Preconception Risk Factors for Autism Spectrum Disorder—A Pilot Study
Abstract
:1. Introduction
2. Material and Methods
2.1. Participants
2.2. Methods
2.3. Statistical Analyses
3. Results
4. Discussion
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders (DSM-5); American Psychiatric Pub: Washington, DC, USA, 2013. [Google Scholar]
- Christensen, D.L.; Bilder, D.A.; Zahorodny, W.; Pettygrove, S.; Durkin, M.S.; Fitzgerald, R.T.; Rice, C.; Kurzius-Spencer, M.; Baio, J.; Yeargin-Allsopp, M. Prevalence and Characteristics of Autism Spectrum Disorder Among 4-Year-Old Children in the Autism and Developmental Disabilities Monitoring Network. J. Dev. Behav. Pediatr. 2016, 37, 1–8. [Google Scholar] [CrossRef] [PubMed]
- Gaugler, T.; Klei, L.; Sanders, S.J.; Bodea, C.A.; Goldberg, A.P.; Lee, A.B.; Mahajan, M.; Manaa, D.; Pawitan, Y.; Reichert, J.; et al. Most genetic risk for autism resides with common variation. Nat. Genet. 2014, 46, 881–885. [Google Scholar] [CrossRef] [Green Version]
- Deng, W.; Zou, X.; Deng, H.; Li, J.; Tang, C.; Wang, X.; Guo, X. The Relationship among Genetic Heritability, Environmental Effects, and Autism Spectrum Disorders: 37 Pairs of Ascertained Twin Study. J. Child Neurol. 2015, 30, 1794–1799. [Google Scholar] [CrossRef]
- Kim, Y.S.; Leventhal, B.L. Genetic epidemiology and insights into interactive genetic and environmental effects in autism spectrum disorders. Biol. Psychiatry 2015, 77, 66–74. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Modabbernia, A.; Velthorst, E.; Reichenberg, A. Environmental risk factors for autism: An evidence-based review of systematic reviews and meta-analyses. Mol. Autism 2017, 8, 13. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Reynolds, L.C.; Inder, T.E.; Neil, J.J.; Pineda, R.G.; Rogers, C.E. Maternal pre-pregnancy obesity and child neurodevelopmental outcomes: A meta-analysis. Obes. Rev. 2018, 4, 688–692. [Google Scholar]
- Lei, X.Y.; Li, Y.J.; Ou, J.J.; Li, Y.M. Association between parental body mass index and autism spectrum disorder: A systematic review and meta-analysis. Eur. Child Adolesc. Psychiatry 2019, 28, 933–947. [Google Scholar] [CrossRef]
- Edlow, A.G. Maternal obesity and neurodevelopmental and psychiatric disorders in offspring. Prenat. Diagn. 2017, 37, 95–110. [Google Scholar] [CrossRef] [Green Version]
- Contu, L.; Hawkes, C.A. A Review of the Impact of Maternal Obesity on the Cognitive Function and Mental Health of the Offspring. Int. J. Mol. Sci. 2017, 18, 1093. [Google Scholar] [CrossRef] [Green Version]
- Zheng, Z.; Zhang, L.; Li, S.; Zhao, F.; Wang, Y.; Huang, L.; Huang, J.; Zou, R.; Qu, Y.; Mu, D. Association among obesity, overweight and autism spectrum disorder: A systematic review and meta-analysis. Sci. Rep. 2017, 7, 11697. [Google Scholar] [CrossRef] [Green Version]
- Dempsey, J.; Dempsey, A.G.; Voigt, R.G.; Monteiro, S. Associations between Family Member BMI and Obesity Status of Children with Autism Spectrum Disorder. Dev. Behav. Pediatr. 2017, 38, 690–696. [Google Scholar] [CrossRef]
- Rubenstein, E.; Young, J.C.; Croen, L.A.; DiGuiseppi, C.; Dowling, N.F.; Lee, L.C.; Schieve, L.; Wiggins, L.D.; Daniels, J. Brief Report: Maternal Opioid Prescription from Preconception Through Pregnancy and the Odds of Autism Spectrum Disorder and Autism Features in Children. J. Autism Dev. Disord. 2019, 49, 376–382. [Google Scholar] [CrossRef]
- Pisu, M.G.; Boero, G.; Garau, A.; Casula, C.; Cisci, S.; Biggio, F.; Concas, A.; Follesa, P.; Maciocco, E.; Porcu, P.; et al. Are Preconceptional Stressful Experiences Crucial Elements for the Aetiology of Autism Spectrum Disorder? Insights from an Animal Model. Neuropharmacology 2019, 157, 107686. [Google Scholar] [CrossRef] [PubMed]
- Virk, J.; Liew, Z.; Olsen, J.; Nohr, E.A.; Catov, J.M.; Ritz, B. Preconceptional and prenatal supplementary folic acid and multivitamin intake and autism spectrum disorders. Autism 2016, 20, 710–718. [Google Scholar] [CrossRef] [PubMed]
- Levine, S.Z.; Kodesh, A.; Viktorin, A.; Smith, L.; Uher, R.; Reichenberg, A.; Sandin, S. Association of maternal use of folic acid and multivitamin supplements in the periods before and during pregnancy with the risk of autism spectrum disorder in offspring. JAMA Psychiatry 2018, 75, 176–184. [Google Scholar] [CrossRef] [Green Version]
- Schmidt, R.J.; Tancredi, D.J.; Ozonoff, S.; Hansen, R.L.; Hartiala, J.; Allayee, H.; Schmidt, L.C.; Tassone, F.; Hertz-Picciotto, I. Maternal periconceptional folic acid intake and risk of autism spectrum disorders and developmental delay in the CHARGE (Childhood Autism Risks from Genetics and Environment) case-control study. Am. J. Clin. Nutr. 2012, 96, 80–89. [Google Scholar] [CrossRef] [PubMed]
- Kanne, S.M.; Randolph, J.K.; Farmer, J.E. Diagnostic and assessment findings: Bride to academic panning for children with autism spectrum disorders. Neuropsychol. Rev. 2008, 18, 367–384. [Google Scholar] [CrossRef]
- Xie, S.; Karlsson, H.; Dalman, C.; Widman, L.; Rai, D.; Gardner, R.M.; Magnusson, C.; Schendel, D.E.; Newschaffer, C.J.; Lee, B.K. Family History of Mental and Neurological Disorders and Risk of Autism. JAMA Netw. Open 2019, 2, 190154. [Google Scholar] [CrossRef] [PubMed]
- Fairthorne, J.; Hammond, G.; Bourke, J.; de Klerk, N.; Leonard, H. Maternal Psychiatric Disorder and the Risk of Autism Spectrum Disorder or Intellectual Disability in Subsequent Offspring. J. Autism Dev. Disord. 2016, 46, 523–533. [Google Scholar] [CrossRef]
- Daniels, J.L.; Forssen, U.; Hultman, C.M.; Cnattingius, S.; Savitz, D.A.; Feychting, M.; Sparen, P. Parental Psychiatric Disorders Associated with Autism Spectrum Disorders in the Offspring. Pediatrics 2008, 121, 1357–1362. [Google Scholar] [CrossRef] [Green Version]
- Lauritsen, M.B.; Pedersen, C.B.; Mortensen, P.B. Effects of familial risk factors and place of birth on the risk of autism: A nationwide register-based study. J. Child Psychol. Psychiatry 2005, 46, 963–971. [Google Scholar] [CrossRef] [PubMed]
- Morales, D.R.; Slattery, J.; Evans, S.; Kurz, X. Antidepressant use during pregnancy and risk of autism spectrum disorder and attention deficit hyperactivity disorder: Systematic review of observational studies and methodological considerations. BMC Med. 2018, 16, 6. [Google Scholar] [CrossRef]
- Román, G.C.; Ghassabian, A.; Bongers-Schokking, J.J.; Jaddoe, V.W.; Hofman, A.; de Rijke, Y.B.; Verhulst, F.C.; Tiemeier, H. Association of gestational maternal hypothyroxinemia and increased autism risk. Ann. Neurol 2013, 74, 733–742. [Google Scholar]
- Andersen, S.L.; Laurverg, P.; Wu, C.S.; Olsen, J. Attention deficit hyperactivity disorder and autism spectrumdisorderin children born to mothers with thyroid dysfunction: A Danish nationwide cohort study. BJOG 2014, 121, 1365–1374. [Google Scholar] [CrossRef] [PubMed]
- Brown, A.S.; Surcel, H.M.; Hinkka-Yli-Salomäki, S.; Cheslack-Postava, K.; Bao, Y.; Sourander, A. Maternal thyroid autoantibody and elevated risk of autism in a national birth cohort. Prog. Neuropsychopharmacol. Biol. Psychiatry 2015, 57, 86–92. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Maher, G.M.; O’Keeffe, G.W.; Kearney, P.M.; Kenny, L.C.; Dinan, T.G.; Mattsson, M.; Khashan, A.S. Association of Hypertensive Disorders of Pregnancy with Risk of Neurodevelopmental Disorders in Offspring A Systematic Review and Meta-analysis. JAMA Psychiatry 2018, 75, 809–819. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Jenabi, E.; Bashirian, S.; Khazaei, S. The association between preeclampsia and autism spectrum disorders among children: A meta-analysis. Korean J. Pediatr. 2019, 62, 126–130. [Google Scholar] [CrossRef]
- Cordero, C.; Windham, G.C.; Schieve, L.A.; Fallin, M.D.; Croen, L.A.; Siega-Riz, A.M.; Engel, S.M.; Herring, A.H.; Stuebe, A.M.; Vladutiu, C.J.; et al. Maternal diabetes and hypertensive disorders in association with autism spectrum disorder. Autism Res. 2019, 12, 967–975. [Google Scholar] [CrossRef]
- Panjwani, A.A.; Ji, Y.; Fahey, J.W.; Palmer, A.; Wang, G.; Hong, X.; Zuckerman, B.; Wang, X. Maternal Obesity/Diabetes, Plasma Branched-Chain Amino Acids, and Autism Spectrum Disorder Risk in Urban Low-Income Children: Evidence of Sex Difference. Autism Res. 2019, 12, 1562–1573. [Google Scholar] [CrossRef]
- Panjwani, A.A.; Ji, Y.; Fahey, J.W.; Palmer, A.; Wang, G.; Hong, X.; Zuckerman, B.; Wang, X. Maternal Dyslipidemia, Plasma Branched-Chain Amino Acids, and the Risk of Child Autism Spectrum Disorder: Evidence of Sex Difference. J. Autism Dev. Disord. 2020, 50, 540–550. [Google Scholar] [CrossRef]
- Xiang, A.H.; Wang, X.; Martinez, M.P.; Walthall, J.C.; Curry, E.S.; Page, K.; Buchanan, T.A.; Coleman, K.J.; Getahun, D. Association of maternal diabetes with autism in offspring. JAMA 2015, 313, 1425–1434. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Xie, W.; Ge, X.; Li, L.; Yao, A.; Wang, X.; Li, M.; Gong, X.; Chu, Z.; Lu, Z.; Huang, X.; et al. Resveratrol ameliorates prenatal progestin exposure-induced autism-like behavior through ERβ activation. Mol. Autism 2018, 9, 43. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Crider, A.; Thakkar, R.; Ahmed, A.O.; Pillai, A. Dysregulation of estrogen receptor beta (ERβ), aromatase (CYP19A1), and ER co-activators in the middle frontal gyrus of autism spectrum disorder subjects. Mol. Autism 2014, 5, 46. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Zou, Y.; Lu, Q.; Zheng, D.; Chu, Z.; Liu, Z.; Chen, H.; Ruan, Q.; Ge, X.; Zhang, Z.; Wang, X.; et al. Prenatal levonorgestrel exposure induces autism-like behavior in offspring through ERβ suppression in the amygdala. Mol. Autism 2017, 8, 46. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Li, L.; Li, M.; Lu, J.; Ge, X.; Xie, W.; Wang, Z.; Li, X.; Li, C.; Wang, X.; Han, Y.; et al. Prenatal Progestin Exposure Is Associated with Autism Spectrum Disorders. Front. Psychiatry 2018, 9, 611. [Google Scholar] [CrossRef]
- Davidovitch, M.; Chodick, G.; Shalev, V.; Eisenberg, V.H.; Dan, U.; Reichenberg, A.; Sandin, S.; Levine, S.Z. Infertility treatments during pregnancy and the risk of autism spectrum disorder in the offspring. Prog. Neuropsychopharmacol. Biol. Psychiatry 2018, 86, 175–179. [Google Scholar] [CrossRef]
- Lyall, K.; Pauls, D.L.; Santangelo, S.L.; Spiegelman, D.; Ascherio, A. Maternal early life factors associated with hormone levels and the risk of having a child with an autism spectrum disorder in the nurses health study II. J. Autism Dev. Disord. 2011, 41, 628. [Google Scholar] [CrossRef] [Green Version]
- Liu, L.; Gao, J.; He, X.; Cai, Y.; Wang, L.; Fan, X. Association between assisted reproductive technology and the risk of autism spectrum disorders in the offspring: A meta-analysis. Sci. Rep. 2017, 7, 46207. [Google Scholar] [CrossRef] [Green Version]
- Sánchez-Soler, M.J.; López-González, V.; Ballesta-Martínez, M.J.; Gálvez-Pradillo, J.; Domingo-Martínez, R.; Pérez-Fernández, V.; Guillén-Navarro, E. Assessment of psychomotor development of Spanish children up to 3 years of age conceived by assisted reproductive techniques: Prospective matched cohort study. An. Pediatr. 2019, 92, 200–207. [Google Scholar]
- Schmitz, J.C.; Cholemkery, H.; Medda, J.; Freitag, C.M. Pre- and perinatal risk factors in autism spectrum disorder and attention deficit/hyperactivity disorder. Z. Kinder Jugendpsychiatrie Psychother. 2017, 45, 209–217. [Google Scholar] [CrossRef]
- Karimi, P.; Kamali, E.; Mousavi, S.M.; Karahmadi, M. Environmental factors influencing the risk of autism. J. Res. Med. Sci. 2017, 16, 22–27. [Google Scholar]
- Lee, L.C.; Harrington, R.A.; Louie, B.B.; Newschaffer, C.J. Children with autism: Quality of life and parental concerns. J. Autism Dev. Disord. 2008, 38, 1147–1160. [Google Scholar] [CrossRef] [PubMed]
- Croen, L.A.; Grether, J.K.; Selvin, S. Descriptive epidemiology of autism in a California population: Who is at risk? J. Autism Dev. Disord. 2002, 32, 217–224. [Google Scholar] [CrossRef] [PubMed]
- Hvidtjørn, D.; Grove, J.; Schendel, D.; Schieve, L.A.; Sværke, C.; Ernst, E.; Thorsen, P. Risk of autism spectrum disorders in children born after assisted conception: A population-based follow-up study. J. Epidemiol. Community Health 2011, 65, 497–502. [Google Scholar] [CrossRef] [Green Version]
- Durkin, M.S.; Maenner, M.J.; Baio, J.; Christensen, D.; Daniels, J.; Fitzgerald, R.; Imm, P.; Lee, L.C.; Schieve, L.A.; Van Naarden Braun, K.; et al. Autism Spectrum Disorder Among US Children (2002–2010): Socioeconomic, Racial, and Ethnic Disparities. Am. J. Public Health 2017, 107, 1818–1826. [Google Scholar] [CrossRef]
Factor | Category | Study Group n = 121 (100%) | Reference Group n = 100 (100%) | Significance Level |
---|---|---|---|---|
children’s sex | male | 105 (86.78%) | 85 (85.0%) | p = 0.70 |
female | 16 (13.22%) | 15 (15.0%) | ||
children’s age | 2–7 years | 64 (52.89%) | 64 (64.0%) | p = 0.10 |
8–12 years | 57 (47.11) | 36 (36.0%) | ||
mother’s age at the conception | n = 120 | n = 98 | ||
≤35 years | 112 (93.33%) | 91 (92.86%) | p = 0.55 | |
>35 years | 8 (6.67%) | 7 (7.14%) | ||
mother’s education | n = 119 | n = 90 | p = 0.02 | |
higher | 73 (61.34%) | 70 (77.78%) | ||
secondary * | 42 (35.29%) | 19 (21.11%) | ||
primary * | 4 (3.36%) | 1 (1.11%) | ||
father’s age at the conception | n = 119 | n = 97 | ||
≤35 years | 103 (86.55%) | 75 (77.32%) | p = 0.11 | |
>35 years | 16 (13.45%) | 22 (22.68%) | ||
father’s education | n = 118 | n = 89 | p = 0.02 | |
higher | 51 (43.22%) | 54 (60.67%) | ||
secondary * | 50 (42.37%) | 33 (37.08%) | ||
primary * | 17 (14.41%) | 2 (2.25%) |
Risk Factor | Response | Study Group n = 121 (100%) | Reference Group n = 100 (100%) | Significance Level |
---|---|---|---|---|
conception problems | Yes | 16 (13.22%) | 12 (12.0%) | p = 0.47 |
No | 105 (86.78%) | 88 (88.0%) | ||
assisted reproductive techniques | Yes | 2 (1.65%) | 5 (5.0%) | p = 0.25 |
No | 119 (98.35%) | 95 (95.0%) | ||
another pregnancy | Yes | 54 (44.63%) | 52 (52.0%) | p = 0.28 |
No | 67 (55.37%) | 48 (48.0%) | ||
time since the previous pregnancy (in months) | n = 46 | n = 47 | p = 0.53 | |
mean | 55.9 | 49.1 | ||
standard deviation | 49.9 | 42.0 | ||
median | 36 | 29 | ||
Min–max | 3–168 | 6–144 | ||
previous miscarriages | Yes | 12 (9.92%) | 11 (11.0%) | p = 0.48 |
No | 109 (90.08%) | 89 (89.0%) | ||
oral contraception | Yes | 56 (46.28%) | 29 (29.0%) | p = 0.01 |
No | 65 (53.72%) | 71 (71.0%) | ||
duration of oral contraception | n = 56 | n = 29 | p = 0.42 | |
≤1 year | 11 (19.64%) | 8 (27.59%) | ||
>1 year | 45 (80.36%) | 21 (72.41%) | ||
mental illness in the mother/mother’s family | absent | 78 (64.46%) | 84 (84.0%) | p = 0.0002 |
ASD * | 8 (6.61%) | 3 (3.0%) | ||
other * | 35 (28.93%) | 13 (13.0%) | ||
chronic conditions | thyroid disease | 20 (16.67%) | 5 (5.0%) | p = 0.009 |
cardiovasculardisease | 4 (3.33%) | 1 (1.0%) | p = 0.38 | |
ophthalmic diseases | 3 (2.50%) | 2 (2.0%) | p = 0.99 | |
arterial hypertension | 4 (3.33%) | 0 | p = 0.13 | |
epilepsy | 2 (1.67%) | 0 | p = 0.50 | |
diabetes | 2 (1.67%) | 0 | p = 0.50 | |
other | 39 (32.50%) | 29(29.00%) | p = 0.18 | |
care in the specialized outpatient clinic | endocrinology | 17 (14.17%) | 7 (7.0%) | p = 0.13 |
cardiology | 4 (3.33%) | 3 (3.0%) | p = 0.99 | |
ophthalmology | 4 (3.33%) | 2 (2.0%) | p = 0.69 | |
neurology | 9 (7.50%) | 3 (3.0%) | p = 0.23 | |
diabetology | 0 | 0 | - | |
other | 18 (15.0%) | 13 (13.0%) | p = 0.70 |
Risk Factors | Response | Study Group n = 120 (100%) | Reference Group n = 100 (100%) | Significance Level |
---|---|---|---|---|
mental illness in the father/father’s family | absent | 86 (71.67%) | 70 (70.0%) | p = 0.88 |
ASD * | 5 (4.17%) | 2 (2.0%) | ||
other * | 29 (24.17%) | 28 (28.0%) | ||
chronic conditions | thyroid disease | 1 (0.83%) | 4 (4.0%) | p = 0.18 |
cardiovascular disease | 0 | 0 | - | |
ophthalmic diseases | 10 (8.33%) | 5 (5.0%) | p = 0.42 | |
arterial hypertension | 0 | 3 (3.0%) | p = 0.10 | |
epilepsy | 1 (0.83%) | 2 (2.0%) | p = 0.59 | |
diabetes | 0 | 0 | - | |
other | 36 (30.00%) | 24 (24.0%) | p = 0.36 | |
care in the specialized outpatient clinic | endocrinology | 1 (0.83%) | 4 (4.0%) | p = 0.18 |
cardiology | 2 (1.67%) | 3 (3.0%) | p = 0.66 | |
ophthalmology | 2 (1.67%) | 2 (2.0%) | p = 0.99 | |
neurology | 3 (2.50%) | 0 | p = 0.25 | |
diabetology | 0 | 0 | - | |
other | 14 (11.67%) | 13 (13.0%) | p = 0.64 |
Factor | Relative Risk (RR) | 95% Confidence Interval (CI) | Significance Level |
---|---|---|---|
oral contraception | 1.38 | 1.09; 1,74 | p = 0.007 |
maternal chronic thyroid disease | 1.56 | 1.23; 1.98 | p = 0.0003 |
mental illness in the mother/mother’s family | 1.51 | 1.21; 1.89 | p = 0.0003 |
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Magdalena, H.; Beata, K.; Justyna, P.; Agnieszka, K.-G.; Szczepara-Fabian, M.; Buczek, A.; Ewa, E.-W. Preconception Risk Factors for Autism Spectrum Disorder—A Pilot Study. Brain Sci. 2020, 10, 293. https://doi.org/10.3390/brainsci10050293
Magdalena H, Beata K, Justyna P, Agnieszka K-G, Szczepara-Fabian M, Buczek A, Ewa E-W. Preconception Risk Factors for Autism Spectrum Disorder—A Pilot Study. Brain Sciences. 2020; 10(5):293. https://doi.org/10.3390/brainsci10050293
Chicago/Turabian StyleMagdalena, Hankus, Kazek Beata, Paprocka Justyna, Kapinos-Gorczyca Agnieszka, Magdalena Szczepara-Fabian, Agata Buczek, and Emich-Widera Ewa. 2020. "Preconception Risk Factors for Autism Spectrum Disorder—A Pilot Study" Brain Sciences 10, no. 5: 293. https://doi.org/10.3390/brainsci10050293
APA StyleMagdalena, H., Beata, K., Justyna, P., Agnieszka, K. -G., Szczepara-Fabian, M., Buczek, A., & Ewa, E. -W. (2020). Preconception Risk Factors for Autism Spectrum Disorder—A Pilot Study. Brain Sciences, 10(5), 293. https://doi.org/10.3390/brainsci10050293