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通过 RNA 测序鉴定大足黑山羊肌肉发育相关差异表达的长非编码 RNA 和信使 RNA。

Identification of differentially expressed long non-coding RNAs and messenger RNAs involved with muscle development in Dazu black goats through RNA sequencing.

机构信息

Chongqing Key Laboratory of Forage and Herbivore, Chongqing Engineering Research Centre for Herbivores Resource Protection and Utilization, College of Animal Science and Technology, Southwest University, Chongqing, China.

出版信息

Anim Biotechnol. 2023 Nov;34(4):1305-1313. doi: 10.1080/10495398.2021.2020804. Epub 2022 Jan 5.

Abstract

This study aimed to explore the genetic basis of muscle development in goats. The transcriptome dataset for differentially expressed lncRNAs (DELs) and differentially expressed genes (DEGs) of goat muscle at different developmental stages were obtained using RNA-Seq. A total of 447,806,481 and 587,559,465 clean reads in the longissimus dorsi muscle of Dazu black goats between 75d embryonic stage and 1d after birth were generated through Illumina paired-end sequencing, and their mapping rates were 89.82 and 90.99%, respectively. Moreover, 4517 DEGs and 648 DELs were identified, and 4784 lncRNA-mRNA targeting relationships were predicted. Gene function annotation results showed that 4101 DEGs were significantly enriched to 1098 GO terms, and 2014 DEGs were significantly enriched to 40 KEGG pathways, including many GO terms and pathways related to muscle development, such as cell differentiation and Wnt signaling pathway. Then, 10 DELs and 20 DEGs were randomly selected for RT-qPCR verification, and the agreement rate between the verification and RNA-Seq results was 90%, indicating the high reliability of the RNA-Seq data analysis. In conclusion, this study obtained several mRNAs and lncRNAs related to the muscle development of Dazu black goats and identified several targeted regulatory pairs of lncRNA-mRNA. This study may serve as a reference to understand the genetic basis and molecular mechanism of muscle development in goats.

摘要

本研究旨在探讨山羊肌肉发育的遗传基础。使用 RNA-Seq 获得了不同发育阶段山羊肌肉差异表达长非编码 RNA (DELs) 和差异表达基因 (DEGs) 的转录组数据集。通过 Illumina 配对末端测序,在大足黑山羊 75d 胚胎期和 1d 出生后背最长肌中分别生成了 447,806,481 和 587,559,465 条清洁读段,其映射率分别为 89.82%和 90.99%。此外,鉴定出 4517 个 DEG 和 648 个 DEL,并预测了 4784 个 lncRNA-mRNA 靶向关系。基因功能注释结果表明,4101 个 DEG 显著富集到 1098 个 GO 术语,2014 个 DEG 显著富集到 40 个 KEGG 途径,包括许多与肌肉发育相关的 GO 术语和途径,如细胞分化和 Wnt 信号通路。然后,随机选择 10 个 DEL 和 20 个 DEG 进行 RT-qPCR 验证,验证与 RNA-Seq 结果的符合率为 90%,表明 RNA-Seq 数据分析的可靠性较高。总之,本研究获得了与大足黑山羊肌肉发育相关的多个 mRNAs 和 lncRNAs,并鉴定了多个 lncRNA-mRNA 的靶向调控对。本研究可为了解山羊肌肉发育的遗传基础和分子机制提供参考。

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