Identification of SNPs and Candidate Genes Associated with Fecundity Trait Using BSA-seq and RNA-seq in Exopalaemon carinicauda.

IF 2.6 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Jiajia Wang, Qianqian Ge, Qiong Wang, Xiuhong Zhang, Jian Li, Jitao Li
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Abstract

Reproductive traits are of paramount importance as economic traits in shrimps, playing a vital role in enhancing commercial larval production within the aquaculture industry. Identifying genetic markers associated with reproductive traits is essential for implementing genomic and marker-assisted selection strategies to enhance reproductive performance. However, the existing knowledge of such genetic markers in Exopalaemon carinicauda remains relatively limited. In this study, we utilized next-generation sequencing coupled with bulked segregant analysis to identify molecular markers and candidate genes associated with reproductive traits in E. carinicauda using a F2 population. A total of 31,048,793 SNPs and 3193 indels were identified between the two pools. Six candidate regions, spanning 72.24 Mb on chromosomes 6, 14, 15, 21, 23, and 35, were consistently identified through Euclidean distance and ΔSNP-index analyses, encompassing 609 genes. Kyoto Encyclopedia of Genes and Genomes analysis revealed significant associations with pathways such as ovarian steroidogenesis, oocyte meiosis, insulin signaling, GnRH signaling, and estrogen signaling. Among these, 22 genes showed strong links to ovarian development based on comparative transcriptomic analysis across 4 ovarian development stages. The integrated analysis of whole genome and transcriptome data showed that four genes (juvenile hormone esterase carboxylesterase, aurora kinase A, insulin-like peptide receptor, and Argonaute 3) might play important roles in regulating reproductive traits of E. carinicauda. Five SNP loci were validated employing a general linear model that are significantly associated with fecundity traits in the F2 population. These findings not only offer valuable insights into the genetic underpinnings of reproductive traits but also provide a strong foundation for the development of genomic and marker-assisted selection strategies aimed at enhancing fecundity traits in E. carinicauda.

利用BSA-seq和RNA-seq技术鉴定育性性状相关snp和候选基因。
生殖性状是虾类最重要的经济性状,对提高水产养殖业的商业幼体产量起着至关重要的作用。识别与生殖性状相关的遗传标记对于实施基因组和标记辅助选择策略以提高生殖性能至关重要。然而,现有的知识,这些遗传标记在外稃carinicauda仍然相对有限。在这项研究中,我们利用新一代测序结合散装分离分析,在一个F2群体中鉴定了与E. carinicauda生殖性状相关的分子标记和候选基因。在两个库中共鉴定出31,048,793个snp和3193个索引。6个候选区域,跨越72.24 Mb,位于6、14、15、21、23和35号染色体上,通过欧几里得距离和ΔSNP-index分析一致确定,包含609个基因。京都基因和基因组百科分析显示,与卵巢类固醇发生、卵母细胞减数分裂、胰岛素信号、GnRH信号和雌激素信号等途径有显著关联。通过对4个卵巢发育阶段的比较转录组学分析,其中22个基因显示出与卵巢发育密切相关。全基因组和转录组数据的综合分析表明,4个基因(幼年激素酯酶羧酯酶、极光激酶A、胰岛素样肽受体和Argonaute 3)可能在调节棘毛蟹生殖性状中发挥重要作用。采用一般线性模型验证了5个SNP位点,它们与F2群体的繁殖力性状显著相关。这些发现不仅为研究繁殖性状的遗传基础提供了有价值的见解,而且为开发旨在提高牛尾草繁殖力性状的基因组和标记辅助选择策略提供了坚实的基础。
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来源期刊
Marine Biotechnology
Marine Biotechnology 工程技术-海洋与淡水生物学
CiteScore
4.80
自引率
3.30%
发文量
95
审稿时长
2 months
期刊介绍: Marine Biotechnology welcomes high-quality research papers presenting novel data on the biotechnology of aquatic organisms. The journal publishes high quality papers in the areas of molecular biology, genomics, proteomics, cell biology, and biochemistry, and particularly encourages submissions of papers related to genome biology such as linkage mapping, large-scale gene discoveries, QTL analysis, physical mapping, and comparative and functional genome analysis. Papers on technological development and marine natural products should demonstrate innovation and novel applications.
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