GBSA: a comprehensive software for analysing whole genome bisulfite sequencing data

被引:24
作者
Benoukraf, Touati [1 ]
Wongphayak, Sarawut [1 ]
Hadi, Luqman Hakim Abdul [1 ]
Wu, Mengchu [1 ]
Soong, Richie [1 ,2 ]
机构
[1] Natl Univ Singapore, Canc Sci Inst Singapore, Singapore 117599, Singapore
[2] Natl Univ Singapore, Dept Pathol, Singapore 117599, Singapore
基金
英国医学研究理事会;
关键词
DNA METHYLATION; HIGH-THROUGHPUT; CPG ISLANDS; BROWSER; RNA; PLURIPOTENT; PROGRAM; MAPS;
D O I
10.1093/nar/gks1281
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
High-throughput sequencing is increasingly being used in combination with bisulfite (BS) assays to study DNA methylation at nucleotide resolution. Although several programmes provide genome-wide alignment of BS-treated reads, the resulting information is not readily interpretable and often requires further bioinformatic steps for meaningful analysis. Current post-alignment BS-sequencing programmes are generally focused on the gene-specific level, a restrictive feature when analysis in the non-coding regions, such as enhancers and intergenic microRNAs, is required. Here, we present Genome Bisulfite Sequencing Analyser (GBSA-http://ctrad-csi.nus.edu.sg/gbsa), a free open-source software capable of analysing whole-genome bisulfite sequencing data with either a gene-centric or gene-independent focus. Through analysis of the largest published data sets to date, we demonstrate GBSA's features in providing sequencing quality assessment, methylation scoring, functional data management and visualization of genomic methylation at nucleotide resolution. Additionally, we show that GBSA's output can be easily integrated with other high-throughput sequencing data, such as RNA-Seq or ChIP-seq, to elucidate the role of methylated intergenic regions in gene regulation. In essence, GBSA allows an investigator to explore not only known loci but also all the genomic regions, for which methylation studies could lead to the discovery of new regulatory mechanisms.
引用
收藏
页数:8
相关论文
共 40 条
  • [11] Directional DNA Methylation Changes and Complex Intermediate States Accompany Lineage Specificity in the Adult Hematopoietic Compartment
    Hodges, Emily
    Molaro, Antoine
    Dos Santos, Camila O.
    Thekkat, Pramod
    Song, Qiang
    Uren, Philip J.
    Park, Jin
    Butler, Jason
    Rafii, Shahin
    McCombie, W. Richard
    Smith, Andrew D.
    Hannon, Gregory J.
    [J]. MOLECULAR CELL, 2011, 44 (01) : 17 - 28
  • [12] The DNA methylation paradox
    Jones, PA
    [J]. TRENDS IN GENETICS, 1999, 15 (01) : 34 - 37
  • [13] The human genome browser at UCSC
    Kent, WJ
    Sugnet, CW
    Furey, TS
    Roskin, KM
    Pringle, TH
    Zahler, AM
    Haussler, D
    [J]. GENOME RESEARCH, 2002, 12 (06) : 996 - 1006
  • [14] Genome-wide RNA polymerase II: not genes only!
    Koch, Frederic
    Jourquin, Frederic
    Ferrier, Pierre
    Andrau, Jean-Christophe
    [J]. TRENDS IN BIOCHEMICAL SCIENCES, 2008, 33 (06) : 265 - 273
  • [15] Krueger F, 2012, NAT METHODS, V9, P145, DOI [10.1038/NMETH.1828, 10.1038/nmeth.1828]
  • [16] Bismark: a flexible aligner and methylation caller for Bisulfite-Seq applications
    Krueger, Felix
    Andrews, Simon R.
    [J]. BIOINFORMATICS, 2011, 27 (11) : 1571 - 1572
  • [17] QUMA: quantification tool for methylation analysis
    Kumaki, Yuichi
    Oda, Masaaki
    Okano, Masaki
    [J]. NUCLEIC ACIDS RESEARCH, 2008, 36 : W170 - W175
  • [18] DNA methylation prevents CTCF-mediated silencing of the oncogene BCL6 in B cell lymphomas
    Lai, Anne Y.
    Fatemi, Mehrnaz
    Dhasarathy, Archana
    Malone, Christine
    Sobol, Steve E.
    Geigerman, Cissy
    Jaye, David L.
    Mav, Deepak
    Shah, Ruchir
    Li, Leping
    Wade, Paul A.
    [J]. JOURNAL OF EXPERIMENTAL MEDICINE, 2010, 207 (09) : 1939 - 1950
  • [19] Principles and challenges of genome-wide DNA methylation analysis
    Laird, Peter W.
    [J]. NATURE REVIEWS GENETICS, 2010, 11 (03) : 191 - 203
  • [20] Fast and accurate short read alignment with Burrows-Wheeler transform
    Li, Heng
    Durbin, Richard
    [J]. BIOINFORMATICS, 2009, 25 (14) : 1754 - 1760