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Khalfallah O, Barbosa S, Phillippat C, Slama R, Galera C, Heude B, Glaichenhaus N, Davidovic L. Cytokines as mediators of the associations of prenatal exposure to phenols, parabens, and phthalates with internalizing behaviours at age 3 in boys: A mixture exposure and mediation approach. Environ Res 2023; 229:115865. [PMID: 37062478 DOI: 10.1016/j.envres.2023.115865] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 04/05/2023] [Accepted: 04/07/2023] [Indexed: 05/21/2023]
Abstract
Childhood internalizing disorders refer to inwardly focused negative behaviours such as anxiety, depression, and somatic complains. Interactions between psychosocial, genetic, and environmental risk factors adversely impact neurodevelopment and can contribute to internalizing disorders. While prenatal exposure to single endocrine disruptors (EDs) is associated with internalizing behaviours in infants, the associations with prenatal exposure to EDs in mixture remain poorly addressed. In addition, the biological mediators of EDs in mixture effects on internalizing behaviours remain unexplored. EDs do not only interfere with endocrine function, but also with immune function and inflammatory processes. Based on this body of evidence, we hypothetised that inflammation at birth is a plausible biological pathway through which prenatal exposure to EDs in mixture could operate to influence offspring internalizing behaviours. Based on the EDEN birth cohort, we investigated whether exposure to a mixture of EDs increased the odds of internalizing disorders in 459 boy infants at age 3, and whether the pro-inflammatory cytokines IL-1β, IL-6, and TNF-α measured at birth were mediators of this effect. To determine both the joint and individual associations of prenatal exposure to EDs with infant internalizing behaviours and the possible mediating role of cytokines, we used the counterfactual hierarchical Bayesian Kernel Machine Regression (BKMR) regression-causal mediation analysis. We show that prenatal exposure to a complex mixture of EDs has limited effects on internalizing behaviours in boys at age 3. We also show that IL-1β, IL-6, and TNF-α are unlikely mediators or suppressors of ED mixture effects on internalizing behaviours in boys at age 3. Further studies on larger cohorts are warranted to refine the deleterious effects of EDs in mixtures on internalizing behaviours and identify possible mediating pathways.
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Affiliation(s)
- Olfa Khalfallah
- Centre National de La Recherche Scientifique, Université Côte d'Azur, Institut de Pharmacologie Moléculaire et Cellulaire, Valbonne, France.
| | - Susana Barbosa
- Centre National de La Recherche Scientifique, Université Côte d'Azur, Institut de Pharmacologie Moléculaire et Cellulaire, Valbonne, France
| | - Claire Phillippat
- University Grenoble Alpes, Inserm U1209, CNRS UMR 5309, Team of Environmental Epidemiology Applied to Reproduction and Respiratory Health, Institute for Advanced Biosciences 38000 Grenoble, France
| | - Remy Slama
- University Grenoble Alpes, Inserm U1209, CNRS UMR 5309, Team of Environmental Epidemiology Applied to Reproduction and Respiratory Health, Institute for Advanced Biosciences 38000 Grenoble, France
| | - Cédric Galera
- Institut National de La Santé et de La Recherche Médicale UMR 1219, Bordeaux Population Health Centre, Université de Bordeaux, Hôpital Charles Perrens, Bordeaux, France
| | - Barbara Heude
- Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), Paris, France
| | - Nicolas Glaichenhaus
- Centre National de La Recherche Scientifique, Université Côte d'Azur, Institut de Pharmacologie Moléculaire et Cellulaire, Valbonne, France; Fondation FondaMental, Créteil, France
| | - Laetitia Davidovic
- Centre National de La Recherche Scientifique, Université Côte d'Azur, Institut de Pharmacologie Moléculaire et Cellulaire, Valbonne, France; Fondation FondaMental, Créteil, France.
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Ding N, Gao H, Jiang J, Zhai M, Shao H, Fu L, Li C, Ren Y, Li Y, Feng M, Cui X, Qiu N, Jin P, Ke X. The characteristics and factors of the internalizing and externalizing behaviours of children at high risk for autism spectrum disorder. BMC Psychiatry 2021; 21:523. [PMID: 34686160 PMCID: PMC8532264 DOI: 10.1186/s12888-021-03479-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Accepted: 09/17/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The behavioral characteristics of children with autism spectrum disorder (ASD) are not only affected by their disease, but also by their parenting environment. HR-ASD has the risk of developing internalization and externalization problems. How the early development of these behavioral problems is affected by parent-child interaction is worth exploring. We tested whether parent-child interactions and parenting characteristics were associated with behavioural problems during the infant periods. METHODS This study collected data from 91 infants at high risk for ASD and 68 matched typically developing (TD) infants, about their internalizing and externalizing behavioural problems and engagement states (i.e. positive, negative, and parent-child interactions), using free play paradigm. Parent measures were assessed using the Broad Autism Phenotypic Questionnaire (BAPQ) and Parenting Stress Index Short Form (PSI-SF) questionnaire. The core symptoms of ASD were assessed using the the Autism Diagnostic Observational Schedule (ADOS). RESULTS During free play, infants in the HR-ASD group showed more internalizing (P < 0.001) and externalizing (P < 0.05) behaviours and less positive engagement (P < 0.01) than the TD group. In the regression analysis, we found that parenting stress had an impact on the infants' externalizing behaviours (△R2 = 0.215). Parent negative engagement had an impact on the infants' internalizing behaviours (△R2 = 0.451). CONCLUSIONS The present study revealed that children at high risk for ASD exhibited more severe internalizing and externalizing behavioural problems than TD group. The parent negative engagement is associated with behavioural problems. The findings on the contribution of parents' factors to behavioural problems suggests that the parenting stress and parent-child interactions are important factors for mitigating behavioural problems.
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Affiliation(s)
- Ning Ding
- Nanjing Brain Hospital, Affiliated with Nanjing Medical University, Child Mental Health Research Center, Nanjing, 210029, China
| | - Huiyun Gao
- Nanjing Brain Hospital, Affiliated with Nanjing Medical University, Child Mental Health Research Center, Nanjing, 210029, China
| | - Jiying Jiang
- Nanjing Brain Hospital, Affiliated with Nanjing Medical University, Child Mental Health Research Center, Nanjing, 210029, China
| | - Mengyao Zhai
- Nanjing Brain Hospital, Affiliated with Nanjing Medical University, Child Mental Health Research Center, Nanjing, 210029, China
| | - Huan Shao
- Nanjing Brain Hospital, Affiliated with Nanjing Medical University, Child Mental Health Research Center, Nanjing, 210029, China
| | - Linyan Fu
- Nanjing Brain Hospital, Affiliated with Nanjing Medical University, Child Mental Health Research Center, Nanjing, 210029, China
| | - Chunyan Li
- Nanjing Brain Hospital, Affiliated with Nanjing Medical University, Child Mental Health Research Center, Nanjing, 210029, China
| | - Yanling Ren
- Nanjing Brain Hospital, Affiliated with Nanjing Medical University, Child Mental Health Research Center, Nanjing, 210029, China
| | - Yu Li
- Nanjing Brain Hospital, Affiliated with Nanjing Medical University, Child Mental Health Research Center, Nanjing, 210029, China
| | - Min Feng
- Nanjing Brain Hospital, Affiliated with Nanjing Medical University, Child Mental Health Research Center, Nanjing, 210029, China
| | - Xiwen Cui
- Nanjing Brain Hospital, Affiliated with Nanjing Medical University, Child Mental Health Research Center, Nanjing, 210029, China
| | - Nana Qiu
- Nanjing Brain Hospital, Affiliated with Nanjing Medical University, Child Mental Health Research Center, Nanjing, 210029, China
| | - Peiying Jin
- Nanjing Brain Hospital, Affiliated with Nanjing Medical University, Child Mental Health Research Center, Nanjing, 210029, China
| | - Xiaoyan Ke
- Nanjing Brain Hospital, Affiliated with Nanjing Medical University, Child Mental Health Research Center, Nanjing, 210029, China.
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