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Intestinal metabolites and the risk of autistic spectrum disorder: A two-sample Mendelian randomization study
BACKGROUND: Observational studies have reported a strong association between autistic spectrum disorder (ASD) and intestinal metabolites. However, it is unclear whether this correlation is causally or violated by confounding or backward causality. Therefore, this study explored the potential causal...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9877426/ https://www.ncbi.nlm.nih.gov/pubmed/36713927 http://dx.doi.org/10.3389/fpsyt.2022.1034214 |
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author | Liu, Deyang Bu, Dengyin Li, Hong Wang, Qingsong Ding, Xudong Fang, Xiaolu |
author_facet | Liu, Deyang Bu, Dengyin Li, Hong Wang, Qingsong Ding, Xudong Fang, Xiaolu |
author_sort | Liu, Deyang |
collection | PubMed |
description | BACKGROUND: Observational studies have reported a strong association between autistic spectrum disorder (ASD) and intestinal metabolites. However, it is unclear whether this correlation is causally or violated by confounding or backward causality. Therefore, this study explored the potential causal relationship between intestinal metabolites and dependent metabolites on ASD. METHODS: We used a two-sample Mendelian random analysis and selected variants closely related to intestinal flora-dependent metabolites as instrumental variables. MR-Egger, inverse variance weighted (IVW), MR-PRESSO, maximum likelihood, and weighted median were performed to reveal their causal relationships. Ten metabolites were studied, which included trimethylamine-N-oxide, betaine, carnitine, choline, glutamate, kynurenine, phenylalanine, serotonin, tryptophan, and tyrosine. Sensitivity tests were also performed to evaluate the robustness of the MR study. RESULTS: The IVW method revealed that serotonin may increase the ASD risk (OR 1.060, 95% CI: 1.006–1.118), while choline could decrease the ASD risk (OR 0.925, 95% CI: 0.868–0.988). However, no definite causality was observed between other intestinal metabolites (e.g., trimethylamine-N-oxide, betaine, and carnitine) with ASD. Additionally, neither the funnel plot nor the MR-Egger test showed horizontal pleiotropy, and the MR-PRESSO test found no outliers. Cochran’s Q test showed no significant heterogeneity among the studies, suggesting the robustness of the study. CONCLUSION: Our study found potential causality from intestinal metabolites on ASD. Clinicians are encouraged to offer preventive measures to such populations. |
format | Online Article Text |
id | pubmed-9877426 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98774262023-01-27 Intestinal metabolites and the risk of autistic spectrum disorder: A two-sample Mendelian randomization study Liu, Deyang Bu, Dengyin Li, Hong Wang, Qingsong Ding, Xudong Fang, Xiaolu Front Psychiatry Psychiatry BACKGROUND: Observational studies have reported a strong association between autistic spectrum disorder (ASD) and intestinal metabolites. However, it is unclear whether this correlation is causally or violated by confounding or backward causality. Therefore, this study explored the potential causal relationship between intestinal metabolites and dependent metabolites on ASD. METHODS: We used a two-sample Mendelian random analysis and selected variants closely related to intestinal flora-dependent metabolites as instrumental variables. MR-Egger, inverse variance weighted (IVW), MR-PRESSO, maximum likelihood, and weighted median were performed to reveal their causal relationships. Ten metabolites were studied, which included trimethylamine-N-oxide, betaine, carnitine, choline, glutamate, kynurenine, phenylalanine, serotonin, tryptophan, and tyrosine. Sensitivity tests were also performed to evaluate the robustness of the MR study. RESULTS: The IVW method revealed that serotonin may increase the ASD risk (OR 1.060, 95% CI: 1.006–1.118), while choline could decrease the ASD risk (OR 0.925, 95% CI: 0.868–0.988). However, no definite causality was observed between other intestinal metabolites (e.g., trimethylamine-N-oxide, betaine, and carnitine) with ASD. Additionally, neither the funnel plot nor the MR-Egger test showed horizontal pleiotropy, and the MR-PRESSO test found no outliers. Cochran’s Q test showed no significant heterogeneity among the studies, suggesting the robustness of the study. CONCLUSION: Our study found potential causality from intestinal metabolites on ASD. Clinicians are encouraged to offer preventive measures to such populations. Frontiers Media S.A. 2023-01-12 /pmc/articles/PMC9877426/ /pubmed/36713927 http://dx.doi.org/10.3389/fpsyt.2022.1034214 Text en Copyright © 2023 Liu, Bu, Li, Wang, Ding and Fang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychiatry Liu, Deyang Bu, Dengyin Li, Hong Wang, Qingsong Ding, Xudong Fang, Xiaolu Intestinal metabolites and the risk of autistic spectrum disorder: A two-sample Mendelian randomization study |
title | Intestinal metabolites and the risk of autistic spectrum disorder: A two-sample Mendelian randomization study |
title_full | Intestinal metabolites and the risk of autistic spectrum disorder: A two-sample Mendelian randomization study |
title_fullStr | Intestinal metabolites and the risk of autistic spectrum disorder: A two-sample Mendelian randomization study |
title_full_unstemmed | Intestinal metabolites and the risk of autistic spectrum disorder: A two-sample Mendelian randomization study |
title_short | Intestinal metabolites and the risk of autistic spectrum disorder: A two-sample Mendelian randomization study |
title_sort | intestinal metabolites and the risk of autistic spectrum disorder: a two-sample mendelian randomization study |
topic | Psychiatry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9877426/ https://www.ncbi.nlm.nih.gov/pubmed/36713927 http://dx.doi.org/10.3389/fpsyt.2022.1034214 |
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