Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Deyang, Bu, Dengyin, Li, Hong, Wang, Qingsong, Ding, Xudong, Fang, Xiaolu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
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
_version_ 1784878362724925440
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
work_keys_str_mv AT liudeyang intestinalmetabolitesandtheriskofautisticspectrumdisorderatwosamplemendelianrandomizationstudy
AT budengyin intestinalmetabolitesandtheriskofautisticspectrumdisorderatwosamplemendelianrandomizationstudy
AT lihong intestinalmetabolitesandtheriskofautisticspectrumdisorderatwosamplemendelianrandomizationstudy
AT wangqingsong intestinalmetabolitesandtheriskofautisticspectrumdisorderatwosamplemendelianrandomizationstudy
AT dingxudong intestinalmetabolitesandtheriskofautisticspectrumdisorderatwosamplemendelianrandomizationstudy
AT fangxiaolu intestinalmetabolitesandtheriskofautisticspectrumdisorderatwosamplemendelianrandomizationstudy