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Exploring the Causal Effect of Constipation on Parkinson’s Disease Through Mediation Analysis of Microbial Data
BACKGROUND AND AIMS: Parkinson’s disease (PD) is a worldwide neurodegenerative disease with an increasing global burden, while constipation is an important risk factor for PD. The gastrointestinal tract had been proposed as the origin of PD in Braak’s gut–brain axis hypothesis, and there is increasi...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9130588/ https://www.ncbi.nlm.nih.gov/pubmed/35646722 http://dx.doi.org/10.3389/fcimb.2022.871710 |
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author | Fu, Shih-Chen Shih, Ling-Chieh Wu, Pei-Hua Hsieh, Yi-Chen Lee, Chung-Han Lin, Sheng-Hsuan Wang, Hsiuying |
author_facet | Fu, Shih-Chen Shih, Ling-Chieh Wu, Pei-Hua Hsieh, Yi-Chen Lee, Chung-Han Lin, Sheng-Hsuan Wang, Hsiuying |
author_sort | Fu, Shih-Chen |
collection | PubMed |
description | BACKGROUND AND AIMS: Parkinson’s disease (PD) is a worldwide neurodegenerative disease with an increasing global burden, while constipation is an important risk factor for PD. The gastrointestinal tract had been proposed as the origin of PD in Braak’s gut–brain axis hypothesis, and there is increasing evidence indicating that intestinal microbial alteration has a role in the pathogenesis of PD. In this study, we aim to investigate the role of intestinal microbial alteration in the mechanism of constipation-related PD. METHODS: We adapted our data from Hill‐Burns et al., in which 324 participants were enrolled in the study. The 16S rRNA gene sequence data were processed, aligned, and categorized using DADA2. Mediation analysis was used to test and quantify the extent by which the intestinal microbial alteration explains the causal effect of constipation on PD incidence. RESULTS: We found 18 bacterial genera and 7 species significantly different between groups of constipated and non-constipated subjects. Among these bacteria, nine genera and four species had a significant mediation effect between constipation and PD. All of them were short-chain fatty acid (SCFA)-producing bacteria that were substantially related to PD. Results from the mediation analysis showed that up to 76.56% of the effect of constipation on PD was mediated through intestinal microbial alteration. CONCLUSION: Our findings support that gut dysbiosis plays a critical role in the pathogenesis of constipation-related PD, mostly through the decreasing of SCFA-producing bacteria, indicating that probiotics with SCFA-producing bacteria may be promising in the prevention and treatment of constipation-related PD. LIMITATIONS: 1) Several potential confounders that should be adjusted were not provided in the original dataset. 2) Our study was conducted based on the assumption of constipation being the etiology of PD; however, constipation and PD may mutually affect each other. 3) Further studies are necessary to explain the remaining 23.44% effect leading to PD by constipation. |
format | Online Article Text |
id | pubmed-9130588 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91305882022-05-26 Exploring the Causal Effect of Constipation on Parkinson’s Disease Through Mediation Analysis of Microbial Data Fu, Shih-Chen Shih, Ling-Chieh Wu, Pei-Hua Hsieh, Yi-Chen Lee, Chung-Han Lin, Sheng-Hsuan Wang, Hsiuying Front Cell Infect Microbiol Cellular and Infection Microbiology BACKGROUND AND AIMS: Parkinson’s disease (PD) is a worldwide neurodegenerative disease with an increasing global burden, while constipation is an important risk factor for PD. The gastrointestinal tract had been proposed as the origin of PD in Braak’s gut–brain axis hypothesis, and there is increasing evidence indicating that intestinal microbial alteration has a role in the pathogenesis of PD. In this study, we aim to investigate the role of intestinal microbial alteration in the mechanism of constipation-related PD. METHODS: We adapted our data from Hill‐Burns et al., in which 324 participants were enrolled in the study. The 16S rRNA gene sequence data were processed, aligned, and categorized using DADA2. Mediation analysis was used to test and quantify the extent by which the intestinal microbial alteration explains the causal effect of constipation on PD incidence. RESULTS: We found 18 bacterial genera and 7 species significantly different between groups of constipated and non-constipated subjects. Among these bacteria, nine genera and four species had a significant mediation effect between constipation and PD. All of them were short-chain fatty acid (SCFA)-producing bacteria that were substantially related to PD. Results from the mediation analysis showed that up to 76.56% of the effect of constipation on PD was mediated through intestinal microbial alteration. CONCLUSION: Our findings support that gut dysbiosis plays a critical role in the pathogenesis of constipation-related PD, mostly through the decreasing of SCFA-producing bacteria, indicating that probiotics with SCFA-producing bacteria may be promising in the prevention and treatment of constipation-related PD. LIMITATIONS: 1) Several potential confounders that should be adjusted were not provided in the original dataset. 2) Our study was conducted based on the assumption of constipation being the etiology of PD; however, constipation and PD may mutually affect each other. 3) Further studies are necessary to explain the remaining 23.44% effect leading to PD by constipation. Frontiers Media S.A. 2022-05-11 /pmc/articles/PMC9130588/ /pubmed/35646722 http://dx.doi.org/10.3389/fcimb.2022.871710 Text en Copyright © 2022 Fu, Shih, Wu, Hsieh, Lee, Lin and Wang 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 | Cellular and Infection Microbiology Fu, Shih-Chen Shih, Ling-Chieh Wu, Pei-Hua Hsieh, Yi-Chen Lee, Chung-Han Lin, Sheng-Hsuan Wang, Hsiuying Exploring the Causal Effect of Constipation on Parkinson’s Disease Through Mediation Analysis of Microbial Data |
title | Exploring the Causal Effect of Constipation on Parkinson’s Disease Through Mediation Analysis of Microbial Data |
title_full | Exploring the Causal Effect of Constipation on Parkinson’s Disease Through Mediation Analysis of Microbial Data |
title_fullStr | Exploring the Causal Effect of Constipation on Parkinson’s Disease Through Mediation Analysis of Microbial Data |
title_full_unstemmed | Exploring the Causal Effect of Constipation on Parkinson’s Disease Through Mediation Analysis of Microbial Data |
title_short | Exploring the Causal Effect of Constipation on Parkinson’s Disease Through Mediation Analysis of Microbial Data |
title_sort | exploring the causal effect of constipation on parkinson’s disease through mediation analysis of microbial data |
topic | Cellular and Infection Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9130588/ https://www.ncbi.nlm.nih.gov/pubmed/35646722 http://dx.doi.org/10.3389/fcimb.2022.871710 |
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