Metagenomic identification of severe pneumonia pathogens in mechanically-ventilated patients: a feasibility and clinical validity study

被引:73
作者
Yang, Libing [1 ,2 ,3 ]
Haidar, Ghady [4 ,5 ]
Zia, Haris [6 ]
Nettles, Rachel [1 ]
Qin, Shulin [1 ,2 ,3 ]
Wang, Xiaohong [1 ,2 ,3 ]
Shah, Faraaz [2 ,3 ,7 ]
Rapport, Sarah F. [2 ,3 ]
Charalampous, Themoula [8 ]
Methe, Barbara [1 ,2 ,3 ]
Fitch, Adam [1 ]
Morris, Alison [1 ,2 ,3 ,9 ]
McVerry, Bryan J. [1 ,2 ,3 ]
O'Grady, Justin [8 ,10 ]
Kitsios, Georgios D. [1 ,2 ,3 ]
机构
[1] Univ Pittsburgh, Ctr Med & Microbiome, Pittsburgh, PA 15260 USA
[2] Univ Pittsburgh, Sch Med, Dept Med, Div Pulm Allergy & Crit Care Med, NW628,3459 Fifth Ave, Pittsburgh, PA 15213 USA
[3] Univ Pittsburgh, Med Ctr, UPMC Montefiore Hosp, NW628,3459 Fifth Ave, Pittsburgh, PA 15213 USA
[4] Univ Pittsburgh, Med Ctr, Div Infect Dis, Pittsburgh, PA USA
[5] Univ Pittsburgh, Sch Med, Pittsburgh, PA USA
[6] Univ Pittsburgh, Med Ctr McKeesport, Internal Med Residency Program, Mckeesport, PA USA
[7] Vet Affairs Pittsburgh Healthcare Syst, Pittsburgh, PA USA
[8] Univ East Anglia, Bob Champion Res & Educ Bldg,Norwich Res Pk, Norwich, Norfolk, England
[9] Univ Pittsburgh, Sch Med, Dept Immunol, Pittsburgh, PA USA
[10] Quadram Inst Biosci, Norwich, Norfolk, England
基金
英国生物技术与生命科学研究理事会; 美国国家卫生研究院;
关键词
Nanopore; Metagenomics sequencing; Pneumonia; Pathogen detection; Mechanical ventilation; COMMUNITY-ACQUIRED PNEUMONIA; REAL-TIME; BACTERIAL; DIAGNOSTICS; LAVAGE;
D O I
10.1186/s12931-019-1218-4
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
摘要
Background Metagenomic sequencing of respiratory microbial communities for pathogen identification in pneumonia may help overcome the limitations of culture-based methods. We examined the feasibility and clinical validity of rapid-turnaround metagenomics with Nanopore (TM) sequencing of clinical respiratory specimens. Methods We conducted a case-control study of mechanically-ventilated patients with pneumonia (nine culture-positive and five culture-negative) and without pneumonia (eight controls). We collected endotracheal aspirates and applied a microbial DNA enrichment method prior to metagenomic sequencing with the Oxford Nanopore MinION device. For reference, we compared Nanopore results against clinical microbiologic cultures and bacterial 16S rRNA gene sequencing. Results Human DNA depletion enabled in depth sequencing of microbial communities. In culture-positive cases, Nanopore revealed communities with high abundance of the bacterial or fungal species isolated by cultures. In four cases with resistant clinical isolates, Nanopore detected antibiotic resistance genes corresponding to the phenotypic resistance in antibiograms. In culture-negative pneumonia, Nanopore revealed probable bacterial pathogens in 1/5 cases and Candida colonization in 3/5 cases. In controls, Nanopore showed high abundance of oral bacteria in 5/8 subjects, and identified colonizing respiratory pathogens in other subjects. Nanopore and 16S sequencing showed excellent concordance for the most abundant bacterial taxa. Conclusions We demonstrated technical feasibility and proof-of-concept clinical validity of Nanopore metagenomics for severe pneumonia diagnosis, with striking concordance with positive microbiologic cultures, and clinically actionable information obtained from sequencing in culture-negative samples. Prospective studies with real-time metagenomics are warranted to examine the impact on antimicrobial decision-making and clinical outcomes.
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相关论文
共 41 条
[1]  
[Anonymous], AM THOR SOC C
[2]  
[Anonymous], ASM MICR C
[3]   Manipulation of FASTQ data with Galaxy [J].
Blankenberg, Daniel ;
Gordon, Assaf ;
Von Kuster, Gregory ;
Coraor, Nathan ;
Taylor, James ;
Nekrutenko, Anton .
BIOINFORMATICS, 2010, 26 (14) :1783-1785
[4]   Ultra-high-throughput microbial community analysis on the Illumina HiSeq and MiSeq platforms [J].
Caporaso, J. Gregory ;
Lauber, Christian L. ;
Walters, William A. ;
Berg-Lyons, Donna ;
Huntley, James ;
Fierer, Noah ;
Owens, Sarah M. ;
Betley, Jason ;
Fraser, Louise ;
Bauer, Markus ;
Gormley, Niall ;
Gilbert, Jack A. ;
Smith, Geoff ;
Knight, Rob .
ISME JOURNAL, 2012, 6 (08) :1621-1624
[5]   Nanopore metagenomics enables rapid clinical diagnosis of bacterial lower respiratory infection [J].
Charalampous, Themoula ;
Kay, Gemma L. ;
Richardson, Hollian ;
Aydin, Alp ;
Baldan, Rossella ;
Jeanes, Christopher ;
Rae, Duncan ;
Grundy, Sara ;
Turner, Daniel J. ;
Wain, John ;
Leggett, Richard M. ;
Livermore, David M. ;
O'Grady, Justin .
NATURE BIOTECHNOLOGY, 2019, 37 (07) :783-+
[6]  
Clinical and Laboratory Standards Institute, 2018, M100S25 CLIN LAB STA
[7]   New opportunities for managing acute and chronic lung infections [J].
Cookson, William O. C. M. ;
Cox, Michael J. ;
Moffatt, Miriam F. .
NATURE REVIEWS MICROBIOLOGY, 2018, 16 (02) :111-120
[8]   Bacterial Topography of the Healthy Human Lower Respiratory Tract [J].
Dickson, Robert P. ;
Erb-Downward, John R. ;
Freeman, Christine M. ;
McCloskey, Lisa ;
Falkowski, Nicole R. ;
Huffnagle, Gary B. ;
Curtis, Jeffrey L. .
MBIO, 2017, 8 (01)
[9]   Analysis of Culture-Dependent versus Culture-Independent Techniques for Identification of Bacteria in Clinically Obtained Bronchoalveolar Lavage Fluid [J].
Dickson, Robert P. ;
Erb-Downward, John R. ;
Prescott, Hallie C. ;
Martinez, Fernando J. ;
Curtis, Jeffrey L. ;
Lama, Vibha N. ;
Huffnagle, Gary B. .
JOURNAL OF CLINICAL MICROBIOLOGY, 2014, 52 (10) :3605-3613
[10]  
Dixon P, 2003, J VEG SCI, V14, P927, DOI 10.1111/j.1654-1103.2003.tb02228.x