Archaeal, fungal, viral, as well as bacterial, functional makers for autism spectrum disorder in children

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Archaeal, fungal, viral, as well as bacterial, functional makers for autism spectrum disorder in children
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Researchers investigated the associations between multikingdom gut microbiome components and functional markers with autism spectrum disorder through metagenomic sequencing of children's fecal samples.

By Vijay Kumar MalesuReviewed by Danielle Ellis, B.Sc.Jul 11 2024 In a recent study published in Nature Microbiology , a group of researchers investigated the associations between multikingdom gut microbiome components and functional markers with autism spectrum disorder through metagenomic sequencing of children's fecal samples.

About the study In the present study, children under 12 years old, both neurotypical and with ASD, were recruited from the Child and Adolescent Psychiatric Clinic between December 2021 and December 2023. ASD diagnosis was based on Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition criteria. Neurotypical children were matched by age and sex and screened using the Chinese Autism Spectrum Quotient Child Version.

Microbial profiles were analyzed using Kraken 2, Bracken, and HUMAnN, with data transformed for microbiome-phenotype association assessments. Machine learning models, trained using random forest classifiers, were tested in independent validation cohorts and public datasets to ensure robustness. Related StoriesAt the functional level, host phenotype factors explained 17.1% and 15.7% of the variation in microbiome pathways and microbial genes, respectively. A diagnosis of ASD ranked as the top factor accounting for variation in both microbiome pathways and microbial genes. After adjusting for confounders, 27 differential Kyoto Encyclopedia of Genes and Genomes Orthology genes and 12 differential pathways were identified.

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