Analyses of inter-individual variations of sperm DNA methylation and their potential implications in cattle
Abstract 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 genom...
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doaj-a7311f4b18ce491fa464cecb0b95df492020-11-25T04:12:00ZengBMCBMC Genomics1471-21642019-11-0120111410.1186/s12864-019-6228-6Analyses of inter-individual variations of sperm DNA methylation and their potential implications in cattleShuli Liu0Lingzhao Fang1Yang Zhou2Daniel J.A. Santos3Ruidong Xiang4Hans D. Daetwyler5Amanda J. Chamberlain6John B. Cole7Cong-jun Li8Ying Yu9Li Ma10Shengli Zhang11George E. Liu12College of Animal Science and Technology, China Agricultural UniversityUSDA-ARS, Animal Genomics and Improvement LaboratoryKey Laboratory of Agricultural Animal Genetics, Breeding and Reproduction, Education Ministry of China, Huazhong Agricultural UniversityDepartment of Animal and Avian Sciences, University of MarylandFaculty of Veterinary & Agricultural Science, The University of MelbourneAgriculture Victoria, AgriBio, Centre for AgriBiosciencesAgriculture Victoria, AgriBio, Centre for AgriBiosciencesUSDA-ARS, Animal Genomics and Improvement LaboratoryUSDA-ARS, Animal Genomics and Improvement LaboratoryCollege of Animal Science and Technology, China Agricultural UniversityDepartment of Animal and Avian Sciences, University of MarylandCollege of Animal Science and Technology, China Agricultural UniversityUSDA-ARS, Animal Genomics and Improvement LaboratoryAbstract 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.http://link.springer.com/article/10.1186/s12864-019-6228-6Sperm DNA methylationMethylation haplotype blocksVariably methylated regionsReproduction traitsCattle |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Shuli Liu Lingzhao Fang Yang Zhou Daniel J.A. Santos Ruidong Xiang Hans D. Daetwyler Amanda J. Chamberlain John B. Cole Cong-jun Li Ying Yu Li Ma Shengli Zhang George E. Liu |
spellingShingle |
Shuli Liu Lingzhao Fang Yang Zhou Daniel J.A. Santos Ruidong Xiang Hans D. Daetwyler Amanda J. Chamberlain John B. Cole Cong-jun Li Ying Yu Li Ma Shengli Zhang George E. Liu Analyses of inter-individual variations of sperm DNA methylation and their potential implications in cattle BMC Genomics Sperm DNA methylation Methylation haplotype blocks Variably methylated regions Reproduction traits Cattle |
author_facet |
Shuli Liu Lingzhao Fang Yang Zhou Daniel J.A. Santos Ruidong Xiang Hans D. Daetwyler Amanda J. Chamberlain John B. Cole Cong-jun Li Ying Yu Li Ma Shengli Zhang George E. Liu |
author_sort |
Shuli Liu |
title |
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_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_sort |
analyses of inter-individual variations of sperm dna methylation and their potential implications in cattle |
publisher |
BMC |
series |
BMC Genomics |
issn |
1471-2164 |
publishDate |
2019-11-01 |
description |
Abstract 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. |
topic |
Sperm DNA methylation Methylation haplotype blocks Variably methylated regions Reproduction traits Cattle |
url |
http://link.springer.com/article/10.1186/s12864-019-6228-6 |
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