Evaluation of 16S rRNA gene sequencing for species and strain-level microbiome analysis

被引:1160
作者
Johnson, Jethro S. [1 ]
Spakowicz, Daniel J. [1 ,2 ]
Hong, Bo-Young [1 ]
Petersen, Lauren M. [1 ,3 ]
Demkowicz, Patrick [1 ]
Chen, Lei [1 ,4 ]
Leopold, Shana R. [1 ]
Hanson, Blake M. [1 ,5 ]
Agresta, Hanako O. [1 ]
Gerstein, Mark [6 ]
Sodergren, Erica [1 ]
Weinstock, George M. [1 ]
机构
[1] Jackson Lab Genom Med, Farmington, CT 06032 USA
[2] Ohio State Univ, Comprehens Canc Ctr, Columbus, OH 43210 USA
[3] Dartmouth Hitchcock Med Ctr, Dept Pathol & Lab Med, Lebanon, NH 03756 USA
[4] Shanghai Jaiotong Univ, Sch Med, Shanghai Inst Immunol, Shanghai, Peoples R China
[5] McGovern Med Sch, Ctr Antimicrobial Resistance & Microbial Genom, Houston, TX 77030 USA
[6] Yale Univ, Dept Comp Sci, POB 2158, New Haven, CT 06520 USA
基金
美国国家卫生研究院;
关键词
DATABASE; DIVERSITY; ALIGNMENT; BACTERIA; GENOMES; ARCHAEA; READS; TOOLS;
D O I
10.1038/s41467-019-13036-1
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 16S rRNA gene has been a mainstay of sequence-based bacterial analysis for decades. However, high-throughput sequencing of the full gene has only recently become a realistic prospect. Here, we use in silico and sequence-based experiments to critically re-evaluate the potential of the 16S gene to provide taxonomic resolution at species and strain level. We demonstrate that targeting of 16S variable regions with short-read sequencing platforms cannot achieve the taxonomic resolution afforded by sequencing the entire (similar to 1500 bp) gene. We further demonstrate that full-length sequencing platforms are sufficiently accurate to resolve subtle nucleotide substitutions (but not insertions/deletions) that exist between intragenomic copies of the 16S gene. In consequence, we argue that modern analysis approaches must necessarily account for intragenomic variation between 16S gene copies. In particular, we demonstrate that appropriate treatment of full-length 16S intragenomic copy variants has the potential to provide taxonomic resolution of bacterial communities at species and strain level.
引用
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页数:11
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