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Dachew BA, Tessema GA, Ayano G, Pereira G, Alati R. Interpregnancy intervals and behavioural outcomes in children: A population-based longitudinal study. J Psychiatr Res 2024; 180:16-23. [PMID: 39368325 DOI: 10.1016/j.jpsychires.2024.09.037] [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: 04/15/2024] [Revised: 07/08/2024] [Accepted: 09/21/2024] [Indexed: 10/07/2024]
Abstract
BACKGROUND While the physical health consequence of short interpregnancy intervals (IPIs) is well documented, its mental health impact is not well explored. This study aimed to examine the associations between IPIs and behavioural outcomes in children born following the interval at four developmental time points between ages 7 and 16. METHODS Our study sample comprised participants in the Avon Longitudinal Study of Parents and Children (ALSPAC) cohort, an ongoing population-based longitudinal birth cohort in Bristol, Avon, United Kingdom. Behavioural problems, including total behavioural difficulties, hyperactivity, emotional symptoms, conduct problems, peer-problems, and problems of pro-social behaviour, were assessed using the Strengths and Difficulties Questionnaire (SDQ). Over 2300 mothers and their singleton children were included in this study. Generalized Estimating Equations (GEE) were used to estimate odds ratios for the associations. RESULTS Children born to mothers with short IPI (<6 months) were 1.54 (95%CI: 1.12-2.11), 1.42 (95% CI: 1.12-1.81) and 1.37 (95%CI: 1.04-1.79) times more likely to have total behavioural difficulties, conduct problems and hyperactivity/inattention problems across the child's age, respectively, compared with children of mothers with IPIs of 18-23 months. We found no evidence of associations between short IPI (<6 months) and emotional symptoms, peer-relationship problems and pro-social behaviour problems. CONCLUSION Short IPI (<6 months) was associated with externalising (conduct and hyperactivity/inattention) but not internalising (emotional and peer-relationship problems) problems. Further studies are needed to confirm this association and elucidate the underlying mechanisms.
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Affiliation(s)
- Berihun A Dachew
- School of Population Health, Curtin University, Perth, Australia; EnAble Institute, Curtin University, Perth, Australia.
| | - Gizachew A Tessema
- School of Population Health, Curtin University, Perth, Australia; EnAble Institute, Curtin University, Perth, Australia; School of Public Health, University of Adelaide, Adelaide, Australia
| | - Getinet Ayano
- School of Population Health, Curtin University, Perth, Australia
| | - Gavin Pereira
- School of Population Health, Curtin University, Perth, Australia; EnAble Institute, Curtin University, Perth, Australia
| | - Rosa Alati
- School of Population Health, Curtin University, Perth, Australia; Institute for Social Science Research, The University of Queensland, Brisbane, Australia
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Zhang P, Wang X, Xu Y, Zhao X, Zhang X, Zhao Z, Wang H, Xiong Z. Association between interpregnancy interval and risk of autism spectrum disorder: a systematic review and Bayesian network meta-analysis. Eur J Pediatr 2024; 183:1209-1221. [PMID: 38085281 DOI: 10.1007/s00431-023-05364-8] [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: 06/27/2023] [Revised: 11/29/2023] [Accepted: 12/01/2023] [Indexed: 03/20/2024]
Abstract
Although the risk of autism spectrum disorder (ASD) has been reported to be associated with interpregnancy intervals (IPIs), their association remains debatable due to inconsistent findings in existing studies. Therefore, the present study aimed to explore their association. PubMed, Embase, Web of Science, and the Cochrane Library were systematically retrieved up to May 25, 2022. An updated search was performed on May 25, 2023, to encompass recent studies. The quality of the included studies was assessed using the Newcastle-Ottawa Scale (NOS). Our primary outcome measures were expressed as adjusted odds ratios (ORs). Given various control measures for IPI and diverse IPI thresholds in the included studies, a Bayesian network meta-analysis was performed. Eight studies were included, involving 24,865 children with ASD and 2,890,289 children without ASD. Compared to an IPI of 24 to 35 months, various IPIs were significantly associated with a higher risk of ASD (IPIs < 6 months: OR = 1.63, 95% CI 1.53-1.74, n = 5; IPIs of 6-11 months: OR = 1.50, 95% CI 1.42-1.59, n = 4; IPIs of 12-23 months: OR = 1.19, 95% CI 1.12-1.23, n = 10; IPIs of 36-59 months: OR = 0.96, 95% CI 0.94-0.99, n = 2; IPIs of 60-119 months: OR = 1.15, 95% CI 1.10-1.20, n = 4; IPIs > 120 months: OR = 1.57, 95% CI 1.43-1.72, n = 4). After adjusting confounding variables, our analysis delineated a U-shaped restricted cubic spline curve, underscoring that both substantially short (< 24 months) and excessively long IPIs (> 72 months) are significantly correlated with an increased risk of ASD. Conclusion: Our analysis indicates that both shorter and longer IPIs might predispose children to a higher risk of ASD. Optimal childbearing health and neurodevelopmental outcomes appear to be associated with a moderate IPI, specifically between 36 and 60 months. What is Known: • An association between autism spectrum disorder (ASD) and interpregnancy intervals (IPIs) has been speculated in some reports. • This association remains debatable due to inconsistent findings in available studies. What is New: • Our study delineated a U-shaped restricted cubic spline curve, suggesting that both shorter and longer IPIs predispose children to a higher risk of ASD. • Optimal childbearing health and neurodevelopmental outcomes appear to be associated with a moderate IPI, specifically between 36 and 60 months.
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Affiliation(s)
- Ping Zhang
- Department of Child Health Care, Maternal and Child Health Hospital of Hubei Province, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430070, China
| | - Xiaoyan Wang
- Department of Child Health Care, Maternal and Child Health Hospital of Hubei Province, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430070, China
| | - Yufen Xu
- Department of Child Health Care, Maternal and Child Health Hospital of Hubei Province, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430070, China
| | - Xiaoming Zhao
- Department of Child Health Care, Maternal and Child Health Hospital of Hubei Province, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430070, China
| | - Xuan Zhang
- Department of Child Health Care, Maternal and Child Health Hospital of Hubei Province, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430070, China
| | - Zhiwei Zhao
- Department of Child Health Care, Maternal and Child Health Hospital of Hubei Province, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430070, China
| | - Hong Wang
- Department of Child Health Care, Maternal and Child Health Hospital of Hubei Province, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430070, China.
| | - Zhonggui Xiong
- Department of Child Health Care, Maternal and Child Health Hospital of Hubei Province, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430070, China.
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Yenkoyan K, Mkhitaryan M, Bjørklund G. Environmental Risk Factors in Autism Spectrum Disorder: A Narrative Review. Curr Med Chem 2024; 31:2345-2360. [PMID: 38204225 DOI: 10.2174/0109298673252471231121045529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 10/14/2023] [Accepted: 10/19/2023] [Indexed: 01/12/2024]
Abstract
Existing evidence indicates that environmental factors might contribute up to 50% of the variance in autism spectrum disorder (ASD) risk. This structured narrative review offers a comprehensive synthesis of current knowledge on environmental risk factors in ASD, including evaluation of conflicting evidence, exploration of underlying mechanisms, and suggestions for future research directions. Analysis of diverse epidemiological investigations indicates that certain environmental factors, including advanced parental age, preterm birth, delivery complications, and exposure to toxic metals, drugs, air pollutants, and endocrine-disrupting chemicals, are linked to an increased ASD risk through various mechanisms such as oxidative stress, inflammation, hypoxia, and its consequences, changes in neurotransmitters, disruption of signaling pathways and some others. On the other hand, pregnancy-related factors such as maternal diabetes, maternal obesity, and caesarian section show a weaker association with ASD risk. At the same time, other environmental factors, such as vaccination, maternal smoking, or alcohol consumption, are not linked to the risk of ASD. Regarding nutritional elements data are inconclusive. These findings highlight the significance of environmental factors in ASD etiology and emphasize that more focused research is needed to target the risk factors of ASD. Environmental interventions targeting modifiable risk factors might offer promising avenues for ASD prevention and treatment.
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Affiliation(s)
| | - Meri Mkhitaryan
- Neuroscience Laboratory, Cobrain Center, YSMU, Yerevan, 0025, Armenia
| | - Geir Bjørklund
- Department of Research, Council for Nutritional and Environmental Medicine, Mo i Rana, Norway
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Dachew BA, Pereira G, Tessema GA, Dhamrait GK, Alati R. Interpregnancy interval and the risk of oppositional defiant disorder in offspring. Dev Psychopathol 2023; 35:891-898. [PMID: 35232525 DOI: 10.1017/s095457942200013x] [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] [Indexed: 11/07/2022]
Abstract
The study aimed to investigate the association between interpregnancy interval (IPI) and parent-reported oppositional defiant disorder (ODD) in offspring at 7 and 10 years of age. We used data from the Avon Longitudinal Study of Parents and Children (ALSPAC), an ongoing population-based longitudinal study based in Bristol, United Kingdom (UK). Data included in the analysis consisted of more than 3200 mothers and their singleton children. The association between IPI and ODD was determined using a series of log-binomial regression analyses. We found that children of mothers with short IPI (<6 months) were 2.4 times as likely to have a diagnosis of ODD at 7 and 10 years compared to mothers with IPI of 18-23 months (RR = 2.45; 95%CI: 1.24-4.81 and RR = 2.40; 95% CI: 1.08-5.33), respectively. We found no evidence of associations between other IPI categories and risk of ODD in offspring in both age groups. Adjustment for a wide range of confounders, including maternal mental health, and comorbid ADHD did not alter the findings. This study suggests that the risk of ODD is higher among children born following short IPI (<6 months). Future large prospective studies are needed to elucidate the mechanisms explaining this association.
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Affiliation(s)
| | - Gavin Pereira
- School of Population Health, Curtin University, Perth, Western Australia, Australia
- Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia
- Centre for Fertility and Health (CeFH), Norwegian Institute of Public Health, Oslo, Norway
| | - Gizachew Assefa Tessema
- School of Population Health, Curtin University, Perth, Western Australia, Australia
- School of Public Health, University of Adelaide, Adelaide, South Australia, Australia
| | - Gursimran Kaur Dhamrait
- Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia
- School of Population and Global Health, University of Western Australia, Perth, Western Australia, Australia
| | - Rosa Alati
- School of Population Health, Curtin University, Perth, Western Australia, Australia
- Institute for Social Science Research, The University of Queensland, Brisbane, Queensland, Australia
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Hamad AF, Walld R, Lix LM, Urquia ML, Roos LL, Wall-Wieler E. Data Resource Profile: The Manitoba Multigenerational Cohort. Int J Epidemiol 2021; 51:e65-e72. [PMID: 34519337 DOI: 10.1093/ije/dyab195] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Accepted: 08/24/2021] [Indexed: 11/13/2022] Open
Affiliation(s)
- Amani F Hamad
- Department of Community Health Sciences, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Randy Walld
- Department of Community Health Sciences, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Lisa M Lix
- Department of Community Health Sciences, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Marcelo L Urquia
- Department of Community Health Sciences, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada.,Dalla Lana School of Public Health, Centre for Global Health, University of Toronto, Toronto, Ontario, Canada
| | - Leslie L Roos
- Department of Community Health Sciences, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Elizabeth Wall-Wieler
- Department of Community Health Sciences, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
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Cheslack-Postava K, Sourander A, Suominen A, Jokiranta-Olkoniemi E, McKeague IW, Brown AS. Increased Risk of ADHD at Short and Long Interpregnancy Intervals in a National Birth Cohort. Paediatr Perinat Epidemiol 2021; 35:392-400. [PMID: 32162359 PMCID: PMC10339818 DOI: 10.1111/ppe.12657] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Revised: 12/27/2019] [Accepted: 01/07/2020] [Indexed: 11/29/2022]
Abstract
BACKGROUND Short or long interpregnancy interval (IPI) may adversely impact conditions for foetal development. Whether attention deficit hyperactivity disorder (ADHD) is related to IPI has been largely unexplored. OBJECTIVES To examine the association between IPI and ADHD in a large, population-based Finnish study. METHODS All children born in Finland between 1991 and 2005 and diagnosed with ADHD (ICD-9 314x or ICD-10 F90.x) from 1995 to 2011 were identified using data from linked national registers. Each subject with ADHD was matched to 4 controls based on sex, date of birth, and place of birth. A total of 9564 subjects with ADHD and 34,479 matched controls were included in analyses. IPI was calculated as the time interval between sibling birth dates minus the gestational age of the second sibling. The association between IPI and ADHD was determined using conditional logistic regression and adjusted for potential confounders. RESULTS Relative to births with an IPI of 24 to 59 months, those with the shortest IPI (<6 months) had an increased risk of ADHD (odds ratio [OR] 1.30, 95% confidence interval (CI) 1.12, 1.51) and the ORs for the longer IPI births (60-119 months and ≥120 months) were 1.12 (95% CI 1.02, 1.24) and 1.25 (95% CI 1.08, 1.45), respectively. The association of longer IPI with ADHD was attenuated by adjustment for maternal age at the preceding birth, and comorbid autism spectrum disorders did not explain the associations with ADHD. CONCLUSIONS The risk of ADHD is higher among children born following short or long IPIs although further studies are needed to explain this association.
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Affiliation(s)
- Keely Cheslack-Postava
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Irving Medical Center, New York, NY
| | - Andre Sourander
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Irving Medical Center, New York, NY
- Department of Child Psychiatry, University of Turku and Turku University Hospital, Turku, Finland
| | - Auli Suominen
- Department of Child Psychiatry, University of Turku and Turku University Hospital, Turku, Finland
| | | | - Ian W. McKeague
- Department of Biostatistics, Columbia University Mailman School of Public Health, New York, NY
| | - Alan S. Brown
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Irving Medical Center, New York, NY
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY
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Lyall K, Windham GC, Snyder NW, Kuskovsky R, Xu P, Bostwick A, Robinson L, Newschaffer CJ. Association Between Midpregnancy Polyunsaturated Fatty Acid Levels and Offspring Autism Spectrum Disorder in a California Population-Based Case-Control Study. Am J Epidemiol 2021; 190:265-276. [PMID: 33524118 DOI: 10.1093/aje/kwaa171] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2020] [Revised: 08/11/2020] [Accepted: 08/12/2020] [Indexed: 12/16/2022] Open
Abstract
Polyunsaturated fatty acids (PUFAs) are critical for brain development and have been linked with neurodevelopmental outcomes. We conducted a population-based case-control study in California to examine the association between PUFAs measured in midpregnancy serum samples and autism spectrum disorder (ASD) in offspring. ASD cases (n = 499) were identified through the California Department of Developmental Services and matched to live-birth population controls (n = 502) on birth month, year (2010 or 2011), and sex. Logistic regression models were used to examine crude and adjusted associations. In secondary analyses, we examined ASD with and without co-occurring intellectual disability (ID; n = 67 and n = 432, respectively) and effect modification by sex and ethnicity. No clear patterns emerged, though there was a modest inverse association with the top quartile of linoleic acid level (highest quartile vs. lowest: adjusted odds ratio = 0.74, 95% confidence interval: 0.49, 1.11; P for trend = 0.10). Lower levels of total and ω-3 PUFAs were associated with ASD with ID (lowest decile of total PUFAs vs. deciles 4-7: adjusted odds ratio = 2.78, 95% confidence interval: 1.13, 6.82) but not ASD without ID. We did not observe evidence of effect modification by the factors examined. These findings do not suggest a strong association between midpregnancy PUFA levels and ASD. In further work, researchers should consider associations with ASD with ID and in other time windows.
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Elhakham D, Wainstock T, Sheiner E, Sergienko R, Pariente G. Inter-pregnancy interval and long-term neurological morbidity of the offspring. Arch Gynecol Obstet 2020; 303:703-708. [PMID: 32935142 DOI: 10.1007/s00404-020-05788-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 09/02/2020] [Indexed: 11/26/2022]
Abstract
PURPOSE The purpose of our study was to evaluate the effect of IPI on long-term neurological morbidity of the offspring. METHODS In this retrospective cohort study, 144,397 singleton infants born to multiparous mothers, between the years 1991 and 2014 in a tertiary medical center, were evaluated for different perinatal outcomes and were followed until 18 years of age for long-term neurological morbidity according to three IPI groups: Short IPI (< 6 months), long IPI (> 60 months) and intermediate IPI (6-60 months). We used a Kaplan-Meier survival curve to compare cumulative incidence of long-term neurological morbidity, and a Cox regression analysis to control for confounders such as gestational age, birth weight and maternal age. RESULTS Offspring born to mothers with long IPI had higher rates of neurological morbidity (3.62% among offspring born after long IPI vs. 3.18% and 3.19% among offspring born after short and intermediate IPI, respectively, p = 0.041). The cumulative incidence of long-term neurological morbidity was significantly higher in the long IPI group (Kaplan-Meier log-rank test p < 0.001). Being born after a long IPI was found to be an independent risk factor for long-term neurological morbidity of the offspring (adjusted hazard ratio 1.2; 95% confidence interval 1.1-1.4; p < 0.001). CONCLUSION Long IPI is independently associated with an increased risk of long-term neurological morbidity of the offspring.
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Affiliation(s)
- David Elhakham
- Faculty of Health Sciences, Joyce & Irving Goldman Medical School at Ben Gurion University of the Negev, Beer-Sheva, Israel
| | - Tamar Wainstock
- Department of Epidemiology and Health Services Evaluation, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Eyal Sheiner
- Department of Obstetrics and Gynecology, Faculty of Health Sciences, Soroka University Medical Center, Ben-Gurion University of the Negev, P.O Box 151, 84101, Beer-Sheva, Israel.
| | - Ruslan Sergienko
- Department of Epidemiology and Health Services Evaluation, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Gali Pariente
- Department of Obstetrics and Gynecology, Faculty of Health Sciences, Soroka University Medical Center, Ben-Gurion University of the Negev, P.O Box 151, 84101, Beer-Sheva, Israel
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Hertz-Picciotto I, Schmidt RJ, Walker CK, Bennett DH, Oliver M, Shedd-Wise KM, LaSalle JM, Giulivi C, Puschner B, Thomas J, Roa DL, Pessah IN, Van de Water J, Tancredi DJ, Ozonoff S. A Prospective Study of Environmental Exposures and Early Biomarkers in Autism Spectrum Disorder: Design, Protocols, and Preliminary Data from the MARBLES Study. ENVIRONMENTAL HEALTH PERSPECTIVES 2018; 126:117004. [PMID: 30465702 PMCID: PMC6371714 DOI: 10.1289/ehp535] [Citation(s) in RCA: 84] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/26/2016] [Revised: 09/21/2018] [Accepted: 09/22/2018] [Indexed: 05/21/2023]
Abstract
BACKGROUND Until recently, environmental factors in autism spectrum disorder (ASD) were largely ignored. Over the last decade, altered risks from lifestyle, medical, chemical, and other factors have emerged through various study designs: whole population cohorts linked to diagnostic and/or exposure-related databases, large case-control studies, and smaller cohorts of children at elevated risk for ASD. OBJECTIVES This study aimed to introduce the MARBLES (Markers of Autism Risk in Babies-Learning Early Signs) prospective study and its goals, motivate the enhanced-risk cohort design, describe protocols and main exposures of interest, and present initial descriptive results for the study population. METHODS Families having one or more previous child with ASD were contacted before or during a pregnancy, and once the woman became pregnant, were invited to enroll. Data and biological samples were collected throughout pregnancy, at birth, and until the child's third birthday. Neurodevelopment was assessed longitudinally. The study began enrolling in 2006 and is ongoing. RESULTS As of 30 June 2018, 463 pregnant mothers have enrolled. Most mothers ([Formula: see text]) were thirty years of age or over, including 7.9% who are fourty years of age or over. The sample includes 22% Hispanic and another 25% nonHispanic Black, Asian, or multiracial participants; 24% were born outside the United States. Retention is high: 84% of participants whose pregnancies did not end in miscarriage completed the study or are still currently active. Among children evaluated at 36 months of age, 24% met criteria for ASD, and another 25% were assessed as nonASD nontypical development. CONCLUSION Few environmental studies of ASD prospectively obtain early-life exposure measurements. The MARBLES study fills this gap with extensive data and specimen collection beginning in pregnancy and has achieved excellent retention in an ethnically diverse study population. The 24% familial recurrence risk is consistent with recent reported risks observed in large samples of siblings of children diagnosed with ASD. https://doi.org/10.1289/EHP535.
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Affiliation(s)
- Irva Hertz-Picciotto
- Department of Public Health Sciences, School of Medicine, University of California Davis (UC Davis), Davis, California, USA
- UC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, UC Davis, Davis, California, USA
| | - Rebecca J Schmidt
- Department of Public Health Sciences, School of Medicine, University of California Davis (UC Davis), Davis, California, USA
- UC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, UC Davis, Davis, California, USA
| | - Cheryl K Walker
- UC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, UC Davis, Davis, California, USA
- Department of Obstetrics & Gynecology, School of Medicine, UC Davis, Davis, California, USA
| | - Deborah H Bennett
- Department of Public Health Sciences, School of Medicine, University of California Davis (UC Davis), Davis, California, USA
| | - McKenzie Oliver
- Department of Public Health Sciences, School of Medicine, University of California Davis (UC Davis), Davis, California, USA
- UC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, UC Davis, Davis, California, USA
| | - Kristine M Shedd-Wise
- Department of Public Health Sciences, School of Medicine, University of California Davis (UC Davis), Davis, California, USA
| | - Janine M LaSalle
- UC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, UC Davis, Davis, California, USA
- Department of Molecular Biosciences, School of Veterinary Medicine, UC Davis, Davis, California, USA
| | - Cecilia Giulivi
- UC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, UC Davis, Davis, California, USA
- Department of Medical Microbiology, School of Medicine, UC Davis, Davis, California, USA
| | - Birgit Puschner
- UC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, UC Davis, Davis, California, USA
- Department of Medical Microbiology, School of Medicine, UC Davis, Davis, California, USA
| | - Jennifer Thomas
- Department of Public Health Sciences, School of Medicine, University of California Davis (UC Davis), Davis, California, USA
- UC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, UC Davis, Davis, California, USA
| | - Dorcas L Roa
- UC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, UC Davis, Davis, California, USA
| | - Isaac N Pessah
- UC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, UC Davis, Davis, California, USA
- Department of Medical Microbiology, School of Medicine, UC Davis, Davis, California, USA
| | - Judy Van de Water
- UC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, UC Davis, Davis, California, USA
- Department of Rheumatology and Allergy, School of Medicine, UC Davis, Davis, California, USA
| | - Daniel J Tancredi
- Department of Pediatrics, School of Medicine, UC Davis, Davis, California, USA
| | - Sally Ozonoff
- UC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, UC Davis, Davis, California, USA
- Department of Psychiatry, School of Medicine, UC Davis, Davis, California, USA
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Hertz-Picciotto I, Schmidt RJ, Krakowiak P. Understanding environmental contributions to autism: Causal concepts and the state of science. Autism Res 2018; 11:554-586. [PMID: 29573218 DOI: 10.1002/aur.1938] [Citation(s) in RCA: 106] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Revised: 10/12/2017] [Accepted: 10/19/2017] [Indexed: 11/06/2022]
Abstract
The complexity of neurodevelopment, the rapidity of early neurogenesis, and over 100 years of research identifying environmental influences on neurodevelopment serve as backdrop to understanding factors that influence risk and severity of autism spectrum disorder (ASD). This Keynote Lecture, delivered at the May 2016 annual meeting of the International Society for Autism Research, describes concepts of causation, outlines the trajectory of research on nongenetic factors beginning in the 1960s, and briefly reviews the current state of this science. Causal concepts are introduced, including root causes; pitfalls in interpreting time trends as clues to etiologic factors; susceptible time windows for exposure; and implications of a multi-factorial model of ASD. An historical background presents early research into the origins of ASD. The epidemiologic literature from the last fifteen years is briefly but critically reviewed for potential roles of, for example, air pollution, pesticides, plastics, prenatal vitamins, lifestyle and family factors, and maternal obstetric and metabolic conditions during her pregnancy. Three examples from the case-control CHildhood Autism Risks from Genes and the Environment Study are probed to illustrate methodological approaches to central challenges in observational studies: capturing environmental exposure; causal inference when a randomized controlled clinical trial is either unethical or infeasible; and the integration of genetic, epigenetic, and environmental influences on development. We conclude with reflections on future directions, including exposomics, new technologies, the microbiome, gene-by-environment interaction in the era of -omics, and epigenetics as the interface of those two. As the environment is malleable, this research advances the goal of a productive and fulfilling life for all children, teen-agers and adults. Autism Res 2018, 11: 554-586. © 2018 International Society for Autism Research, Wiley Periodicals, Inc. LAY SUMMARY This Keynote Lecture, delivered at the 2016 meeting of the International Society for Autism Research, discusses evidence from human epidemiologic studies of prenatal factors contributing to autism, such as pesticides, maternal nutrition and her health. There is no single cause for autism. Examples highlight the features of a high-quality epidemiology study, and what comprises a compelling case for causation. Emergent research directions hold promise for identifying potential interventions to reduce disabilities, enhance giftedness, and improve lives of those with ASD.
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Affiliation(s)
- Irva Hertz-Picciotto
- Department of Public Health Sciences, MIND Institute (Medical Investigations of Neurodevelopmental Disorders), University of California, Davis, Davis, California
| | - Rebecca J Schmidt
- Department of Public Health Sciences, MIND Institute (Medical Investigations of Neurodevelopmental Disorders), University of California, Davis, Davis, California
| | - Paula Krakowiak
- Department of Public Health Sciences, MIND Institute (Medical Investigations of Neurodevelopmental Disorders), University of California, Davis, Davis, California
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Schieve LA, Tian LH, Drews-Botsch C, Windham GC, Newschaffer C, Daniels JL, Lee LC, Croen LA, Danielle Fallin M. Autism spectrum disorder and birth spacing: Findings from the study to explore early development (SEED). Autism Res 2018; 11:81-94. [PMID: 29164825 PMCID: PMC5773391 DOI: 10.1002/aur.1887] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2017] [Revised: 09/08/2017] [Accepted: 09/29/2017] [Indexed: 12/21/2022]
Abstract
Previous studies of autism spectrum disorder (ASD) and birth spacing had limitations; few examined phenotypic case subtypes or explored underlying mechanisms for associations and none assessed whether other (non-ASD) developmental disabilities (DDs) were associated with birth spacing. We assessed associations between inter-pregnancy interval (IPI) and both ASD and other DDs using data from the Study to Explore Early Development, a multi-site case-control study with rigorous case-finding and case-classification methods and detailed data collection on maternal reproductive history. Our sample included 356 ASD cases, 627 DD cases, and 524 population (POP) controls born in second or later births. ASD and DD cases were further sub-divided according to whether the child had intellectual disability (ID). ASD cases were also sub-divided by ASD symptom severity, and DD cases were subdivided by presence of some ASD symptoms (indicated on an autism screener). Odds ratios, adjusted for maternal-child sociodemographic factors, (aORs) and 95% confidence intervals were derived from logistic regression models. Among term births, ASD was associated with both IPI <18 months (aOR 1.5 [1.1-2.2]) and ≥60 months (1.5 [0.99-2.4]). Both short and long IPI associations were stronger among ASD cases with high severity scores (aORs 2.0 [1.3-3.3] and 1.8 [0.99-3.2], respectively). Associations were unchanged after adding several factors potentially related to the causal pathway to regression models. DD was not associated with either short or long IPI-overall, among term births, or in any subgroup examined. These findings extend those from previous studies and further inform recommendations on optimal pregnancy spacing. Autism Res 2018, 11: 81-94. © 2017 International Society for Autism Research, Wiley Periodicals, Inc. LAY SUMMARY We investigated whether the amount of time between pregnancies was associated autism spectrum disorder (ASD) or other developmental disabilities (DD) in children. ASD was increased in second and later-born children who were conceived less than 18 months or 60 or more months after the mother's previous birth. Other DDs were not associated with birth spacing.
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Affiliation(s)
- Laura A Schieve
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Lin H Tian
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | | | | | - Craig Newschaffer
- Dornsife School of Public Health, Drexel University, Philadelphia, PA
| | - Julie L Daniels
- Gillings School of Global Public Health, The University of North Carolina, Chapel Hill, NC
| | - Li-Ching Lee
- Kaiser Permanente Division of Research, Oakland, CA
| | - Lisa A Croen
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - M Danielle Fallin
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
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Coo H, Brownell MD, Ruth C, Flavin M, Au W, Day AG. Interpregnancy Interval and Adverse Perinatal Outcomes: A Record-Linkage Study Using the Manitoba Population Research Data Repository. JOURNAL OF OBSTETRICS AND GYNAECOLOGY CANADA 2017; 39:420-433. [PMID: 28363608 DOI: 10.1016/j.jogc.2017.01.010] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2016] [Revised: 12/20/2016] [Accepted: 01/18/2017] [Indexed: 11/18/2022]
Abstract
OBJECTIVE To examine the association between the interpregnancy interval (IPI) and preterm birth, low birth weight, and SGA birth in a developed country with universal health coverage. METHODS We conducted a secondary analysis of data housed at the Manitoba Centre for Health Policy. All live births in Manitoba hospitals over a 29-year period were identified and consecutive births to the same mother were grouped into sibling pairs to calculate the IPI for the younger siblings. Logistic regression models were fit to examine the association between the IPI and adverse perinatal outcomes, adjusted for potentially confounding sociodemographic and clinical factors. RESULTS In a cohort of more than 171 000 births and relative to IPIs of 18 to 23 months, IPIs shorter than 12 and longer than 23 months were associated with significantly increased odds of preterm birth overall and both medically indicated and spontaneous preterm births, low birth weight, and SGA birth. The strongest association observed was for intervals shorter than 6 months and spontaneous preterm birth (adjusted OR 1.83, 95% CI 1.65-2.03). When the outcome was modelled as GA categories, the strongest association observed was for intervals shorter than 6 months and early preterm birth (<34 weeks' GA; adjusted OR 2.47, 95% CI 2.07-2.94). CONCLUSION If the associations observed between the IPI and adverse perinatal outcomes in this large, population-based cohort are causal, birth spacing could form an important target of public health messaging in Canada.
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Affiliation(s)
- Helen Coo
- Department of Pediatrics, Queen's University, Kingston, ON.
| | - Marni D Brownell
- Department of Community Health Sciences, University of Manitoba, Winnipeg, MB; Manitoba Centre for Health Policy, Winnipeg, MB
| | - Chelsea Ruth
- Manitoba Centre for Health Policy, Winnipeg, MB; Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, MB
| | - Michael Flavin
- Department of Pediatrics, Queen's University, Kingston, ON
| | - Wendy Au
- Manitoba Centre for Health Policy, Winnipeg, MB
| | - Andrew G Day
- Kingston General Hospital Research Institute, Kingston, ON
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Lyall K, Croen L, Daniels J, Fallin MD, Ladd-Acosta C, Lee BK, Park BY, Snyder NW, Schendel D, Volk H, Windham GC, Newschaffer C. The Changing Epidemiology of Autism Spectrum Disorders. Annu Rev Public Health 2017; 38:81-102. [PMID: 28068486 PMCID: PMC6566093 DOI: 10.1146/annurev-publhealth-031816-044318] [Citation(s) in RCA: 594] [Impact Index Per Article: 74.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Autism spectrum disorder (ASD) is a complex neurodevelopmental condition with lifelong impacts. Genetic and environmental factors contribute to ASD etiology, which remains incompletely understood. Research on ASD epidemiology has made significant advances in the past decade. Current prevalence is estimated to be at least 1.5% in developed countries, with recent increases primarily among those without comorbid intellectual disability. Genetic studies have identified a number of rare de novo mutations and gained footing in the areas of polygenic risk, epigenetics, and gene-by-environment interaction. Epidemiologic investigations focused on nongenetic factors have established advanced parental age and preterm birth as ASD risk factors, indicated that prenatal exposure to air pollution and short interpregnancy interval are potential risk factors, and suggested the need for further exploration of certain prenatal nutrients, metabolic conditions, and exposure to endocrine-disrupting chemicals. We discuss future challenges and goals for ASD epidemiology as well as public health implications.
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Affiliation(s)
- Kristen Lyall
- A.J. Drexel Autism Institute, Philadelphia, Pennsylvania 19104;
| | - Lisa Croen
- Kaiser Permanente Division of Research, Oakland, California 94612
| | - Julie Daniels
- Department of Epidemiology, University of North Carolina Gillings School of Public Health, Chapel Hill, North Carolina 27599
| | - M Daniele Fallin
- Wendy Klag Center for Autism and Developmental Disabilities, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland 21205
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland 21205
| | - Christine Ladd-Acosta
- Wendy Klag Center for Autism and Developmental Disabilities, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland 21205
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland 21205
| | - Brian K Lee
- Department of Epidemiology and Biostatistics, Drexel University School of Public Health, Philadelphia, Pennsylvania 19104
- Department of Medical Epidemiology and Biostatistics and Department of Public Health Sciences, Karolinska Institute, SE 171-77 Stockholm, Sweden
| | - Bo Y Park
- Wendy Klag Center for Autism and Developmental Disabilities, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland 21205
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland 21205
| | | | - Diana Schendel
- Department of Economics and Business, National Centre for Register-Based Research, Aarhus University, DK-8210 Aarhus, Denmark
- Department of Public Health, Section for Epidemiology, Aarhus University, DK-8000 Aarhus, Denmark
- Lundbeck Foundation Initiative for Integrative Psychiatric Research, Aarhus, Denmark
| | - Heather Volk
- Wendy Klag Center for Autism and Developmental Disabilities, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland 21205
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland 21205
| | - Gayle C Windham
- California Department of Public Health, Division of Environmental and Occupational Disease Control, Richmond, California 94805
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Conde-Agudelo A, Rosas-Bermudez A, Norton MH. Birth Spacing and Risk of Autism and Other Neurodevelopmental Disabilities: A Systematic Review. Pediatrics 2016; 137:peds.2015-3482. [PMID: 27244802 DOI: 10.1542/peds.2015-3482] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/22/2016] [Indexed: 11/24/2022] Open
Abstract
CONTEXT Both short and long interpregnancy intervals (IPIs) have recently been associated with increased risk of autism spectrum disorder (ASD). However, this association has not been systematically evaluated. OBJECTIVE To examine the relationship between birth spacing and the risk of ASD and other neurodevelopmental disabilities. DATA SOURCES Electronic databases from their inception to December 2015, bibliographies, and conference proceedings. STUDY SELECTION Observational studies with results adjusted for potential confounding factors that reported on the association between IPIs or birth intervals and neurodevelopmental disabilities. DATA EXTRACTION Two reviewers independently extracted data on study characteristics, IPIs/birth intervals, and outcome measures. RESULTS Seven studies (1 140 210 children) reported an association between short IPIs and increased risk of ASD, mainly the former subtype autistic disorder. Compared with children born to women with IPIs of ≥36 months, children born to women with IPIs of <12 months had a significantly increased risk of any ASD (pooled adjusted odds ratio [OR] 1.90, 95% confidence interval [CI] 1.16-3.09). This association was stronger for autistic disorder (pooled adjusted OR 2.62, 95% CI 1.53-4.50). Three of these studies also reported a significant association between long IPIs and increased risk of ASD. Short intervals were associated with a significantly increased risk of developmental delay (3 studies; 174 940 children) and cerebral palsy (2 studies; 19 419 children). LIMITATIONS Substantial heterogeneity, and few studies assessing neurodevelopmental disabilities other than ASD. CONCLUSIONS Short IPIs are associated with a significantly increased risk of ASD. Long IPIs also appear to increase the risk of ASD.
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Affiliation(s)
- Agustín Conde-Agudelo
- World Health Organization Collaborating Centre in Human Reproduction, Universidad del Valle, Cali, Colombia; and
| | - Anyeli Rosas-Bermudez
- World Health Organization Collaborating Centre in Human Reproduction, Universidad del Valle, Cali, Colombia; and
| | - Maureen H Norton
- Office of Population and Reproductive Health, Bureau for Global Health, US Agency for International Development, Washington, District of Columbia
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