乌鳢生长性状全基因组关联分析

    Genome-wide association study of growth traits in Channa argus

    • 摘要:
      目的 乌鳢(Channa argus)是中国重要淡水经济鱼类,近年来受环境和养殖方式等影响,种质资源逐渐退化。本文利用全基因组关联分析(GWAS)方法研究乌鳢生长性状的遗传基础,以期为其种质资源保护和良种选育提供依据。
      方法 利用Illumina Nova(PE150)平台和SuperGBS技术对405尾乌鳢进行简化基因组测序;利用EMMAX软件的高效混合模型进行GWAS分析,寻找乌鳢的生长性状显著关联SNP;扫描显著性位点上下游50 kb的序列,查找潜在候选基因,根据NCBI数据库和文献检索结果,注释候选基因的生物学功能,筛选与目标性状相关的候选功能基因。
      结果 测序数据过滤后共获得47536个SNP位点,GWAS分析筛选到3个与体质量性状显著关联的SNP位点:283106028308642830886。扫描显著性位点上下游50 kb序列,注释到7个与乌鳢体质量相关联的候选功能基因;此外,还筛选到6个全长性状的潜在关联SNP位点,注释到17个与全长性状相关联的潜在候选功能基因。在这些功能基因中,有7个与全长和体质量性状均存在关联,分别是irak3、tuba1ahspa14prlrint1helbnet1,其主要参与乌鳢的生长代谢、发育调控、细胞增殖和免疫调控等生物学过程。
      结论 本研究挖掘的SNP及功能基因与乌鳢的体质量和全长性状存在显著关联,可为乌鳢生长性状的机制解析、良种选育和资源保护提供重要参考。

       

      Abstract:
      Objective The Channa argus is an important freshwater economic fish in China. In recent years, due to environmental impacts and breeding methods, the genetic resources have gradually deteriorated. This study aims to investigate the genetic basis of growth traits in C. argus using genome-wide association studies (GWAS) to provide a basis for the conservation of genetic resources and the selection of superior breeds in C. argus.
      Methods A total of 405 individuals of C. argus were subjected to reduced-representation genome sequencing using the Illumina Nova (PE150) platform and SuperGBS technology. The GWAS analysis was performed using the efficient mixed model of the EMMAX software to identify SNPs significantly associated with growth traits. Sequences within 50 kb upstream and downstream of the significant loci were scanned to identify potential candidate genes. The biological functions of the candidate genes were annotated based on the NCBI database and literature search results, and candidate functional genes related to the target traits were screened.
      Results After filtering the sequencing data, a total of 47 536 SNP loci were obtained. GWAS analysis identified three SNPs significantly associated with body mass traits: 2831060, 2830864, and 2830886. By scanning sequences within 50 kb upstream and downstream of the significant loci, seven candidate functional genes related to body mass in C. argus were annotated. In addition, six potential SNPs associated with total length traits were identified, and 17 potential candidate functional genes related to total length traits were annotated. Among these functional genes, seven were associated with both total length and body mass traits, namely irak3, tuba1a, hspa14, prl, rint1, helb and net1. These functional genes are mainly involved in biological processes such as growth metabolism, developmental regulation, cell proliferation, and immune regulation in C. argus.
      Conclusion The identified SNPs and functional genes are significantly associated with body mass and total length traits in C. argus, providing important references for the mechanism analysis of growth traits, superior breed selection, and resource conservation in C. argus.

       

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