Clinical Next Generation Sequencing Outperforms Standard Microbiological Culture for Characterizing Polymicrobial Samples

被引:72
作者
Cummings, Lisa A. [1 ]
Kurosawa, Kyoko [1 ]
Hoogestraat, Daniel R. [1 ]
SenGupta, Dhruba J. [1 ]
Candra, Febrian [1 ]
Doyle, Michael [1 ]
Thielges, Stephanie [1 ]
Land, Tyler A. [1 ]
Rosenthal, Christopher A. [1 ]
Hoffman, Noah G. [1 ]
Salipante, Stephen J. [1 ]
Cookson, Brad T. [1 ,2 ]
机构
[1] Univ Washington, Dept Lab Med, Seattle, WA 98195 USA
[2] Univ Washington, Dept Microbiol, Seattle, WA 98195 USA
基金
美国国家卫生研究院;
关键词
CYSTIC-FIBROSIS AIRWAY; PSEUDOMONAS-AERUGINOSA; ANAEROBIC-BACTERIA; PCR; MICROORGANISMS; IDENTIFICATION; MICROBIOTA; ILLUMINA; DISEASE; BIAS;
D O I
10.1373/clinchem.2016.258806
中图分类号
R446 [实验室诊断]; R-33 [实验医学、医学实验];
学科分类号
1001 ;
摘要
BACKGROUND: Humans suffer from infections caused by single species or more complex polymicrobial communities. Identification of infectious bacteria commonly employs microbiological culture, which depends upon the in vitro propagation and isolation of viable organisms. In contrast, detection of bacterial DNA using next generation sequencing (NGS) allows culture-independent microbial profiling, potentially providing important new insights into the microbiota in clinical specimens. METHODS: NGS 16S rRNA gene sequencing (NGS16S) was compared with culture using (a) synthetic polymicrobial samples for which the identity and abundance of organisms present were precisely defined and (b) primary clinical specimens. RESULTS: Complex mixtures of at least 20 organisms were well resolved by NGS16S with excellent reproducibility. In mixed bacterial suspensions (10(7) total genomes), we observed linear detection of a target organism over a 4-log concentration range (500-3 x 10(6) genomes). NGS16S analysis more accurately recapitulated the known composition of synthetic samples than standard microbiological culture using nonselective media, which distorted the relative abundance of organisms and frequently failed to identify low-abundance pathogens. However, extended quantitative culture using selective media for each of the component species recovered the expected organisms at the proper abundance, validating NGS16S results. In an analysis of sputa from cystic fibrosis patients, NGS16S identified more clinically relevant pathogens than standard culture. CONCLUSIONS: Biases in standard, nonselective microbiological culture lead to a distorted characterization of polymicrobial mixtures. NGS16S demonstrates enhanced reproducibility, quantification, and classification accuracy compared with standard culture, providing a more comprehensive, accurate, and culture-free analysis of clinical specimens. (C) 2016 American Association for Clinical Chemistry
引用
收藏
页码:1465 / 1473
页数:9
相关论文
共 40 条
[11]   Isolating "uncultivable" microorganisms in pure culture in a simulated natural environment [J].
Kaeberlein, T ;
Lewis, K ;
Epstein, SS .
SCIENCE, 2002, 296 (5570) :1127-1129
[12]   Incorporating 16S Gene Copy Number Information Improves Estimates of Microbial Diversity and Abundance [J].
Kembel, Steven W. ;
Wu, Martin ;
Eisen, Jonathan A. ;
Green, Jessica L. .
PLOS COMPUTATIONAL BIOLOGY, 2012, 8 (10)
[13]   Evaluating Bias of Illumina-Based Bacterial 16S rRNA Gene Profiles [J].
Kennedy, Katherine ;
Hall, Michael W. ;
Lynch, Michael D. J. ;
Moreno-Hagelsieb, Gabriel ;
Neufeld, Josh D. .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2014, 80 (18) :5717-5722
[14]   Massive Parallel Sequencing Provides New Perspectives on Bacterial Brain Abscesses [J].
Kommedal, Oyvind ;
Wilhelmsen, Marianne Thulin ;
Skrede, Steinar ;
Meisal, Roger ;
Jakovljev, Aleksandra ;
Gaustad, Peter ;
Hermansen, Nils Olav ;
Vik-Mo, Einar ;
Solheim, Ole ;
Ambur, Ole Herman ;
Saebo, Oystein ;
Hostmlingen, Christina Teisner ;
Helland, Christian .
JOURNAL OF CLINICAL MICROBIOLOGY, 2014, 52 (06) :1990-1997
[15]  
Lambiase A, 2010, NEW MICROBIOL, V33, P185
[16]  
Livermore DM, 2013, INFECT CHEMOTHER, V45, P1
[17]  
McNally L, 2015, PHILOS T R SOC LON B, P370
[18]   EWINGELLA-AMERICANA - RECURRENT PSEUDOBACTEREMIA FROM A PERSISTENT ENVIRONMENTAL RESERVOIR [J].
MCNEIL, MM ;
DAVIS, BJ ;
SOLOMON, SL ;
ANDERSON, RL ;
SHULMAN, ST ;
GARDNER, S ;
KABAT, K ;
MARTONE, WJ .
JOURNAL OF CLINICAL MICROBIOLOGY, 1987, 25 (03) :498-500
[19]   The Role of Short-Chain Fatty Acids, Produced by Anaerobic Bacteria, in the Cystic Fibrosis Airway [J].
Mirkovic, Bojana ;
Murray, Michelle A. ;
Lavelle, Gillian M. ;
Molloy, Kevin ;
Azim, Ahmed Abdul ;
Gunaratnam, Cedric ;
Healy, Fiona ;
Slattery, Dubhfeasa ;
McNally, Paul ;
Hatch, Joe ;
Wolfgang, Matthew ;
Tunney, Michael M. ;
Muhlebach, Marianne S. ;
Devery, Rosaleen ;
Greene, Catherine M. ;
McElvaney, Noel G. .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2015, 192 (11) :1314-1324
[20]  
National Center for Biotechnology Information, NCBI TAX DAT