Towards standards for human fecal sample processing in metagenomic studies

基因组 微生物群 可比性 DNA提取 生物 人体微生物群 粪便 计算生物学 可转让性 计算机科学 生物信息学 微生物学 遗传学 聚合酶链反应 数学 基因 机器学习 组合数学 罗伊特
作者
Paul Igor Costea,Georg Zeller,Shinichi Sunagawa,Éric Pelletier,Adriana Alberti,Florence Levenez,Melanie Tramontano,Marja Driessen,Rajna Hercog,Ferris Jung,Jens Roat Kultima,Matthew R. Hayward,Luís Pedro Coelho,Emma Allen‐Vercoe,Laurie Bertrand,Michaël Blaut,Jillian R. Brown,Thomas Carton,Stéphanie Cools-Portier,Michelle C. Daigneault,Muriel Derrien,Anne Druesne,Willem M. de Vos,B. Brett Finlay,Harry J. Flint,Francisco Guarner,Masahira Hattori,Hans G.H.J. Heilig,Ruth Ann Luna,Johan van Hylckama Vlieg,Jana Junick,Ingeborg Klymiuk,Philippe Langella,Emmanuelle Le Chatelier,Volker Mai,Chaysavanh Manichanh,Jennifer C. Martin,Clémentine Mery,Hidetoshi Morita,Paul W. O’Toole,Céline Orvain,Kiran Raosaheb Patil,John Penders,Søren Persson,Nicolas Pons,Milena Popova,Anne Salonen,Delphine Saulnier,Karen P. Scott,Bhagirath Singh,Kathleen Slezak,Patrick Veiga,James Versalovic,Liping Zhao,Erwin G. Zoetendal,S. Dusko Ehrlich,Joël Doré,Peer Bork
出处
期刊:Nature Biotechnology [Springer Nature]
卷期号:35 (11): 1069-1076 被引量:671
标识
DOI:10.1038/nbt.3960
摘要

Testing 21 different fecal DNA extraction protocols in multiple laboratories results in a standardized protocol with the potential to improve comparability across human gut microbiome studies. Technical variation in metagenomic analysis must be minimized to confidently assess the contributions of microbiota to human health. Here we tested 21 representative DNA extraction protocols on the same fecal samples and quantified differences in observed microbial community composition. We compared them with differences due to library preparation and sample storage, which we contrasted with observed biological variation within the same specimen or within an individual over time. We found that DNA extraction had the largest effect on the outcome of metagenomic analysis. To rank DNA extraction protocols, we considered resulting DNA quantity and quality, and we ascertained biases in estimates of community diversity and the ratio between Gram-positive and Gram-negative bacteria. We recommend a standardized DNA extraction method for human fecal samples, for which transferability across labs was established and which was further benchmarked using a mock community of known composition. Its adoption will improve comparability of human gut microbiome studies and facilitate meta-analyses.
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