Challenges in Understanding Genome-Wide DNA Methylation

被引:1
作者
张伟奇
Andrew D. Smith
机构
[1] ACM
[2] Cold Spring Harbor Laboratory, Cold Spring Harbor
[3] Bioinformatics Division, TNLIST and MOE Key Lab of Bioinformatics, Tsinghua University
[4] Department of Biological Sciences, University of Southern California
关键词
DNA methylation; epigenome; computational epigenomics;
D O I
暂无
中图分类号
Q75 [分子遗传学];
学科分类号
071007 ;
摘要
DNA methylation is a chemical modification of the bases in genomes. This modification, most frequently found at CpG dinucleotides in eukaryotes, has been identified as having multiple critical functions in broad and diverse species of animals and plants, while mysteriously appears to be lacking from several other well-studied species. DNA methylation has well known and important roles in genome stability and defense, its pattern change highly correlates with gene regulation. Much evidence has linked abnormal DNA methylation to human diseases. Most prominently, aberrant DNA methylation is a common feature of cancer genomes. Elucidating the precise functions of DNA methylation therefore has great biomedical significance. Here we provide an update on large-scale experimental technologies for detecting DNA methylation on a genomic scale. We also discuss new prospect and challenges that computational biologist will face when analyzing DNA methylation data.
引用
收藏
页码:26 / 34
页数:9
相关论文
共 17 条
[1]  
New Generations: Sequencing Machines and Their Computational Challenges[J]. David C. Schwartz,Michael S. Waterman.Journal of Computer Science & Technology. 2010(01)
[2]   Genome-scale relationships between cytosine methylation and dinucleotide abundances in animals [J].
Simmen, Martin W. .
GENOMICS, 2008, 92 (01) :33-40
[3]   Viral population estimation using pyrosequencing [J].
Eriksson, Nicholas ;
Pachter, Lior ;
Mitsuya, Yumi ;
Rhee, Soo-Yon ;
Wang, Chunlin ;
Gharizadeh, Baback ;
Ronaghi, Mostafa ;
Shafer, Robert W. ;
Beerenwinkel, Niko .
PLOS COMPUTATIONAL BIOLOGY, 2008, 4 (05)
[4]   Mutational spectrum in the recent human genome inferred by single nucleotide polymorphisms [J].
Jiang, Cizhong ;
Zhao, Zhongming .
GENOMICS, 2006, 88 (05) :527-534
[5]   Bisulfite-modified target DNA array for aberrant methylation analysis [J].
Zhou, DR ;
Qiao, WQ ;
Yang, LG ;
Lu, ZH .
ANALYTICAL BIOCHEMISTRY, 2006, 351 (01) :26-35
[6]   DNA binding selectivity of MeCP2 due to a requirement for A/T sequences adjacent to methyl-CpG [J].
Klose, RJ ;
Sarraf, SA ;
Schmiedeberg, L ;
McDermott, SM ;
Stancheva, I ;
Bird, AP .
MOLECULAR CELL, 2005, 19 (05) :667-678
[7]  
METAGENOMICS: Genomic Analysis of Microbial Communities[J] . Christian S. Riesenfeld,Patrick D. Schloss,Jo Handelsman.Annual Review of Genetics . 2004
[8]   Predicting gene expression from sequence [J].
Beer, MA ;
Tavazoie, S .
CELL, 2004, 117 (02) :185-198
[9]  
GENOMIC IMPRINTING: Intricacies of Epigenetic Regulation in Clusters[J] . Raluca I. Verona,Mellissa R.W. Mann,Marisa S. Bartolomei.Annual Review of Cell and Developmental Biology . 2003
[10]   Cytosine methylation mediates sexual conflict [J].
Bestor, TH .
TRENDS IN GENETICS, 2003, 19 (04) :185-190