Application of Metagenomic Next-Generation Sequencing in the Diagnosis of Pulmonary Infectious Pathogens From Bronchoalveolar Lavage Samples
被引:100
作者:
Chen, Yuqian
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Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R ChinaXi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R China
Chen, Yuqian
[1
]
Feng, Wei
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Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R ChinaXi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R China
Feng, Wei
[1
]
Ye, Kai
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Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Key Lab Intelligent Networks & Networks Secur, Minist Educ, Xian, Peoples R ChinaXi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R China
Ye, Kai
[2
]
Guo, Li
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机构:
Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Key Lab Intelligent Networks & Networks Secur, Minist Educ, Xian, Peoples R ChinaXi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R China
Guo, Li
[2
]
Xia, Han
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机构:
Hugobiotech Co Ltd, Dept Res & Dev, Beijing, Peoples R ChinaXi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R China
Xia, Han
[3
]
Guan, Yuanlin
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机构:
Hugobiotech Co Ltd, Dept Res & Dev, Beijing, Peoples R ChinaXi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R China
Guan, Yuanlin
[3
]
Chai, Limin
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Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R ChinaXi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R China
Chai, Limin
[1
]
Shi, Wenhua
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Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R ChinaXi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R China
Shi, Wenhua
[1
]
Zhai, Cui
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Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R ChinaXi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R China
Zhai, Cui
[1
]
Wang, Jian
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Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R ChinaXi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R China
Wang, Jian
[1
]
Yan, Xin
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Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R ChinaXi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R China
Yan, Xin
[1
]
Wang, Qingting
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Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R ChinaXi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R China
Wang, Qingting
[1
]
Zhang, Qianqian
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Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R ChinaXi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R China
Zhang, Qianqian
[1
]
Li, Cong
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Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R ChinaXi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R China
Li, Cong
[1
]
Liu, Pengtao
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Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R ChinaXi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R China
Liu, Pengtao
[1
]
Li, Manxiang
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Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R ChinaXi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R China
Li, Manxiang
[1
]
机构:
[1] Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Xian, Peoples R China
[2] Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Key Lab Intelligent Networks & Networks Secur, Minist Educ, Xian, Peoples R China
[3] Hugobiotech Co Ltd, Dept Res & Dev, Beijing, Peoples R China
Background Metagenomic next-generation sequencing (mNGS) is a powerful method for pathogen detection. In this study, we assessed the value of mNGS for bronchoalveolar lavage (BAL) samples in the diagnosis of pulmonary infections. Methods From February 2018 to April 2019, BAL samples were collected from 235 patients with suspected pulmonary infections. mNGS and microbial culture were performed to evaluate the effectiveness of mNGS in pulmonary infection diagnosis. Results We employed mNGS to evaluate the alpha diversity, results suggesting that patients with confirmed pathogens had a lower microbial diversity index compared to that of patients with uncertain pathogens. For the patients admitted to the respiratory intensive care unit (RICU) or on a ventilator, they experienced a lower diversity index than that of the patients in the general ward or not on a ventilator. In addition, mNGS of BAL had a diagnostic sensitivity of 88.89% and a specificity of 14.86% in pulmonary infection, with 21.16% positive predictive value (PPV) and 83.87% negative predictive value (NPV). When rare pathogens were excluded, the sensitivity of mNGS decreased to 73.33%, and the specificity increased to 41.71%. For patients in the simple pulmonary infection group and the immunocompromised group, the main infection types were bacterial infection (58.33%) and mixed-infection (43.18%). Furthermore, mNGS had an advantage over culture in describing polymicrobial ecosystem, demonstrating the microbial distribution and the dominant strains of the respiratory tract in patients with different underlying diseases. Conclusions The study indicated that mNGS of BAL samples could provide more accurate diagnostic information in pulmonary infections and demonstrate the changes of respiratory microbiome in different underlying diseases. This method might play an important role in the clinical use of antimicrobial agents in the future.
机构:
Univ Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USAUniv Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Bassis, Christine M.
;
Erb-Downward, John R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Dept Internal Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USAUniv Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Erb-Downward, John R.
;
Dickson, Robert P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Dept Internal Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USAUniv Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Dickson, Robert P.
;
Freeman, Christine M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Dept Internal Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USA
VA Ann Arbor Healthcare Syst, Res Serv, Ann Arbor, MI USAUniv Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Freeman, Christine M.
;
Schmidt, Thomas M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Univ Michigan, Sch Med, Dept Microbiol & Immunol, Ann Arbor, MI 48109 USAUniv Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Schmidt, Thomas M.
;
Young, Vincent B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Univ Michigan, Sch Med, Dept Microbiol & Immunol, Ann Arbor, MI 48109 USAUniv Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Young, Vincent B.
;
Beck, James M.
论文数: 0引用数: 0
h-index: 0
机构:
Vet Affairs Eastern Colorado Hlth Care Syst, Denver, CO USA
Univ Colorado, Sch Med, Dept Med, Div Pulm Sci & Crit Care, Aurora, CO USAUniv Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Beck, James M.
;
Curtis, Jeffrey L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Dept Internal Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USA
VA Ann Arbor Healthcare Syst, Med Serv, Pulm & Crit Care Med Sect, Ann Arbor, MI USAUniv Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Curtis, Jeffrey L.
;
Huffnagle, Gary B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Dept Internal Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USA
Univ Michigan, Sch Med, Dept Microbiol & Immunol, Ann Arbor, MI 48109 USAUniv Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
机构:
NYU, Dept Med, Langone Med Ctr, New York, NY 10016 USA
Vet Affairs Med Ctr Manhattan, New York Harbor Dept, New York, NY 10010 USANYU, Dept Med, Langone Med Ctr, New York, NY 10016 USA
Cho, Ilseung
;
Blaser, Martin J.
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Dept Med, Langone Med Ctr, New York, NY 10016 USA
Vet Affairs Med Ctr Manhattan, New York Harbor Dept, New York, NY 10010 USA
NYU, Dept Microbiol, Langone Med Ctr, New York, NY 10016 USA
NYU, Dept Biol, New York, NY 10003 USANYU, Dept Med, Langone Med Ctr, New York, NY 10016 USA
机构:
Univ Michigan, Sch Med, Dept Internal Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USAUniv Michigan, Sch Med, Dept Internal Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USA
Dickson, Robert P.
;
Huffnagle, Gary B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Dept Internal Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USAUniv Michigan, Sch Med, Dept Internal Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USA
机构:
Univ Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USAUniv Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Bassis, Christine M.
;
Erb-Downward, John R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Dept Internal Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USAUniv Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Erb-Downward, John R.
;
Dickson, Robert P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Dept Internal Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USAUniv Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Dickson, Robert P.
;
Freeman, Christine M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Dept Internal Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USA
VA Ann Arbor Healthcare Syst, Res Serv, Ann Arbor, MI USAUniv Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Freeman, Christine M.
;
Schmidt, Thomas M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Univ Michigan, Sch Med, Dept Microbiol & Immunol, Ann Arbor, MI 48109 USAUniv Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Schmidt, Thomas M.
;
Young, Vincent B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Univ Michigan, Sch Med, Dept Microbiol & Immunol, Ann Arbor, MI 48109 USAUniv Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Young, Vincent B.
;
Beck, James M.
论文数: 0引用数: 0
h-index: 0
机构:
Vet Affairs Eastern Colorado Hlth Care Syst, Denver, CO USA
Univ Colorado, Sch Med, Dept Med, Div Pulm Sci & Crit Care, Aurora, CO USAUniv Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Beck, James M.
;
Curtis, Jeffrey L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Dept Internal Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USA
VA Ann Arbor Healthcare Syst, Med Serv, Pulm & Crit Care Med Sect, Ann Arbor, MI USAUniv Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
Curtis, Jeffrey L.
;
Huffnagle, Gary B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Dept Internal Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USA
Univ Michigan, Sch Med, Dept Microbiol & Immunol, Ann Arbor, MI 48109 USAUniv Michigan, Sch Med, Div Infect Dis, Ann Arbor, MI USA
机构:
NYU, Dept Med, Langone Med Ctr, New York, NY 10016 USA
Vet Affairs Med Ctr Manhattan, New York Harbor Dept, New York, NY 10010 USANYU, Dept Med, Langone Med Ctr, New York, NY 10016 USA
Cho, Ilseung
;
Blaser, Martin J.
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Dept Med, Langone Med Ctr, New York, NY 10016 USA
Vet Affairs Med Ctr Manhattan, New York Harbor Dept, New York, NY 10010 USA
NYU, Dept Microbiol, Langone Med Ctr, New York, NY 10016 USA
NYU, Dept Biol, New York, NY 10003 USANYU, Dept Med, Langone Med Ctr, New York, NY 10016 USA
机构:
Univ Michigan, Sch Med, Dept Internal Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USAUniv Michigan, Sch Med, Dept Internal Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USA
Dickson, Robert P.
;
Huffnagle, Gary B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Med, Dept Internal Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USAUniv Michigan, Sch Med, Dept Internal Med, Div Pulm & Crit Care Med, Ann Arbor, MI 48109 USA