Integrative DNA Methylation and Gene Expression Analyses Identify DNA Packaging and Epigenetic Regulatory Genes Associated with Low Motility Sperm

被引:110
|
作者
Pacheco, Sara E. [1 ]
Houseman, E. Andres [2 ]
Christensen, Brock C. [2 ]
Marsit, Carmen J. [1 ]
Kelsey, Karl T. [1 ,2 ]
Sigman, Mark [3 ]
Boekelheide, Kim [1 ]
机构
[1] Brown Univ, Dept Pathol & Lab Med, Providence, RI 02912 USA
[2] Brown Univ, Dept Community Hlth, Providence, RI 02912 USA
[3] Brown Univ, Div Urol, Providence, RI 02912 USA
来源
PLOS ONE | 2011年 / 6卷 / 06期
基金
美国国家卫生研究院;
关键词
MALE GERM-CELLS; SPERMATOZOAL RNA; IMPRINTED GENES; MESSENGER-RNA; INFERTILE MEN; SPERMATOGENESIS; FERTILE; EXPOSURE; PROTEIN; INSIGHTS;
D O I
10.1371/journal.pone.0020280
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: In previous studies using candidate gene approaches, low sperm count (oligospermia) has been associated with altered sperm mRNA content and DNA methylation in both imprinted and non-imprinted genes. We performed a genome-wide analysis of sperm DNA methylation and mRNA content to test for associations with sperm function. Methods and Results: Sperm DNA and mRNA were isolated from 21 men with a range of semen parameters presenting to a tertiary male reproductive health clinic. DNA methylation was measured with the Illumina Infinium array at 27,578 CpG loci. Unsupervised clustering of methylation data differentiated the 21 sperm samples by their motility values. Recursively partitioned mixture modeling (RPMM) of methylation data resulted in four distinct methylation profiles that were significantly associated with sperm motility (P = 0.01). Linear models of microarray analysis (LIMMA) was performed based on motility and identified 9,189 CpG loci with significantly altered methylation (Q<0.05) in the low motility samples. In addition, the majority of these disrupted CpG loci (80%) were hypomethylated. Of the aberrantly methylated CpGs, 194 were associated with imprinted genes and were almost equally distributed into hypermethylated (predominantly paternally expressed) and hypomethylated (predominantly maternally expressed) groups. Sperm mRNA was measured with the Human Gene 1.0 ST Affymetrix GeneChip Array. LIMMA analysis identified 20 candidate transcripts as differentially present in low motility sperm, including HDAC1 (NCBI 3065), SIRT3 (NCBI 23410), and DNMT3A (NCBI 1788). There was a trend among altered expression of these epigenetic regulatory genes and RPMM DNA methylation class. Conclusions: Using integrative genome-wide approaches we identified CpG methylation profiles and mRNA alterations associated with low sperm motility.
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页数:10
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