Analysis of sputum microbial metagenome in COPD based on exacerbation frequency and lung function: a case control study
Abstract Background The role of the sputum microbiome in chronic obstructive pulmonary disease (COPD) progression remains elusive. As the advent of the new culture-independent microbial sequencing technique makes it possible to disclose the complex microbiome community of the respiratory tract. The...
| Published in: | Respiratory Research |
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| Main Authors: | , , , , , |
| Format: | Article |
| Language: | English |
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BMC
2022-11-01
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| Online Access: | https://doi.org/10.1186/s12931-022-02246-9 |
| _version_ | 1852684202314563584 |
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| author | Wei Li Bingbing Wang Min Tan Xiaolian Song Shuanshuan Xie Changhui Wang |
| author_facet | Wei Li Bingbing Wang Min Tan Xiaolian Song Shuanshuan Xie Changhui Wang |
| author_sort | Wei Li |
| collection | DOAJ |
| container_title | Respiratory Research |
| description | Abstract Background The role of the sputum microbiome in chronic obstructive pulmonary disease (COPD) progression remains elusive. As the advent of the new culture-independent microbial sequencing technique makes it possible to disclose the complex microbiome community of the respiratory tract. The aim of this study was to use metagenomic next-generation sequencing (mNGS) to confirm whether there are differences in sputum microbiome of COPD between different exacerbation frequencies and lung function. Methods Thirty-nine COPD patients were divided into a frequent exacerbators (FE) group (n = 20) and a non-frequent exacerbators (NFE) (n = 19) group according to their exacerbation history, or a mild group (FEV1/pre ≥ 50%, n = 20) and a severe group (FEV1/pre < 50%, n = 19) according to the lung function. Sputum was collected during their stable phase, followed by DNA extraction, untargeted metagenomic next-generation sequencing (mNGS) and bioinformatic analysis. Results mNGS identified 3355 bacteria, 71 viruses and 22 fungi at the specie level. It was found that Shannon index and Simpson index in FE group was lower than that in NFE group (p = 0.005, 0.008, respectively) but similar between mild and severe groups. Out of top 10 bacteria taxa, Veillonella, Fusobacterium and Prevotella jejuni had a higher abundance in NFE group, Rothia had a higher abundance in mild group. Linear discriminant analysis revealed that many bacterial taxa were more abundant in NFE group, and they mostly belonged to Actinobacteria, Bacteroidetes and Fusobacteria phyla. Frequency of exacerbations was also found to be negatively correlated with alpha diversity (with Shannon index, r = − 0.423, p = 0.009; with Simpson index, r = − 0.482, p = 0.002). No significant correlation was observed between alpha diversity and FEV1/pre. Conclusions Microbiome diversity in FE group was lower than that in NFE group. There was a significant difference in microbiome taxa abundance between FE and NFE groups, or mild and severe groups. These findings demonstrated that sputum microbiome community dysbiosis was associated with different exacerbation frequencies and lung function in stable COPD. |
| format | Article |
| id | doaj-art-3a4e6ebceadc43f7bfe94058fa0ad11e |
| institution | Directory of Open Access Journals |
| issn | 1465-993X |
| language | English |
| publishDate | 2022-11-01 |
| publisher | BMC |
| record_format | Article |
| spelling | doaj-art-3a4e6ebceadc43f7bfe94058fa0ad11e2025-08-19T21:27:21ZengBMCRespiratory Research1465-993X2022-11-0123111110.1186/s12931-022-02246-9Analysis of sputum microbial metagenome in COPD based on exacerbation frequency and lung function: a case control studyWei Li0Bingbing Wang1Min Tan2Xiaolian Song3Shuanshuan Xie4Changhui Wang5Department of Geriatrics, Shanghai Tenth People’s Hospital, School of Medicine, Tongji UniversityDepartment of Respiratory Medicine, Shanghai Tenth People’s Hospital, School of Medicine, Tongji UniversityDepartment of Respiratory Medicine, Shanghai Tenth People’s Hospital, School of Medicine, Tongji UniversityDepartment of Respiratory Medicine, Shanghai Tenth People’s Hospital, School of Medicine, Tongji UniversityDepartment of Respiratory Medicine, Shanghai Tenth People’s Hospital, School of Medicine, Tongji UniversityDepartment of Respiratory Medicine, Shanghai Tenth People’s Hospital, School of Medicine, Tongji UniversityAbstract Background The role of the sputum microbiome in chronic obstructive pulmonary disease (COPD) progression remains elusive. As the advent of the new culture-independent microbial sequencing technique makes it possible to disclose the complex microbiome community of the respiratory tract. The aim of this study was to use metagenomic next-generation sequencing (mNGS) to confirm whether there are differences in sputum microbiome of COPD between different exacerbation frequencies and lung function. Methods Thirty-nine COPD patients were divided into a frequent exacerbators (FE) group (n = 20) and a non-frequent exacerbators (NFE) (n = 19) group according to their exacerbation history, or a mild group (FEV1/pre ≥ 50%, n = 20) and a severe group (FEV1/pre < 50%, n = 19) according to the lung function. Sputum was collected during their stable phase, followed by DNA extraction, untargeted metagenomic next-generation sequencing (mNGS) and bioinformatic analysis. Results mNGS identified 3355 bacteria, 71 viruses and 22 fungi at the specie level. It was found that Shannon index and Simpson index in FE group was lower than that in NFE group (p = 0.005, 0.008, respectively) but similar between mild and severe groups. Out of top 10 bacteria taxa, Veillonella, Fusobacterium and Prevotella jejuni had a higher abundance in NFE group, Rothia had a higher abundance in mild group. Linear discriminant analysis revealed that many bacterial taxa were more abundant in NFE group, and they mostly belonged to Actinobacteria, Bacteroidetes and Fusobacteria phyla. Frequency of exacerbations was also found to be negatively correlated with alpha diversity (with Shannon index, r = − 0.423, p = 0.009; with Simpson index, r = − 0.482, p = 0.002). No significant correlation was observed between alpha diversity and FEV1/pre. Conclusions Microbiome diversity in FE group was lower than that in NFE group. There was a significant difference in microbiome taxa abundance between FE and NFE groups, or mild and severe groups. These findings demonstrated that sputum microbiome community dysbiosis was associated with different exacerbation frequencies and lung function in stable COPD.https://doi.org/10.1186/s12931-022-02246-9Chronic obstructive pulmonary disease (COPD)Metagenomic next-generation sequencingSputumMicrobiomeExacerbation frequencyLung function |
| spellingShingle | Wei Li Bingbing Wang Min Tan Xiaolian Song Shuanshuan Xie Changhui Wang Analysis of sputum microbial metagenome in COPD based on exacerbation frequency and lung function: a case control study Chronic obstructive pulmonary disease (COPD) Metagenomic next-generation sequencing Sputum Microbiome Exacerbation frequency Lung function |
| title | Analysis of sputum microbial metagenome in COPD based on exacerbation frequency and lung function: a case control study |
| title_full | Analysis of sputum microbial metagenome in COPD based on exacerbation frequency and lung function: a case control study |
| title_fullStr | Analysis of sputum microbial metagenome in COPD based on exacerbation frequency and lung function: a case control study |
| title_full_unstemmed | Analysis of sputum microbial metagenome in COPD based on exacerbation frequency and lung function: a case control study |
| title_short | Analysis of sputum microbial metagenome in COPD based on exacerbation frequency and lung function: a case control study |
| title_sort | analysis of sputum microbial metagenome in copd based on exacerbation frequency and lung function a case control study |
| topic | Chronic obstructive pulmonary disease (COPD) Metagenomic next-generation sequencing Sputum Microbiome Exacerbation frequency Lung function |
| url | https://doi.org/10.1186/s12931-022-02246-9 |
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