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Comprehensive Analysis of Pathogen Diversity and Diagnostic Biomarkers in Patients with Suspected Pulmonary Tuberculosis Through Metagenomic Next-Generation Sequencing.

作者信息

Li Yuecui, Li Chenghang, Fang Yu, Zhang LiLi, Ying Xiaoyan, Ren Ruotong, Zang Yinghui, Ying Dandan, Zhu Shengwei, Liu Jiao, Cao Xuefang

机构信息

Department of Infectious Disease, The First People's Hospital of Yongkang, affiliated to Hangzhou Medical College, Jinhua, People's Republic of China.

Zhejiang Key Laboratory of Digital Technology in Medical Diagnostics, Hangzhou, People's Republic of China.

出版信息

Infect Drug Resist. 2025 May 2;18:2215-2227. doi: 10.2147/IDR.S504587. eCollection 2025.


DOI:10.2147/IDR.S504587
PMID:40337776
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12056525/
Abstract

BACKGROUND: This study aimed to investigate the co-infecting pathogens and lung microbiomes in patients with clinically confirmed pulmonary tuberculosis (TB) and explore potential diagnostic biomarkers to differentiate between varied infection patterns. METHODS: We conducted a retrospective cohort study by analyzing 198 bronchoalveolar lavage fluid (BALF) samples collected from patients with suspected pulmonary TB. All BALF samples were sequenced using metagenomic next-generation sequencing (mNGS). RESULTS: A total of 63 pathogens were detected in all samples. The TB group exhibited a higher diversity of pathogens (n=51) than the Non-TB group (n=37). The analysis revealed that TB patients had significantly higher pathogen counts (=0.014), and specific microorganisms, such as complex (MTBC), MTB, , and , were significantly enriched. Furthermore, the abundance of MTBC was negatively correlated with hemoglobin levels (R=-0.17, =0.015) and positive correlated with C-reactive protein (CRP) levels (R=0.16, =0.029). The random forest model combined eight differential microbes and five clinical parameters, yielding an area under the curve (AUC) of 0.86 for differentiating TB from Non-TB cohorts, whereas subgroup differentiation yielded an AUC of 0.571, demonstrating the potential for targeted diagnostics in pulmonary infections. CONCLUSION: Our findings highlight the complexity of co-infection patterns in pulmonary TB and emphasize the potential of integrating microbial and clinical markers to improve diagnostic accuracy. This study provides valuable insights into the role of the lung microbiome in TB and informs future research on targeted therapies for this disease.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eddd/12056525/66820fe6fa08/IDR-18-2215-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eddd/12056525/c8751801a17f/IDR-18-2215-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eddd/12056525/f52681399e84/IDR-18-2215-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eddd/12056525/42d61d836f4e/IDR-18-2215-g0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eddd/12056525/66820fe6fa08/IDR-18-2215-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eddd/12056525/c8751801a17f/IDR-18-2215-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eddd/12056525/f52681399e84/IDR-18-2215-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eddd/12056525/42d61d836f4e/IDR-18-2215-g0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eddd/12056525/66820fe6fa08/IDR-18-2215-g0004.jpg

相似文献

[1]
Comprehensive Analysis of Pathogen Diversity and Diagnostic Biomarkers in Patients with Suspected Pulmonary Tuberculosis Through Metagenomic Next-Generation Sequencing.

Infect Drug Resist. 2025-5-2

[2]
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[3]
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[4]
Application of Metagenomic and Targeted Next-Generation Sequencing in Diagnosis of Pulmonary Tuberculosis in Bronchoalveolar Lavage Fluid.

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[5]
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[7]
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[8]
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[9]
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[10]
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本文引用的文献

[1]
Update on human herpesvirus 7 pathogenesis and clinical aspects as a roadmap for future research.

J Virol. 2024-6-13

[2]
General Overview of : Epidemiology and the Role of Siderophores in Its Pathogenicity.

Biology (Basel). 2024-1-27

[3]
The impact of the COVID-19 pandemic on the global tuberculosis epidemic.

Front Immunol. 2023

[4]
Unique microbial landscape in the human oropharynx during different types of acute respiratory tract infections.

Microbiome. 2023-7-24

[5]
Microbiomes Detected by Bronchoalveolar Lavage Fluid Metagenomic Next-Generation Sequencing among HIV-Infected and Uninfected Patients with Pulmonary Infection.

Microbiol Spectr. 2023-8-17

[6]
Effect of the relationship between anaemia and systemic inflammation on the risk of incident tuberculosis and death in people with advanced HIV: a sub-analysis of the REMEMBER trial.

EClinicalMedicine. 2023-6-2

[7]
Clinical characteristics, diagnosis, outcomes and lung microbiome analysis of invasive pulmonary aspergillosis in the community-acquired pneumonia patients.

BMJ Open Respir Res. 2023-2

[8]
Screening of potential microbial markers for lung cancer using metagenomic sequencing.

Cancer Med. 2023-3

[9]
Review and Updates on the Diagnosis of Tuberculosis.

J Clin Med. 2022-9-30

[10]
The performance of detecting Mycobacterium tuberculosis complex in lung biopsy tissue by metagenomic next-generation sequencing.

BMC Pulm Med. 2022-7-28

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