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

被引:120
作者
Perez-Figueroa, A. [1 ]
机构
[1] Univ Vigo, Dept Bioquim Genet & Inmunol, Fac Biol, Vigo 36310, Spain
关键词
DNA methylation; MSAP; epigenetic variation; epigenetic differentiation; DNA METHYLATION; AMPLIFICATION; POPULATIONS; PATTERNS; PACKAGE; AFLP;
D O I
10.1111/1755-0998.12064
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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.
引用
收藏
页码:522 / 527
页数:6
相关论文
共 35 条
[1]   Environmentally induced phenotypes and DNA methylation: how to deal with unpredictable conditions until the next generation and after [J].
Angers, Bernard ;
Castonguay, Emilie ;
Massicotte, Rachel .
MOLECULAR ECOLOGY, 2010, 19 (07) :1283-1295
[2]  
[Anonymous], 2011, R: A Language and Environment for Statistical Computing
[3]   No evidence for large differences in genomic methylation between wild and hatchery steelhead (Oncorhynchus mykiss) [J].
Blouin, Michael S. ;
Thuillier, Virginie ;
Cooper, Becky ;
Amarasinghe, Vindhya ;
Cluzel, Laura ;
Araki, Hitoshi ;
Grunau, Christoph .
CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES, 2010, 67 (02) :217-224
[4]   Statistical analysis of amplified fragment length polymorphism data: a toolbox for molecular ecologists and evolutionists [J].
Bonin, A. ;
Ehrich, D. ;
Manel, S. .
MOLECULAR ECOLOGY, 2007, 16 (18) :3737-3758
[5]  
Buchta C, 2007, CBA CLUSTERING BUSIN
[6]   Analysis of DNA methylation in Arabidopsis thaliana based on methylation-sensitive AFLP markers [J].
Cervera, MT ;
Ruiz-García, L ;
Martínez-Zapater, JM .
MOLECULAR GENETICS AND GENOMICS, 2002, 268 (04) :543-552
[7]   Genetic and epigenetic variation in a cosmopolitan grass Poa annua from Antarctic and Polish populations [J].
Chwedorzewska, Katarzyna J. ;
Bednarek, Piotr T. .
POLISH POLAR RESEARCH, 2012, 33 (01) :63-80
[8]   Polymorphism and methylation patterns in Agave tequilana Weber var. 'Azul' plants propagated asexually by three different methods [J].
Diaz-Martinez, Miriam ;
Nava-Cedillo, Alejandro ;
Alfredo Guzman-Lopez, Jose ;
Escobar-Guzman, Rocio ;
Simpson, June .
PLANT SCIENCE, 2012, 185 :321-330
[9]  
Dray S., 2007, R NEWS, V7, P47, DOI DOI 10.1159/000323281
[10]   The ade4 package: Implementing the duality diagram for ecologists [J].
Dray, Stephane ;
Dufour, Anne-Beatrice .
JOURNAL OF STATISTICAL SOFTWARE, 2007, 22 (04) :1-20