neuroscience and Psychology, Magyar Tudósok Körútja 2, Budapest, 1117, Hungary
| | - K Ágrez
- Developmental and Translational Neuroscience Research Group Developmental and Translational Neuroscience Research Group, Research Centre for Natural Sciences, Institute of Cognitive Neuroscience and Psychology, Magyar Tudósok Körútja 2, Budapest, 1117, Hungary
| | - A Rádosi
- Developmental and Translational Neuroscience Research Group Developmental and Translational Neuroscience Research Group, Research Centre for Natural Sciences, Institute of Cognitive Neuroscience and Psychology, Magyar Tudósok Körútja 2, Budapest, 1117, Hungary
- Doctoral School of Mental Health Sciences, Semmelweis University, Balassa U. 6, Budapest, 1083, Hungary
| | - E A Zubovics
- Developmental and Translational Neuroscience Research Group Developmental and Translational Neuroscience Research Group, Research Centre for Natural Sciences, Institute of Cognitive Neuroscience and Psychology, Magyar Tudósok Körútja 2, Budapest, 1117, Hungary
| | - M J Réthelyi
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa U. 6, Budapest, 1083, Hungary
| | - I Ulbert
- Integrative Neuroscience Research Group, Research Centre for Natural Sciences, Institute of Cognitive Neuroscience and Psychology, Magyar Tudósok Körútja 2, Budapest, 1117, Hungary
- Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Práter Utca 50/A, Budapest, 1083, Hungary
| | - B Pászthy
- 1st Department of Paediatrics, Semmelweis University, Bókay János U. 53-54, Budapest, 1083, Hungary
| | - N Bunford
- Developmental and Translational Neuroscience Research Group Developmental and Translational Neuroscience Research Group, Research Centre for Natural Sciences, Institute of Cognitive Neuroscience and Psychology, Magyar Tudósok Körútja 2, Budapest, 1117, Hungary.
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Murgatroyd C, Salontaji K, Smajlagic D, Page C, Sanders F, Jugessur A, Lyle R, Tsotsi S, Haftorn K, Felix J, Walton E, Tiemeier H, Cecil C, Bekkhus M. Prenatal stress and gestational epigenetic age: No evidence of associations based on a large prospective multi-cohort study. RESEARCH SQUARE 2024:rs.3.rs-4257223. [PMID: 39011115 PMCID: PMC11247928 DOI: 10.21203/rs.3.rs-4257223/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/17/2024]
Abstract
Psychological stress during pregnancy is known to have a range of long-lasting negative consequences on the development and health of offspring. Here, we tested whether a measure of prenatal early-life stress was associated with a biomarker of physiological development at birth, namely epigenetic gestational age, using foetal cord-blood DNA-methylation data. Longitudinal cohorts from the Netherlands (Generation R Study [Generation R], n = 1,396), the UK (British Avon Longitudinal Study of Parents and Children [ALSPAC], n = 642), and Norway (Mother, Father and Child Cohort Study [MoBa], n1 = 1,212 and n2 = 678) provided data on prenatal maternal stress and genome-wide DNA methylation from cord blood and were meta-analysed (pooled n = 3,928). Measures of epigenetic age acceleration were calculated using three different gestational epigenetic clocks: "Bohlin", "EPIC overlap" and "Knight". Prenatal stress exposure, examined as an overall cumulative score, was not significantly associated with epigenetically-estimated gestational age acceleration or deceleration in any of the clocks, based on the results of the pooled meta-analysis or those of the individual cohorts. No significant associations were identified with specific domains of prenatal stress exposure, including negative life events, contextual (socio-economic) stressors, parental risks (e.g., maternal psychopathology) and interpersonal risks (e.g., family conflict). Further, no significant associations were identified when analyses were stratified by sex. Overall, we find little support that prenatal psychosocial stress is associated with variation in epigenetic age at birth within the general paediatric population.
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Lee S, Robertson OC, Marceau K, Knopik VS, Natsuaki M, Shaw DS, Leve LD, Ganiban JM, Neiderhiser JM. Early risk for child externalising symptoms: Examining genetic, prenatal, temperamental and parental influences. INFANT AND CHILD DEVELOPMENT 2024; 33:e2508. [PMID: 39183803 PMCID: PMC11339911 DOI: 10.1002/icd.2508] [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: 08/17/2023] [Accepted: 03/25/2024] [Indexed: 08/27/2024]
Abstract
This study utilized the Early Growth and Development Study (N = 561 adoptive children; 57.2% male, 55.3% White), a study of children adopted at birth, to examine heritable (birth parent psychopathology) and prenatal risk (prenatal maternal distress and smoking during pregnancy), infant negative affectivity, adoptive parent over-reactivity and warmth as independent predictors of childhood externalizing symptoms. The current study evaluated if: (1) infant negative affectivity and over-reactive parenting are candidate mediators for the effects of heritable and prenatal risk on externalizing symptoms and (2) parental warmth weakens the influence of heritable risk, prenatal risk, negative affectivity, and over-reactive parenting on externalizing symptoms. There were main effects of heritable risk, infant negative affectivity, and over-reactive parenting on child externalizing symptoms. The study found no support for the hypothesized mediation and moderation effects, suggesting that targeting parental over-reactivity rather than warmth would be more effective in reducing risk for childhood externalizing symptoms.
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Affiliation(s)
- Sohee Lee
- Department of Human Development and Family Science, Purdue University
| | | | - Kristine Marceau
- Department of Human Development and Family Science, Purdue University
| | - Valerie S. Knopik
- Department of Human Development and Family Science, Purdue University
| | - Misaki Natsuaki
- Department of Psychology, University of California, Riverside
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Avendano S, Moirangthem S, Taflet M, Heude B, Koehl M, van der Waerden J, Downes N. Prenatal maternal negative life events associated with child emotional and behavioral problems in the French EDEN cohort. J Affect Disord 2024; 356:224-232. [PMID: 38608762 DOI: 10.1016/j.jad.2024.04.040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 03/25/2024] [Accepted: 04/09/2024] [Indexed: 04/14/2024]
Abstract
INTRODUCTION Prenatal negative life events (NLEs) have been linked to adverse health outcomes in children. However, few studies examine this relationship during late childhood using trajectory analyses. Additionally, the impact of specific NLEs domains on child development remains unclear. This study aims to longitudinally explore the association between NLEs (cumulative score and specific NLEs domains) and child outcomes from birth to late childhood. METHODS 1135 mother-child pairs from the French EDEN cohort were followed from 24 to 28 weeks of pregnancy up to 11 years of age. Maternal self-reports of prenatal NLEs were collected immediately after birth, then analyzed as a cumulative score and by NLEs domain. Children's emotional and behavioral symptoms were assessed at 4 timepoints through the Strengths and Difficulties Questionnaire. RESULTS Children of mothers exposed to ≥3 NLEs were more likely to follow trajectories of high levels of peer relationship problems (aOR [95 % CI] = 5.69 [1.74-18.69]), emotional symptoms (aOR [95 % CI] = 3.05 [1.08-8.63]), and conduct problems (aOR [95 %] = 3.53 [1.20-10.42]). Among the domains of NLEs, only events related to housing, finance, and living conditions were significantly associated with high emotional and behavioral difficulties trajectories (aOR [95%CI] = 2.71[1.26-5.81]). LIMITATIONS Potential attrition bias due to a higher dropout rate for children experiencing early indications of emotional and behavioral difficulties. CONCLUSION Findings support the relationship between prenatal NLEs and child outcomes, underscoring the importance of assessing prenatal stressors across life domains to identify mothers who might be in need of support.
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Affiliation(s)
- Sara Avendano
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Social Epidemiology Research Team, F 75012 Paris, France
| | - Simi Moirangthem
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Social Epidemiology Research Team, F 75012 Paris, France
| | - Muriel Taflet
- Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), F 75004 Paris, France
| | - Barbara Heude
- Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), F 75004 Paris, France
| | - Muriel Koehl
- Universtié Bordeaux, INSERM, Neurocentre Magendie, U1215, Neurogenesis and Pathophysiology Group, 33000 Bordeaux, France
| | - Judith van der Waerden
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Social Epidemiology Research Team, F 75012 Paris, France.
| | - Naomi Downes
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Social Epidemiology Research Team, F 75012 Paris, France
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11
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Helmikstøl B, Moe V, Smith L, Fredriksen E. Multiple Risk in Pregnancy- Prenatal Risk Constellations and Mother-Infant Interactions, Parenting Stress, and Child Externalizing and Internalizing Behaviors: A Prospective Longitudinal Cohort Study from Pregnancy to 18 Months Postpartum. Res Child Adolesc Psychopathol 2024; 52:399-412. [PMID: 37938409 PMCID: PMC10896821 DOI: 10.1007/s10802-023-01145-x] [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] [Accepted: 10/18/2023] [Indexed: 11/09/2023]
Abstract
Multiple risk is associated with adverse developmental outcomes across domains. However, as risk factors tend to cluster, it is important to investigate formation of risk constellations, and how they relate to child and parental outcomes. By means of latent class analysis patterns of prenatal risk factors were identified, and relations to interactional quality, parenting stress, and child internalizing and externalizing behaviors were investigated. An array of prenatal risk factors was assessed in 1036 Norwegian pregnant women participating in a prospective longitudinal community-based study, Little in Norway. Mother-infant interactions were videotaped and scored with the Early Relational Health Screen (ERHS) at 12 months. The Parenting Stress Index (PSI) and Infant-Toddler Social and Emotional Assessment (ITSEA) were administered at 18 months. First, we analyzed response patterns to prenatal risks to identify number and characteristics of latent classes. Second, we investigated whether latent class membership could predict mother-child interactional quality, parenting stress, and child internalizing and externalizing behavior after the child was born. Results revealed three prenatal risk constellations: broad risk (7.52%), mental health risk (21.62%) and low-risk (70.86%). Membership in the broad risk group predicted lower scores on interactional quality, while membership in the mental health risk group predicted less favorable scores on all outcome measures. Prenatal risks clustered together in specific risk constellations that differentially related to parent, child and interactional outcomes.
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Affiliation(s)
- Beate Helmikstøl
- Department of Psychology, Ansgar University College, Fredrik Fransons Vei 4, 4635, Kristiansand, Norway.
- Department of Psychology, University of Oslo, Forskningsveien 3a, 0373, Oslo, Norway.
| | - Vibeke Moe
- Department of Psychology, University of Oslo, Forskningsveien 3a, 0373, Oslo, Norway
| | - Lars Smith
- Department of Psychology, University of Oslo, Forskningsveien 3a, 0373, Oslo, Norway
| | - Eivor Fredriksen
- Department of Psychology, University of Oslo, Forskningsveien 3a, 0373, Oslo, Norway
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12
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Clayborne ZM, Zou R, Gilman SE, Khandaker GM, Fell DB, Colman I, El Marroun H. Associations between prenatal maternal stress, maternal inflammation during pregnancy, and children's internalizing and externalizing symptoms throughout childhood. Brain Behav Immun 2023; 114:165-172. [PMID: 37607663 PMCID: PMC11654864 DOI: 10.1016/j.bbi.2023.08.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 08/11/2023] [Accepted: 08/16/2023] [Indexed: 08/24/2023] Open
Abstract
BACKGROUND Maternal immune activation is a potential mechanism underlying associations between maternal stress during pregnancy and offspring mental health problems. This study examined associations between prenatal maternal stress, maternal inflammation during pregnancy, and children's internalizing and externalizing symptoms from 3 to 10 years of age, and whether maternal inflammation mediated the associations between prenatal maternal stress and children's internalizing and externalizing symptoms. METHODS This study comprised 4,902 mother-child dyads in the Generation R study. Prenatal maternal stress was assessed using self-reported data collected during pregnancy and analyzed as a latent variable consisting of four stress domains. Maternal inflammation during pregnancy was assessed using serum concentrations of C-reactive protein (CRP) measured at a median of 13.5 weeks' gestation. Child internalizing and externalizing symptoms were assessed using the Child Behavior Checklist (CBCL) by maternal report at ages 3 years, 5 years, and 10 years; paternal-reported CBCL data were also available at 3 years and 10 years. RESULTS Prenatal maternal stress was associated with maternal-reported internalizing and externalizing symptoms of the child at 3, 5, and 10 years of age, and with paternal-reported internalizing and externalizing symptoms at 3 and 10 years. Prenatal maternal stress was associated with maternal CRP concentrations prior to, but not after, covariate adjustment. Maternal CRP concentrations during pregnancy were associated with paternal-reported internalizing symptoms of offspring at 10 years of age prior to, but not after, covariate adjustment. There was no evidence that CRP concentrations mediated the associations between prenatal maternal stress and children's internalizing or externalizing symptoms. CONCLUSIONS Maternal stress during pregnancy is associated with higher levels of internalizing and externalizing symptoms in children, but this association is not because of differences in maternal immune activation linked to maternal stress. Replication of these findings in other cohorts is required; examination of other biomarkers or variation in immune activity during pregnancy would also benefit from further exploration.
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Affiliation(s)
- Zahra M Clayborne
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada; Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.
| | - Runyu Zou
- Department of Child and Adolescent Psychiatry, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Stephen E Gilman
- Social and Behavioral Sciences Branch, Division of Population Health Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, MD, USA; Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Golam M Khandaker
- MRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK; Centre for Academic Mental Health, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK; Avon and Wiltshire Mental Health Partnership NHS Trust, Bristol, UK
| | - Deshayne B Fell
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada; Children's Hospital of Eastern Ontario (CHEO) Research Institute, Ottawa, ON, Canada
| | - Ian Colman
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Hanan El Marroun
- Department of Child and Adolescent Psychiatry, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands; Department of Psychology, Education and Child Studies, Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, Rotterdam, the Netherlands
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13
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Liu SR, Sandman CA, Davis EP, Glynn LM. Intergenerational risk and resilience pathways from discrimination and acculturative stress to infant mental health. Dev Psychopathol 2023; 35:899-911. [PMID: 35256027 PMCID: PMC9452603 DOI: 10.1017/s0954579422000141] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Preconception and prenatal stress impact fetal and infant development, and women of color are disproportionately exposed to sociocultural stressors like discrimination and acculturative stress. However, few studies examine links between mothers' exposure to these stressors and offspring mental health, or possible mitigating factors. Using linear regression, we tested associations between prenatally assessed maternal acculturative stress and discrimination on infant negative emotionality among 113 Latinx/Hispanic, Asian American, Black, and Multiethnic mothers and their children. Additionally, we tested interactions between stressors and potential pre- and postnatal resilience-promoting factors: community cohesion, social support, communalism, and parenting self-efficacy. Discrimination and acculturative stress were related to more infant negative emotionality at approximately 12 months old (M = 12.6, SD = .75). In contrast, maternal report of parenting self-efficacy when infants were 6 months old was related to lower levels of infant negative emotionality. Further, higher levels of parenting self-efficacy mitigated the relation between acculturative stress and negative emotionality. Preconception and prenatal exposure to sociocultural stress may be a risk factor for poor offspring mental health. Maternal and child health researchers, policymakers, and practitioners should prioritize further understanding these relations, reducing exposure to sociocultural stressors, and promoting resilience.
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Affiliation(s)
- Sabrina R Liu
- Conte Center, Department of Pediatrics, University of California Irvine, CA, USA
- Department of Psychology, Chapman University, Orange, CA, USA
| | - Curt A Sandman
- Department of Psychiatry and Human Behavior, University of California Irvine, Orange, CA, USA
| | - Elysia Poggi Davis
- Conte Center, Department of Pediatrics, University of California Irvine, CA, USA
- Department of Psychology, University of Denver, Denver, CO, USA
| | - Laura M Glynn
- Department of Psychology, Chapman University, Orange, CA, USA
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14
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Noroña-Zhou A, Coccia M, Sullivan A, O’Connor TG, Collett BR, Derefinko K, Renner LM, Loftus CT, Roubinov D, Carroll KN, Nguyen RHN, Karr CJ, Sathyanarayana S, Barrett ES, Mason WA, LeWinn KZ, Bush NR. A Multi-Cohort Examination of the Independent Contributions of Maternal Childhood Adversity and Pregnancy Stressors to the Prediction of Children's Anxiety and Depression. Res Child Adolesc Psychopathol 2023; 51:497-512. [PMID: 36462137 PMCID: PMC10017630 DOI: 10.1007/s10802-022-01002-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/18/2022] [Indexed: 12/05/2022]
Abstract
Women's social experiences can have long-term implications for their offspring's health, but little is known about the potential independent contributions of multiple periods of stress exposures over time. This study examined associations of maternal exposure to adversity in childhood and pregnancy with children's anxiety and depression symptoms in a large, sociodemographically diverse sample. Participants were 1389 mother-child dyads (child age M = 8.83 years; SD = 0.66; 42% Black, 42% White; 6% Hispanic) in the ECHO-PATHWAYS Consortium's three U.S. pregnancy cohorts. Women reported their exposure to childhood traumatic events (CTE) and pregnancy stressful life events (PSLE). Children self-reported on their symptoms of anxiety and depression at age 8-9 years. Regression analyses estimated associations between maternal stressors and children's internalizing problems, adjusting for confounders, and examined child sex as a modifier. Exploratory interaction analyses examined whether geospatially-linked postnatal neighborhood quality buffered effects. In adjusted models, PSLE counts positively predicted levels of children's anxiety and depression symptoms ([ßAnxiety=0.08, 95%CI [0.02, 0.13]; ßDepression=0.09, 95%CI [0.03, 0.14]); no significant associations were observed with CTE. Each additional PSLE increased odds of clinically significant anxiety symptoms by 9% (95%CI [0.02, 0.17]). Neither sex nor neighborhood quality moderated relations. Maternal stressors during pregnancy appear to have associations with middle childhood anxiety and depression across diverse sociodemographic contexts, whereas maternal history of childhood adversity may not. Effects appear comparable for boys and girls. Policies and programs addressing prevention of childhood internalizing symptoms may benefit from considering prenatal origins and the potential two-generation impact of pregnancy stress prevention and intervention.
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Affiliation(s)
- Amanda Noroña-Zhou
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California, San Francisco (UCSF), San Francisco, CA USA
- Department of Pediatrics, UCSF, San Francisco, CA USA
- Center for Health and Community, UCSF, San Francisco, CA USA
| | - Michael Coccia
- Center for Health and Community, UCSF, San Francisco, CA USA
| | - Alexis Sullivan
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California, San Francisco (UCSF), San Francisco, CA USA
| | - Thomas G. O’Connor
- Departments of Psychiatry, Psychology, Neuroscience, Department of Obstetrics & Gynecology, University of Rochester, Rochester, NY USA
| | - Brent R. Collett
- Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle Children’s Research Institute, Seattle, WA USA
| | - Karen Derefinko
- Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis, TN USA
| | | | - Christine T. Loftus
- Department of Occupational and Environmental Health Sciences, University of Washington, Seattle, WA USA
| | - Danielle Roubinov
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California, San Francisco (UCSF), San Francisco, CA USA
| | - Kecia N. Carroll
- Departments of Environmental Medicine and Public Health and Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY USA
| | - Ruby H. N. Nguyen
- Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN USA
| | - Catherine J. Karr
- Department of Occupational and Environmental Health Sciences, Department of Pediatrics, University of Washington, Seattle, WA USA
| | - Sheela Sathyanarayana
- Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle Children’s Research Institute, Seattle, WA USA
| | - Emily S. Barrett
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health; Environmental and Occupational Health Sciences Institute, Rutgers University, New Brunswick, NJ USA
| | - W. Alex Mason
- Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis, TN USA
| | - Kaja Z. LeWinn
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California, San Francisco (UCSF), San Francisco, CA USA
| | - Nicole R. Bush
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California, San Francisco (UCSF), San Francisco, CA USA
- Department of Pediatrics, UCSF, San Francisco, CA USA
- Center for Health and Community, UCSF, San Francisco, CA USA
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15
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Bolhuis K, Mulder RH, de Mol CL, Defina S, Warrier V, White T, Tiemeier H, Muetzel RL, Cecil CAM. Mapping gene by early life stress interactions on child subcortical brain structures: A genome-wide prospective study. JCPP ADVANCES 2022; 2:jcv2.12113. [PMID: 36777645 PMCID: PMC7614163 DOI: 10.1002/jcv2.12113] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 09/15/2022] [Indexed: 11/18/2022] Open
Abstract
Background Although it is well-established that both genetics and the environment influence brain development, they are typically examined separately. Here, we aimed to prospectively investigate the interactive effects of genetic variants-from a genome-wide approach-and early life stress (ELS) on child subcortical brain structures, and their association with subsequent mental health problems. Method Primary analyses were conducted using data from the Generation R Study (N = 2257), including genotype and cumulative prenatal and postnatal ELS scores (encompassing life events, contextual risk, parental risk, interpersonal risk, direct victimisation). Neuroimaging data were collected at age 10 years, including intracranial and subcortical brain volumes (accumbens, amygdala, caudate, hippocampus, pallidum, putamen, thalamus). Genome-wide association and genome-wide-by-environment interaction analyses (GWEIS, run separately for prenatal/postnatal ELS) were conducted for eight brain outcomes (i.e., 24 genome-wide analyses) in the Generation R Study (discovery). Polygenic scores (PGS) using the resulting weights were calculated in an independent (target) cohort (adolescent brain cognitive development Study; N = 10,751), to validate associations with corresponding subcortical volumes and examine links to later mother-reported internalising and externalising problems. Results One GWEIS-prenatal stress locus was associated with caudate volume (rs139505895, mapping onto PRSS12 and NDST3) and two GWEIS-postnatal stress loci with the accumbens (rs2397823 and rs3130008, mapping onto CUTA, SYNGAP1, and TABP). Functional annotation revealed that these genes play a role in neuronal plasticity and synaptic function, and have been implicated in neuro-developmental phenotypes, for example, intellectual disability, autism, and schizophrenia. None of these associations survived a more stringent correction for multiple testing across all analysis sets. In the validation sample, all PGSgenotype were associated with their respective brain volumes, but no PGSGxE associated with any subcortical volume. None of the PGS associated with internalising or externalising problems. Conclusions This study lends novel suggestive insights into gene-environment interplay on the developing brain as well as pointing to promising candidate loci for future replication and mechanistic studies.
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Affiliation(s)
- Koen Bolhuis
- Department of Child and Adolescent Psychiatry/PsychologyErasmus MC‐SophiaRotterdamThe Netherlands
| | - Rosa H. Mulder
- Department of PediatricsErasmus MC‐SophiaRotterdamThe Netherlands
| | - Casper Louk de Mol
- Department of NeurologyMS Center ErasMSErasmus MCRotterdamThe Netherlands
| | - Serena Defina
- Department of Child and Adolescent Psychiatry/PsychologyErasmus MC‐SophiaRotterdamThe Netherlands
| | - Varun Warrier
- Department of PsychiatryUniversity of CambridgeCambridgeUK
| | - Tonya White
- Department of Child and Adolescent Psychiatry/PsychologyErasmus MC‐SophiaRotterdamThe Netherlands
- Department of Radiology and Nuclear MedicineErasmus MCRotterdamThe Netherlands
| | - Henning Tiemeier
- Department of Child and Adolescent Psychiatry/PsychologyErasmus MC‐SophiaRotterdamThe Netherlands
- Department of Social and Behavioral SciencesHarvard TH Chan School of Public HealthBostonMassachusettsUSA
| | - Ryan L. Muetzel
- Department of Child and Adolescent Psychiatry/PsychologyErasmus MC‐SophiaRotterdamThe Netherlands
| | - Charlotte A. M. Cecil
- Department of Child and Adolescent Psychiatry/PsychologyErasmus MC‐SophiaRotterdamThe Netherlands
- Department of EpidemiologyErasmus MCRotterdamThe Netherlands
- Molecular EpidemiologyDepartment of Biomedical Data SciencesLeiden University Medical CenterLeidenThe Netherlands
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16
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Amici F, Röder S, Kiess W, Borte M, Zenclussen AC, Widdig A, Herberth G. Maternal stress, child behavior and the promotive role of older siblings. BMC Public Health 2022; 22:863. [PMID: 35488325 PMCID: PMC9055772 DOI: 10.1186/s12889-022-13261-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 04/19/2022] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND In the first years of their lives, children develop the cognitive, social and emotional skills that will provide the foundations for their lifelong health and achievements. To increase their life prospects and reduce the long-term effects of early aversive conditions, it is therefore crucial to understand the risk factors that negatively affect child development and the factors that are instead beneficial. In this study, we tested (i) the effects of different social and environmental stressors on maternal stress levels, (ii) the dynamic relationship between maternal stress and child behavior problems during development, and (iii) the potential promotive (i.e. main) or protective (i.e. buffering) effect of siblings on child behavior problems during development. METHODS We used longitudinal data from 373 mother-child pairs (188 daughters, 185 sons) from pregnancy until 10 years of age. We assessed maternal stress and child behavior problems (internalizing and externalizing) with validated questionnaires, and then used linear mixed models, generalized linear mixed models and longitudinal cross-lagged models to analyze the data. RESULTS Our results showed that higher maternal stress levels were predicted by socio-environmental stressors (i.e. the lack of sufficient social areas in the neighborhood). Moreover, prenatal maternal stress reliably predicted the occurrence of behavior problems during childhood. Finally, the presence of older siblings had a promotive function, by reducing the likelihood that children developed externalizing problems. CONCLUSIONS Overall, our results confirm the negative effects that maternal stress during pregnancy may have on the offspring, and suggest an important main effect of older siblings in promoting a positive child development.
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Affiliation(s)
- Federica Amici
- Department of Comparative Cultural Psychology, Max Planck Institute for Evolutionary Anthropology, Deutscher Platz 6, 04103, Leipzig, Germany.
- Behavioural Ecology Research Group, Institute of Biology, University of Leipzig, 04103, Leipzig, Germany.
| | - Stefan Röder
- Department of Environmental Immunology, Helmholtz Centre for Environmental Research-UFZ, Leipzig, Germany
| | - Wieland Kiess
- Department of Women and Child Health, Center of Paediatric Research (CPL), Hospital for Children and Adolescents, Leipzig University, Leipzig, Germany
- Leipzig Research Centre for Civilization Diseases (LIFE), Leipzig University, Leipzig, Germany
| | - Michael Borte
- Children's Hospital, Municipal Hospital "St. Georg", Academic Teaching Hospital of the University of Leipzig, 04129, Leipzig, Germany
| | - Ana C Zenclussen
- Department of Environmental Immunology, Helmholtz Centre for Environmental Research-UFZ, Leipzig, Germany
| | - Anja Widdig
- Behavioural Ecology Research Group, Institute of Biology, University of Leipzig, 04103, Leipzig, Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103, Leipzig, Germany
- Department of Human Behaviour, Ecology and Culture, Max Planck Institute for Evolutionary Anthropology, 04103, Leipzig, Germany
| | - Gunda Herberth
- Department of Environmental Immunology, Helmholtz Centre for Environmental Research-UFZ, Leipzig, Germany
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