BISMA - Fast and accurate bisulfite sequencing data analysis of individual clones from unique and repetitive sequences

被引:190
作者
Rohde, Christian [1 ]
Zhang, Yingying [1 ]
Reinhardt, Richard [2 ]
Jeltsch, Albert [1 ]
机构
[1] Jacobs Univ Bremen, Sch Sci & Engn, D-28725 Bremen, Germany
[2] Max Planck Inst Mol Genet, D-14195 Berlin, Germany
来源
BMC BIOINFORMATICS | 2010年 / 11卷
关键词
DNA METHYLATION; CLUSTAL-W; TOOL; SENSITIVITY; EPIGENETICS; CANCER;
D O I
10.1186/1471-2105-11-230
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background: Bisulfite sequencing is a popular method to analyze DNA methylation patterns at high resolution. A region of interest is targeted by PCR and about 20-50 subcloned DNA molecules are usually analyzed, to determine the methylation status at single CpG sites and molecule resolution. Results: The BISMA (Bisulfite Sequencing DNA Methylation Analysis) software for analysis of primary bisulfite sequencing data implements sequencing data extraction and enhanced data processing, quality controls, analysis and presentation of the methylation state. It uses an improved strategy for detection of clonal molecules and accurate CpG site detection and it supports for the first time analysis of repetitive sequences. Conclusions: BISMA works highly automated but still provides the user full control over all steps of the analysis. The BISMA software is freely available as an online tool for academic purposes for the analysis of bisulfite sequencing data from both unique and repetitive sequences http://biochem.jacobs-university.de/BDPC/BISMA/.
引用
收藏
页数:12
相关论文
共 30 条
[11]   DEVELOPMENTAL DIFFERENCES IN METHYLATION OF HUMAN ALU REPEATS [J].
HELLMANNBLUMBERG, U ;
HINTZ, MFM ;
GATEWOOD, JM ;
SCHMID, CW .
MOLECULAR AND CELLULAR BIOLOGY, 1993, 13 (08) :4523-4530
[12]   Biochemistry and biology of mammalian DNA methyltransferases [J].
Hermann, A ;
Gowher, H ;
Jeltsch, A .
CELLULAR AND MOLECULAR LIFE SCIENCES, 2004, 61 (19-20) :2571-2587
[13]   CyMATE: a new tool for methylation analysis of plant genornic DNA after bisulphite sequencing [J].
Hetzl, Jennifer ;
Foerster, Andrea M. ;
Raidl, Guenther ;
Scheid, Ortrun Mittelsten .
PLANT JOURNAL, 2007, 51 (03) :526-536
[14]   Genomic DNA methylation: the mark and its mediators [J].
Klose, RJ ;
Bird, AP .
TRENDS IN BIOCHEMICAL SCIENCES, 2006, 31 (02) :89-97
[15]   DNA METHYLATION IN THE ALU SEQUENCES OF DIPLOID AND HAPLOID PRIMARY HUMAN-CELLS [J].
KOCHANEK, S ;
RENZ, D ;
DOERFLER, W .
EMBO JOURNAL, 1993, 12 (03) :1141-1151
[16]   Chromatin modifications and their function [J].
Kouzarides, Tony .
CELL, 2007, 128 (04) :693-705
[17]   QUMA: quantification tool for methylation analysis [J].
Kumaki, Yuichi ;
Oda, Masaaki ;
Okano, Masaki .
NUCLEIC ACIDS RESEARCH, 2008, 36 :W170-W175
[18]   Clustal W and clustal X version 2.0 [J].
Larkin, M. A. ;
Blackshields, G. ;
Brown, N. P. ;
Chenna, R. ;
McGettigan, P. A. ;
McWilliam, H. ;
Valentin, F. ;
Wallace, I. M. ;
Wilm, A. ;
Lopez, R. ;
Thompson, J. D. ;
Gibson, T. J. ;
Higgins, D. G. .
BIOINFORMATICS, 2007, 23 (21) :2947-2948
[19]   Dynamic changes in the human methylome during differentiation [J].
Laurent, Louise ;
Wong, Eleanor ;
Li, Guoliang ;
Huynh, Tien ;
Tsirigos, Aristotelis ;
Ong, Chin Thing ;
Low, Hwee Meng ;
Sung, Ken Wing Kin ;
Rigoutsos, Isidore ;
Loring, Jeanne ;
Wei, Chia-Lin .
GENOME RESEARCH, 2010, 20 (03) :320-331
[20]   Human DNA methylomes at base resolution show widespread epigenomic differences [J].
Lister, Ryan ;
Pelizzola, Mattia ;
Dowen, Robert H. ;
Hawkins, R. David ;
Hon, Gary ;
Tonti-Filippini, Julian ;
Nery, Joseph R. ;
Lee, Leonard ;
Ye, Zhen ;
Ngo, Que-Minh ;
Edsall, Lee ;
Antosiewicz-Bourget, Jessica ;
Stewart, Ron ;
Ruotti, Victor ;
Millar, A. Harvey ;
Thomson, James A. ;
Ren, Bing ;
Ecker, Joseph R. .
NATURE, 2009, 462 (7271) :315-322