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  • Population Study Article
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Neurodevelopmental disorders in children born to mothers involved in maternal motor vehicle crashes

Abstract

Background

To evaluate the association between maternal MVCs during pregnancy and neurodevelopmental disorders (NDDs, including intellectual disability, ADHD, ASD, and infantile cerebral palsy) in children.

Methods

This population-based cohort of live births in Taiwan was analyzed, comparing children born to mothers involved in MVCs during pregnancy with those without such exposure. Children were linked to the insurance database to identify the possible diagnosis of NDDs. The Cox proportional hazards regression model was used to estimate the relative hazards.

Results

A total of 19,277 children with maternal MVCs and 76,015 children without exposure were included. Children exposed to maternal MVCs during the first two trimesters or whose mothers sustained mild to severe injuries showed a higher risk of intellectual disability. Severe maternal injuries also increased the risk of infantile cerebral palsy (aHR = 3.86; 1.27–11.78). MVCs in the third trimester, or mild maternal injuries, were associated with a higher risk of ASD (third trimester: aHR = 1.40; 1.04–1.87; mild injuries: aHR = 1.38; 1.09–1.74).

Conclusion

Children exposed to maternal MVCs with severe injuries had a higher risk of intellectual disability and cerebral palsy. Third-trimester exposure may increase the risk of ASD. However, these findings should be interpreted cautiously as genetic factors may contribute to the observed association.

Impact

  • There is some evidence linking maternal MVCs during pregnancy to the development of neurodevelopmental disorders in children.

  • Children of mothers with severely injured were more likely to suffer from infantile cerebral palsy and intellectual disability.

  • The risk of autism spectrum disorder is higher in children whose mothers are involved in MVCs during the late stage of pregnancy, and there is also an increased risk of intellectual disability during the first two trimesters.

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References

  1. Mendez-Figueroa, H., Dahlke, J. D., Vrees, R. A. & Rouse, D. J. Trauma in pregnancy: an updated systematic review. Am. J. Obstet. Gynecol. 209, 1–10 (2013).

    Article  PubMed  Google Scholar 

  2. Schiff, M. A. & Holt, V. L. Pregnancy outcomes following hospitalization for motor vehicle crashes in Washington State from 1989 to 2001. Am. J. Epidemiol. 161, 503–510 (2005).

    Article  PubMed  Google Scholar 

  3. Vivian-Taylor, J., Roberts, C. L., Chen, J. S. & Ford, J. B. Motor vehicle accidents during pregnancy: a population-based study. BJOG 119, 499–503 (2012).

    Article  CAS  PubMed  Google Scholar 

  4. Baethmann, M., Kahn, T., Lenard, H. G. & Voit, T. Fetal CNS damage after exposure to maternal trauma during pregnancy. Acta Paediatr. 85, 1331–1338 (1996).

    Article  CAS  PubMed  Google Scholar 

  5. Breysem, L. et al. Fetal trauma: brain imaging in four neonates. Eur. Radiol. 14, 1609–1614 (2004).

    Article  PubMed  Google Scholar 

  6. Christian, M. A. et al. Maternal exposures associated with autism spectrum disorder in Jamaican children. J. Autism Dev. Disord. 48, 2766–2778 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  7. Strigini, F. A. et al. Fetal intracranial hemorrhage: is minor maternal trauma a possible pathogenetic factor? Ultrasound Obstet. Gynecol. 18, 335–342 (2001).

    Article  CAS  PubMed  Google Scholar 

  8. Redelmeier, D. A., Naqib, F., Thiruchelvam, D. & R Barrett, J. F. Motor vehicle crashes during pregnancy and cerebral palsy during infancy: a longitudinal cohort analysis. BMJ Open 6, e011972 (2016).

    Article  PubMed  PubMed Central  Google Scholar 

  9. Ahmed, A., Rosella, L. C., Oskoui, M., Watson, T. & Yang, S. In utero exposure to maternal injury and the associated risk of cerebral palsy. JAMA Pediatr. 177, 53–61 (2023).

  10. Königs, M., Engenhorst, P. J. & Oosterlaan, J. Intelligence after traumatic brain injury: meta-analysis of outcomes and prognosis. Eur. J. Neurol. 23, 21–29 (2016).

    Article  PubMed  Google Scholar 

  11. Grizenko, N. et al. Maternal stress during pregnancy, ADHD symptomatology in children and genotype: Gene-environment interaction. J. Can. Acad. Child Adolesc. Psychiatry 21, 9–15 (2012).

    PubMed  Google Scholar 

  12. Maher, B. S. et al. Systematic review and meta-analysis of the relationship between exposure to parental substance use and attention-deficit/hyperactivity disorder in children. Prev. Sci. 25, 291–315 (2024).

    Article  PubMed  Google Scholar 

  13. Su, W. L., Lu, C. L., Martini, S., Hsu, Y. H. & Li, C. Y. A population-based study on the prevalence of gestational diabetes mellitus in association with temperature in Taiwan. Sci. Total Environ. 714, 136747 (2020).

    Article  CAS  PubMed  Google Scholar 

  14. Chang, Y. H., Li, C. Y., Lu, T. H., Artanti, K. D. & Hou, W. H. Risk of injury and mortality among driver victims involved in single-vehicle crashes in Taiwan: comparisons between vehicle types. Int. J. Environ. Res. Public Health 17, 4687 (2020).

    Article  PubMed  Google Scholar 

  15. Chen, H. F. et al. Incidence of idiopathic cardiomyopathy in patients with type 2 diabetes in Taiwan: age, sex, and urbanization status-stratified analysis. Cardiovasc. Diabetol. 19, 177 (2020).

    Article  CAS  PubMed  Google Scholar 

  16. Clark, D. E., Black, A. W., Skavdahl, D. H. & Hallagan, L. D. Open-access programs for injury categorization using ICD-9 or ICD-10. Inj. Epidemiol. 5, 11 (2018).

    Article  PubMed  Google Scholar 

  17. Hsu, Y. H., Chen, C. W., Lin, Y. J. & Li, C. Y. Urban-rural disparity in the incidence of diagnosed autism spectrum disorder in Taiwan: a 10-year national birth cohort follow-up study. J. Autism Dev. Disord. 53, 2127–2137 (2023).

    Article  PubMed  Google Scholar 

  18. Lin, D. Y. & Wei, L. J. The robust inference for the cox proportional hazards model. J. Am. Stat. Assoc. 84, 1074–1078 (1989).

    Article  Google Scholar 

  19. Austin, P. C. A tutorial on multilevel survival analysis: methods, models and applications. Int. Stat. Rev. 85, 185–203 (2017).

    Article  PubMed  Google Scholar 

  20. Haneuse, S., VanderWeele, T. J. & Arterburn, D. Using the e-value to assess the potential effect of unmeasured confounding in observational studies. JAMA 321, 602–603 (2019).

    Article  PubMed  Google Scholar 

  21. Hyde, L. K., Cook, L. J., Olson, L. M., Weiss, H. B. & Dean, J. M. Effect of motor vehicle crashes on adverse fetal outcomes. Obstet. Gynecol. 102, 279–286 (2003).

    PubMed  Google Scholar 

  22. Schiff, M. A., Mack, C. D., Kaufman, R. P., Holt, V. L. & Grossman, D. C. The effect of air bags on pregnancy outcomes in Washington State: 2002-2005. Obstet. Gynecol. 15, 85–92 (2010).

    Article  Google Scholar 

  23. Weiss, H., Sauber-Schatz, E. & Herring, A. Motor-vehicle crashes during pregnancy: a retrospective cohort study. Open J. Obstet. Gynecol. 1, 202–207 (2011).

    Article  Google Scholar 

  24. Vladutiu, C. J. et al. Pregnant driver-associated motor vehicle crashes in North Carolina, 2001-2008. Accid. Anal. Prev. 55, 165–171 (2013).

    Article  PubMed  PubMed Central  Google Scholar 

  25. National Police Agency, Ministry of the Interior. 2021 Police Statistics. June 29, 2022. Available on August 18, 2024, from: https://www.npa.gov.tw/ch/app/data/doc?module=wg057&detailNo=991229592792469504&type=s

  26. Department of Transportation, Bureau of Transportation Statistics. Motor Vehicle Safety Data. Calculated by U.S. March 4, 2022. Available on August 18, 2024, from: https://www.bts.gov/content/motor-vehicle-safety-data

  27. Mercogliano, C. & Poddar, K. Long-term comorbid neuropsychiatric sequelae of hypoxia at birth. Cureus 13, e12687 (2021).

    PubMed  PubMed Central  Google Scholar 

  28. Mancini, J., Lethel, V., Hugonenq, C. & Chabrol, B. Brain injuries in early foetal life: consequences for brain development. Dev. Med. Child Neurol. 43, 52–55 (2001).

    Article  CAS  PubMed  Google Scholar 

  29. Burton, G. J. & Fowden, A. L. The placenta: a multifaceted, transient organ. Philos. Trans. R. Soc. Lond. B. Biol. Sci. 370, 20140066 (2015).

    Article  PubMed  PubMed Central  Google Scholar 

  30. Soleimani, F., Zaheri, F. & Abdi, F. Long-term neurodevelopmental outcomes after preterm birth. Iran. Red. Crescent Med. J. 16, e17965 (2014).

    Article  PubMed  PubMed Central  Google Scholar 

  31. Luu, T. M., Rehman Mian, M. O. & Nuyt, A. M. Long-term impact of preterm birth. Neurodev. Phys. Health Outcomes Clin. Perinatol. 44, 305–314 (2017).

    Article  Google Scholar 

  32. Rezaeinejad, M. et al. The association between maternal infection and intellectual disability in children: A systematic review and meta-analysis. PLoS One 18, e0292226 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  33. Le Denmat, P. et al. Investigating risk-taking and executive functioning as predictors of driving performances and habits: a large-scale population study with on-road evaluation. Front. Psychol. 14, 1252164 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  34. Walshe, E. A., Ward McIntosh, C., Romer, D. & Winston, F. K. Executive function capacities, negative driving behavior and crashes in young drivers. Int. J Environ. Res. Public Health 14,1314, (2017).

  35. Friedman, N. P. et al. Individual differences in executive functions are almost entirely genetic in origin. J. Exp. Psychol. Gen. 137, 201–225 (2008).

    Article  PubMed  Google Scholar 

  36. Corbett, B. A., Constantine, L. J., Hendren, R., Rocke, D. & Ozonoff, S. Examining executive functioning in children with autism spectrum disorder, attention deficit hyperactivity disorder and typical development. Psychiatry Res. 166, 210–222 (2009).

    Article  PubMed  Google Scholar 

  37. Townes, P. et al. Do ASD and ADHD have distinct executive function deficits? A systematic review and meta-analysis of direct comparison studies. J. Atten. Disord. 27, 1571–1582 (2023).

    Article  PubMed  Google Scholar 

  38. Beversdorf, D. Q., Stevens, H. E. & Jones, K. L. Prenatal stress, maternal immune dysregulation, and their association with autism spectrum disorders. Curr. Psychiatry Rep. 20, 76 (2018).

    Article  PubMed  Google Scholar 

  39. Skogheim, T. S. et al. Metal and essential element concentrations during pregnancy and associations with autism spectrum disorder and attention-deficit/hyperactivity disorder in children. Environ. Int. 152, 106468 (2021).

    Article  CAS  PubMed  Google Scholar 

  40. Shih, P., Huang, C. C., Pan, S. C., Chiang, T. L. & Guo, Y. L. Hyperactivity disorder in children related to traffic-based air pollution during pregnancy. Environ. Res. 188, 109588 (2020).

    Article  CAS  PubMed  Google Scholar 

  41. Pagalan, L. et al. Association of prenatal exposure to air pollution with autism spectrum disorder. JAMA Pediatr. 173, 86–92 (2019).

    Article  PubMed  Google Scholar 

  42. Hritan, E. H., Vanna-iampikul, P. The impacts of air pollution on traffic accidents across the United States. February 4, 2022. Available at SSRN, from: https://doi.org/10.2139/ssrn.4039404

  43. 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. 16, 6 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  44. Suarez, E. A. et al. Association of antidepressant use during pregnancy with risk of neurodevelopmental disorders in children. JAMA Intern. Med. 182, 1149–1160 (2022).

    Article  PubMed  PubMed Central  Google Scholar 

  45. Olesen, A. V., Madsen, T. K. O., Lahrmann, H. & Nielsen, J. Use of psychotropic medication and risk of road traffic crashes: a registry-based case-control study in Denmark, 1996-2018. Psychopharmacol. (Berl.) 239, 2537–2546 (2022).

    Article  CAS  Google Scholar 

  46. Jones, K. L. Combined effect of maternal serotonin transporter genotype and prenatal stress in modulating offspring social interaction in mice. Int. J. Dev. Neurosci. 28, 529–536 (2010).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  47. Müller, J. B. et al. Relative contributions of prenatal complications, perinatal characteristics, neonatal morbidities and socio-economic conditions of preterm infants on the occurrence of developmental disorders up to 7 years of age. Int. J. Epidemiol. 48, 71–82 (2019).

    Article  PubMed  Google Scholar 

  48. de Haan, M. et al. Brain and cognitive-behavioural development after asphyxia at term birth. Dev. Sci. 9, 350–358 (2006).

    Article  PubMed  Google Scholar 

  49. Suzuki, S. Placental abruption associated with cerebral palsy. J. Nippon. Med. Sch. 89, 263–268 (2022).

    Article  PubMed  Google Scholar 

  50. Burke, J. P. et al. Does a claims diagnosis of autism mean a true case? Autism 18, 321–330 (2014).

    Article  PubMed  Google Scholar 

  51. Chang, Y. H., Lu, T. H., Hsu, I. L., Chen, B. L. & Li, C. Y. Risk of 30-day mortality and its association with alcohol concentration level among driver victims of motor vehicle crashes: comparison of population- and hospital-based designs. J. Epidemiol. Community Health 74, 815–823 (2020).

    Article  PubMed  Google Scholar 

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Acknowledgements

We are grateful to Health Data Science Center, National Cheng Kung University Hospital for proving administrative and technical support.

Funding

This study was supported by a grant from the Ministry of Science and Technology (MOST 109-2314-B-006 -044 -MY3 and MOST 111-2917-I-006-002). The funder has no role in conducting and submitting this work.

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Contributions

All authors were involved in the interpretation of the data. Y.H.C., K.S.T. and C.Y.L. were conceived the study methodology and design. Y.H.C. was responsible for data collection, data management and analyses. C.Y.L., K.S.T. and Y.H.C. drafted the initial manuscript, which was reviewed and revised by all authors. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Chung-Yi Li.

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The authors declare no competing interests.

Ethics approval and consent to participate

This study was approved by the Institutional Review Board of the National Cheng Kung University Hospital (No. B-ER-109-088).

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Chang, YH., Chien, YW., Chang, CH. et al. Neurodevelopmental disorders in children born to mothers involved in maternal motor vehicle crashes. Pediatr Res (2024). https://doi.org/10.1038/s41390-024-03608-3

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  • DOI: https://doi.org/10.1038/s41390-024-03608-3

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