Genome-wide analysis of DNA methylation in hypothalamus and ovary of Capra hircus

被引:10
作者
Frattini, Stefano [1 ]
Capra, Emanuele [2 ]
Lazzari, Barbara [2 ,3 ]
McKay, Stephanie D. [4 ]
Coizet, Beatrice [1 ]
Talenti, Andrea [1 ]
Groppetti, Debora [1 ]
Riccaboni, Pietro [1 ]
Pecile, Alessandro [1 ]
Chessa, Stefania [2 ]
Castiglioni, Bianca [2 ]
Williams, John L. [5 ]
Pagnacco, Giulio [1 ]
Stella, Alessandra [2 ,3 ]
Crepaldi, Paola [1 ]
机构
[1] Univ Milan, Dept Vet Sci, Milan, Italy
[2] Natl Res Council UOS Lodi, Inst Agr Biol & Biotechnol, Lodi, Italy
[3] PTP Sci Pk, Lodi, Italy
[4] Univ Vermont, Dept Anim & Vet Sci, Burlington, VT USA
[5] Univ Adelaide, Sch Anim & Vet Sci, Davies Res Ctr, Roseworthy 5371, Australia
关键词
Goat; DNA methylation; Epigenetic; MBD-seq; Hypothalamus; Ovary; RNA-seq; GENE-EXPRESSION; CPG ISLANDS; PROFILES; PATTERNS; ROLES; CYCLE;
D O I
10.1186/s12864-017-3866-4
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: DNA methylation is a frequently studied epigenetic modification due to its role in regulating gene expression and hence in biological processes and in determining phenotypic plasticity in organisms. Rudimentary DNA methylation patterns for some livestock species are publically available: among these, goat methylome deserves to be further explored. Results: Genome-wide DNA methylation maps of the hypothalamus and ovary from Saanen goats were generated using Methyl-CpG binding domain protein sequencing (MBD-seq). Analysis of DNA methylation patterns indicate that the majority of methylation peaks found within genes are located gene body regions, for both organs. Analysis of the distribution of methylated sites per chromosome showed that chromosome X had the lowest number of methylation peaks. The X chromosome has one of the highest percentages of methylated CpG islands in both organs, and approximately 50% of the CpG islands in the goat epigenome are methylated in hypothalamus and ovary. Organ-specific Differentially Methylated Genes (DMGs) were correlated with the expression levels. Conclusions: The comparison between transcriptome and methylome in hypothalamus and ovary showed that a higher level of methylation is not accompanied by a higher gene suppression. The genome-wide DNA methylation map for two goat organs produced here is a valuable starting point for studying the involvement of epigenetic modifications in regulating goat reproduction performance.
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页数:9
相关论文
共 45 条
[1]   HTSeq-a Python']Python framework to work with high-throughput sequencing data [J].
Anders, Simon ;
Pyl, Paul Theodor ;
Huber, Wolfgang .
BIOINFORMATICS, 2015, 31 (02) :166-169
[2]   Replication timing-related and gene body-specific methylation of active human genes [J].
Aran, Dvir ;
Toperoff, Gidon ;
Rosenberg, Michael ;
Hellman, Asaf .
HUMAN MOLECULAR GENETICS, 2011, 20 (04) :670-680
[3]   X chromosome inactivation in the cycle of life [J].
Barakat, Tahsin Stefan ;
Gribnau, Joost .
DEVELOPMENT, 2012, 139 (12) :2085-2089
[4]   DNA methylation patterns and epigenetic memory [J].
Bird, A .
GENES & DEVELOPMENT, 2002, 16 (01) :6-21
[5]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[6]   Landscape of DNA methylation on the X chromosome reflects CpG density, functional chromatin state and X-chromosome inactivation [J].
Cotton, Allison M. ;
Price, E. Magda ;
Jones, Meaghan J. ;
Balaton, Bradley P. ;
Kobor, Michael S. ;
Brown, Carolyn J. .
HUMAN MOLECULAR GENETICS, 2015, 24 (06) :1528-1539
[7]   Genome-Wide DNA Methylation Patterns and Transcription Analysis in Sheep Muscle [J].
Couldrey, Christine ;
Brauning, Rudiger ;
Bracegirdle, Jeremy ;
Maclean, Paul ;
Henderson, Harold V. ;
McEwan, John C. .
PLOS ONE, 2014, 9 (07)
[8]   CpG islands and the regulation of transcription [J].
Deaton, Aimee M. ;
Bird, Adrian .
GENES & DEVELOPMENT, 2011, 25 (10) :1010-1022
[9]   STAR: ultrafast universal RNA-seq aligner [J].
Dobin, Alexander ;
Davis, Carrie A. ;
Schlesinger, Felix ;
Drenkow, Jorg ;
Zaleski, Chris ;
Jha, Sonali ;
Batut, Philippe ;
Chaisson, Mark ;
Gingeras, Thomas R. .
BIOINFORMATICS, 2013, 29 (01) :15-21
[10]  
Evans GA., 1990, Cell, V61, P17, DOI DOI 10.1016/0092-8674(90)90210-6