The researchers analyzed levels of 1,208 different chemical compounds in plasma samples collected from 408 mothers at mid-gestation (17-21 weeks) and in cord blood taken from 418 children at birth through the Norwegian Autism Birth Cohort (ABC). The compounds were analyzed to see if they relate to clinical diagnosis of autism at ages 3-5. The researchers used chromatography/mass spectrometry-based metabolomics assays to measure levels of chemical compounds. They used machine learning to assess the predictive value of the compounds as biomarkers for ASD.
The researchers found 12 chemical compounds in maternal mid-gestation (MMG) samples of ASD girls, 3 compounds in MMG samples of ASD boys, 8 compounds in cord blood (CB) samples of ASD girls, and 12 compounds in CB samples of ASD boys to be linked to autism, including those that involve
, disruption of membrane integrity, and impaired neurotransmission and neurotoxicity. Machine learning analyses suggested the potential utility of the compounds as biomarkers, especially those in cord blood, for early identification of children at risk for ASD.
The study identifies several differences in levels of biomarkers between boys and girls, including an imbalance of lipid chemical clusters in the maternal blood related to autism in girls, not boys. The finding may provide insight into the higher frequency of cognitive impairment in girls than in boys with ASD.
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The study builds on research published by the same group of scientists in 2022 which found ASD risk was linked to groupings of inflammation-related molecules.
“The Autism Birth Cohort (ABC) is nested in the large population-based Norwegian Mother, Father, and Child Cohort Study (MoBa) where more than 114,000 offspring and their parents participate. Mothers and fathers were recruited in early pregnancy between 1999 and 2009. Children’s ASD diagnoses have been obtained primarily through linkage with national registries. ABC, MoBa, and registry data together are a unique resource for the current study and for future research on causes of ASD,” says Camilla Stoltenberg, MD, co-author, director general at the Norwegian Institute of Public Health, and a co-founder of the ABC study.
Autism: Facts and Figures
Approximately 1 in 44 children in the United States has an autism spectrum disorder. Interventions are most effective when implemented early. However, the mean age for diagnosis is age 4-5 years. Thus, in addition to providing insights into the pathogenesis of these disorders, our findings may lead to tests for early diagnosis that improve outcomes,” says senior author W. Ian Lipkin, MD, John Snow Professor of Epidemiology and director of CII.
Additional co-authors include Ayan Roy, Keming Zhang, Michaeline Bresnahan, and Ezra Susser at Columbia Mailman; Siri Mjaaland, Ted Reichborn-Kjennerud, and Per Magnus at the Norwegian Institute of Public Health, Oslo; Yimeng Shang, Penn State University; and Oliver Fiehn, University of California, Davis.
This study was funded by the National Institutes of Health (grants NS047537, NS086122), the Jane Botsford Johnson Foundation, the Norwegian Ministry of Health and Care Services, the Norwegian Ministry of Education and Research, and the Research Council of Norway (grants 189457, 190694, and 196452). The authors declare no competing interests.
Source: Eurekalert
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