ArticleComputational and structural biotechnology journal2021
Virulence factor-related gut microbiota genes and immunoglobulin A levels as novel markers for machine learning-based classification of autism spectrum disorder.
Article in Computational and structural biotechnology journal, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 2 of them syntheses that pooled it.
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Who cites it
18 citing papers in PubMed, 2 syntheses or guidelines pooled it, 34 citations in OpenAlex.
- Meta-analysis of the human gut microbiome uncovers shared and distinct microbial signatures between diseases.mSystems · 2024Pooled it
- Pooled it
- Machine learning-based genome-wide association analysis to construct a clinical decision model for severe neonatal jaundice.Translational pediatrics · 2026Article
- Article
- A Metabolic Signature Specific to the Patients with Type 2 Diabetes and its Association with the Pathogenesis of Diabetic-Foot Syndrome.Journal of cardiovascular translational research · 2025Article
- Gut-brain axis and neuropsychiatric health: recent advances.Scientific reports · 2025Article
- Contributions of Artificial Intelligence to Analysis of Gut Microbiota in Autism Spectrum Disorder: A Systematic Review.Children (Basel, Switzerland) · 2024Review
- Meta-analysis of the human gut microbiome uncovers shared and distinct microbial signatures between diseases.bioRxiv : the preprint server for biology · 2024Article
- Alterations in fecal virome and bacteriome virome interplay in children with autism spectrum disorder.Cell reports. Medicine · 2024Article
- From-Toilet-to-Freezer: A Review on Requirements for an Automatic Protocol to Collect and Store Human Fecal Samples for Research Purposes.Biomedicines · 2023Review
- Metagenomic next-generation sequencing of bronchoalveolar lavage fluid from children with severe pneumonia in pediatric intensive care unit.Frontiers in cellular and infection microbiology · 2023Article
- Implications of oral streptococcal bacteriophages in autism spectrum disorder.NPJ biofilms and microbiomes · 2022Article
- Identifying Rare Genetic Variants of Immune Mediators as Risk Factors for Autism Spectrum Disorder.Genes · 2022Article
- Re-emerging concepts of immune dysregulation in autism spectrum disorders.Frontiers in psychiatry · 2022Review
- Machine learning approach identifies meconium metabolites as potential biomarkers of neonatal hyperbilirubinemia.Computational and structural biotechnology journal · 2022Article
- Lactitol Supplementation Modulates Intestinal Microbiome in Liver Cirrhotic Patients.Frontiers in medicine · 2021Article
- The Alteration of Salivary Immunoglobulin A in Autism Spectrum Disorders.Frontiers in psychiatry · 2021Article
- Article
Corrections and comments
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Authors and funding
9 authors at 7 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Autism spectrum disorder (ASD) is a neurodevelopmental condition for which early identification and intervention is crucial for optimum prognosis. Our previous work showed gut Immunoglobulin A (IgA) to be significantly elevated in the gut lumen of children with ASD compared to typically developing (TD) children. Gut microbiota variations have been reported in ASD, yet not much is known about virulence factor-related gut microbiota (VFGM) genes. Upon determining the VFGM genes distinguishing ASD from TD, this study is the first to utilize VFGM genes and IgA levels for a machine learning-based classification of ASD. Sequence comparisons were performed of metagenome datasets from children with ASD (
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.