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基于分子数据集对微生物群落进行比较分析的生态指数的批判性评估。

A critical evaluation of ecological indices for the comparative analysis of microbial communities based on molecular datasets.

作者信息

Lucas Rico, Groeneveld Jürgen, Harms Hauke, Johst Karin, Frank Karin, Kleinsteuber Sabine

机构信息

UFZ-Helmholtz Centre for Environmental Research, Department of Environmental Microbiology, Permoserstr. 15, 04318 Leipzig, Germany.

UFZ-Helmholtz Centre for Environmental Research, Department of Ecological Modelling, Permoserstr. 15, 04318 Leipzig, Germany.

出版信息

FEMS Microbiol Ecol. 2017 Jan;93(1). doi: 10.1093/femsec/fiw209. Epub 2016 Oct 8.

DOI:10.1093/femsec/fiw209
PMID:27798064
Abstract

In times of global change and intensified resource exploitation, advanced knowledge of ecophysiological processes in natural and engineered systems driven by complex microbial communities is crucial for both safeguarding environmental processes and optimising rational control of biotechnological processes. To gain such knowledge, high-throughput molecular techniques are routinely employed to investigate microbial community composition and dynamics within a wide range of natural or engineered environments. However, for molecular dataset analyses no consensus about a generally applicable alpha diversity concept and no appropriate benchmarking of corresponding statistical indices exist yet. To overcome this, we listed criteria for the appropriateness of an index for such analyses and systematically scrutinised commonly employed ecological indices describing diversity, evenness and richness based on artificial and real molecular datasets. We identified appropriate indices warranting interstudy comparability and intuitive interpretability. The unified diversity concept based on 'effective numbers of types' provides the mathematical framework for describing community composition. Additionally, the Bray-Curtis dissimilarity as a beta-diversity index was found to reflect compositional changes. The employed statistical procedure is presented comprising commented R-scripts and example datasets for user-friendly trial application.

摘要

在全球变化和资源开发加剧的时代,了解由复杂微生物群落驱动的自然和工程系统中的生态生理过程的先进知识,对于保护环境过程和优化生物技术过程的合理控制都至关重要。为了获得此类知识,高通量分子技术通常用于研究广泛的自然或工程环境中的微生物群落组成和动态。然而,对于分子数据集分析,目前尚无关于普遍适用的α多样性概念的共识,也不存在相应统计指标的适当基准。为了克服这一问题,我们列出了此类分析指标适宜性的标准,并基于人工和真实分子数据集系统地审查了描述多样性、均匀度和丰富度的常用生态指标。我们确定了保证研究间可比性和直观可解释性的适当指标。基于“有效类型数”的统一多样性概念为描述群落组成提供了数学框架。此外,发现作为β多样性指数的Bray-Curtis差异反映了组成变化。本文介绍了所采用的统计程序,包括带注释的R脚本和示例数据集,以便用户友好地进行试用。

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