Cargando…
Cross-Sectional Study on the Gut Microbiome of Parkinson’s Disease Patients in Central China
Gastrointestinal dysfunction plays an important role in the occurrence and development of Parkinson’s disease (PD). This study investigates the composition of the gut microbiome using shotgun metagenomic sequencing in PD patients in central China. Fecal samples from 39 PD patients (PD group) and the...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8506127/ https://www.ncbi.nlm.nih.gov/pubmed/34650532 http://dx.doi.org/10.3389/fmicb.2021.728479 |
_version_ | 1784581677360611328 |
---|---|
author | Mao, Liangwei Zhang, Yu Tian, Jing Sang, Ming Zhang, Guimin Zhou, Yuling Wang, Puqing |
author_facet | Mao, Liangwei Zhang, Yu Tian, Jing Sang, Ming Zhang, Guimin Zhou, Yuling Wang, Puqing |
author_sort | Mao, Liangwei |
collection | PubMed |
description | Gastrointestinal dysfunction plays an important role in the occurrence and development of Parkinson’s disease (PD). This study investigates the composition of the gut microbiome using shotgun metagenomic sequencing in PD patients in central China. Fecal samples from 39 PD patients (PD group) and the corresponding 39 healthy spouses of the patients (SP) were collected for shotgun metagenomics sequencing. Results showed a significantly altered microbial composition in the PD patients. Bilophila wadsworthia enrichment was found in the gut microbiome of PD patients, which has not been reported in previous studies. The random forest (RF) model, which identifies differences in microbiomes, reliably discriminated patients with PD from controls; the area under the receiver operating characteristic curve was 0.803. Further analysis of the microbiome and clinical symptoms showed that Klebsiella and Parasutterella were positively correlated with the duration and severity of PD, whereas hydrogen-generating Prevotella was negatively correlated with disease severity. The Cluster of Orthologous Groups of protein database, the KEGG Orthology database, and the carbohydrate-active enzymes of gene-category analysis showed that branched-chain amino acid–related proteins were significantly increased, and GH43 was significantly reduced in the PD group. Functional analysis of the metagenome confirmed differences in microbiome metabolism in the PD group related to short-chain fatty acid precursor metabolism. |
format | Online Article Text |
id | pubmed-8506127 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85061272021-10-13 Cross-Sectional Study on the Gut Microbiome of Parkinson’s Disease Patients in Central China Mao, Liangwei Zhang, Yu Tian, Jing Sang, Ming Zhang, Guimin Zhou, Yuling Wang, Puqing Front Microbiol Microbiology Gastrointestinal dysfunction plays an important role in the occurrence and development of Parkinson’s disease (PD). This study investigates the composition of the gut microbiome using shotgun metagenomic sequencing in PD patients in central China. Fecal samples from 39 PD patients (PD group) and the corresponding 39 healthy spouses of the patients (SP) were collected for shotgun metagenomics sequencing. Results showed a significantly altered microbial composition in the PD patients. Bilophila wadsworthia enrichment was found in the gut microbiome of PD patients, which has not been reported in previous studies. The random forest (RF) model, which identifies differences in microbiomes, reliably discriminated patients with PD from controls; the area under the receiver operating characteristic curve was 0.803. Further analysis of the microbiome and clinical symptoms showed that Klebsiella and Parasutterella were positively correlated with the duration and severity of PD, whereas hydrogen-generating Prevotella was negatively correlated with disease severity. The Cluster of Orthologous Groups of protein database, the KEGG Orthology database, and the carbohydrate-active enzymes of gene-category analysis showed that branched-chain amino acid–related proteins were significantly increased, and GH43 was significantly reduced in the PD group. Functional analysis of the metagenome confirmed differences in microbiome metabolism in the PD group related to short-chain fatty acid precursor metabolism. Frontiers Media S.A. 2021-09-28 /pmc/articles/PMC8506127/ /pubmed/34650532 http://dx.doi.org/10.3389/fmicb.2021.728479 Text en Copyright © 2021 Mao, Zhang, Tian, Sang, Zhang, Zhou 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 | Microbiology Mao, Liangwei Zhang, Yu Tian, Jing Sang, Ming Zhang, Guimin Zhou, Yuling Wang, Puqing Cross-Sectional Study on the Gut Microbiome of Parkinson’s Disease Patients in Central China |
title | Cross-Sectional Study on the Gut Microbiome of Parkinson’s Disease Patients in Central China |
title_full | Cross-Sectional Study on the Gut Microbiome of Parkinson’s Disease Patients in Central China |
title_fullStr | Cross-Sectional Study on the Gut Microbiome of Parkinson’s Disease Patients in Central China |
title_full_unstemmed | Cross-Sectional Study on the Gut Microbiome of Parkinson’s Disease Patients in Central China |
title_short | Cross-Sectional Study on the Gut Microbiome of Parkinson’s Disease Patients in Central China |
title_sort | cross-sectional study on the gut microbiome of parkinson’s disease patients in central china |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8506127/ https://www.ncbi.nlm.nih.gov/pubmed/34650532 http://dx.doi.org/10.3389/fmicb.2021.728479 |
work_keys_str_mv | AT maoliangwei crosssectionalstudyonthegutmicrobiomeofparkinsonsdiseasepatientsincentralchina AT zhangyu crosssectionalstudyonthegutmicrobiomeofparkinsonsdiseasepatientsincentralchina AT tianjing crosssectionalstudyonthegutmicrobiomeofparkinsonsdiseasepatientsincentralchina AT sangming crosssectionalstudyonthegutmicrobiomeofparkinsonsdiseasepatientsincentralchina AT zhangguimin crosssectionalstudyonthegutmicrobiomeofparkinsonsdiseasepatientsincentralchina AT zhouyuling crosssectionalstudyonthegutmicrobiomeofparkinsonsdiseasepatientsincentralchina AT wangpuqing crosssectionalstudyonthegutmicrobiomeofparkinsonsdiseasepatientsincentralchina |