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短焦磷酸测序读数足以进行准确的微生物群落分析。

Short pyrosequencing reads suffice for accurate microbial community analysis.

作者信息

Liu Zongzhi, Lozupone Catherine, Hamady Micah, Bushman Frederic D, Knight Rob

机构信息

Department of Chemistry and Biochemistry, UCB 215, University of Colorado at Boulder, Boulder, CO 80309-0215, USA.

出版信息

Nucleic Acids Res. 2007;35(18):e120. doi: 10.1093/nar/gkm541. Epub 2007 Sep 18.

Abstract

Pyrosequencing technology allows us to characterize microbial communities using 16S ribosomal RNA (rRNA) sequences orders of magnitude faster and more cheaply than has previously been possible. However, results from different studies using pyrosequencing and traditional sequencing are often difficult to compare, because amplicons covering different regions of the rRNA might yield different conclusions. We used sequences from over 200 globally dispersed environments to test whether studies that used similar primers clustered together mistakenly, without regard to environment. We then tested whether primer choice affects sequence-based community analyses using UniFrac, our recently-developed method for comparing microbial communities. We performed three tests of primer effects. We tested whether different simulated amplicons generated the same UniFrac clustering results as near-full-length sequences for three recent large-scale studies of microbial communities in the mouse and human gut, and the Guerrero Negro microbial mat. We then repeated this analysis for short sequences (100-, 150-, 200- and 250-base reads) resembling those produced by pyrosequencing. The results show that sequencing effort is best focused on gathering more short sequences rather than fewer longer ones, provided that the primers are chosen wisely, and that community comparison methods such as UniFrac are surprisingly robust to variation in the region sequenced.

摘要

焦磷酸测序技术使我们能够利用16S核糖体RNA(rRNA)序列来表征微生物群落,其速度比以前快几个数量级,成本也低得多。然而,使用焦磷酸测序和传统测序的不同研究结果往往难以比较,因为覆盖rRNA不同区域的扩增子可能会得出不同的结论。我们使用了来自全球200多个不同环境的序列,来测试使用相似引物的研究是否会在不考虑环境的情况下错误地聚集在一起。然后,我们使用最近开发的用于比较微生物群落的UniFrac方法,测试引物选择是否会影响基于序列的群落分析。我们进行了三项引物效应测试。我们测试了不同的模拟扩增子是否能产生与小鼠和人类肠道以及格雷罗内格罗微生物垫中微生物群落的三项近期大规模研究的近全长序列相同的UniFrac聚类结果。然后,我们对类似于焦磷酸测序产生的短序列(100、150、200和250碱基读段)重复了这一分析。结果表明,只要明智地选择引物,测序工作最好集中在收集更多短序列而不是更少的长序列上,并且像UniFrac这样的群落比较方法对测序区域的变化具有惊人的稳健性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90cb/2094085/f0f4fd6e98a1/gkm541f1.jpg

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