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2025年4月5日 星期六
农业生物技术学报  2021, Vol. 29 Issue (4): 711-722    DOI: 10.3969/j.issn.1674-7968.2021.04.009
  研究论文与报告 本期目录 | 过刊浏览 | 高级检索 |
基于RNA-seq鉴定连城白鸭肉质风味相关候选基因
章琳俐, 李丽, 朱志明, 缪中纬, 辛清武*, 郑嫩珠*
福建省农业科学院 畜牧兽医研究所,福州 350013
Identification of Candidate Genes Related to Meat Flavor in Liancheng White Duck (Anas platyrhynchos) Based on RNA-seq
ZHANG Lin-Li, LI Li, ZHU Zhi-Ming, MIAO Zhong-Wei, XIN Qing-Wu*, ZHENG Nen-Zhu*
Institute of Animal Science and Veterinary Medicine, Fujian Academy of Agricultural Sciences, Fuzhou 350013, China
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摘要 连城白鸭(Anas platyrhynchos)是我国珍贵稀有的水禽资源,具有优良的肉质特性和独特风味,但其肉质性状形成的遗传机制尚不明确。挖掘连城白鸭肉质风味形成相关基因,有助于连城白鸭的开发利用,也可为优质肉鸭选育及肉质评定等研究提供参考。本研究利用RNA-seq技术进行转录组测序,筛选连城白鸭与樱桃谷鸭胸肌转录组的差异表达基因,并对差异表达基因进行功能注释、富集分析和qRT-PCR验证,挖掘连城白鸭肉质形成的潜在调控基因。转录组测序共获得44.31 Gb有效数据,与参考基因组的比对率达到77.54%以上。以软件edge R进行分析,结果显示,2个鸭品种间912个基因呈现显著的差异表达,其中连城白鸭高表达基因424个、低表达基因488个。基因本体(Gene Ontology, GO)分析发现,772个差异表达基因获得功能注释,其中与肉质风味物质形成有关的生物学过程有12个,包括脂质代谢过程、脂肪酸代谢过程、苏氨酸分解代谢过程、羧酸代谢过程等。KEGG通路分析表明,差异表达基因共富集到179个信号通路,其中12个通路显著富集,与风味物质相关的有细胞因子与受体的相互作用、亚油酸代谢和组氨酸代谢、甘油磷酯代谢和转化生长因子β信号通路;根据通路功能注释筛选出酸性氨基酸脱羧酶样蛋白1 (acidic amino acid decarboxylase 1, GADL1)、含螺旋结构域的蛋白57 (coiled-coil domain-containing protein 57, CCDC57)和丙酮酸脱氢酶激酶4 (pyruvate dehydrogenase kinase, isozyme 4, PDK4),其可能在调节连城白鸭鲜味氨基酸和脂肪酸形成中发挥重要作用,进而影响胸肌肌肉品质的形成。进一步选择2个高表达基因和3个低表达基因进行qRT-PCR验证,获得与转录组测序一致的结果,表明测序结果可靠。本研究为深入探讨连城白鸭肉质风味形成机理及筛选遗传标记提供参考依据。
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章琳俐
李丽
朱志明
缪中纬
辛清武
郑嫩珠
关键词 连城白鸭樱桃谷鸭胸肌风味相关基因转录组测序    
Abstract:Liancheng white duck (Anas platyrhynchos) is a precious and rare waterfowl resource in China, and has high meat quality and unique flavor, while the formation mechanism of meat quality is still unclear. Exploring the genes related to meat quality and flavor can not only be helpful for the development and utilization of Liancheng white duck, but also provide a reference for breeding and meat quality evaluation of meat ducks. In this study, RNA-seq was used for transcriptome sequencing to screen differentially expressed genes in breast muscle transcriptome of Liancheng white duck and Cherry Valley duck; and functional annotation, enrichment analysis and qRT-PCR verification were carried out to explore the potential regulatory genes of meat quality formation in Liancheng white duck. A total of 44.31 Gb clean data was obtained by sequencing, and the mapping rate with reference genome was over 77.54%. The edge R analysis identified 912 differentially expressed genes between the two breeds, among which 424 were highly expressed genes and 488 were low expressed genes in Liancheng white duck. In Gene Ontology (GO) annotation, 772 differentially expressed genes were annotated, including 12 biological processes related to the formation of meat flavor substances, such as lipid metabolism, fatty acid metabolism, threonine catabolism, and carboxylic acid metabolism. KEGG pathway analysis showed that the differentially expressed genes were enriched in 179 signaling pathways, among which 12 pathways were significantly enriched, including flavor-related pathways such as the interaction between cytokines and receptors, linoleic acid metabolism and histidine metabolism, glycerophosphate metabolism and transforming growth factor (TGFβ) signaling pathway. According to the annotation of pathway function, the genes such as acidic amino acid decarboxylase 1 (GADL1), coiled-coil domain-containing protein 57 (CCDC57), and pyruvate dehydrogenase kinase, isozyme 4 (PDK4) were screened out and might play an important role in regulating the formation of delicious amino acids and fatty acids in Liancheng white duck, and further affecting the formation of chest muscle quality. Furthermore, 2 high expressed genes and 3 low expressed genes were selected for qRT-PCR verification, and the results were consistent with that of transcriptome sequencing, which indicated that the sequencing results were reliable. The present study provides a reference for further studying on the formation mechanism of meat flavor of Liancheng white duck and selection of genetic markers.
Key wordsLiancheng white duck    Cherry Valley duck    Chest muscle    Flavor related gene    RNA-seq
收稿日期: 2020-09-25      出版日期: 2021-04-01
ZTFLH:  S834  
基金资助:福建省自然科学基金(2019J05141); 福建省公益类科研院所专项(2018R1023-2); 福建省农业科学院自由探索科研专项(AA2018-27); 福建省农业科学院英才项目(YC2019009); 福建省农业科学院科技创新平台专项(CXPT0022019007)
通讯作者: * xinqingwu6656@126.com;zhengnz@163.com   
引用本文:   
章琳俐, 李丽, 朱志明, 缪中纬, 辛清武, 郑嫩珠. 基于RNA-seq鉴定连城白鸭肉质风味相关候选基因[J]. 农业生物技术学报, 2021, 29(4): 711-722.
ZHANG Lin-Li, LI Li, ZHU Zhi-Ming, MIAO Zhong-Wei, XIN Qing-Wu, ZHENG Nen-Zhu. Identification of Candidate Genes Related to Meat Flavor in Liancheng White Duck (Anas platyrhynchos) Based on RNA-seq. 农业生物技术学报, 2021, 29(4): 711-722.
链接本文:  
http://journal05.magtech.org.cn/Jwk_ny/CN/10.3969/j.issn.1674-7968.2021.04.009     或     http://journal05.magtech.org.cn/Jwk_ny/CN/Y2021/V29/I4/711
 
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