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Published in: European Journal of Epidemiology 8/2019

Open Access 01-08-2019 | Autism Spectrum Disorder | PSYCHIATRIC EPIDEMIOLOGY

Birth seasonality and risk of autism spectrum disorder

Authors: Brian K. Lee, Raz Gross, Richard W. Francis, Håkan Karlsson, Diana E. Schendel, Andre Sourander, Abraham Reichenberg, Erik T. Parner, Mady Hornig, Amit Yaniv, Helen Leonard, Sven Sandin

Published in: European Journal of Epidemiology | Issue 8/2019

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Abstract

Season of birth has been hypothesized to be a risk factor for autism spectrum disorder (ASD). However, the evidence has been mixed and limited due to methodological challenges. We examine ASD birth trends for 5,464,628 births across 5 countries. ASD birth prevalence data were obtained from the International Collaboration for Autism Registry Epidemiology database, including children born in Denmark, Finland, Norway, Sweden, and Western Australia. Empirical mode decomposition and cosinor modeling were used to assess seasonality. We show seasonal variation in ASD births for the countries of Finland and Sweden. There was a modest increase in risk for children born in the fall and a modest decrease in risk for children born in the spring. Solar radiation levels around conception and the postnatal period were inversely correlated with seasonal trends in ASD risk. In the first multinational study of birth seasonality of ASD, there was evidence supporting the presence of seasonal trends in Finland and Sweden. The observations that risk was highest for fall births (i.e., conceived in the winter) and lowest for spring births (i.e., conceived in the summer), and sunlight levels during critical neurodevelopmental periods explained much of the seasonal trends, are consistent with the hypothesis that a seasonally fluctuating risk factor may influence risk of ASD.
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Literature
2.
go back to reference Lyall K, Croen L, Daniels J, Fallin MD, Ladd-Acosta C, Lee BK, Park BY, Snyder NW, Schendel D, Volk H, Windham GC. 2017. The changing epidemiology of autism spectrum disorders. Annual review of public health. 38:81–102CrossRefPubMed Lyall K, Croen L, Daniels J, Fallin MD, Ladd-Acosta C, Lee BK, Park BY, Snyder NW, Schendel D, Volk H, Windham GC. 2017. The changing epidemiology of autism spectrum disorders. Annual review of public health. 38:81–102CrossRefPubMed
4.
go back to reference Chen Z, Toth T, Godfrey-Bailey L, Mercedat N, Schiff I, Hauser R. Seasonal variation and age-related changes in human semen parameters. J Androl. 2003;24(2):226–31.CrossRefPubMed Chen Z, Toth T, Godfrey-Bailey L, Mercedat N, Schiff I, Hauser R. Seasonal variation and age-related changes in human semen parameters. J Androl. 2003;24(2):226–31.CrossRefPubMed
6.
go back to reference Harms LR, Burne TH, Eyles DW, McGrath JJ. Vitamin D and the brain. Best Pract Res Clin Endocrinol Metab. 2011;25(4):657–69.CrossRefPubMed Harms LR, Burne TH, Eyles DW, McGrath JJ. Vitamin D and the brain. Best Pract Res Clin Endocrinol Metab. 2011;25(4):657–69.CrossRefPubMed
7.
go back to reference Malm WC, Sisler JF, Huffman D, Eldred RA, Cahill TA. Spatial and seasonal trends in particle concentration and optical extinction in the United States. J Geophys Res Atmos. 1994;99(D1):1347–70.CrossRef Malm WC, Sisler JF, Huffman D, Eldred RA, Cahill TA. Spatial and seasonal trends in particle concentration and optical extinction in the United States. J Geophys Res Atmos. 1994;99(D1):1347–70.CrossRef
8.
go back to reference Konstantareas MM, Hauser P, Lennox C, Homatidis S. Season of birth in infantile autism. Child Psychiatry Hum Dev. 1986;17(1):53–65.CrossRefPubMed Konstantareas MM, Hauser P, Lennox C, Homatidis S. Season of birth in infantile autism. Child Psychiatry Hum Dev. 1986;17(1):53–65.CrossRefPubMed
9.
go back to reference Mouridsen SE, Nielsen S, Rich B, Isager T. Season of birth in infantile autism and other types of childhood psychoses. Child Psychiatry Hum Dev. 1994;25(1):31–43.CrossRefPubMed Mouridsen SE, Nielsen S, Rich B, Isager T. Season of birth in infantile autism and other types of childhood psychoses. Child Psychiatry Hum Dev. 1994;25(1):31–43.CrossRefPubMed
10.
go back to reference Lee LC, Newschaffer CJ, Lessler JT, Lee BK, Shah R, Zimmerman AW. Variation in season of birth in singleton and multiple births concordant for autism spectrum disorders. Paediatr Perinat Epidemiol. 2008;22(2):172–9.CrossRefPubMed Lee LC, Newschaffer CJ, Lessler JT, Lee BK, Shah R, Zimmerman AW. Variation in season of birth in singleton and multiple births concordant for autism spectrum disorders. Paediatr Perinat Epidemiol. 2008;22(2):172–9.CrossRefPubMed
13.
go back to reference Cui X, Gooch H, Petty A, McGrath JJ, Eyles D. Vitamin D and the brain: Genomic and non-genomic actions. Mol Cell Endocrinol. 2017;453:131–43.CrossRefPubMed Cui X, Gooch H, Petty A, McGrath JJ, Eyles D. Vitamin D and the brain: Genomic and non-genomic actions. Mol Cell Endocrinol. 2017;453:131–43.CrossRefPubMed
17.
go back to reference Lundström S, Reichenberg A, Anckarsäter H, Lichtenstein P, Gillberg C. Autism phenotype versus registered diagnosis in Swedish children: prevalence trends over 10 years in general population samples. BMJ. 2015;350:h1961.CrossRefPubMedPubMedCentral Lundström S, Reichenberg A, Anckarsäter H, Lichtenstein P, Gillberg C. Autism phenotype versus registered diagnosis in Swedish children: prevalence trends over 10 years in general population samples. BMJ. 2015;350:h1961.CrossRefPubMedPubMedCentral
18.
go back to reference Schendel DE, Bresnahan M, Carter KW, et al. The international collaboration for autism registry epidemiology (iCARE): multinational registry-based investigations of autism risk factors and trends. J Autism Dev Disord. 2013;43(11):2650–63.CrossRefPubMedPubMedCentral Schendel DE, Bresnahan M, Carter KW, et al. The international collaboration for autism registry epidemiology (iCARE): multinational registry-based investigations of autism risk factors and trends. J Autism Dev Disord. 2013;43(11):2650–63.CrossRefPubMedPubMedCentral
19.
go back to reference Sandin S, Schendel D, Magnusson P, et al. Autism risk associated with parental age and with increasing difference in age between the parents. Mol psychiatry. 2016;21(5):693–700.CrossRefPubMed Sandin S, Schendel D, Magnusson P, et al. Autism risk associated with parental age and with increasing difference in age between the parents. Mol psychiatry. 2016;21(5):693–700.CrossRefPubMed
20.
go back to reference R Development Core Team (2008). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna. ISBN 3-900051-07-0, http://www.R-project.org. R Development Core Team (2008). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna. ISBN 3-900051-07-0, http://​www.​R-project.​org.
21.
go back to reference Wood S. Generalized additive models: an introduction with R: CRC Press; 2006. Wood S. Generalized additive models: an introduction with R: CRC Press; 2006.
22.
go back to reference Wood SN. Thin plate regression splines. J R Stat Soc Ser B. 2003;65(1):95–114.CrossRef Wood SN. Thin plate regression splines. J R Stat Soc Ser B. 2003;65(1):95–114.CrossRef
23.
go back to reference Huang NE, Shen Z, Long SR, et al. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proc R Soc Lond A Math Phys Eng Sci. 1974;1998(454):903–95. Huang NE, Shen Z, Long SR, et al. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proc R Soc Lond A Math Phys Eng Sci. 1974;1998(454):903–95.
24.
go back to reference Liu Z, Yang Q, Shi O, Ye W, Chen X, Zhang T. The epidemiology of hepatitis B and hepatitis C infections in China from 2004 to 2014: an observational population-based study. J Viral Hepat. 2018;25(12):1543–54.CrossRefPubMed Liu Z, Yang Q, Shi O, Ye W, Chen X, Zhang T. The epidemiology of hepatitis B and hepatitis C infections in China from 2004 to 2014: an observational population-based study. J Viral Hepat. 2018;25(12):1543–54.CrossRefPubMed
25.
go back to reference Yang AC, Huang NE, Peng C-K, Tsai S-J. Do seasons have an influence on the incidence of depression? The use of an internet search engine query data as a proxy of human affect. PLoS ONE. 2010;5(10):e13728.CrossRefPubMedPubMedCentral Yang AC, Huang NE, Peng C-K, Tsai S-J. Do seasons have an influence on the incidence of depression? The use of an internet search engine query data as a proxy of human affect. PLoS ONE. 2010;5(10):e13728.CrossRefPubMedPubMedCentral
26.
go back to reference Cummings DA, Irizarry RA, Huang NE, et al. Travelling waves in the occurrence of dengue haemorrhagic fever in Thailand. Nature. 2004;427(6972):344.CrossRef Cummings DA, Irizarry RA, Huang NE, et al. Travelling waves in the occurrence of dengue haemorrhagic fever in Thailand. Nature. 2004;427(6972):344.CrossRef
27.
go back to reference Wu Z, Huang NE. Ensemble empirical mode decomposition: a noise-assisted data analysis method. Adv Adapt Data Anal. 2009;1(01):1–41.CrossRef Wu Z, Huang NE. Ensemble empirical mode decomposition: a noise-assisted data analysis method. Adv Adapt Data Anal. 2009;1(01):1–41.CrossRef
28.
29.
go back to reference Stolwijk A, Straatman H, Zielhuis G. Studying seasonality by using sine and cosine functions in regression analysis. J Epidemiol Community Health. 1999;53(4):235–8.CrossRefPubMedPubMedCentral Stolwijk A, Straatman H, Zielhuis G. Studying seasonality by using sine and cosine functions in regression analysis. J Epidemiol Community Health. 1999;53(4):235–8.CrossRefPubMedPubMedCentral
30.
go back to reference Stackhouse PW Jr, Gupta SK, Cox SJ, Zhang T, Mikovitz JC, Hinkelman LM. The NASA/GEWEX surface radiation budget release 3.0: 24.5-year dataset. GEWEX News. 2011;21(1):10–2. Stackhouse PW Jr, Gupta SK, Cox SJ, Zhang T, Mikovitz JC, Hinkelman LM. The NASA/GEWEX surface radiation budget release 3.0: 24.5-year dataset. GEWEX News. 2011;21(1):10–2.
33.
go back to reference Chen J, Xin K, Wei J, Zhang K, Xiao H. Lower maternal serum 25 (OH) D in first trimester associated with higher autism risk in Chinese offspring. J Psychosom Res. 2016;89:98–101.CrossRefPubMed Chen J, Xin K, Wei J, Zhang K, Xiao H. Lower maternal serum 25 (OH) D in first trimester associated with higher autism risk in Chinese offspring. J Psychosom Res. 2016;89:98–101.CrossRefPubMed
34.
go back to reference Magnusson C, Lundberg M, Lee BK, et al. Maternal vitamin D deficiency and the risk of autism spectrum disorders: population-based study. Br J Psychiatry Open. 2016;2(2):170–2.CrossRef Magnusson C, Lundberg M, Lee BK, et al. Maternal vitamin D deficiency and the risk of autism spectrum disorders: population-based study. Br J Psychiatry Open. 2016;2(2):170–2.CrossRef
35.
go back to reference Vinkhuyzen AA, Eyles DW, Burne TH, et al. Gestational vitamin D deficiency and autism spectrum disorder. Br J Psychiatry Open. 2017;3(2):85–90.CrossRef Vinkhuyzen AA, Eyles DW, Burne TH, et al. Gestational vitamin D deficiency and autism spectrum disorder. Br J Psychiatry Open. 2017;3(2):85–90.CrossRef
Metadata
Title
Birth seasonality and risk of autism spectrum disorder
Authors
Brian K. Lee
Raz Gross
Richard W. Francis
Håkan Karlsson
Diana E. Schendel
Andre Sourander
Abraham Reichenberg
Erik T. Parner
Mady Hornig
Amit Yaniv
Helen Leonard
Sven Sandin
Publication date
01-08-2019
Publisher
Springer Netherlands
Published in
European Journal of Epidemiology / Issue 8/2019
Print ISSN: 0393-2990
Electronic ISSN: 1573-7284
DOI
https://doi.org/10.1007/s10654-019-00506-5

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