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引物设计对基于扩增子的宏基因组分析准确性的影响:双歧杆菌群落结构的详细见解

The Impact of Primer Design on Amplicon-Based Metagenomic Profiling Accuracy: Detailed Insights into Bifidobacterial Community Structure.

作者信息

Mancabelli Leonardo, Milani Christian, Lugli Gabriele Andrea, Fontana Federico, Turroni Francesca, van Sinderen Douwe, Ventura Marco

机构信息

Laboratory of Probiogenomics, Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, 43124 Parma, Italy.

APC Microbiome Institute and School of Microbiology, Bioscience Institute, National University of Ireland, T12 YT20 Cork, Ireland.

出版信息

Microorganisms. 2020 Jan 17;8(1):131. doi: 10.3390/microorganisms8010131.

Abstract

Next Generation Sequencing (NGS) technologies have overcome the limitations of cultivation-dependent approaches and allowed detailed study of bacterial populations that inhabit the human body. The consortium of bacteria residing in the human intestinal tract, also known as the gut microbiota, impacts several physiological processes important for preservation of the health status of the host. The most widespread microbiota profiling method is based on amplification and sequencing of a variable portion of the 16S rRNA gene as a universal taxonomic marker among members of the Bacteria domain. Despite its popularity and obvious advantages, this 16S rRNA gene-based approach comes with some important limitations. In particular, the choice of the primer pair for amplification plays a major role in defining the accuracy of the reconstructed bacterial profiles. In the current study, we performed an in silico PCR using all currently described 16S rRNA gene-targeting primer pairs (PP) in order to assess their efficiency. Our results show that V3, V4, V5, and V6 were the optimal regions on which to design 16S rRNA metagenomic primers. In detail, PP39 (Probio_Uni/Probio_Rev), PP41 (341F/534R), and PP72 (970F/1050R) were the most suitable primer pairs with an amplification efficiency of >98.5%. Furthermore, the genus was examined as a test case for accurate evaluation of intra-genus performances at subspecies level. Intriguingly, the in silico analysis revealed that primer pair PP55 (527f/1406r) was unable to amplify the targeted region of any member of this bacterial genus, while several other primer pairs seem to rather inefficiently amplify the target region of the main bifidobacterial taxa. These results highlight that selection of a 16S rRNA gene-based PP should be done with utmost care in order to avoid biases in microbiota profiling results.

摘要

新一代测序(NGS)技术克服了依赖培养方法的局限性,使得对居住在人体中的细菌群体进行详细研究成为可能。存在于人类肠道中的细菌群落,也被称为肠道微生物群,会影响对维持宿主健康状态至关重要的几个生理过程。最广泛使用的微生物群分析方法是基于对16S rRNA基因可变部分的扩增和测序,该基因是细菌域成员之间通用的分类标记。尽管这种基于16S rRNA基因的方法很受欢迎且具有明显优势,但它也存在一些重要局限性。特别是,用于扩增的引物对的选择在确定重建细菌图谱的准确性方面起着主要作用。在本研究中,我们使用所有目前描述的靶向16S rRNA基因的引物对(PP)进行了虚拟PCR,以评估它们的效率。我们的结果表明,V3、V4、V5和V6是设计16S rRNA宏基因组引物的最佳区域。详细来说,PP39(Probio_Uni/Probio_Rev)、PP41(341F/534R)和PP72(970F/1050R)是最合适的引物对,扩增效率>98.5%。此外,以该属作为测试案例,在亚种水平上准确评估属内性能。有趣的是,虚拟分析表明引物对PP55(527f/1406r)无法扩增该细菌属任何成员的靶向区域,而其他几个引物对似乎对主要双歧杆菌类群的靶向区域扩增效率相当低。这些结果突出表明,在基于16S rRNA基因的PP选择时应极其谨慎,以避免微生物群分析结果出现偏差。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/651b/7023036/9a83ef26a1d7/microorganisms-08-00131-g001.jpg

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