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解析可变剪接作为绵羊脂肪发育潜在调控因子的作用:一项基于 RNA-seq 的综合研究。

Deciphering the role of alternative splicing as a potential regulator in fat-tail development of sheep: a comprehensive RNA-seq based study.

机构信息

Department of Animal and Poultry Science, College of Aburaihan, University of Tehran, Tehran, Iran.

出版信息

Sci Rep. 2024 Jan 29;14(1):2361. doi: 10.1038/s41598-024-52855-1.

Abstract

Although research on alternative splicing (AS) has been widely conducted in mammals, no study has investigated the splicing profiles of genes involved in fat-tail formation in sheep. Here, for the first time, a comprehensive study was designed to investigate the profile of AS events and their involvement in fat-tail development of sheep. In total, 45 RNA-Seq samples related to seven different studies, which have compared the fat-tailed vs thin-tailed sheep breeds, were analyzed. Two independent tools, rMATS and Whippet, along with a set of stringent filters were applied to identify differential AS (DAS) events between the breeds per each study. Only DAS events that were detected by both tools as well as in at least three datasets with the same ΔPSI trend (percent spliced in), were considered as the final high-confidence set of DAS genes. Final results revealed 130 DAS skipped exon events (69 negative and 61 positive ΔPSI) belonged to 124 genes. Functional enrichment analysis highlighted the importance of the genes in the underlying molecular mechanisms of fat metabolism. Moreover, protein-protein interaction network analysis revealed that DAS genes are significantly connected. Of DAS genes, five transcription factors were found that were enriched in the biological process associated with lipid metabolism like "Fat Cell Differentiation". Further investigations of the findings along with a comprehensive literature review provided a reliable list of candidate genes that may potentially contribute to fat-tail formation including HSD11B1, SIRT2, STRN3 and TCF7L2. Based on the results, it can be stated that the AS patterns may have evolved, during the evolution of sheep breeds, as another layer of regulation to contribute to biological complexity by reprogramming the gene regulatory networks. This study provided the theoretical basis of the molecular mechanisms behind the sheep fat-tail development in terms of AS.

摘要

尽管在哺乳动物中广泛开展了关于可变剪接(AS)的研究,但尚无研究调查涉及绵羊脂肪尾巴形成的基因的剪接谱。在这里,首次设计了一项全面的研究来调查 AS 事件的概况及其在绵羊脂肪尾巴发育中的作用。总共分析了 45 个与七个不同研究相关的 RNA-Seq 样本,这些研究比较了脂肪尾巴与瘦尾巴绵羊品种。使用两个独立的工具 rMATS 和 Whippet 以及一组严格的过滤器,根据每个研究比较品种间的差异剪接(DAS)事件。只有两个工具均检测到且在至少三个具有相同ΔPSI 趋势(外显子被剪接的百分比)的数据集检测到的 DAS 事件才被认为是 DAS 基因的最终高置信度集。最终结果揭示了 130 个 DAS 跳过外显子事件(69 个负ΔPSI 和 61 个正ΔPSI)属于 124 个基因。功能富集分析强调了这些基因在脂肪代谢的潜在分子机制中的重要性。此外,蛋白质-蛋白质相互作用网络分析表明 DAS 基因之间存在显著的连接。在 DAS 基因中,发现了五个转录因子,它们在与脂质代谢相关的生物学过程中富集,如“脂肪细胞分化”。对这些发现的进一步研究以及全面的文献综述提供了一份潜在候选基因的可靠清单,这些候选基因可能有助于脂肪尾巴的形成,包括 HSD11B1、SIRT2、STRN3 和 TCF7L2。基于这些结果,可以认为在绵羊品种的进化过程中,AS 模式可能已经进化,作为另一种调控方式,通过重新编程基因调控网络,为生物复杂性做出贡献。这项研究从 AS 的角度为绵羊脂肪尾巴发育背后的分子机制提供了理论基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/51be/10825154/d644980dae5d/41598_2024_52855_Fig1_HTML.jpg

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