Literature DB >> 35037220

Analysis of Bisulfite Sequencing Data Using Bismark and DMRcaller to Identify Differentially Methylated Regions.

HueyTyng Lee1.   

Abstract

The mechanism of the addition of a methyl group to cytosine has been identified as one of several heritable epigenetic mechanisms. In plants, DNA methylation is involved in mediating response to stress, plant development, polyploidy, and domestication through regulation of gene expression. The correlation of epigenetic variation to phenotypic traits expands our understanding toward plant evolution, and provides new source for targeted manipulation in crop improvement. To address the increasing interest to map methylation landscape in plant species, this chapter describes methods to analyze bisulfite sequencing data and identify epigenetic variation between samples. We also detailed guidelines to highlight possible optimizations, as well as ways to tailor parameters according to data and biological variability.
© 2022. The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature.

Entities:  

Keywords:  Bismark; Bisulfite sequencing; Differentially methylated region; Epigenetic variation; Epigenetics; Methylation; dmrcaller

Mesh:

Substances:

Year:  2022        PMID: 35037220     DOI: 10.1007/978-1-0716-2067-0_23

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  36 in total

1.  A genomic sequencing protocol that yields a positive display of 5-methylcytosine residues in individual DNA strands.

Authors:  M Frommer; L E McDonald; D S Millar; C M Collis; F Watt; G W Grigg; P L Molloy; C L Paul
Journal:  Proc Natl Acad Sci U S A       Date:  1992-03-01       Impact factor: 11.205

2.  A DEMETER-like DNA demethylase governs tomato fruit ripening.

Authors:  Ruie Liu; Alexandre How-Kit; Linda Stammitti; Emeline Teyssier; Dominique Rolin; Anne Mortain-Bertrand; Stefanie Halle; Mingchun Liu; Junhua Kong; Chaoqun Wu; Charlotte Degraeve-Guibault; Natalie H Chapman; Mickael Maucourt; T Charlie Hodgman; Jörg Tost; Mondher Bouzayen; Yiguo Hong; Graham B Seymour; James J Giovannoni; Philippe Gallusci
Journal:  Proc Natl Acad Sci U S A       Date:  2015-08-10       Impact factor: 11.205

Review 3.  Dynamics and function of DNA methylation in plants.

Authors:  Huiming Zhang; Zhaobo Lang; Jian-Kang Zhu
Journal:  Nat Rev Mol Cell Biol       Date:  2018-08       Impact factor: 94.444

4.  Single-base resolution methylomes of tomato fruit development reveal epigenome modifications associated with ripening.

Authors:  Silin Zhong; Zhangjun Fei; Yun-Ru Chen; Yi Zheng; Mingyun Huang; Julia Vrebalov; Ryan McQuinn; Nigel Gapper; Bao Liu; Jenny Xiang; Ying Shao; James J Giovannoni
Journal:  Nat Biotechnol       Date:  2013-01-27       Impact factor: 54.908

5.  Detecting DNA cytosine methylation using nanopore sequencing.

Authors:  Jared T Simpson; Rachael E Workman; P C Zuzarte; Matei David; L J Dursi; Winston Timp
Journal:  Nat Methods       Date:  2017-02-20       Impact factor: 28.547

Review 6.  Establishing, maintaining and modifying DNA methylation patterns in plants and animals.

Authors:  Julie A Law; Steven E Jacobsen
Journal:  Nat Rev Genet       Date:  2010-03       Impact factor: 53.242

7.  Sequence specificity of methylation in higher plant DNA.

Authors:  Y Gruenbaum; T Naveh-Many; H Cedar; A Razin
Journal:  Nature       Date:  1981-08-27       Impact factor: 49.962

8.  Bismark: a flexible aligner and methylation caller for Bisulfite-Seq applications.

Authors:  Felix Krueger; Simon R Andrews
Journal:  Bioinformatics       Date:  2011-04-14       Impact factor: 6.937

9.  Epigenomic and functional analyses reveal roles of epialleles in the loss of photoperiod sensitivity during domestication of allotetraploid cottons.

Authors:  Qingxin Song; Tianzhen Zhang; David M Stelly; Z Jeffrey Chen
Journal:  Genome Biol       Date:  2017-05-31       Impact factor: 13.583

10.  Widespread natural variation of DNA methylation within angiosperms.

Authors:  Chad E Niederhuth; Adam J Bewick; Lexiang Ji; Magdy S Alabady; Kyung Do Kim; Qing Li; Nicholas A Rohr; Aditi Rambani; John M Burke; Joshua A Udall; Chiedozie Egesi; Jeremy Schmutz; Jane Grimwood; Scott A Jackson; Nathan M Springer; Robert J Schmitz
Journal:  Genome Biol       Date:  2016-09-27       Impact factor: 13.583

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