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纳米孔测序与Illumina测序的整合分析揭示猪背最长肌中的可变剪接复杂性

Integrative Analysis of Nanopore and Illumina Sequencing Reveals Alternative Splicing Complexity in Pig Longissimus Dorsi Muscle.

作者信息

Shu Ze, Wang Ligang, Wang Jinbu, Zhang Longchao, Hou Xinhua, Yan Hua, Wang Lixian

机构信息

Key Laboratory of Farm Animal Genetic Resources and Germplasm Innovation of Ministry of Agriculture of China, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China.

出版信息

Front Genet. 2022 Apr 11;13:877646. doi: 10.3389/fgene.2022.877646. eCollection 2022.

Abstract

Alternative splicing (AS) is a key step in the post-transcriptional regulation of gene expression that can affect intramuscular fat (IMF). In this study, longissimus dorsi muscles from 30 pigs in high- and low- IMF groups were used to perform Oxford Nanopore Technologies (ONT) full-length sequencing and Illumina strand-specific RNA-seq. A total of 43,688 full-length transcripts were identified, with 4,322 novel genes and 30,795 novel transcripts. Using AStalavista, a total of 14,728 AS events were detected in the longissimus dorsi muscle. About 17.79% of the genes produced splicing isoforms, in which exon skipping was the most frequent AS event. By analyzing the expression differences of mRNAs and splicing isoforms, we found that differentially expressed mRNAs with splicing isoforms could participate in skeletal muscle development and fatty acid metabolism, which might determine muscle-related traits. , , , and were identified with multiple splicing isoforms, with significant differences in expression. AS events occurring in and may cause significant differences in gene expression. Other AS events, such as ONT.15153.3, may regulate the function of by regulating the expression of different transcripts. Moreover, co-expression and protein-protein interaction (PPI) analysis indicated that several genes (, , , , , and ) may be related to intramuscular fat. The splicing isoforms investigated in our research provide a reference for the study of alternative splicing regulation of intramuscular fat deposition.

摘要

可变剪接(AS)是基因表达转录后调控中的关键步骤,可影响肌内脂肪(IMF)。在本研究中,使用来自高IMF组和低IMF组的30头猪的背最长肌进行牛津纳米孔技术(ONT)全长测序和Illumina链特异性RNA测序。共鉴定出43,688条全长转录本,其中有4,322个新基因和30,795个新转录本。使用AStalavista,在背最长肌中总共检测到14,728个AS事件。约17.79%的基因产生剪接异构体,其中外显子跳跃是最常见的AS事件。通过分析mRNA和剪接异构体的表达差异,我们发现具有剪接异构体的差异表达mRNA可参与骨骼肌发育和脂肪酸代谢,这可能决定肌肉相关性状。 、 、 和 被鉴定为具有多种剪接异构体,表达存在显著差异。 和 中发生的AS事件可能导致基因表达的显著差异。其他AS事件,如ONT.15153.3,可能通过调节不同转录本的表达来调节 的功能。此外,共表达和蛋白质-蛋白质相互作用(PPI)分析表明,几个基因( 、 、 、 、 和 )可能与肌内脂肪有关。我们研究中所研究的剪接异构体为肌内脂肪沉积的可变剪接调控研究提供了参考。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dd50/9035893/30184d7e8459/fgene-13-877646-g001.jpg

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