Depletion of Human DNA in Spiked Clinical Specimens for Improvement of Sensitivity of Pathogen Detection by Next-Generation Sequencing

被引:178
作者
Hasan, Mohammad R. [1 ,3 ]
Rawat, Arun [2 ]
Tang, Patrick [1 ]
Jithesh, Puthen V. [2 ]
Thomas, Eva [1 ]
Tan, Rusung [1 ,4 ]
Tilley, Peter [4 ,5 ]
机构
[1] Sidra Med & Res Ctr, Dept Pathol, Doha, Qatar
[2] Sidra Med & Res Ctr, Div Biomed Informat Res, Doha, Qatar
[3] Weill Cornell Med Coll Qatar, Doha, Qatar
[4] PHSA, Childrens & Womens Hlth Ctr BC, Vancouver, BC, Canada
[5] Univ British Columbia, Dept Pathol & Lab Med, Vancouver, BC V5Z 1M9, Canada
关键词
TIME PCR ASSAYS; DIAGNOSIS; SAMPLES;
D O I
10.1128/JCM.03050-15
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Next-generation sequencing (NGS) technology has shown promise for the detection of human pathogens from clinical samples. However, one of the major obstacles to the use of NGS in diagnostic microbiology is the low ratio of pathogen DNA to human DNA in most clinical specimens. In this study, we aimed to develop a specimen-processing protocol to remove human DNA and enrich specimens for bacterial and viral DNA for shotgun metagenomic sequencing. Cerebrospinal fluid (CSF) and nasopharyngeal aspirate (NPA) specimens, spiked with control bacterial and viral pathogens, were processed using either a commercially available kit (MolYsis) or various detergents followed by DNase prior to the extraction of DNA. Relative quantities of human DNA and pathogen DNA were determined by real-time PCR. The MolYsis kit did not improve the pathogen-to-human DNA ratio, but significant reductions (>95%; P < 0.001) in human DNA with minimal effect on pathogen DNA were achieved in samples that were treated with 0.025% saponin, a nonionic surfactant. Specimen preprocessing significantly decreased NGS reads mapped to the human genome (P < 0.05) and improved the sensitivity of pathogen detection (P < 0.01), with a 20-to 650-fold increase in the ratio of microbial reads to human reads. Preprocessing also permitted the detection of pathogens that were unde-tectable in the unprocessed samples. Our results demonstrate a simple method for the reduction of background human DNA for metagenomic detection for a broad range of pathogens in clinical samples.
引用
收藏
页码:919 / 927
页数:9
相关论文
共 28 条
[1]   Next-generation sequencing technologies in diagnostic virology [J].
Barzon, Luisa ;
Lavezzo, Enrico ;
Costanzi, Giulia ;
Franchin, Elisa ;
Toppo, Stefano ;
Palu, Giorgio .
JOURNAL OF CLINICAL VIROLOGY, 2013, 58 (02) :346-350
[2]   Comparison of three commercial RT-PCR systems for the detection of respiratory viruses [J].
Butt, S. A. ;
Maceira, V. P. ;
McCallen, M. E. ;
Stellrecht, K. A. .
JOURNAL OF CLINICAL VIROLOGY, 2014, 61 (03) :406-410
[3]   Evaluation and improvement of real-time PCR assays targeting lytA, ply, and psaA genes for detection of pneumococcal DNA [J].
Carvalho, Maria da Gloria S. ;
Tondella, Maria Lucia ;
McCaustland, Karen ;
Weidlich, Luciana ;
McGee, Lesley ;
Mayer, Leonard W. ;
Steigerwalt, Arnold ;
Whaley, Melissa ;
Facklam, Richard R. ;
Fields, Barry ;
Carlone, George ;
Ades, Edwin W. ;
Dagan, Ron ;
Sampson, Jacquelyn S. .
JOURNAL OF CLINICAL MICROBIOLOGY, 2007, 45 (08) :2460-2466
[4]   Differentiation of herpes simplex virus types 1 and 2 in clinical samples by a real-time Taqman PCR assay [J].
Corey, L ;
Huang, ML ;
Selke, S ;
Wald, A .
JOURNAL OF MEDICAL VIROLOGY, 2005, 76 (03) :350-355
[5]   Modern clinical microbiology: new challenges and solutions [J].
Fournier, Pierre-Edouard ;
Drancourt, Michel ;
Colson, Philippe ;
Rolain, Jean-Marc ;
La Scola, Bernard ;
Raoult, Didier .
NATURE REVIEWS MICROBIOLOGY, 2013, 11 (08) :574-585
[6]   Evaluation of amplification targets for the specific detection of Bordetella pertussis using real-time polymerase chain reaction [J].
Hasan, Mohammad Rubayet ;
Tan, Rusung ;
Al-Rawahi, Ghada N. ;
Thomas, Eva ;
Tilley, Peter .
CANADIAN JOURNAL OF INFECTIOUS DISEASES & MEDICAL MICROBIOLOGY, 2014, 25 (04) :217-221
[7]  
Hayden RT, 2009, DIAGNOSTIC MICROBIOLOGY OF THE IMMUNOCOMPROMISED HOST, P1
[8]   Rapid and quantitative detection of human adenovirus DNA by real-time PCR [J].
Heim, A ;
Ebnet, C ;
Harste, G ;
Pring-Åkerblom, P .
JOURNAL OF MEDICAL VIROLOGY, 2003, 70 (02) :228-239
[9]   New methods for selective isolation of bacterial DNA from human clinical specimens [J].
Horz, Hans-Peter ;
Scheer, Sebastian ;
Vianna, Morgana E. ;
Conrads, Georg .
ANAEROBE, 2010, 16 (01) :47-53
[10]   Whole genome sequencing in clinical and public health microbiology [J].
Kwong, J. C. ;
McCallum, N. ;
Sintchenko, V. ;
Howden, B. P. .
PATHOLOGY, 2015, 47 (03) :199-210