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Published on: September 6, 2024
Maternal risk factors vary between subpopulations of children with autism spectrum disorder
Genevieve Grivas1,2,3, Richard E Frye4,5, Juergen Hahn1,2,6
1Department of Biomedical Engineering, Rensselaer Polytechnic Institute, Troy, New York, USA.
Insights
Prenatal risk factors for autism spectrum disorder (ASD) subgroups with co-occurring conditions (COCs) were identified. Distinct risk factors emerged for each subgroup, supporting ASD classification by COCs.
Area of Science:
- Developmental Pediatrics
- Autism Spectrum Disorder Research
- Prenatal Risk Factor Analysis
Background:
- Previous research classified children with autism spectrum disorder (ASD) into three subgroups based on co-occurring conditions (COCs) within the first five years of life.
- Understanding the prenatal origins of these subgroups is crucial for addressing ASD heterogeneity.
Purpose of the Study:
- To investigate distinct prenatal risk factors associated with three previously identified ASD subgroups: High-Prevalence COCs, Developmental Delay/Seizure (DD/Seizure) COCs, and Low-Prevalence COCs.
- To determine if prenatal risk factors differ across these ASD subgroups.
Main Methods:
- Utilized maternal medical claims data to identify prenatal risk factors.
- Analyzed risk factors in relation to the three distinct ASD subgroups defined by co-occurring conditions.
Main Results:
- Identified shared and unique prenatal risk factors across the three ASD subgroups.
- High-Prevalence COCs subgroup associated with infections, anti-inflammatory, and complex medications.
- DD/Seizure COCs subgroup linked to immune deregulatory conditions (e.g., asthma, joint disorders).
- Low-Prevalence COCs subgroup associated with overall pregnancy complications.
Conclusions:
- Children with ASD exhibit distinct prenatal risk factor profiles corresponding to their co-occurring condition subgroups.
- Subgrouping children with ASD based on COCs provides a potential framework for understanding ASD heterogeneity.
- Findings support the clinical relevance of identifying specific prenatal exposures for different ASD presentations.
Abstract:
Previous work identified three subgroups of children with ASD based upon co-occurring conditions (COCs) diagnosed during the first 5 years of life. This work examines prenatal risk factors, given by maternal medical claims, for each of the three subgroups: children with a High-Prevalence of COCs, children with mainly developmental delay and seizures (DD/Seizure COCs), and children with a Low-Prevalence of COCs. While some risk factors are shared by all three subgroups, the majority of the factors identified for each subgroup were unique; infections, anti-inflammatory and other complex medications were associated with the High-Prevalence COCs group; immune deregulatory conditions such as asthma and joint disorders were associated with the DD/Seizure COCs group; and overall pregnancy complications were associated with the Low-Prevalence COCs group. Thus, we have found that the previously identified subgroups of children with ASD have distinct associated prenatal risk factors. As such, this work supports subgrouping children with ASD based upon COCs, which may provide a framework for elucidating some of the heterogeneity associated with ASD.
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