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鉴定牛 CpG SNPs 作为 DNA 甲基化表观遗传调控的潜在靶标。

Identification of bovine CpG SNPs as potential targets for epigenetic regulation via DNA methylation.

机构信息

São Paulo State University (Unesp), School of Veterinary Medicine, Araçatuba, São Paulo, Brazil.

Natural and Human Sciences Center, ABC Federal University, Santo André, São Paulo, Brazil.

出版信息

PLoS One. 2019 Sep 12;14(9):e0222329. doi: 10.1371/journal.pone.0222329. eCollection 2019.

DOI:10.1371/journal.pone.0222329
PMID:31513639
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6742455/
Abstract

Methylation patterns established and maintained at CpG sites may be altered by single nucleotide polymorphisms (SNPs) within these sites and may affect the regulation of nearby genes. Our aims were to: 1) identify and generate a database of SNPs potentially subject to epigenetic control by DNA methylation via their involvement in creating, removing or displacing CpG sites (meSNPs), and; 2) investigate the association of these meSNPs with CpG islands (CGIs), and with methylation profiles of DNA extracted from tissues from cattle with divergent feed efficiencies detected using MIRA-Seq. Using the variant annotation for 56,969,697 SNPs identified in Run5 of the 1000 Bull Genomes Project and the UMD3.1.1 bovine reference genome sequence assembly, we identified and classified 12,836,763 meSNPs according to the nature of variation created at CpGs. The majority of the meSNPs were located in intergenic regions (68%) or introns (26.3%). We found an enrichment (p<0.01) of meSNPs located in CGIs relative to the genome as a whole, and also in differentially methylated sequences in tissues from animals divergent for feed efficiency. Seven meSNPs, located in differentially methylated regions, were fixed for methylation site creating (MSC) or destroying (MSD) alleles in the differentially methylated genomic sequences of animals differing in feed efficiency. These meSNPs may be mechanistically responsible for creating or deleting methylation targets responsible for the differential expression of genes underlying differences in feed efficiency. Our methyl SNP database (dbmeSNP) is useful for identifying potentially functional "epigenetic polymorphisms" underlying variation in bovine phenotypes.

摘要

CpG 位点建立和维持的甲基化模式可能会被这些位点内的单核苷酸多态性 (SNP) 改变,并可能影响附近基因的调控。我们的目的是:1) 识别和生成一个数据库,其中包含可能通过参与创建、去除或置换 CpG 位点而受到 DNA 甲基化表观遗传控制的 SNP (meSNP),并;2) 研究这些 meSNP 与 CpG 岛 (CGI) 以及与使用 MIRA-Seq 检测到的具有不同饲料效率的牛组织中提取的 DNA 甲基化谱之间的关联。使用在 1000 头公牛基因组计划的 Run5 中鉴定的 56969697 个 SNP 的变体注释和 UMD3.1.1 牛参考基因组序列组装,我们根据在 CpG 处创建的变异性质对 12836763 个 meSNP 进行了识别和分类。大多数 meSNP 位于基因间区域 (68%) 或内含子 (26.3%)。我们发现相对于整个基因组,位于 CGI 中的 meSNP 富集 (p<0.01),并且在饲料效率不同的动物组织中差异甲基化的序列中也存在富集。位于差异甲基化区域的 7 个 meSNP 在具有不同饲料效率的动物的差异甲基化基因组序列中固定为甲基化位点创建 (MSC) 或破坏 (MSD) 等位基因。这些 meSNP 可能是造成或删除导致饲料效率差异的基因差异表达的甲基化靶标负责的机制。我们的甲基 SNP 数据库 (dbmeSNP) 可用于鉴定潜在的功能性“表观遗传多态性”,这些多态性是牛表型变异的基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8622/6742455/6d064487c38d/pone.0222329.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8622/6742455/ae9ea03c6738/pone.0222329.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8622/6742455/0a0677aa0a10/pone.0222329.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8622/6742455/0ba78db51dc3/pone.0222329.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8622/6742455/6e93e827d59e/pone.0222329.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8622/6742455/6d064487c38d/pone.0222329.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8622/6742455/ae9ea03c6738/pone.0222329.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8622/6742455/0a0677aa0a10/pone.0222329.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8622/6742455/0ba78db51dc3/pone.0222329.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8622/6742455/6e93e827d59e/pone.0222329.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8622/6742455/6d064487c38d/pone.0222329.g005.jpg

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Genetic effects of PDGFRB and MARCH1 identified in GWAS revealing strong associations with semen production traits in Chinese Holstein bulls.全基因组关联研究中鉴定出的PDGFRB和MARCH1的遗传效应揭示了与中国荷斯坦公牛精液生产性状的强关联。
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