Mahmoudiandehkordi Soroush, Maadooliat Mehdi, Schrodi Steven J
Department of Mathematical and Statistical Sciences, Marquette University, Milwaukee, WI 53233, United States.
Department of Medical Genetics, University of Wisconsin-Madison, Madison, WI 53706, United States.
Bioinform Adv. 2024 Jul 31;4(1):vbae115. doi: 10.1093/bioadv/vbae115. eCollection 2024.
Genome-wide identity by descent (gwid) is an R package developed for the analysis of identity-by-descent (IBD) data pertaining to dichotomous traits. This package offers a set of tools to assess differential IBD levels for the two states of a binary trait, yielding informative and meaningful results. Furthermore, it provides convenient functions to visualize the outcomes of these analyses, enhancing the interpretability and accessibility of the results. To assess the performance of the package, we conducted an evaluation using real genotype data derived from the SNPs to investigate rheumatoid arthritis susceptibility from the Marshfield Clinic Personalized Medicine Research Project.
gwid is available as an open-source R package. Release versions can be accessed on CRAN (https://cran.r-project.org/package=gwid) for all major operating systems. The development version is maintained on GitHub (https://github.com/soroushmdg/gwid) and full documentation with examples and workflow templates is provided the package website (http://tinyurl.com/gwid-tutorial). An interactive R Shiny dashboard is also developed (https://tinyurl.com/gwid-shiny).
全基因组同源性(gwid)是一个R软件包,用于分析与二分性状相关的同源性(IBD)数据。该软件包提供了一组工具,用于评估二元性状两种状态下的差异IBD水平,产生信息丰富且有意义的结果。此外,它还提供了方便的函数来可视化这些分析的结果,增强了结果的可解释性和可访问性。为了评估该软件包的性能,我们使用来自马什菲尔德诊所个性化医学研究项目中用于研究类风湿性关节炎易感性的单核苷酸多态性(SNP)的真实基因型数据进行了评估。
gwid作为一个开源R软件包提供。所有主流操作系统都可以在CRAN(https://cran.r-project.org/package=gwid)上获取发布版本。开发版本在GitHub(https://github.com/soroushmdg/gwid)上维护,并且在软件包网站(http://tinyurl.com/gwid-tutorial)上提供了带有示例和工作流程模板的完整文档。还开发了一个交互式R Shiny仪表板(https://tinyurl.com/gwid-shiny)。