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Invited Commentary: The Microbiome and Population Health—Considerations for Enhancing Study Design and Data Analysis in Observational and Interventional Epidemiology

机译:邀请评论:微生物组和人口健康 - 在观察和介入流行病学中提高研究设计和数据分析的考虑

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摘要

Measurement and characterization of the human microbiome in large population-based human studies has recently become a reality secondary to technological advances in high-throughput DNA sequencing. These advances bring new challenges and knowledge gaps for study planning, data analysis, and interpretation that are novel to large-scale epidemiologic studies. In this issue of the Journal, Sinha et al. (Am J Epidemiol. 2018;187(6):1282–1290) have provided data with which to inform statistical power and sample size requirements for microbiome studies in population-based settings. This work serves as a helpful starting point for study planning while also serving as a springboard for discussion regarding additional considerations for improving microbiome research. This commentary emphasizes the importance of selecting microbiome metrics appropriate for the biological hypothesis under investigation, as well as the need for new analytical tools that can better capitalize on the unique yet rich information contained in microbiome data sets.
机译:基于大群人类研究中的人微生物组的测量和表征最近成为高通量DNA测序中的技术进步的现实。这些进展为研究规划,数据分析和解释提供了新的挑战和知识差距,这些缺点是大规模流行病学研究的新颖。在这个期刊上,Sinha等人。 (AM j eDemiol。2018; 187(6):1282-1290)提供了数据,可以为基于人口的环境中的微生物组研究提供信息的数据。这项工作是学习规划的有用起点,同时也作为跳板,用于讨论改善微生物组研究的其他考虑因素。此评论强调为在调查中选择适合生物假设的微生物组指标的重要性,以及需要更好地利用微生物组数据集中包含的独特且丰富的信息的新分析工具。

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