Cargando…

Genetically proxied gut microbiota, gut metabolites with risk of epilepsy and the subtypes: A bi-directional Mendelian randomization study

BACKGROUND: An increasing number of observational studies have revealed an association among the gut microbiota, gut metabolites, and epilepsy. However, this association is easily influenced by confounders such as diet, and the causality of this association remains obscure. METHODS: Aiming to explor...

Descripción completa

Detalles Bibliográficos
Autores principales: Ouyang, Yuzhen, Chen, Yu, Wang, Ge, Song, Yanmin, Zhao, Haiting, Xiao, Bo, Yang, Zhuanyi, Long, Lili
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9669914/
https://www.ncbi.nlm.nih.gov/pubmed/36407759
http://dx.doi.org/10.3389/fnmol.2022.994270
_version_ 1784832232802746368
author Ouyang, Yuzhen
Chen, Yu
Wang, Ge
Song, Yanmin
Zhao, Haiting
Xiao, Bo
Yang, Zhuanyi
Long, Lili
author_facet Ouyang, Yuzhen
Chen, Yu
Wang, Ge
Song, Yanmin
Zhao, Haiting
Xiao, Bo
Yang, Zhuanyi
Long, Lili
author_sort Ouyang, Yuzhen
collection PubMed
description BACKGROUND: An increasing number of observational studies have revealed an association among the gut microbiota, gut metabolites, and epilepsy. However, this association is easily influenced by confounders such as diet, and the causality of this association remains obscure. METHODS: Aiming to explore the causal relationship and ascertain specific gut microbe taxa for epilepsy, we conducted a bi-directional Mendelian randomization (MR) study based on the genome-wide association study (GWAS) data of epilepsy from the International League Against Epilepsy, with the gut microbiota GWAS results from MiBioGen, and summary-level GWAS data of gut microbiota-dependent metabolites trimethylamine N-oxide and its predecessors. RESULTS: Nine phyla, 15 classes, 19 orders, 30 families, and 96 genera were analyzed. A suggestive association of host-genetic-driven increase in family Veillonellaceae with a higher risk of childhood absence epilepsy (odds ratio [OR]: 1.033, confidential interval [CI]: 1.015–1.051, P(IVW) = 0.0003), class Melainabacteria with a lower risk of generalized epilepsy with tonic-clonic seizures (OR = 0.986, CI = 0.979–0.994, P(IVW) = 0.0002), class Betaproteobacteria (OR = 0.958, CI = 0.937–0.979, P(IVW) = 0.0001), and order Burkholderiales (OR = 0.960, CI = 0.937–0.984, P(IVW) = 0.0010) with a lower risk of juvenile myoclonic epilepsy were identified after multiple-testing correction. Our sensitivity analysis revealed no evidence of pleiotropy, reverse causality, weak instrument bias, or heterogeneity. CONCLUSION: This is the first MR analysis to explore the potential causal relationship among the gut microbiota, metabolites, and epilepsy. Four gut microbiota features (two class levels, one order level, and one family level) were identified as potential interventional targets for patients with childhood absence epilepsy, generalized epilepsy with tonic-clonic seizures, and juvenile myoclonic epilepsy. Previous associations in numerous observational studies may had been interfered by confounders. More rigorous studies were needed to ascertain the relationship among the gut microbiota, metabolites, and epilepsy.
format Online
Article
Text
id pubmed-9669914
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-96699142022-11-18 Genetically proxied gut microbiota, gut metabolites with risk of epilepsy and the subtypes: A bi-directional Mendelian randomization study Ouyang, Yuzhen Chen, Yu Wang, Ge Song, Yanmin Zhao, Haiting Xiao, Bo Yang, Zhuanyi Long, Lili Front Mol Neurosci Neuroscience BACKGROUND: An increasing number of observational studies have revealed an association among the gut microbiota, gut metabolites, and epilepsy. However, this association is easily influenced by confounders such as diet, and the causality of this association remains obscure. METHODS: Aiming to explore the causal relationship and ascertain specific gut microbe taxa for epilepsy, we conducted a bi-directional Mendelian randomization (MR) study based on the genome-wide association study (GWAS) data of epilepsy from the International League Against Epilepsy, with the gut microbiota GWAS results from MiBioGen, and summary-level GWAS data of gut microbiota-dependent metabolites trimethylamine N-oxide and its predecessors. RESULTS: Nine phyla, 15 classes, 19 orders, 30 families, and 96 genera were analyzed. A suggestive association of host-genetic-driven increase in family Veillonellaceae with a higher risk of childhood absence epilepsy (odds ratio [OR]: 1.033, confidential interval [CI]: 1.015–1.051, P(IVW) = 0.0003), class Melainabacteria with a lower risk of generalized epilepsy with tonic-clonic seizures (OR = 0.986, CI = 0.979–0.994, P(IVW) = 0.0002), class Betaproteobacteria (OR = 0.958, CI = 0.937–0.979, P(IVW) = 0.0001), and order Burkholderiales (OR = 0.960, CI = 0.937–0.984, P(IVW) = 0.0010) with a lower risk of juvenile myoclonic epilepsy were identified after multiple-testing correction. Our sensitivity analysis revealed no evidence of pleiotropy, reverse causality, weak instrument bias, or heterogeneity. CONCLUSION: This is the first MR analysis to explore the potential causal relationship among the gut microbiota, metabolites, and epilepsy. Four gut microbiota features (two class levels, one order level, and one family level) were identified as potential interventional targets for patients with childhood absence epilepsy, generalized epilepsy with tonic-clonic seizures, and juvenile myoclonic epilepsy. Previous associations in numerous observational studies may had been interfered by confounders. More rigorous studies were needed to ascertain the relationship among the gut microbiota, metabolites, and epilepsy. Frontiers Media S.A. 2022-11-03 /pmc/articles/PMC9669914/ /pubmed/36407759 http://dx.doi.org/10.3389/fnmol.2022.994270 Text en Copyright © 2022 Ouyang, Chen, Wang, Song, Zhao, Xiao, Yang and Long. 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 Neuroscience
Ouyang, Yuzhen
Chen, Yu
Wang, Ge
Song, Yanmin
Zhao, Haiting
Xiao, Bo
Yang, Zhuanyi
Long, Lili
Genetically proxied gut microbiota, gut metabolites with risk of epilepsy and the subtypes: A bi-directional Mendelian randomization study
title Genetically proxied gut microbiota, gut metabolites with risk of epilepsy and the subtypes: A bi-directional Mendelian randomization study
title_full Genetically proxied gut microbiota, gut metabolites with risk of epilepsy and the subtypes: A bi-directional Mendelian randomization study
title_fullStr Genetically proxied gut microbiota, gut metabolites with risk of epilepsy and the subtypes: A bi-directional Mendelian randomization study
title_full_unstemmed Genetically proxied gut microbiota, gut metabolites with risk of epilepsy and the subtypes: A bi-directional Mendelian randomization study
title_short Genetically proxied gut microbiota, gut metabolites with risk of epilepsy and the subtypes: A bi-directional Mendelian randomization study
title_sort genetically proxied gut microbiota, gut metabolites with risk of epilepsy and the subtypes: a bi-directional mendelian randomization study
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9669914/
https://www.ncbi.nlm.nih.gov/pubmed/36407759
http://dx.doi.org/10.3389/fnmol.2022.994270
work_keys_str_mv AT ouyangyuzhen geneticallyproxiedgutmicrobiotagutmetaboliteswithriskofepilepsyandthesubtypesabidirectionalmendelianrandomizationstudy
AT chenyu geneticallyproxiedgutmicrobiotagutmetaboliteswithriskofepilepsyandthesubtypesabidirectionalmendelianrandomizationstudy
AT wangge geneticallyproxiedgutmicrobiotagutmetaboliteswithriskofepilepsyandthesubtypesabidirectionalmendelianrandomizationstudy
AT songyanmin geneticallyproxiedgutmicrobiotagutmetaboliteswithriskofepilepsyandthesubtypesabidirectionalmendelianrandomizationstudy
AT zhaohaiting geneticallyproxiedgutmicrobiotagutmetaboliteswithriskofepilepsyandthesubtypesabidirectionalmendelianrandomizationstudy
AT xiaobo geneticallyproxiedgutmicrobiotagutmetaboliteswithriskofepilepsyandthesubtypesabidirectionalmendelianrandomizationstudy
AT yangzhuanyi geneticallyproxiedgutmicrobiotagutmetaboliteswithriskofepilepsyandthesubtypesabidirectionalmendelianrandomizationstudy
AT longlili geneticallyproxiedgutmicrobiotagutmetaboliteswithriskofepilepsyandthesubtypesabidirectionalmendelianrandomizationstudy