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...

Full description

Bibliographic Details
Main Authors: Liangwei Mao, Yu Zhang, Jing Tian, Ming Sang, Guimin Zhang, Yuling Zhou, Puqing Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-09-01
Series:Frontiers in Microbiology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmicb.2021.728479/full
id doaj-a14ed6d8125c4b0493f83fda19877b4a
record_format Article
spelling doaj-a14ed6d8125c4b0493f83fda19877b4a2021-09-28T06:48:44ZengFrontiers Media S.A.Frontiers in Microbiology1664-302X2021-09-011210.3389/fmicb.2021.728479728479Cross-Sectional Study on the Gut Microbiome of Parkinson’s Disease Patients in Central ChinaLiangwei Mao0Yu Zhang1Jing Tian2Ming Sang3Guimin Zhang4Yuling Zhou5Puqing Wang6State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Biological Resources, School of Life Sciences, Hubei University, Wuhan, ChinaHubei Clinical Research Center of Parkinson’s Disease, Xiangyang No. 1 People’s Hospital, Hubei University of Medicine, Xiangyang, ChinaHubei Clinical Research Center of Parkinson’s Disease, Xiangyang No. 1 People’s Hospital, Hubei University of Medicine, Xiangyang, ChinaHubei Clinical Research Center of Parkinson’s Disease, Xiangyang No. 1 People’s Hospital, Hubei University of Medicine, Xiangyang, ChinaState Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Biological Resources, School of Life Sciences, Hubei University, Wuhan, ChinaState Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Biological Resources, School of Life Sciences, Hubei University, Wuhan, ChinaHubei Clinical Research Center of Parkinson’s Disease, Xiangyang No. 1 People’s Hospital, Hubei University of Medicine, Xiangyang, ChinaGastrointestinal 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.https://www.frontiersin.org/articles/10.3389/fmicb.2021.728479/fullParkinson’s diseasegut-brain-axisshotgun metagenomic sequencinggastrointestinal dysbiosisshort-chain fatty acids
collection DOAJ
language English
format Article
sources DOAJ
author Liangwei Mao
Yu Zhang
Jing Tian
Ming Sang
Guimin Zhang
Yuling Zhou
Puqing Wang
spellingShingle Liangwei Mao
Yu Zhang
Jing Tian
Ming Sang
Guimin Zhang
Yuling Zhou
Puqing Wang
Cross-Sectional Study on the Gut Microbiome of Parkinson’s Disease Patients in Central China
Frontiers in Microbiology
Parkinson’s disease
gut-brain-axis
shotgun metagenomic sequencing
gastrointestinal dysbiosis
short-chain fatty acids
author_facet Liangwei Mao
Yu Zhang
Jing Tian
Ming Sang
Guimin Zhang
Yuling Zhou
Puqing Wang
author_sort Liangwei Mao
title 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_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_sort cross-sectional study on the gut microbiome of parkinson’s disease patients in central china
publisher Frontiers Media S.A.
series Frontiers in Microbiology
issn 1664-302X
publishDate 2021-09-01
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.
topic Parkinson’s disease
gut-brain-axis
shotgun metagenomic sequencing
gastrointestinal dysbiosis
short-chain fatty acids
url https://www.frontiersin.org/articles/10.3389/fmicb.2021.728479/full
work_keys_str_mv AT liangweimao crosssectionalstudyonthegutmicrobiomeofparkinsonsdiseasepatientsincentralchina
AT yuzhang crosssectionalstudyonthegutmicrobiomeofparkinsonsdiseasepatientsincentralchina
AT jingtian crosssectionalstudyonthegutmicrobiomeofparkinsonsdiseasepatientsincentralchina
AT mingsang crosssectionalstudyonthegutmicrobiomeofparkinsonsdiseasepatientsincentralchina
AT guiminzhang crosssectionalstudyonthegutmicrobiomeofparkinsonsdiseasepatientsincentralchina
AT yulingzhou crosssectionalstudyonthegutmicrobiomeofparkinsonsdiseasepatientsincentralchina
AT puqingwang crosssectionalstudyonthegutmicrobiomeofparkinsonsdiseasepatientsincentralchina
_version_ 1716866346878238720