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Gut microbiota alterations may increase the risk of prescription opioid use, but not vice versa: A two-sample bi-directional Mendelian randomization study
INTRODUCTION: Gut microbiota alterations are strongly associated with prescription opioid use (POU) and multisite chronic pain (MCP). However, whether or not these associations are causal remains unknown. Therefore, we aim to explore the causal relationships between them comprehensively. METHODS: A...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9722965/ https://www.ncbi.nlm.nih.gov/pubmed/36483210 http://dx.doi.org/10.3389/fmicb.2022.994170 |
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author | Lin, Liling Lin, Jianwei Qiu, Junxiong Wei, Feng Bai, Xiaohui Ma, Weiying Zeng, Jingxian Lin, Daowei |
author_facet | Lin, Liling Lin, Jianwei Qiu, Junxiong Wei, Feng Bai, Xiaohui Ma, Weiying Zeng, Jingxian Lin, Daowei |
author_sort | Lin, Liling |
collection | PubMed |
description | INTRODUCTION: Gut microbiota alterations are strongly associated with prescription opioid use (POU) and multisite chronic pain (MCP). However, whether or not these associations are causal remains unknown. Therefore, we aim to explore the causal relationships between them comprehensively. METHODS: A two-sample bi-directional Mendelian randomization was conducted to assess the potential associations between gut microbiota and POU/MCP using summary level Genome-wide association studies (GWASs) that were based on predominantly European ancestry. RESULTS: Potential causal effects were identified between seven host genetic-driven traits of gut microbiota on POU, including Adlercreutzia, Allisonella, Dialister, Anaerofilum, Anaerostipes, ChristensenellaceaeR.7group, and LachnospiraceaeNC2004group at the genus level (p < 0.05) by the Inverse-variance weighted method, with significant causal effects of ChristensenellaceaeR.7group and Allisonella on POU (p < 0.025). A total of five genetically greater abundance of gut microbiota traits were identified to be possibly related to the level of MCP (p < 0.05), including genus ErysipelotrichaceaeUCG003, family Clostridiaceae1, order Gastranaerophilales, order Actinomycetales, and family Actinomycetaceae. In the other direction, no clear evidence was found to support a significant causal relationship between POU and gut microbiota, as well as MCP and gut microbiota. In addition, evidence was also provided for the relationship between triacylglycerols and diacylglycerol elevation, and an increased risk of POU and MCP. No evidence was found across various sensitivity analyses, including reverse causality, pleiotropy, and heterogeneity. CONCLUSION: The findings from this study provide robust evidence that gut microbiota alterations may be a risk of POU/MCP, but not vice versa. |
format | Online Article Text |
id | pubmed-9722965 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97229652022-12-07 Gut microbiota alterations may increase the risk of prescription opioid use, but not vice versa: A two-sample bi-directional Mendelian randomization study Lin, Liling Lin, Jianwei Qiu, Junxiong Wei, Feng Bai, Xiaohui Ma, Weiying Zeng, Jingxian Lin, Daowei Front Microbiol Microbiology INTRODUCTION: Gut microbiota alterations are strongly associated with prescription opioid use (POU) and multisite chronic pain (MCP). However, whether or not these associations are causal remains unknown. Therefore, we aim to explore the causal relationships between them comprehensively. METHODS: A two-sample bi-directional Mendelian randomization was conducted to assess the potential associations between gut microbiota and POU/MCP using summary level Genome-wide association studies (GWASs) that were based on predominantly European ancestry. RESULTS: Potential causal effects were identified between seven host genetic-driven traits of gut microbiota on POU, including Adlercreutzia, Allisonella, Dialister, Anaerofilum, Anaerostipes, ChristensenellaceaeR.7group, and LachnospiraceaeNC2004group at the genus level (p < 0.05) by the Inverse-variance weighted method, with significant causal effects of ChristensenellaceaeR.7group and Allisonella on POU (p < 0.025). A total of five genetically greater abundance of gut microbiota traits were identified to be possibly related to the level of MCP (p < 0.05), including genus ErysipelotrichaceaeUCG003, family Clostridiaceae1, order Gastranaerophilales, order Actinomycetales, and family Actinomycetaceae. In the other direction, no clear evidence was found to support a significant causal relationship between POU and gut microbiota, as well as MCP and gut microbiota. In addition, evidence was also provided for the relationship between triacylglycerols and diacylglycerol elevation, and an increased risk of POU and MCP. No evidence was found across various sensitivity analyses, including reverse causality, pleiotropy, and heterogeneity. CONCLUSION: The findings from this study provide robust evidence that gut microbiota alterations may be a risk of POU/MCP, but not vice versa. Frontiers Media S.A. 2022-11-22 /pmc/articles/PMC9722965/ /pubmed/36483210 http://dx.doi.org/10.3389/fmicb.2022.994170 Text en Copyright © 2022 Lin, Lin, Qiu, Wei, Bai, Ma, Zeng and Lin. 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 | Microbiology Lin, Liling Lin, Jianwei Qiu, Junxiong Wei, Feng Bai, Xiaohui Ma, Weiying Zeng, Jingxian Lin, Daowei Gut microbiota alterations may increase the risk of prescription opioid use, but not vice versa: A two-sample bi-directional Mendelian randomization study |
title | Gut microbiota alterations may increase the risk of prescription opioid use, but not vice versa: A two-sample bi-directional Mendelian randomization study |
title_full | Gut microbiota alterations may increase the risk of prescription opioid use, but not vice versa: A two-sample bi-directional Mendelian randomization study |
title_fullStr | Gut microbiota alterations may increase the risk of prescription opioid use, but not vice versa: A two-sample bi-directional Mendelian randomization study |
title_full_unstemmed | Gut microbiota alterations may increase the risk of prescription opioid use, but not vice versa: A two-sample bi-directional Mendelian randomization study |
title_short | Gut microbiota alterations may increase the risk of prescription opioid use, but not vice versa: A two-sample bi-directional Mendelian randomization study |
title_sort | gut microbiota alterations may increase the risk of prescription opioid use, but not vice versa: a two-sample bi-directional mendelian randomization study |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9722965/ https://www.ncbi.nlm.nih.gov/pubmed/36483210 http://dx.doi.org/10.3389/fmicb.2022.994170 |
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