Mao Liangwei, Zhang Yu, Tian Jing, Sang Ming, Zhang Guimin, Zhou Yuling, Wang Puqing
State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Biological Resources, School of Life Sciences, Hubei University, Wuhan, China.
Hubei Clinical Research Center of Parkinson's Disease, Xiangyang No. 1 People's Hospital, Hubei University of Medicine, Xiangyang, China.
Front Microbiol. 2021 Sep 28;12:728479. doi: 10.3389/fmicb.2021.728479. eCollection 2021.
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. 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 and were positively correlated with the duration and severity of PD, whereas hydrogen-generating 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.
胃肠功能障碍在帕金森病(PD)的发生和发展中起重要作用。本研究采用鸟枪法宏基因组测序技术,对中国中部地区PD患者的肠道微生物群组成进行了调查。收集了39例PD患者(PD组)及其相应的39名健康配偶(SP)的粪便样本,进行鸟枪法宏基因组测序。结果显示,PD患者的微生物组成有显著改变。在PD患者的肠道微生物群中发现了富集现象,这在以往的研究中尚未见报道。识别微生物群差异的随机森林(RF)模型能够可靠地区分PD患者和对照组;受试者工作特征曲线下面积为0.803。对微生物群和临床症状的进一步分析表明,[此处原文缺失部分内容]与PD的病程和严重程度呈正相关,而产氢[此处原文缺失部分内容]与疾病严重程度呈负相关。蛋白质直系同源簇数据库、KEGG直系同源数据库和基因类别分析的碳水化合物活性酶显示,PD组中支链氨基酸相关蛋白显著增加,而GH43显著降低。宏基因组功能分析证实,PD组微生物群代谢在短链脂肪酸前体代谢方面存在差异。