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Elagali A, Eisner A, Tanner S, Drummond K, Symeonides C, Love C, Tang ML, Mansell T, Burgner D, Collier F, Sly PD, O'Hely M, Dunlop S, Vuillermin P, Ponsonby AL. A pathway-based genetic score for inflammation: An indicator of vulnerability to phthalate-induced adverse neurodevelopment outcomes. Int J Hyg Environ Health 2025; 264:114514. [PMID: 39721371 DOI: 10.1016/j.ijheh.2024.114514] [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: 07/21/2024] [Revised: 12/06/2024] [Accepted: 12/17/2024] [Indexed: 12/28/2024]
Abstract
INTRODUCTION Phthalates, chemical additives used to enhance plastic products' flexibility, are easily released into the environment, and can harm the brain development through various mechanisms including inflammation. Genetic variation influencing an individual's susceptibility to inflammation may play a role in the effects of phthalate exposure on neurodevelopment however there is no summary measure developed for genetic susceptibility to inflammation. METHODS We developed a genetic pathway function score for inflammation (gPFSin), based on the transcriptional activity of the inflammatory response pathway in the brain and other tissues. Using the Barwon Infant Study (a birth cohort of n = 1074), we examined the connection between gPFSin and key neurodevelopmental outcomes, along with the interplay between prenatal phthalate levels, children's genetic susceptibility to inflammation (gPFSin), and adverse neurodevelopmental outcomes. RESULTS Regression techniques revealed consistent associations between gPFSin-phthalate combinations and key neurodevelopmental outcomes. A high gPFSin score was associated with an increased risk of doctor-diagnosed Autism Spectrum Disorder (ASD) and Attention-Deficit/Hyperactivity Disorder (ADHD) by age 11.5 years, with adjusted odds ratios of 2.15(p = 0.039) and 2.42(p = 0.005), respectively. Furthermore, individuals with both high gPFSin and prenatal phthalate exposure exhibited more neurodevelopmental problems. This included associations of high gPFSin and bis(2-ethylhexyl) phthalate (DEHP) levels with parent-reported ASD traits and doctor-diagnosed ASD. The attributable proportions due to this interaction were 0.39 (p = 0.045) and 0.37 (p = 0.037), respectively. CONCLUSION These findings contribute to the evidence linking gestational phthalate exposure and inflammation to adverse neurodevelopment and underscoring increased risks in children with higher genetic susceptibility to inflammation.
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Affiliation(s)
- Ahmed Elagali
- Minderoo Foundation, Perth, WA, 6009, Australia; School of Biological Sciences, The University of Western Australia, Perth, WA, 6009, Australia; Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, VIC, 3052, Australia.
| | - Alex Eisner
- Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, VIC, 3052, Australia
| | - Samuel Tanner
- Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, VIC, 3052, Australia
| | - Katherine Drummond
- Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, VIC, 3052, Australia
| | - Christos Symeonides
- Minderoo Foundation, Perth, WA, 6009, Australia; Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, VIC, 3052, Australia
| | - Chloe Love
- School of Medicine, Deakin University, Geelong, VIC, 3220, Australia; Child Health Research Unit, Barwon Health, Geelong, VIC, 3220, Australia
| | - Mimi Lk Tang
- Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, VIC, 3052, Australia; Department of Paediatrics, University of Melbourne, Parkville, VIC, 3052, Australia
| | - Toby Mansell
- Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, VIC, 3052, Australia; Department of Paediatrics, University of Melbourne, Parkville, VIC, 3052, Australia
| | - David Burgner
- Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, VIC, 3052, Australia; Department of Paediatrics, University of Melbourne, Parkville, VIC, 3052, Australia
| | - Fiona Collier
- School of Medicine, Deakin University, Geelong, VIC, 3220, Australia; Child Health Research Unit, Barwon Health, Geelong, VIC, 3220, Australia
| | - Peter D Sly
- Child Health Research Centre, The University of Queensland, South Brisbane, QLD, 4101, Australia
| | - Martin O'Hely
- School of Medicine, Deakin University, Geelong, VIC, 3220, Australia; Child Health Research Unit, Barwon Health, Geelong, VIC, 3220, Australia
| | - Sarah Dunlop
- Minderoo Foundation, Perth, WA, 6009, Australia; School of Biological Sciences, The University of Western Australia, Perth, WA, 6009, Australia
| | - Peter Vuillermin
- School of Medicine, Deakin University, Geelong, VIC, 3220, Australia; Child Health Research Unit, Barwon Health, Geelong, VIC, 3220, Australia
| | - Anne-Louise Ponsonby
- Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, VIC, 3052, Australia; Department of Paediatrics, University of Melbourne, Parkville, VIC, 3052, Australia; Melbourne School of Population and Global Health, University of Melbourne, Parkville, VIC, 3052, Australia
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Love C, Sominsky L, O'Hely M, Berk M, Vuillermin P, Dawson SL. Prenatal environmental risk factors for autism spectrum disorder and their potential mechanisms. BMC Med 2024; 22:393. [PMID: 39278907 PMCID: PMC11404034 DOI: 10.1186/s12916-024-03617-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Accepted: 09/05/2024] [Indexed: 09/18/2024] Open
Abstract
Autism spectrum disorder (ASD) is a neurodevelopmental disorder that is globally increasing in prevalence. The rise of ASD can be partially attributed to diagnostic expansion and advocacy efforts; however, the interplay between genetic predisposition and modern environmental exposures is likely driving a true increase in incidence. A range of evidence indicates that prenatal exposures are critical. Infection during pregnancy, gestational diabetes, and maternal obesity are established risk factors for ASD. Emerging areas of research include the effects of maternal use of selective serotonin reuptake inhibitors, antibiotics, and exposure to toxicants during pregnancy on brain development and subsequent ASD. The underlying pathways of these risk factors remain uncertain, with varying levels of evidence implicating immune dysregulation, mitochondrial dysfunction, oxidative stress, gut microbiome alterations, and hormonal disruptions. This narrative review assesses the evidence of contributing prenatal environmental factors for ASD and associated mechanisms as potential targets for novel prevention strategies.
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Affiliation(s)
- Chloe Love
- Child Health Research Unit, Barwon Health, Geelong, Australia
- The Institute for Mental and Physical Health and Clinical Translation (IMPACT), Deakin University, Geelong, Australia
| | - Luba Sominsky
- Child Health Research Unit, Barwon Health, Geelong, Australia
- The Institute for Mental and Physical Health and Clinical Translation (IMPACT), Deakin University, Geelong, Australia
| | - Martin O'Hely
- The Institute for Mental and Physical Health and Clinical Translation (IMPACT), Deakin University, Geelong, Australia
- Murdoch Children's Research Institute, Parkville, Australia
| | - Michael Berk
- The Institute for Mental and Physical Health and Clinical Translation (IMPACT), Deakin University, Geelong, Australia
| | - Peter Vuillermin
- Child Health Research Unit, Barwon Health, Geelong, Australia
- The Institute for Mental and Physical Health and Clinical Translation (IMPACT), Deakin University, Geelong, Australia
- Murdoch Children's Research Institute, Parkville, Australia
| | - Samantha L Dawson
- The Institute for Mental and Physical Health and Clinical Translation (IMPACT), Deakin University, Geelong, Australia.
- Murdoch Children's Research Institute, Parkville, Australia.
- Food and Mood Centre, Deakin University, Geelong, Australia.
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Parenti M, Slupsky CM. Disrupted Prenatal Metabolism May Explain the Etiology of Suboptimal Neurodevelopment: A Focus on Phthalates and Micronutrients and their Relationship to Autism Spectrum Disorder. Adv Nutr 2024; 15:100279. [PMID: 39059765 PMCID: PMC11375317 DOI: 10.1016/j.advnut.2024.100279] [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: 05/13/2024] [Revised: 07/03/2024] [Accepted: 07/22/2024] [Indexed: 07/28/2024] Open
Abstract
Pregnancy is a time of high metabolic coordination, as maternal metabolism adapts to support the growing fetus. Many of these changes are coordinated by the placenta, a critical fetal endocrine organ and the site of maternal-fetal crosstalk. Dysregulation in maternal and placental metabolism during pregnancy has been linked to adverse outcomes, including altered neurodevelopment. Autism spectrum disorder (ASD) is a neurodevelopmental disorder linked to metabolic alterations in both children and their mothers. Prenatal environmental exposures have been linked to risk of ASD through dysregulated maternal, placental, and fetal metabolism. In this review, we focus on recent studies investigating the associations between prenatal metabolism in the maternal-placental-fetal unit and the impact of prenatal environmental exposures to phthalates and micronutrients on ASD risk. By identifying the mechanisms through which phthalates and other ubiquitous endocrine disrupting chemicals influence development, and how nutritional interventions can impact those mechanisms, we can identify promising ways to prevent suboptimal neurodevelopment.
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Affiliation(s)
- Mariana Parenti
- Department of Nutrition, University of California, Davis, CA, United States
| | - Carolyn M Slupsky
- Department of Nutrition, University of California, Davis, CA, United States; Department of Food Science and Technology, University of California, Davis, CA, United States.
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Robinson PD, Vilcins D. Clearing the air: Understanding the long-term lung effects of the Hazelwood coal mine fire. Respirology 2024; 29:743-744. [PMID: 39039658 DOI: 10.1111/resp.14797] [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: 06/28/2024] [Accepted: 07/04/2024] [Indexed: 07/24/2024]
Abstract
See related article
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Affiliation(s)
- Paul D Robinson
- Children's Health and Environment Program, Child Health Research Centre, University of Queensland, Brisbane, Queensland, Australia
- Respiratory and Sleep Medicine, Queensland Children's Hospital, Brisbane, Queensland, Australia
| | - Dwan Vilcins
- Children's Health and Environment Program, Child Health Research Centre, University of Queensland, Brisbane, Queensland, Australia
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Vilcins D, Lee WR, Pham C, Tanner S, Knibbs LD, Burgner D, Blake TL, Mansell T, Ponsonby AL, Sly PD. Association of Maternal Air Pollution Exposure and Infant Lung Function Is Modified by Genetic Propensity to Oxidative Stress. CHILDREN (BASEL, SWITZERLAND) 2024; 11:937. [PMID: 39201872 PMCID: PMC11352943 DOI: 10.3390/children11080937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Revised: 07/15/2024] [Accepted: 07/29/2024] [Indexed: 09/03/2024]
Abstract
BACKGROUND AND OBJECTIVE The association between air pollution and poor respiratory health outcomes is well established. Children are particularly at risk from air pollution, especially during the prenatal period as their organs and systems are still undergoing crucial development. This study investigated maternal exposure to air pollution during pregnancy and oxidative stress (OS), inflammation, and infant lung function at 4 weeks of age. METHODS Data from the Barwon Infant Study were available for 314 infants. The exposure to NO2 and PM2.5 were estimated. Infant lung function (4 weeks) was measured by multiple-breath washout. Glycoprotein acetyls (GlycA) (36 weeks prenatal), cord blood, and OS biomarkers were measured in maternal urine (28 weeks). A genetic pathway score for OS (gPFSox) was calculated. Linear regression was used and potential modification by the OS genotype was tested. RESULTS There was no relationship between maternal exposure to air pollution and infant lung function, or with GlycA or OS during pregnancy. We found an association in children with a genetic propensity to OS between NO2 and a lower functional residual capacity (FRC) (β = -5.3 mls, 95% CI (-9.3, -1.3), p = 0.01) and lung clearance index (LCI) score (β = 0.46 turnovers, (95% CI 0.10, 0.82), p = 0.01). CONCLUSION High prenatal exposure to ambient NO2 is associated with a lower FRC and a higher LCI score in infants with a genetic propensity to oxidative stress. There was no relationship between maternal exposure to air pollution with maternal and cord blood inflammation or OS biomarkers.
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Affiliation(s)
- Dwan Vilcins
- Child Health Research Centre, The University of Queensland, South Brisbane, QLD 4101, Australia; (D.V.); (T.L.B.)
| | - Wen Ray Lee
- Child Health Research Centre, The University of Queensland, South Brisbane, QLD 4101, Australia; (D.V.); (T.L.B.)
| | - Cindy Pham
- Murdoch Children’s Research Institute, Royal Children’s Hospital, Parkville, VIC 3052, Australia
- Department of Paediatrics, University of Melbourne, Parkville, VIC 3052, Australia
| | - Sam Tanner
- Florey Institute, The University of Melbourne, Parkville, VIC 3052, Australia
| | - Luke D. Knibbs
- School of Public Health, The University of Sydney, Sydney, NSW 2006, Australia
- Public Health Research Analytics and Methods for Evidence, Public Health Unit, Sydney Local Health District, Camperdown, NSW 2050, Australia
| | - David Burgner
- Murdoch Children’s Research Institute, Royal Children’s Hospital, Parkville, VIC 3052, Australia
- Department of Paediatrics, University of Melbourne, Parkville, VIC 3052, Australia
| | - Tamara L. Blake
- Child Health Research Centre, The University of Queensland, South Brisbane, QLD 4101, Australia; (D.V.); (T.L.B.)
| | - Toby Mansell
- Murdoch Children’s Research Institute, Royal Children’s Hospital, Parkville, VIC 3052, Australia
- Department of Paediatrics, University of Melbourne, Parkville, VIC 3052, Australia
| | - Anne-Louise Ponsonby
- Murdoch Children’s Research Institute, Royal Children’s Hospital, Parkville, VIC 3052, Australia
- Florey Institute, The University of Melbourne, Parkville, VIC 3052, Australia
- Melbourne School of Population and Global Health, University of Melbourne, Parkville, VIC 3052, Australia
| | - Peter D. Sly
- Child Health Research Centre, The University of Queensland, South Brisbane, QLD 4101, Australia; (D.V.); (T.L.B.)
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Vilcins D, Lee WR, Pham C, Tanner S, Knibbs LD, Burgner D, Blake TL, Mansell T, Ponsonby AL, Sly PD. Association of maternal air pollution exposure and infant lung function is modified by genetic propensity to oxidative stress. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.10.13.23296994. [PMID: 37873073 PMCID: PMC10592989 DOI: 10.1101/2023.10.13.23296994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Introduction The association between air pollution and poor respiratory health outcomes is well established, however less is known about the biological mechanisms, especially in early life. Children are particularly at risk from air pollution, especially during the prenatal period as their organs and systems are still undergoing crucial development. Therefore, our study aims to investigate if maternal exposure to air pollution during pregnancy is associated with oxidative stress (OS) and inflammation in pregnancy or infant lung function at 4 weeks of age, and the extent to which the association is modified by an infant's genetic risk of OS. Methods The Barwon Infant Study (BIS) is a longitudinal study of Australian children from the region of Geelong, Victoria. A total of 314 infants had available lung function and maternal OS markers. Exposure to annual air pollutants (NO 2 and PM 2.5 ) were estimated using validated, satellite-based, land-use regression models. Infant lung function was measured by multiple-breath washout, and the ratio of peak tidal expiratory flow over expiratory time was calculated at 4 weeks of age. An inflammation biomarker, glycoprotein acetyls (GlycA), was measured in maternal (36 weeks) and cord blood, and oxidative stress (OS) biomarkers, 8-hydroxyguanine (8-OHGua) and 8-hydroxy-2'-deoxyguanosine (8-OHdG) were measured in maternal urine at 28 weeks. A genetic pathway score for OS (gPFS ox ) was calculated for each infant participant in the BIS cohort, and high risk defined as score >8. Linear regression was used to explore the association of maternal air pollution exposure with infant lung function, and potential modification by OS genotype was tested through use of interaction terms and other methods. Results There was no evidence of a relationship between maternal exposure to air pollution and infant lung function in the whole population. We did not find an association between air pollution and GlycA or OS during pregnancy. We found evidence of an association between NO 2 and lower in functional residual capacity (FRC) for children with a high genetic risk of OS (β=-5.3 mls, 95% CI (-9.3, -1.3), p=0.01). We also found that when NO 2 was considered in tertiles, the highest tertile of NO 2 was associated with increase in lung clearance index (LCI) (β=0.46 turnovers, (95% CI 0.10, 0.82), p=0.01) in children with a genetic propensity to OS. Conclusion Our study found that high prenatal levels of exposure to ambient NO 2 levels is associated with lower FRC and higher LCI in infants with a genetic propensity to oxidative stress. There was no relationship between maternal exposure to air pollution with maternal and cord blood inflammation or OS biomarkers.
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Pham C, Thomson S, Chin ST, Vuillermin P, O'Hely M, Burgner D, Tanner S, Saffery R, Mansell T, Bong S, Holmes E, Sly PD, Gray N, Ponsonby AL. Maternal oxidative stress during pregnancy associated with emotional and behavioural problems in early childhood: implications for foetal programming. Mol Psychiatry 2023; 28:3760-3768. [PMID: 37845496 PMCID: PMC10730421 DOI: 10.1038/s41380-023-02284-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Revised: 09/10/2023] [Accepted: 09/21/2023] [Indexed: 10/18/2023]
Abstract
Childhood mental disorders, including emotional and behavioural problems (EBP) are increasingly prevalent. Higher maternal oxidative stress (OS) during pregnancy (matOSpreg) is linked to offspring mental disorders. Environmental factors contribute to matOSpreg. However, the role of matOSpreg in childhood EBP is unclear. We investigated the associations between (i) matOSpreg and offspring EBP; (ii) social and prenatal environmental factors and matOSpreg; and (iii) social and prenatal factors and childhood EBP and evaluated whether matOSpreg mediated these associations. Maternal urinary OS biomarkers, 8-hydroxyguanosine (8-OHGua; an oxidative RNA damage marker) and 8-hydroxy-2'-deoxyguanosine (8-OHdG; an oxidative DNA damage marker), at 36 weeks of pregnancy were quantified by liquid chromatography-mass spectrometry in a population-derived birth cohort, Barwon Infant Study (n = 1074 mother-infant pairs). Social and prenatal environmental factors were collected by mother-reported questionnaires. Offspring total EBP was measured by Child Behavior Checklist Total Problems T-scores at age two (n = 675) and Strengths and Difficulties Questionnaire Total Difficulties score at age four (n = 791). Prospective associations were examined by multivariable regression analyses adjusted for covariates. Mediation effects were evaluated using counterfactual-based mediation analysis. Higher maternal urinary 8-OHGua at 36 weeks (mat8-OHGua36w) was associated with greater offspring total EBP at age four (β = 0.38, 95% CI (0.07, 0.69), P = 0.02) and age two (β = 0.62, 95% CI (-0.06, 1.30), P = 0.07). Weaker evidence of association was detected for 8-OHdG. Five early-life factors were associated with both mat8-OHGua36w and childhood EBP (P-range < 0.001-0.05), including lower maternal education, socioeconomic disadvantage and prenatal tobacco smoking. These risk factor-childhood EBP associations were partly mediated by higher mat8-OHGua36w (P-range = 0.01-0.05). Higher matOSpreg, particularly oxidant RNA damage, is associated with later offspring EBP. Effects of some social and prenatal lifestyle factors on childhood EBP were partly mediated by matOSpreg. Future studies are warranted to further elucidate the role of early-life oxidant damage in childhood EBP.
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Affiliation(s)
- Cindy Pham
- Murdoch Children's Research Institute, Royal Children's Hospital, University of Melbourne, Parkville, VIC, 3052, Australia
- Florey Institute, University of Melbourne, Parkville, VIC, 3052, Australia
- Melbourne School of Population and Global Health, University of Melbourne, Parkville, VIC, 3052, Australia
| | - Sarah Thomson
- Florey Institute, University of Melbourne, Parkville, VIC, 3052, Australia
| | - Sung-Tong Chin
- Australian National Phenome Centre, Health Futures Institute, Harry Perkins Institute, Murdoch University, Perth, WA, 6150, Australia
| | - Peter Vuillermin
- School of Medicine, Deakin University, Geelong, VIC, 3220, Australia
- Barwon Health, Geelong, VIC, 3220, Australia
| | - Martin O'Hely
- Murdoch Children's Research Institute, Royal Children's Hospital, University of Melbourne, Parkville, VIC, 3052, Australia
- School of Medicine, Deakin University, Geelong, VIC, 3220, Australia
| | - David Burgner
- Murdoch Children's Research Institute, Royal Children's Hospital, University of Melbourne, Parkville, VIC, 3052, Australia
- Department of Paediatrics, University of Melbourne, Parkville, VIC, 3052, Australia
| | - Samuel Tanner
- Florey Institute, University of Melbourne, Parkville, VIC, 3052, Australia
| | - Richard Saffery
- Murdoch Children's Research Institute, Royal Children's Hospital, University of Melbourne, Parkville, VIC, 3052, Australia
- Department of Paediatrics, University of Melbourne, Parkville, VIC, 3052, Australia
| | - Toby Mansell
- Murdoch Children's Research Institute, Royal Children's Hospital, University of Melbourne, Parkville, VIC, 3052, Australia
- Department of Paediatrics, University of Melbourne, Parkville, VIC, 3052, Australia
| | - Sze Bong
- Australian National Phenome Centre, Health Futures Institute, Harry Perkins Institute, Murdoch University, Perth, WA, 6150, Australia
| | - Elaine Holmes
- Australian National Phenome Centre, Health Futures Institute, Harry Perkins Institute, Murdoch University, Perth, WA, 6150, Australia
| | - Peter D Sly
- School of Medicine, Deakin University, Geelong, VIC, 3220, Australia
- Child Health Research Centre, University of Queensland, South Brisbane, QLD, 4101, Australia
| | - Nicola Gray
- Australian National Phenome Centre, Health Futures Institute, Harry Perkins Institute, Murdoch University, Perth, WA, 6150, Australia
| | - Anne-Louise Ponsonby
- Murdoch Children's Research Institute, Royal Children's Hospital, University of Melbourne, Parkville, VIC, 3052, Australia.
- Florey Institute, University of Melbourne, Parkville, VIC, 3052, Australia.
- Melbourne School of Population and Global Health, University of Melbourne, Parkville, VIC, 3052, Australia.
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Silveira PP, Meaney MJ. Examining the biological mechanisms of human mental disorders resulting from gene-environment interdependence using novel functional genomic approaches. Neurobiol Dis 2023; 178:106008. [PMID: 36690304 DOI: 10.1016/j.nbd.2023.106008] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 12/30/2022] [Accepted: 01/18/2023] [Indexed: 01/21/2023] Open
Abstract
We explore how functional genomics approaches that integrate datasets from human and non-human model systems can improve our understanding of the effect of gene-environment interplay on the risk for mental disorders. We start by briefly defining the G-E paradigm and its challenges and then discuss the different levels of regulation of gene expression and the corresponding data existing in humans (genome wide genotyping, transcriptomics, DNA methylation, chromatin modifications, chromosome conformational changes, non-coding RNAs, proteomics and metabolomics), discussing novel approaches to the application of these data in the study of the origins of mental health. Finally, we discuss the multilevel integration of diverse types of data. Advance in the use of functional genomics in the context of a G-E perspective improves the detection of vulnerabilities, informing the development of preventive and therapeutic interventions.
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Affiliation(s)
- Patrícia Pelufo Silveira
- Department of Psychiatry, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada; Ludmer Centre for Neuroinformatics and Mental Health, Douglas Mental Health University Institute, McGill University, Montreal, QC, Canada.
| | - Michael J Meaney
- Department of Psychiatry, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada; Translational Neuroscience Program, Singapore Institute for Clinical Sciences, Agency for Science, Technology and Research (ASTAR), Singapore; Brain - Body Initiative, Agency for Science, Technology and Research (ASTAR), Singapore.
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Thomson S, Drummond K, O'Hely M, Symeonides C, Chandran C, Mansell T, Saffery R, Sly P, Mueller J, Vuillermin P, Ponsonby AL. Increased maternal non-oxidative energy metabolism mediates association between prenatal di-(2-ethylhexyl) phthalate (DEHP) exposure and offspring autism spectrum disorder symptoms in early life: A birth cohort study. ENVIRONMENT INTERNATIONAL 2023; 171:107678. [PMID: 36516674 DOI: 10.1016/j.envint.2022.107678] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 11/08/2022] [Accepted: 12/05/2022] [Indexed: 06/17/2023]
Abstract
Prenatal phthalate exposure has previously been linked to the development of autism spectrum disorder (ASD). However, the underlying biological mechanisms remain unclear. We investigated whether maternal and child central carbon metabolism is involved as part of the Barwon Infant Study (BIS), a population-based birth cohort of 1,074 Australian children. We estimated phthalate daily intakes using third-trimester urinary phthalate metabolite concentrations and other relevant indices. The metabolome of maternal serum in the third trimester, cord serum at birth and child plasma at 1 year were measured by nuclear magnetic resonance. We used the Small Molecule Pathway Database and principal component analysis to construct composite metabolite scores reflecting metabolic pathways. ASD symptoms at 2 and 4 years were measured in 596 and 674 children by subscales of the Child Behavior Checklist and the Strengths and Difficulties Questionnaire, respectively. Multivariable linear regression analyses demonstrated (i) prospective associations between higher prenatal di-(2-ethylhexyl) phthalate (DEHP) levels and upregulation of maternal non-oxidative energy metabolism pathways, and (ii) prospective associations between upregulation of these pathways and increased offspring ASD symptoms at 2 and 4 years of age. Counterfactual mediation analyses indicated that part of the mechanism by which higher prenatal DEHP exposure influences the development of ASD symptoms in early childhood is through a maternal metabolic shift in pregnancy towards non-oxidative energy pathways, which are inefficient compared to oxidative metabolism. These results highlight the importance of the prenatal period and suggest that further investigation of maternal energy metabolism as a molecular mediator of the adverse impact of prenatal environmental exposures such as phthalates is warranted.
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Affiliation(s)
- Sarah Thomson
- Florey Institute of Neuroscience and Mental Health, 30 Royal Parade, Parkville, VIC 3052, Australia
| | - Katherine Drummond
- Florey Institute of Neuroscience and Mental Health, 30 Royal Parade, Parkville, VIC 3052, Australia
| | - Martin O'Hely
- Deakin University, IMPACT - the Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Barwon Health, 299 Ryrie Street, Geelong, VIC 3220, Australia; Murdoch Children's Research Institute, Royal Children's Hospital, The University of Melbourne, 50 Flemington Rd, Parkville, VIC 3052, Australia
| | - Christos Symeonides
- Murdoch Children's Research Institute, Royal Children's Hospital, The University of Melbourne, 50 Flemington Rd, Parkville, VIC 3052, Australia
| | - Chitra Chandran
- Florey Institute of Neuroscience and Mental Health, 30 Royal Parade, Parkville, VIC 3052, Australia
| | - Toby Mansell
- Murdoch Children's Research Institute, Royal Children's Hospital, The University of Melbourne, 50 Flemington Rd, Parkville, VIC 3052, Australia
| | - Richard Saffery
- Murdoch Children's Research Institute, Royal Children's Hospital, The University of Melbourne, 50 Flemington Rd, Parkville, VIC 3052, Australia
| | - Peter Sly
- Murdoch Children's Research Institute, Royal Children's Hospital, The University of Melbourne, 50 Flemington Rd, Parkville, VIC 3052, Australia; Child Health Research Centre, The University of Queensland, 62 Graham St, South Brisbane, QLD 4101, Australia
| | - Jochen Mueller
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, Brisbane, QLD 4072, Australia
| | - Peter Vuillermin
- Deakin University, IMPACT - the Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Barwon Health, 299 Ryrie Street, Geelong, VIC 3220, Australia; Murdoch Children's Research Institute, Royal Children's Hospital, The University of Melbourne, 50 Flemington Rd, Parkville, VIC 3052, Australia
| | - Anne-Louise Ponsonby
- Florey Institute of Neuroscience and Mental Health, 30 Royal Parade, Parkville, VIC 3052, Australia; Murdoch Children's Research Institute, Royal Children's Hospital, The University of Melbourne, 50 Flemington Rd, Parkville, VIC 3052, Australia.
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Parenti M, Schmidt RJ, Ozonoff S, Shin HM, Tancredi DJ, Krakowiak P, Hertz-Picciotto I, Walker CK, Slupsky CM. Maternal Serum and Placental Metabolomes in Association with Prenatal Phthalate Exposure and Neurodevelopmental Outcomes in the MARBLES Cohort. Metabolites 2022; 12:829. [PMID: 36144233 PMCID: PMC9500898 DOI: 10.3390/metabo12090829] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Revised: 08/26/2022] [Accepted: 08/27/2022] [Indexed: 01/16/2023] Open
Abstract
Prenatal exposure to phthalates, a family of endocrine-disrupting plasticizers, is associated with disruption of maternal metabolism and impaired neurodevelopment. We investigated associations between prenatal phthalate exposure and alterations of both the maternal third trimester serum metabolome and the placental metabolome at birth, and associations of these with child neurodevelopmental outcomes using data and samples from the Markers of Autism Risk in Babies Learning Early Signs (MARBLES) cohort. The third trimester serum (n = 106) and placental (n = 132) metabolomes were investigated using 1H nuclear magnetic resonance spectroscopy. Children were assessed clinically for autism spectrum disorder (ASD) and cognitive development. Although none of the urinary phthalate metabolite concentrations were associated with maternal serum metabolites after adjustment for covariates, mixture analysis using quantile g-computation revealed alterations in placental metabolites with increasing concentrations of phthalate metabolites that included reduced concentrations of 2-hydoxybutyrate, carnitine, O-acetylcarnitine, glucitol, and N-acetylneuraminate. Child neurodevelopmental outcome was not associated with the third trimester serum metabolome, but it was correlated with the placental metabolome in male children only. Maternal phthalate exposure during pregnancy is associated with differences in the placental metabolome at delivery, and the placental metabolome is associated with neurodevelopmental outcomes in males in a cohort with high familial ASD risk.
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Affiliation(s)
- Mariana Parenti
- Department of Nutrition, University of California, Davis, CA 95616, USA
| | - Rebecca J. Schmidt
- Department of Public Health Sciences, University of California, Davis, CA 95616, USA
- Medical Investigation of Neurodevelopmental Disorders (MIND) Institute, University of California, Davis, CA 95616, USA
| | - Sally Ozonoff
- Medical Investigation of Neurodevelopmental Disorders (MIND) Institute, University of California, Davis, CA 95616, USA
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA 95616, USA
| | - Hyeong-Moo Shin
- Department of Environmental Science, Baylor University, Waco, TX 76798, USA
| | - Daniel J. Tancredi
- Department of Pediatrics, School of Medicine, University of California, Davis, CA 95616, USA
| | - Paula Krakowiak
- Department of Public Health Sciences, University of California, Davis, CA 95616, USA
| | - Irva Hertz-Picciotto
- Department of Public Health Sciences, University of California, Davis, CA 95616, USA
- Medical Investigation of Neurodevelopmental Disorders (MIND) Institute, University of California, Davis, CA 95616, USA
| | - Cheryl K. Walker
- Medical Investigation of Neurodevelopmental Disorders (MIND) Institute, University of California, Davis, CA 95616, USA
- Department of Obstetrics & Gynecology, School of Medicine, University of California, Davis, CA 95616, USA
| | - Carolyn M. Slupsky
- Department of Nutrition, University of California, Davis, CA 95616, USA
- Department of Food Science and Technology, University of California, Davis, CA 95616, USA
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