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msap:一种用于甲基化敏感扩增多态性数据分析的工具。

msap: a tool for the statistical analysis of methylation-sensitive amplified polymorphism data.

机构信息

Departamento de Bioquímica, Genética e Inmunología, Facultad de Biología, Universidad de Vigo, 36310, Vigo, Spain.

出版信息

Mol Ecol Resour. 2013 May;13(3):522-7. doi: 10.1111/1755-0998.12064. Epub 2013 Jan 11.

Abstract

In this study msap, an R package which analyses methylation-sensitive amplified polymorphism (MSAP or MS-AFLP) data is presented. The program provides a deep analysis of epigenetic variation starting from a binary data matrix indicating the banding pattern between the isoesquizomeric endonucleases HpaII and MspI, with differential sensitivity to cytosine methylation. After comparing the restriction fragments, the program determines if each fragment is susceptible to methylation (representative of epigenetic variation) or if there is no evidence of methylation (representative of genetic variation). The package provides, in a user-friendly command line interface, a pipeline of different analyses of the variation (genetic and epigenetic) among user-defined groups of samples, as well as the classification of the methylation occurrences in those groups. Statistical testing provides support to the analyses. A comprehensive report of the analyses and several useful plots could help researchers to assess the epigenetic and genetic variation in their MSAP experiments. msap is downloadable from CRAN (http://cran.r-project.org/) and its own webpage (http://msap.r-forge.R-project.org/). The package is intended to be easy to use even for those people unfamiliar with the R command line environment. Advanced users may take advantage of the available source code to adapt msap to more complex analyses.

摘要

在这项研究中,介绍了一个名为 msap 的 R 包,它可以分析甲基化敏感扩增多态性(MSAP 或 MS-AFLP)数据。该程序提供了从指示异源内切酶 HpaII 和 MspI 之间带型模式的二值数据矩阵开始的表观遗传变异的深度分析,该模式对胞嘧啶甲基化具有不同的敏感性。在比较了限制片段后,该程序确定每个片段是否易受甲基化(代表表观遗传变异),或者是否没有证据表明存在甲基化(代表遗传变异)。该软件包在用户友好的命令行界面中提供了用户定义样本组之间的变异(遗传和表观遗传)的不同分析流水线,以及对这些组中甲基化发生情况的分类。统计检验为分析提供了支持。对分析的综合报告和几个有用的图可以帮助研究人员评估他们的 MSAP 实验中的表观遗传和遗传变异。msap 可从 CRAN(http://cran.r-project.org/)及其自己的网页(http://msap.r-forge.R-project.org/)下载。该软件包旨在即使对于不熟悉 R 命令行环境的人也易于使用。高级用户可以利用可用的源代码将 msap 应用于更复杂的分析。

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