Comparative evaluation of analytical pipelines for illumina short- and nanopore long-read 16S rRNA gene amplicon sequencing with mock microbial communities

IF 1.7 4区 生物学 Q4 BIOCHEMICAL RESEARCH METHODS
Yusuke Ota , Kei Yasunaga , Samiratu Mahazu , Isaac Prah , Satoshi Nagai , Takaya Hayashi , Masato Suzuki , Mitsunori Yoshida , Yoshihiko Hoshino , Yukihiro Akeda , Toshihiko Suzuki , Yoshiaki Gu , Ryoichi Saito
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引用次数: 0

Abstract

Utility of a recently developed long-read pipeline, Emu, was assessed using an expectation-maximization algorithm for accurate read classification. We compared it to conventional short- and long-read pipelines, using well-characterized mock bacterial samples. Our findings highlight the necessity of appropriate data-processing for taxonomic descriptions, expanding our understanding of the precise microbiome.

利用模拟微生物群落对illumina短线程和纳米孔长线程16S rRNA基因扩增片段测序的分析管道进行比较评估
我们使用期望最大化算法评估了最近开发的长读数管道 Emu 的效用,以实现准确的读数分类。我们使用表征良好的模拟细菌样本,将其与传统的短读数和长读数管道进行了比较。我们的研究结果凸显了对分类描述进行适当数据处理的必要性,从而扩大了我们对精确微生物组的了解。
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来源期刊
Journal of microbiological methods
Journal of microbiological methods 生物-生化研究方法
CiteScore
4.30
自引率
4.50%
发文量
151
审稿时长
29 days
期刊介绍: The Journal of Microbiological Methods publishes scholarly and original articles, notes and review articles. These articles must include novel and/or state-of-the-art methods, or significant improvements to existing methods. Novel and innovative applications of current methods that are validated and useful will also be published. JMM strives for scholarship, innovation and excellence. This demands scientific rigour, the best available methods and technologies, correctly replicated experiments/tests, the inclusion of proper controls, calibrations, and the correct statistical analysis. The presentation of the data must support the interpretation of the method/approach. All aspects of microbiology are covered, except virology. These include agricultural microbiology, applied and environmental microbiology, bioassays, bioinformatics, biotechnology, biochemical microbiology, clinical microbiology, diagnostics, food monitoring and quality control microbiology, microbial genetics and genomics, geomicrobiology, microbiome methods regardless of habitat, high through-put sequencing methods and analysis, microbial pathogenesis and host responses, metabolomics, metagenomics, metaproteomics, microbial ecology and diversity, microbial physiology, microbial ultra-structure, microscopic and imaging methods, molecular microbiology, mycology, novel mathematical microbiology and modelling, parasitology, plant-microbe interactions, protein markers/profiles, proteomics, pyrosequencing, public health microbiology, radioisotopes applied to microbiology, robotics applied to microbiological methods,rumen microbiology, microbiological methods for space missions and extreme environments, sampling methods and samplers, soil and sediment microbiology, transcriptomics, veterinary microbiology, sero-diagnostics and typing/identification.
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