Metagenomics and metatranscriptomics: Windows on CF-associated viral and microbial communities

被引:120
作者
Lim, Yan Wei [1 ]
Schmieder, Robert [2 ]
Haynes, Matthew [1 ,3 ]
Willner, Dana [4 ]
Furlan, Mike [1 ]
Youle, Merry [5 ]
Abbott, Katelynn [1 ]
Edwards, Robert [2 ,6 ]
Evangelista, Jose [7 ]
Conrad, Douglas [7 ]
Rohwer, Forest [1 ]
机构
[1] San Diego State Univ, Dept Biol, San Diego, CA 92182 USA
[2] San Diego State Univ, Computat Sci Res Ctr, San Diego, CA 92182 USA
[3] DOE Joint Genome Inst, Walnut Creek, CA 94598 USA
[4] Univ Queensland, Australian Ctr Ecogen, Sch Chem & Mol Biosci, St Lucia, Qld, Australia
[5] Rainbow Rock, Ocean View, HI 96737 USA
[6] Argonne Natl Lab, Math & Comp Sci Div, Argonne, IL 60439 USA
[7] Univ Calif San Diego, Dept Med, La Jolla, CA 92037 USA
关键词
Cystic fibrosis; Viruses; Microbes; Metagenomics; Metatranscriptomics; CYSTIC-FIBROSIS; GENE-EXPRESSION; BACTERIOPHAGE; VIRUS; IDENTIFICATION; INFECTIONS; PREVALENCE; DIVERSITY; PATHOGENS; CHILDREN;
D O I
10.1016/j.jcf.2012.07.009
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
摘要
Background: Samples collected from CF patient airways often contain large amounts of host-derived nucleic acids that interfere with recovery and purification of microbial and viral nucleic acids. This study describes metagenomic and metatranscriptomic methods that address these issues. Methods: Microbial and viral metagenomes, and microbial metatranscriptomes, were successfully prepared from sputum samples from five adult CF patients. Results: Contaminating host DNA was dramatically reduced in the metagenomes. Each CF patient presented a unique microbiome; in some Pseudomonas aeruginosa was replaced by other opportunistic bacteria. Even though the taxonomic composition of the microbiomes is very different, the metabolic potentials encoded by the community are very similar. The viral communities were dominated by phages that infect major CF pathogens. The metatranscriptomes reveal differential expression of encoded metabolic potential with changing health status. Conclusions: Microbial and viral metagenomics combined with microbial transcriptbmics characterize the dynamic polymicrobial communities found in CF airways, revealing both the taxa present and their current metabolic activities. These approaches can facilitate the development of individualized treatment plans and novel therapeutic approaches. (C) 2012 European Cystic Fibrosis Society. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:154 / 164
页数:11
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[31]   Comparative day/night metatranscriptomic analysis of microbial communities in the North Pacific subtropical gyre [J].
Poretsky, Rachel S. ;
Hewson, Ian ;
Sun, Shulei ;
Allen, Andrew E. ;
Zehr, Jonathan P. ;
Moran, Mary Ann .
ENVIRONMENTAL MICROBIOLOGY, 2009, 11 (06) :1358-1375
[32]   SILVA:: a comprehensive online resource for quality checked and aligned ribosomal RNA sequence data compatible with ARB [J].
Pruesse, Elmar ;
Quast, Christian ;
Knittel, Katrin ;
Fuchs, Bernhard M. ;
Ludwig, Wolfgang ;
Peplies, Joerg ;
Gloeckner, Frank Oliver .
NUCLEIC ACIDS RESEARCH, 2007, 35 (21) :7188-7196
[33]  
Qiu X, 2009, GENOME DYNAM, V6, P126, DOI 10.1159/000235767
[34]   CFTR function and prospects for therapy [J].
Riordan, John R. .
ANNUAL REVIEW OF BIOCHEMISTRY, 2008, 77 :701-726
[35]   In vitro interactions of LytA, the major pneumococcal autolysin, with two bacteriophage lytic enzymes (Cpl-1 and Pal), cefotaxime and moxifloxacin against antibiotic-susceptible and -resistant Streptococcus pneumoniae strains [J].
Rodriguez-Cerrato, Violeta ;
Garcia, Pedro ;
del Prado, Gema ;
Garcia, Ernesto ;
Gracia, Matilde ;
Huelves, Lorena ;
Ponte, Carmen ;
Lopez, Rubens ;
Soriano, Francisco .
JOURNAL OF ANTIMICROBIAL CHEMOTHERAPY, 2007, 60 (05) :1159-1162
[36]   Characterization of bacterial community diversity in cystic fibrosis lung infections by use of 16S ribosomal DNA terminal restriction fragment length polymorphism profiling [J].
Rogers, GB ;
Carroll, MP ;
Serisier, DJ ;
Hockey, PM ;
Jones, G ;
Bruce, KD .
JOURNAL OF CLINICAL MICROBIOLOGY, 2004, 42 (11) :5176-5183
[37]   Genomic analysis of an emerging multiresistant Staphylococcus aureus strain rapidly spreading in cystic fibrosis patients revealed the presence of an antibiotic inducible bacteriophage [J].
Rolain, Jean-Marc ;
Francois, Patrice ;
Hernandez, David ;
Bittar, Fadi ;
Richet, Herve ;
Fournous, Ghislain ;
Mattenberger, Yves ;
Bosdure, Emmanuelle ;
Stremler, Nathalie ;
Dubus, Jean-Christophe ;
Sarles, Jacques ;
Reynaud-Gaubert, Martine ;
Boniface, Stephanie ;
Schrenzel, Jacques ;
Raoult, Didier .
BIOLOGY DIRECT, 2009, 4
[38]   Fast Identification and Removal of Sequence Contamination from Genomic and Metagenomic Datasets [J].
Schmieder, Robert ;
Edwards, Robert .
PLOS ONE, 2011, 6 (03)
[39]   Quality control and preprocessing of metagenomic datasets [J].
Schmieder, Robert ;
Edwards, Robert .
BIOINFORMATICS, 2011, 27 (06) :863-864
[40]   TagCleaner: Identification and removal of tag sequences from genomic and metagenomic datasets [J].
Schmieder, Robert ;
Lim, Yan Wei ;
Rohwer, Forest ;
Edwards, Robert .
BMC BIOINFORMATICS, 2010, 11