Multi-level analysis of the gut–brain axis shows autism spectrum disorder-associated molecular and microbial profiles
National Institutes of Health · Simons Foundation · +30 more institutions
Abstract
Autism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by heterogeneous cognitive, behavioral and communication impairments. Disruption of the gut-brain axis (GBA) has been implicated in ASD although with limited reproducibility across studies. In this study, we developed a Bayesian differential ranking algorithm to identify ASD-associated molecular and taxa profiles across 10 cross-sectional microbiome datasets and 15 other datasets, including dietary patterns, metabolomics, cytokine profiles and human brain gene expression profiles. We found a functional architecture along the GBA that correlates with heterogeneity of ASD phenotypes, and it is characterized by ASD-associated amino…
Citation impact
- FWCI
- 29.26
- Percentile
- 100%
- References
- 74
Authors
43Topics & keywords
- Autism spectrum disorder
- Autism
- Biology
- Microbiome
- Neurodevelopmental disorder
- Genetic architecture
- Phenotype
- Neuroscience
Funding
- WWellcomeAward: WT206194
- TPTeva Pharmaceutical Industries
- WTWellcome TrustAward: WT206194
- ECEuropean CommissionAward: 101001355
- NNNational Natural Science Foundation of ChinaAwards: 82071733, 82071733)
- ISIsrael Science FoundationAward: 818/17
- NINational Institute of Child Health and Human Development
- EKEunice Kennedy Shriver National Institute of Child Health and Human Development