Chromatin profiling and state predictions reveal insights into epigenetic regulation during early porcine development.

IF 4.2 2区 生物学 Q1 GENETICS & HEREDITY
Sarah M Innis, Ryan A Cabot
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引用次数: 0

Abstract

Background: Given their physiological similarities to humans, pigs are increasingly used as model organisms in human-oriented biomedical studies. Additionally, their value to animal agriculture across the globe has led to the development of numerous studies to investigate how to improve livestock welfare and production efficiency. As such, pigs are uniquely poised as compelling models that can yield findings with potential implications in both human and animal contexts. Despite this, many gaps remain in our knowledge about the foundational mechanisms that govern gene expression in swine across different developmental stages, particularly in early development. To address some of these gaps, we profiled the histone marks H3K4me3, H3K27ac, and H3K27me3 and the SWI/SNF central ATPase BRG1 in two porcine cell lines representing discrete early developmental time points and used the resulting information to construct predicted chromatin state maps for these cells. We combined this approach with analysis of publicly available RNA-seq data to examine the relationship between epigenetic status and gene expression in these cell types.

Results: In porcine fetal fibroblast (PFF) and trophectoderm cells (PTr2), we saw expected patterns of enrichment for each of the profiled epigenetic features relative to specific genomic regions. H3K4me3 was primarily enriched at and around global gene promoters, H3K27ac was enriched in promoter and intergenic regions, H3K27me3 had broad stretches of enrichment across the genome and narrower enrichment patterns in and around the promoter regions of some genes, and BRG1 primarily had detectable enrichment at and around promoter regions and in intergenic stretches, with many instances of H3K27ac co-enrichment. We used this information to perform genome-wide chromatin state predictions for 10 different states using ChromHMM. Using the predicted chromatin state maps, we identified a subset of genomic regions marked by broad H3K4me3 enrichment, and annotation of these regions revealed that they were highly associated with essential developmental processes and consisted largely of expressed genes. We then compared the identities of the genes marked by these regions to genes identified as cell-type-specific using transcriptome data and saw that a subset of broad H3K4me3-marked genes was also specifically expressed in either PFF or PTr2 cells.

Conclusions: These findings enhance our understanding of the epigenetic landscape present in early swine development and provide insight into how variabilities in chromatin state are linked to cell identity. Furthermore, this data captures foundational epigenetic details in two valuable porcine cell lines and contributes to the growing body of knowledge surrounding the epigenetic landscape in this species.

染色质分析和状态预测揭示了猪早期发育过程中的表观遗传调控。
背景:由于猪的生理结构与人类相似,因此在以人为本的生物医学研究中,猪越来越多地被用作模式生物。此外,猪对全球畜牧业的价值也促进了大量研究的发展,以调查如何改善牲畜福利和提高生产效率。因此,猪具有独特的优势,可以作为引人注目的模型,产生对人类和动物都有潜在影响的研究结果。尽管如此,我们对猪在不同发育阶段(尤其是早期发育阶段)基因表达的基本机制的了解仍存在许多空白。为了填补其中的一些空白,我们对代表离散早期发育时间点的两个猪细胞系中的组蛋白标记 H3K4me3、H3K27ac 和 H3K27me3 以及 SWI/SNF 中心 ATP 酶 BRG1 进行了分析,并利用由此获得的信息构建了这些细胞的染色质状态预测图。我们将这种方法与公开的 RNA-seq 数据分析相结合,研究了这些细胞类型中表观遗传状态与基因表达之间的关系:结果:在猪胎儿成纤维细胞(PFF)和滋养层细胞(PTr2)中,我们发现每种表观遗传特征相对于特定基因组区域都有预期的富集模式。H3K4me3主要富集在全基因启动子及其周围,H3K27ac富集在启动子和基因间区域,H3K27me3在整个基因组中的富集范围较广,而在某些基因的启动子区域及其周围的富集范围较窄,BRG1主要在启动子区域及其周围和基因间区域具有可检测到的富集,其中有许多H3K27ac共同富集的实例。我们利用这些信息,使用 ChromHMM 对 10 种不同的状态进行了全基因组染色质状态预测。利用预测的染色质状态图,我们确定了以广泛的 H3K4me3 富集为标志的基因组区域子集,对这些区域的注释显示,它们与基本的发育过程高度相关,并且主要由表达基因组成。然后,我们将这些区域标记的基因与利用转录组数据鉴定为细胞类型特异性的基因进行了比较,发现广义 H3K4me3 标记的基因亚群在 PFF 或 PTr2 细胞中也有特异性表达:这些发现加深了我们对猪早期发育中存在的表观遗传景观的理解,并使我们深入了解了染色质状态的变化如何与细胞特征相关联。此外,这些数据还捕捉到了两个有价值的猪细胞系中的基本表观遗传细节,有助于我们进一步了解该物种的表观遗传结构。
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来源期刊
Epigenetics & Chromatin
Epigenetics & Chromatin GENETICS & HEREDITY-
CiteScore
7.00
自引率
0.00%
发文量
35
审稿时长
1 months
期刊介绍: Epigenetics & Chromatin is a peer-reviewed, open access, online journal that publishes research, and reviews, providing novel insights into epigenetic inheritance and chromatin-based interactions. The journal aims to understand how gene and chromosomal elements are regulated and their activities maintained during processes such as cell division, differentiation and environmental alteration.
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