Analysis of the microbiome: Advantages of whole genome shotgun versus 16S amplicon sequencing

霰弹枪测序 微生物群 放大器 康蒂格 生物 计算生物学 猎枪 扩增子测序 基因组 基因组 核糖体RNA 16S核糖体RNA 人类微生物组计划 人体微生物群 遗传学 DNA测序 顺序装配 深度测序 基因 聚合酶链反应 转录组 基因表达
作者
Ravi Ranjan,Asha Rani,Ammal M. Metwally,Halvor S. McGee,David L. Perkins
出处
期刊:Biochemical and Biophysical Research Communications [Elsevier]
卷期号:469 (4): 967-977 被引量:648
标识
DOI:10.1016/j.bbrc.2015.12.083
摘要

The human microbiome has emerged as a major player in regulating human health and disease. Translational studies of the microbiome have the potential to indicate clinical applications such as fecal transplants and probiotics. However, one major issue is accurate identification of microbes constituting the microbiota. Studies of the microbiome have frequently utilized sequencing of the conserved 16S ribosomal RNA (rRNA) gene. We present a comparative study of an alternative approach using whole genome shotgun sequencing (WGS). In the present study, we analyzed the human fecal microbiome compiling a total of 194.1 × 10(6) reads from a single sample using multiple sequencing methods and platforms. Specifically, after establishing the reproducibility of our methods with extensive multiplexing, we compared: 1) The 16S rRNA amplicon versus the WGS method, 2) the Illumina HiSeq versus MiSeq platforms, 3) the analysis of reads versus de novo assembled contigs, and 4) the effect of shorter versus longer reads. Our study demonstrates that whole genome shotgun sequencing has multiple advantages compared with the 16S amplicon method including enhanced detection of bacterial species, increased detection of diversity and increased prediction of genes. In addition, increased length, either due to longer reads or the assembly of contigs, improved the accuracy of species detection.
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