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与伯克夏猪胎盘产仔数相关的DNA甲基化模式和基因表达

DNA methylation patterns and gene expression associated with litter size in Berkshire pig placenta.

作者信息

Hwang Jung Hye, An Sang Mi, Kwon Seulgi, Park Da Hye, Kim Tae Wan, Kang Deok Gyeong, Yu Go Eun, Kim Il-Suk, Park Hwa Chun, Ha Jeongim, Kim Chul Wook

机构信息

Swine Science and Technology Center, Gyeongnam National University of Science & Technology, Jinju, South Korea.

Department of Animal Resource Technology, Gyeongnam National University of Science & Technology, Jinju, South Korea.

出版信息

PLoS One. 2017 Sep 7;12(9):e0184539. doi: 10.1371/journal.pone.0184539. eCollection 2017.

Abstract

Increasing litter size is of great interest to the pig industry. DNA methylation is an important epigenetic modification that regulates gene expression, resulting in livestock phenotypes such as disease resistance, milk production, and reproduction. We classified Berkshire pigs into two groups according to litter size and estimated breeding value: smaller (SLG) and larger (LLG) litter size groups. Genome-wide DNA methylation and gene expression were analyzed using placenta genomic DNA and RNA to identify differentially methylated regions (DMRs) and differentially expressed genes (DEGs) associated with litter size. The methylation levels of CpG dinucleotides in different genomic regions were noticeably different between the groups, while global methylation pattern was similar, and excluding intergenic regions they were found the most frequently in gene body regions. Next, we analyzed RNA-Seq data to identify DEGs between the SLG and LLG groups. A total of 1591 DEGs were identified: 567 were downregulated and 1024 were upregulated in LLG compared to SLG. To identify genes that simultaneously exhibited changes in DNA methylation and mRNA expression, we integrated and analyzed the data from bisulfite-Seq and RNA-Seq. Nine DEGs positioned in DMRs were found. The expression of only three of these genes (PRKG2, CLCA4, and PCK1) was verified by RT-qPCR. Furthermore, we observed the same methylation patterns in blood samples as in the placental tissues by PCR-based methylation analysis. Together, these results provide useful data regarding potential epigenetic markers for selecting hyperprolific sows.

摘要

提高产仔数对养猪业具有重要意义。DNA甲基化是一种重要的表观遗传修饰,可调节基因表达,从而产生诸如抗病性、产奶量和繁殖能力等家畜表型。我们根据产仔数和估计育种值将伯克夏猪分为两组:较小产仔数组(SLG)和较大产仔数组(LLG)。使用胎盘基因组DNA和RNA分析全基因组DNA甲基化和基因表达,以鉴定与产仔数相关的差异甲基化区域(DMR)和差异表达基因(DEG)。两组之间不同基因组区域中CpG二核苷酸的甲基化水平存在明显差异,而整体甲基化模式相似,并且在基因体区域中发现它们的频率最高,不包括基因间区域。接下来,我们分析RNA-Seq数据以鉴定SLG和LLG组之间的DEG。共鉴定出1591个DEG:与SLG相比,LLG中有567个下调,1024个上调。为了鉴定同时表现出DNA甲基化和mRNA表达变化的基因,我们整合并分析了亚硫酸氢盐测序和RNA-Seq的数据。发现有9个位于DMR中的DEG。通过RT-qPCR仅验证了其中三个基因(PRKG2、CLCA4和PCK1)的表达。此外,通过基于PCR的甲基化分析,我们在血液样本中观察到了与胎盘组织相同的甲基化模式。总之,这些结果为选择高产母猪的潜在表观遗传标记提供了有用的数据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e6b0/5589248/e85b8bc32f61/pone.0184539.g001.jpg

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