RiboSnake – a user-friendly, robust, reproducible, multipurpose and documentation-extensive pipeline for 16S rRNA gene microbiome analysis

bioRxiv Pub Date : 2024-08-08 DOI:10.1101/2024.08.06.606757
Ann-Kathrin Dörr, Josefa Welling, Adrian Dörr, Jule Gosch, Hannah Möhlen, Ricarda M. Schmithausen, J. Kehrmann, Folker Meyer, I. Kraiselburd
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Abstract

Background Next-generation sequencing for assaying microbial communities has become a standard technique in recent years. However, the initial investment required into in-silico analytics is still quite significant, especially for facilities not focused on bioinformatics. With the rapid decline in costs and growing adoption of sequencing-based methods in a number of fields, validated, fully automated, reproducible and yet flexible pipelines will play a greater role in various scientific fields in the future. Results We present RiboSnake, a validated, automated, reproducible QIIME2-based analysis pipeline implemented in Snakemake for the computational analysis of 16S rRNA gene amplicon sequencing data. The pipeline comes with pre-packaged validated parameter sets, optimized for different sample types. The sets range from complex environmental samples to patient data. The configuration packages can be easily adapted and shared, requiring minimal user input. Conclusion RiboSnake is a new alternative for researchers employing 16S rRNA gene amplicon sequencing and looking for a customizable and yet user-friendly pipeline for microbiome analysis with in-vitro validated settings. The complete analysis generated with a fully automated pipeline based on validated parameter sets for different sample types is a significant improvement to existing methods. The workflow repository can be found on GitHub (https://github.com/IKIM-Essen/RiboSnake).
RiboSnake - 用于 16S rRNA 基因微生物组分析的用户友好型、稳健型、可重现型、多用途和文档丰富型管道
背景 用于检测微生物群落的下一代测序技术近年来已成为一种标准技术。然而,用于室内分析的初始投资仍然相当可观,尤其是对于不专注于生物信息学的机构而言。随着成本的快速下降和基于测序的方法在许多领域的日益广泛应用,经过验证的、全自动的、可重复的和灵活的管道将在未来的各个科学领域发挥更大的作用。结果 我们介绍了 RiboSnake,这是一个基于 QIIME2 的经过验证、自动化、可重现的分析管道,在 Snakemake 中实现,用于 16S rRNA 基因扩增片段测序数据的计算分析。该管道预装了经过验证的参数集,针对不同的样本类型进行了优化。参数集的范围从复杂的环境样本到病人数据。这些配置包可以很容易地调整和共享,只需极少的用户输入。结论 RiboSnake 是采用 16S rRNA 基因扩增片段测序的研究人员的新选择,它为微生物组分析提供了可定制且用户友好的体外验证设置。基于针对不同样本类型的验证参数集的全自动管道所生成的完整分析结果,是对现有方法的重大改进。工作流程库可在 GitHub 上找到 (https://github.com/IKIM-Essen/RiboSnake)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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