Shotgun metagenomics, from sampling to analysis

被引:1128
作者
Quince, Christopher [1 ]
Walker, Alan W. [2 ]
Simpson, Jared T. [3 ,4 ]
Loman, Nicholas J. [5 ]
Segata, Nicola [6 ]
机构
[1] Univ Warwick, Warwick Med Sch, Warwick, England
[2] Univ Aberdeen, Rowett Inst, Microbiol Grp, Aberdeen, Scotland
[3] Ontario Inst Canc Res, Toronto, ON, Canada
[4] Univ Toronto, Dept Comp Sci, Toronto, ON, Canada
[5] Univ Birmingham, Inst Microbiol & Infect, Birmingham, W Midlands, England
[6] Univ Trento, Ctr Integrat Biol, Trento, Italy
基金
英国生物技术与生命科学研究理事会; 欧洲研究理事会;
关键词
HUMAN GUT MICROBIOME; DE-NOVO ASSEMBLER; PHYLOGENETIC CLASSIFICATION; COMPLETE NITRIFICATION; COMMUNITY STRUCTURE; GENOME SEQUENCES; SINGLE-CELL; GENE; REVEALS; STRAINS;
D O I
10.1038/nbt.3935
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Diverse microbial communities of bacteria, archaea, viruses and single-celled eukaryotes have crucial roles in the environment and in human health. However, microbes are frequently difficult to culture in the laboratory, which can confound cataloging of members and understanding of how communities function. High-throughput sequencing technologies and a suite of computational pipelines have been combined into shotgun metagenomics methods that have transformed microbiology. Still, computational approaches to overcome the challenges that affect both assembly-based and mapping-based metagenomic profiling, particularly of high-complexity samples or environments containing organisms with limited similarity to sequenced genomes, are needed. Understanding the functions and characterizing specific strains of these communities offers biotechnological promise in therapeutic discovery and innovative ways to synthesize products using microbial factories and can pinpoint the contributions of microorganisms to planetary, animal and human health.
引用
收藏
页码:833 / 844
页数:12
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