A simple, reproducible and cost-effective procedure to analyse gut phageome: from phage isolation to bioinformatic approach

被引:31
作者
d'Humieres, Camille [1 ,2 ,3 ,4 ]
Touchon, Marie [4 ]
Dion, Sara [1 ]
Cury, Jean [4 ]
Ghozlane, Amine [5 ]
Garcia-Garcera, Marc [4 ]
Bouchier, Christiane [6 ]
Ma, Laurence [6 ]
Denamur, Erick [1 ,7 ]
Rocha, Eduardo P. C. [4 ]
机构
[1] Univ Paris Diderot, INSERM, IAME, UMR 1137, F-75018 Paris, France
[2] Hop Bichat Claude Bernard, AP HP, Lab Bacteriol, F-75018 Paris, France
[3] Univ Paris Diderot, Ecole Doctorale Frontieres Vivant, F-75013 Paris, France
[4] Inst Pasteur, CNRS, UMR3525, Microbial Evolutionary Genom, F-75015 Paris, France
[5] Inst Pasteur, USR CNRS 3756, Dept Biol Computat, Hub Bioinformat & Biostat, Paris, France
[6] Inst Pasteur, BIOMICS, Genom Platform, 25-28 Rue Dr Roux, F-75015 Paris, France
[7] Hop Bichat Claude Bernard, AP HP, Lab Genet Mol, Paris, France
关键词
MULTIPLE DISPLACEMENT AMPLIFICATION; READ ALIGNMENT; CLASSIFICATION; EVOLUTION; VIRUSES; VIROME; BIAS;
D O I
10.1038/s41598-019-47656-w
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The microbiota of the human gut is a complex and rich community where bacteria and their viruses, the bacteriophages, are dominant. There are few studies on the phage community and no clear standard for isolating them, sequencing and analysing their genomes. Since this makes comparisons between studies difficult, we aimed at defining an easy, low-cost, and reproducible methodology. We analysed five different techniques to isolate phages from human adult faeces and developed an approach to analyse their genomes in order to quantify contamination and classify phage contigs in terms of taxonomy and lifestyle. We chose the polyethylene glycol concentration method to isolate phages because of its simplicity, low cost, reproducibility, and of the high number and diversity of phage sequences that we obtained. We also tested the reproducibility of this method with multiple displacement amplification (MDA) and showed that MDA severely decreases the phage genetic diversity of the samples and the reproducibility of the method. Lastly, we studied the influence of sequencing depth on the analysis of phage diversity and observed the beginning of a plateau for phage contigs at 20,000,000 reads. This work contributes to the development of methods for the isolation of phages in faeces and for their comparative analysis.
引用
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页数:13
相关论文
共 47 条
[1]   Viral communities of the human gut: metagenomic analysis of composition and dynamics [J].
Aggarwala, Varun ;
Liang, Guanxiang ;
Bushman, Frederic D. .
MOBILE DNA, 2017, 8
[2]   PHASTER: a better, faster version of the PHAST phage search tool [J].
Arndt, David ;
Grant, Jason R. ;
Marcu, Ana ;
Sajed, Tanvir ;
Pon, Allison ;
Liang, Yongjie ;
Wishart, David S. .
NUCLEIC ACIDS RESEARCH, 2016, 44 (W1) :W16-W21
[3]   SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing [J].
Bankevich, Anton ;
Nurk, Sergey ;
Antipov, Dmitry ;
Gurevich, Alexey A. ;
Dvorkin, Mikhail ;
Kulikov, Alexander S. ;
Lesin, Valery M. ;
Nikolenko, Sergey I. ;
Son Pham ;
Prjibelski, Andrey D. ;
Pyshkin, Alexey V. ;
Sirotkin, Alexander V. ;
Vyahhi, Nikolay ;
Tesler, Glenn ;
Alekseyev, Max A. ;
Pevzner, Pavel A. .
JOURNAL OF COMPUTATIONAL BIOLOGY, 2012, 19 (05) :455-477
[4]   The Adaptation of Temperate Bacteriophages to Their Host Genomes [J].
Bobay, Louis-Marie ;
Rocha, Eduardo P. C. ;
Touchon, Marie .
MOLECULAR BIOLOGY AND EVOLUTION, 2013, 30 (04) :737-751
[5]  
Botstein D, 1980, Ann N Y Acad Sci, V354, P484, DOI 10.1111/j.1749-6632.1980.tb27987.x
[6]   Metagenomic analyses of an uncultured viral community from human feces [J].
Breitbart, M ;
Hewson, I ;
Felts, B ;
Mahaffy, JM ;
Nulton, J ;
Salamon, P ;
Rohwer, F .
JOURNAL OF BACTERIOLOGY, 2003, 185 (20) :6220-6223
[7]  
Burdet C, 2019, ANTIMICROB AGENTS CH, V63, DOI [10.1128/AAC.02244-18, 10.1128/aac.02244-18]
[8]   Optimizing protocols for extraction of bacteriophages prior to metagenomic analyses of phage communities in the human gut [J].
Castro-Mejia, Josue L. ;
Muhammed, Musemma K. ;
Kot, Witold ;
Neve, Horst ;
Franz, Charles M. A. P. ;
Hansen, Lars H. ;
Vogensen, Finn K. ;
Nielsen, Dennis S. .
MICROBIOME, 2015, 3 :64
[9]  
Crusoe Michael R, 2015, F1000Res, V4, P900, DOI 10.12688/f1000research.6924.1
[10]   Integrative and conjugative elements and their hosts: composition, distribution and organization [J].
Cury, Jean ;
Touchon, Marie ;
Rocha, Eduardo P. C. .
NUCLEIC ACIDS RESEARCH, 2017, 45 (15) :8943-8956