Antweiler Kai, Schreiter Susanne, Keilwagen Jens, Baldrian Petr, Kropf Siegfried, Smalla Kornelia, Grosch Rita, Heuer Holger
Department for Biometry and Medical Informatics, Otto-von-Guericke University Magdeburg, Magdeburg, Germany.
Department of Epidemiology and Pathogen Diagnostics, Julius Kühn-Institut - Federal Research Centre for Cultivated Plants, Braunschweig, Germany.
Microb Biotechnol. 2017 Mar;10(2):434-449. doi: 10.1111/1751-7915.12595. Epub 2017 Jan 23.
A statistical method was developed to test for equivalence of microbial communities analysed by next-generation sequencing of amplicons. The test uses Bray-Curtis distances between the microbial community structures and is based on a two-sample jackknife procedure. This approach was applied to investigate putative effects of the antifungal biocontrol strain RU47 on fungal communities in three arable soils which were analysed by high-throughput ITS amplicon sequencing. Two contrasting workflows to produce abundance tables of operational taxonomic units from sequence data were applied. For both, the developed test indicated highly significant equivalence of the fungal communities with or without previous exposure to RU47 for all soil types, with reference to fungal community differences in conjunction with field site or cropping history. However, minor effects of RU47 on fungal communities were statistically significant using highly sensitive multivariate tests. Nearly all fungal taxa responding to RU47 increased in relative abundance indicating the absence of ecotoxicological effects. Use of the developed equivalence test is not restricted to evaluate effects on soil microbial communities by inoculants for biocontrol, bioremediation or other purposes, but could also be applied for biosafety assessment of compounds like pesticides, or genetically engineered plants.
开发了一种统计方法,用于检验通过扩增子的下一代测序分析的微生物群落的等效性。该测试使用微生物群落结构之间的Bray-Curtis距离,并基于双样本刀切法。将该方法应用于研究抗真菌生物防治菌株RU47对三种耕地土壤中真菌群落的假定影响,这些土壤通过高通量ITS扩增子测序进行分析。应用了两种不同的工作流程,从序列数据生成操作分类单元的丰度表。对于这两种工作流程,所开发的测试表明,对于所有土壤类型,无论之前是否接触过RU47,真菌群落都具有高度显著的等效性,这是参照结合田间地点或种植历史的真菌群落差异而言的。然而,使用高度敏感的多变量测试时,RU47对真菌群落的微小影响在统计学上是显著的。几乎所有对RU47有反应的真菌类群的相对丰度都有所增加,表明不存在生态毒理学影响。所开发的等效性测试的应用不限于评估用于生物防治、生物修复或其他目的的接种剂对土壤微生物群落的影响,还可应用于农药等化合物或转基因植物的生物安全性评估。