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Fish Genomics and Its Application in Disease‐Resistance Breeding

标记辅助选择 背景(考古学) 植物抗病性 水产养殖 基因组学 生物 选择(遗传算法) 分子育种 渔业 生物技术 数量性状位点 基因组编辑 遗传学 计算生物学 基因组 计算机科学 基因 古生物学 人工智能
作者
Yu Huang,Zeyu Li,Mengcheng Li,Xinhui Zhang,Qiong Shi,Zhen Xu
出处
期刊:Reviews in Aquaculture [Wiley]
卷期号:17 (1) 被引量:27
标识
DOI:10.1111/raq.12973
摘要

ABSTRACT Global aquaculture production has been rising for several decades, with up to 76% of the total production from fish. However, the problem of fish diseases is becoming more and more prominent in today's context of pursuing sustainable aquaculture. Since the first fish genome assembly reported in 2002, genomic approaches have been successfully implemented in fish breeding to enhance disease resistance and reduce economic losses caused by diverse fish diseases. Here, we present a review of the current progress in fish genomics and its application in disease‐resistance breeding. First, assembly data for all publicly available fish genomes were curated and statistical analysis of these data were performed. Subsequently, genomics‐assisted breeding approaches (including quantitative trait loci mapping, genome‐wide association study, marker‐assisted selection, genomic selection, gene transfer, and genome editing) that have been applied in practical disease–resistance breeding programs are outlined. In addition, candidate genetic markers that could possibly be utilized in breeding were summarized. Finally, remaining challenges and further directions were discussed. In summary, this review provides insight into fish genomics and genomics‐assisted breeding of disease‐resistant fish varieties.
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