Li Naijian, Yi Xinzhu, Chen Chiyong, Dai Zhouli, Deng Zhishan, Pu Jinding, Zhou Yumin, Li Bing, Wang Zhang, Ran Pixin
Department of Allergy and Clinical Immunology, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China.
Institute of Ecological Science, School of Life Science, South China Normal University, Guangzhou, Guangdong, China.
Front Microbiol. 2023 Jul 25;14:1173614. doi: 10.3389/fmicb.2023.1173614. eCollection 2023.
The link between gut microbial dysbiosis and the development of chronic obstructive pulmonary disease (COPD) is of considerable interest. However, little is known regarding the potential for the use of the fecal metagenome for the diagnosis of COPD.
A total of 80 healthy controls, 31 patients with COPD severity stages I or II, and 49 patients with COPD severity stages III or IV fecal samples were subjected to metagenomic analysis. We characterized the gut microbiome, identified microbial taxonomic and functional markers, and constructed a COPD disease classifier using samples.
The fecal microbial diversity of patients with COPD stages I or II was higher than that of healthy controls, but lower in patients with COPD stages III or IV. Twenty-one, twenty-four, and eleven microbial species, including potential pathogens and pro-inflammatory bacteria, were significantly enriched or depleted in healthy controls, patients with COPD stages I or II, and patients with COPD stages III & IV. The KEGG orthology (KO) gene profiles derived demonstrated notable differences in gut microbial function among the three groups. Moreover, gut microbial taxonomic and functional markers could be used to differentiate patients with COPD from healthy controls, on the basis of areas under receiver operating characteristic curves (AUCs) of 0.8814 and 0.8479, respectively. Notably, the gut microbial taxonomic features differed between healthy individuals and patients in stages I-II COPD, which suggests the utility of fecal metagenomic biomarkers for the diagnosis of COPD (AUC = 0.9207).
Gut microbiota-targeted biomarkers represent potential non-invasive tools for the diagnosis of COPD.
肠道微生物群失调与慢性阻塞性肺疾病(COPD)的发展之间的联系备受关注。然而,关于粪便宏基因组用于COPD诊断的潜力知之甚少。
对80名健康对照者、31名COPD I或II期患者以及49名COPD III或IV期患者的粪便样本进行宏基因组分析。我们对肠道微生物群进行了特征分析,鉴定了微生物分类和功能标志物,并使用样本构建了COPD疾病分类器。
COPD I或II期患者的粪便微生物多样性高于健康对照者,但在COPD III或IV期患者中较低。在健康对照者、COPD I或II期患者以及COPD III和IV期患者中,包括潜在病原体和促炎细菌在内的21种、24种和11种微生物物种显著富集或减少。所获得的KEGG直系同源基因(KO)谱显示三组之间肠道微生物功能存在显著差异。此外,基于受试者工作特征曲线(AUC)下面积分别为0.8814和0.8479,肠道微生物分类和功能标志物可用于区分COPD患者和健康对照者。值得注意的是,健康个体与COPD I-II期患者的肠道微生物分类特征不同,这表明粪便宏基因组生物标志物对COPD诊断的实用性(AUC = 0.9207)。
针对肠道微生物群的生物标志物是COPD诊断的潜在非侵入性工具。