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Development and Applications of a High Throughput Genotyping Tool for Polyploid Crops: Single Nucleotide Polymorphism (SNP) Array

机译:多倍体作物高通量基因分型工具的开发和应用:单核苷酸多态性(SNP)阵列。

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摘要

Polypoid species play significant roles in agriculture and food production. Many crop species are polyploid, such as potato, wheat, strawberry, and sugarcane. Genotyping has been a daunting task for genetic studies of polyploid crops, which lags far behind the diploid crop species. Single nucleotide polymorphism (SNP) array is considered to be one of, high-throughput, relatively cost-efficient and automated genotyping approaches. However, there are significant challenges for SNP identification in complex, polyploid genomes, which has seriously slowed SNP discovery and array development in polyploid species. Ploidy is a significant factor impacting SNP qualities and validation rates of SNP markers in SNP arrays, which has been proven to be a very important tool for genetic studies and molecular breeding. In this review, we (1) discussed the pros and cons of SNP array in general for high throughput genotyping, (2) presented the challenges of and solutions to SNP calling in polyploid species, (3) summarized the SNP selection criteria and considerations of SNP array design for polyploid species, (4) illustrated SNP array applications in several different polyploid crop species, then (5) discussed challenges, available software, and their accuracy comparisons for genotype calling based on SNP array data in polyploids, and finally (6) provided a series of SNP array design and genotype calling recommendations. This review presents a complete overview of SNP array development and applications in polypoid crops, which will benefit the research in molecular breeding and genetics of crops with complex genomes.
机译:息肉种类在农业和粮食生产中起着重要作用。许多农作物都是多倍体,例如马铃薯,小麦,草莓和甘蔗。基因分型一直是多倍体作物遗传研究的艰巨任务,远远落后于二倍体作物物种。单核苷酸多态性(SNP)阵列被认为是高通量,相对成本有效的自动基因分型方法之一。然而,在复杂的多倍体基因组中对SNP鉴定存在重大挑战,这严重减慢了多倍体物种中SNP的发现和阵列开发。倍性是影响SNP阵列中SNP质量和SNP标记验证率的重要因素,已被证明是遗传研究和分子育种的非常重要的工具。在本文中,我们(1)讨论了SNP阵列在高通量基因分型中的优缺点,(2)提出了SNP调用多倍体物种的挑战和解决方案,(3)总结了SNP选择标准和注意事项多倍体物种的SNP阵列设计,(4)说明了SNP阵列在几种不同多倍体作物物种中的应用,然后(5)讨论了挑战,可用软件及其基于多倍体中SNP阵列数据进行基因型鉴定的准确性比较,最后(6) )提供了一系列SNP阵列设计和基因型调用建议。这篇综述全面介绍了多态性作物中SNP阵列的开发和应用,这将有利于复杂基因组作物的分子育种和遗传学研究。

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