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Analyses of inter-individual variations of sperm DNA methylation and their potential implications in cattle
BACKGROUND: DNA methylation has been shown to be involved in many biological processes, including X chromosome inactivation in females, paternal genomic imprinting, and others. RESULTS: Based on the correlation patterns of methylation levels of neighboring CpG sites among 28 sperm whole genome bisul...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6873545/ https://www.ncbi.nlm.nih.gov/pubmed/31752687 http://dx.doi.org/10.1186/s12864-019-6228-6 |
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author | Liu, Shuli Fang, Lingzhao Zhou, Yang Santos, Daniel J.A. Xiang, Ruidong Daetwyler, Hans D. Chamberlain, Amanda J. Cole, John B. Li, Cong-jun Yu, Ying Ma, Li Zhang, Shengli Liu, George E. |
author_facet | Liu, Shuli Fang, Lingzhao Zhou, Yang Santos, Daniel J.A. Xiang, Ruidong Daetwyler, Hans D. Chamberlain, Amanda J. Cole, John B. Li, Cong-jun Yu, Ying Ma, Li Zhang, Shengli Liu, George E. |
author_sort | Liu, Shuli |
collection | PubMed |
description | BACKGROUND: DNA methylation has been shown to be involved in many biological processes, including X chromosome inactivation in females, paternal genomic imprinting, and others. RESULTS: Based on the correlation patterns of methylation levels of neighboring CpG sites among 28 sperm whole genome bisulfite sequencing (WGBS) data (486 × coverage), we obtained 31,272 methylation haplotype blocks (MHBs). Among them, we defined conserved methylated regions (CMRs), variably methylated regions (VMRs) and highly variably methylated regions (HVMRs) among individuals, and showed that HVMRs might play roles in transcriptional regulation and function in complex traits variation and adaptive evolution by integrating evidence from traditional and molecular quantitative trait loci (QTL), and selection signatures. Using a weighted correlation network analysis (WGCNA), we also detected a co-regulated module of HVMRs that was significantly associated with reproduction traits, and enriched for glycosyltransferase genes, which play critical roles in spermatogenesis and fertilization. Additionally, we identified 46 VMRs significantly associated with reproduction traits, nine of which were regulated by cis-SNPs, implying the possible intrinsic relationships among genomic variations, DNA methylation, and phenotypes. These significant VMRs were co-localized (± 10 kb) with genes related to sperm motility and reproduction, including ZFP36L1, CRISP2 and HGF. We provided further evidence that rs109326022 within a predominant QTL on BTA18 might influence the reproduction traits through regulating the methylation level of nearby genes JOSD2 and ASPDH in sperm. CONCLUSION: In summary, our results demonstrated associations of sperm DNA methylation with reproduction traits, highlighting the potential of epigenomic information in genomic improvement programs for cattle. |
format | Online Article Text |
id | pubmed-6873545 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-68735452019-12-12 Analyses of inter-individual variations of sperm DNA methylation and their potential implications in cattle Liu, Shuli Fang, Lingzhao Zhou, Yang Santos, Daniel J.A. Xiang, Ruidong Daetwyler, Hans D. Chamberlain, Amanda J. Cole, John B. Li, Cong-jun Yu, Ying Ma, Li Zhang, Shengli Liu, George E. BMC Genomics Research Article BACKGROUND: DNA methylation has been shown to be involved in many biological processes, including X chromosome inactivation in females, paternal genomic imprinting, and others. RESULTS: Based on the correlation patterns of methylation levels of neighboring CpG sites among 28 sperm whole genome bisulfite sequencing (WGBS) data (486 × coverage), we obtained 31,272 methylation haplotype blocks (MHBs). Among them, we defined conserved methylated regions (CMRs), variably methylated regions (VMRs) and highly variably methylated regions (HVMRs) among individuals, and showed that HVMRs might play roles in transcriptional regulation and function in complex traits variation and adaptive evolution by integrating evidence from traditional and molecular quantitative trait loci (QTL), and selection signatures. Using a weighted correlation network analysis (WGCNA), we also detected a co-regulated module of HVMRs that was significantly associated with reproduction traits, and enriched for glycosyltransferase genes, which play critical roles in spermatogenesis and fertilization. Additionally, we identified 46 VMRs significantly associated with reproduction traits, nine of which were regulated by cis-SNPs, implying the possible intrinsic relationships among genomic variations, DNA methylation, and phenotypes. These significant VMRs were co-localized (± 10 kb) with genes related to sperm motility and reproduction, including ZFP36L1, CRISP2 and HGF. We provided further evidence that rs109326022 within a predominant QTL on BTA18 might influence the reproduction traits through regulating the methylation level of nearby genes JOSD2 and ASPDH in sperm. CONCLUSION: In summary, our results demonstrated associations of sperm DNA methylation with reproduction traits, highlighting the potential of epigenomic information in genomic improvement programs for cattle. BioMed Central 2019-11-21 /pmc/articles/PMC6873545/ /pubmed/31752687 http://dx.doi.org/10.1186/s12864-019-6228-6 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Liu, Shuli Fang, Lingzhao Zhou, Yang Santos, Daniel J.A. Xiang, Ruidong Daetwyler, Hans D. Chamberlain, Amanda J. Cole, John B. Li, Cong-jun Yu, Ying Ma, Li Zhang, Shengli Liu, George E. Analyses of inter-individual variations of sperm DNA methylation and their potential implications in cattle |
title | Analyses of inter-individual variations of sperm DNA methylation and their potential implications in cattle |
title_full | Analyses of inter-individual variations of sperm DNA methylation and their potential implications in cattle |
title_fullStr | Analyses of inter-individual variations of sperm DNA methylation and their potential implications in cattle |
title_full_unstemmed | Analyses of inter-individual variations of sperm DNA methylation and their potential implications in cattle |
title_short | Analyses of inter-individual variations of sperm DNA methylation and their potential implications in cattle |
title_sort | analyses of inter-individual variations of sperm dna methylation and their potential implications in cattle |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6873545/ https://www.ncbi.nlm.nih.gov/pubmed/31752687 http://dx.doi.org/10.1186/s12864-019-6228-6 |
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