Selection of primers for optimal taxonomic classification of environmental 16S rRNA gene sequences

被引:288
作者
Soergel, David A. W. [1 ]
Dey, Neelendu [2 ]
Knight, Rob [3 ,4 ]
Brenner, Steven E. [1 ]
机构
[1] Univ Calif Berkeley, Dept Plant & Microbial Sci, Berkeley, CA 94720 USA
[2] Univ Calif San Francisco, Dept Med, Div Gastroenterol, San Francisco, CA USA
[3] Univ Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
[4] Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
基金
美国国家卫生研究院;
关键词
16S ribosomal RNA; taxonomy; phylogeny; classification; bacteria; sequencing; RARE BIOSPHERE; DIVERSITY; ARCHITECTURE; COMMUNITY;
D O I
10.1038/ismej.2011.208
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Microbial community profiling using 16S rRNA gene sequences requires accurate taxonomy assignments. 'Universal' primers target conserved sequences and amplify sequences from many taxa, but they provide variable coverage of different environments, and regions of the rRNA gene differ in taxonomic informativeness-especially when high-throughput short-read sequencing technologies (for example, 454 and Illumina) are used. We introduce a new evaluation procedure that provides an improved measure of expected taxonomic precision when classifying environmental sequence reads from a given primer. Applying this measure to thousands of combinations of primers and read lengths, simulating single-ended and paired-end sequencing, reveals that these choices greatly affect taxonomic informativeness. The most informative sequence region may differ by environment, partly due to variable coverage of different environments in reference databases. Using our Rtax method of classifying paired-end reads, we found that paired-end sequencing provides substantial benefit in some environments including human gut, but not in others. Optimal primer choice for short reads totaling 96 nt provides 82-100% of the confident genus classifications available from longer reads. The ISME Journal (2012) 6, 1440-1444; doi:10.1038/ismej.2011.208; published online 12 January 2012
引用
收藏
页码:1440 / 1444
页数:5
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