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gyōza:一个Snakemake工作流程,用于对深度突变扫描数据的模块化分析

Romain Durand^1,2,3,4, Alicia Pageau^1,2,3,4, Christian R Landry^1,2,3,4

¹Département de Biochimie, de Microbiologie et de Bio-Informatique, Faculté des Sciences et de Génie, Université Laval, Québec (QC), G1V 0A6, Canada.

|September 21, 2025

概括

我们开发了gyōza,这是一个用户友好的工作流程,用于分析深度突变扫描 (DMS) 数据. 该工具简化了从原始测序到功能影响评分的过程,帮助蛋白质工程和药物发现研究.

科学领域:

分子生物学分子生物学
生物信息学是一种生物信息学.
蛋白质工程是指蛋白质工程.

背景情况:

深度突变扫描 (DMS) 是一种分析蛋白质变异的高通量方法.
现有的DMS分析方法可能很复杂,需要大量的编程专业知识.
需要可访问的工具来解释大规模的DMS数据集.

研究的目的:

介绍gyōza,一个基于Snakemake的分析DMS数据的工作流.
提供一个用户友好的管道,需要最小的编程知识.
为了促进DMS实验的解释,包括时间序列分析.

主要方法:

开发了一个名为gyōza的Snakemake工作流.
综合质量控制措施.
自动生成用于数据可视化的HTML报告.

主要成果:

gyōza将原始测序数据处理成功能影响评分.
工作流包括全面的文档,以方便使用.
该管道旨在有效分析时间序列DMS实验.

结论:

gyōza 简化和标准化了 DMS 数据分析.
该工具降低了使用DMS的研究人员的进入障碍.
预计gyōza将加速蛋白质科学和相关领域的发现.

关键词:

在 DMS 中使用 DMS.蛇制造者蛇制造者通过深度突变扫描进行深度突变扫描.吉奥扎 (gyōza) 的意思是说突变发生的突变发生.突变效应是突变的影响.选择的选择选择的选择.测序的测序是指测序的测序.工作流的工作流.

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