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...

Full description

Bibliographic Details
Main Authors: 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
Format: Article
Language:English
Published: BMC 2019-11-01
Series:BMC Genomics
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12864-019-6228-6
id doaj-a7311f4b18ce491fa464cecb0b95df49
record_format Article
spelling 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
work_keys_str_mv AT shuliliu analysesofinterindividualvariationsofspermdnamethylationandtheirpotentialimplicationsincattle
AT lingzhaofang analysesofinterindividualvariationsofspermdnamethylationandtheirpotentialimplicationsincattle
AT yangzhou analysesofinterindividualvariationsofspermdnamethylationandtheirpotentialimplicationsincattle
AT danieljasantos analysesofinterindividualvariationsofspermdnamethylationandtheirpotentialimplicationsincattle
AT ruidongxiang analysesofinterindividualvariationsofspermdnamethylationandtheirpotentialimplicationsincattle
AT hansddaetwyler analysesofinterindividualvariationsofspermdnamethylationandtheirpotentialimplicationsincattle
AT amandajchamberlain analysesofinterindividualvariationsofspermdnamethylationandtheirpotentialimplicationsincattle
AT johnbcole analysesofinterindividualvariationsofspermdnamethylationandtheirpotentialimplicationsincattle
AT congjunli analysesofinterindividualvariationsofspermdnamethylationandtheirpotentialimplicationsincattle
AT yingyu analysesofinterindividualvariationsofspermdnamethylationandtheirpotentialimplicationsincattle
AT lima analysesofinterindividualvariationsofspermdnamethylationandtheirpotentialimplicationsincattle
AT shenglizhang analysesofinterindividualvariationsofspermdnamethylationandtheirpotentialimplicationsincattle
AT georgeeliu analysesofinterindividualvariationsofspermdnamethylationandtheirpotentialimplicationsincattle
_version_ 1724416267687821312