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Assocplots: a Python package for static and interactive visualization of multiple-group GWAS results

机译:Assocplots:一个Python包用于对多组GWAS结果进行静态和交互式可视化

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摘要

SummaryOver the last decade, genome-wide association studies (GWAS) have generated vast amounts of analysis results, requiring development of novel tools for data visualization. Quantile–quantile (QQ) plots and Manhattan plots are classical tools which have been utilized to visually summarize GWAS results and identify genetic variants significantly associated with traits of interest. However, static visualizations are limiting in the information that can be shown. Here, we present >Assocplots, a Python package for viewing and exploring GWAS results not only using classic static Manhattan and QQ plots, but also through a dynamic extension which allows to interactively visualize the relationships between GWAS results from multiple cohorts or studies.
机译:摘要在过去的十年中,全基因组关联研究(GWAS)产生了大量分析结果,需要开发新颖的数据可视化工具。分位数-分位数(QQ)图和曼哈顿图是经典工具,已用于可视化地汇总GWAS结果并识别与目标性状显着相关的遗传变异。但是,静态可视化限制了可以显示的信息。在这里,我们介绍> Assocplots ,这是一个Python软件包,用于查看和浏览GWAS结果,不仅使用经典的静态Manhattan和QQ图,而且还通过动态扩展来交互式地可视化多个GWAS结果之间的关系。队列或研究。

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