Agrigenomic Diversity Unleashed: Current Single Nucleotide Polymorphism Genotyping Methods for the Agricultural Sciences

Roger D. Lawrie, Steven E. Massey
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Abstract

Single Nucleotide Polymorphisms (SNPs) are variations that occur at single nucleotides in the genome and are present at an appreciable level in a population. SNPs can be linked to phenotypes of interest, for example diseases, recent adaptations, or species hybridization. They can also be used to study phylogeny and evolutionary history. Technologies that rapidly identify and catalog the presence of SNPs in a DNA sample are known as SNP genotyping panels, and they continue to undergo rapid development. Such methods have great utility across the agricultural sciences in diverse areas such as plant and animal breeding, pathogen and pesticide resistance identification, outbreak tracing, and hybridization detection. Here, we provide an overview of 14 different SNP genotyping technologies and weigh some of the pros and cons associated with each platform. This review is not comprehensive or technical, nor does it aim to be. Rather, the objective is to provide an introduction to the landscape of genotyping technologies for researchers who do not have experience with these methods. Three classes of SNP genotyping methods are Polymerase Chain Reaction (PCR)-based (nine different methods), microarray-based (one method), and Next-Generation Sequencing (NGS)-based (four different methods). We discuss how each genotyping class is suited for different niches; PCR-based has a low SNP count and high sample number, microarray-based has a very high SNP count and a moderate sample number, and Next-Generation Sequencing-based has a moderate SNP count and moderate number of samples. Included are basics about how the methods function and example use cases of each method. Additionally, we introduce and discuss the potential for the MinION sequencer in SNP genotyping. For each technology, we provide insights into cost, equipment needs, labor costs, experimental complexity, data output complexity, and accessibility. These considerations address the feasibility of deploying the technologies in an agricultural science environment.
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农业基因组多样性释放:当前农业科学的单核苷酸多态性基因分型方法
单核苷酸多态性(SNPs)是发生在基因组中单核苷酸的变异,并在人群中以可观的水平存在。snp可以与感兴趣的表型相关联,例如疾病、最近的适应或物种杂交。它们也可以用来研究系统发育和进化历史。快速识别和编目DNA样本中SNP存在的技术被称为SNP基因分型面板,它们继续经历快速发展。这些方法在农业科学的各个领域都有很大的应用,如动植物育种、病原体和农药抗性鉴定、疫情追踪和杂交检测。在这里,我们概述了14种不同的SNP基因分型技术,并权衡了与每种平台相关的一些优点和缺点。这个审查不是全面的或技术性的,它的目的也不是这样。相反,目标是为没有这些方法经验的研究人员提供对基因分型技术前景的介绍。三种类型的SNP基因分型方法是基于聚合酶链反应(PCR)(九种不同的方法),基于微阵列(一种方法)和基于下一代测序(NGS)(四种不同的方法)。我们讨论了每个基因分型类别如何适合不同的生态位;pcr技术具有低SNP计数和高样本数,微阵列技术具有非常高的SNP计数和中等样本数,下一代测序技术具有中等SNP计数和中等样本数。包括关于方法如何工作的基础知识和每个方法的示例用例。此外,我们介绍并讨论了MinION测序仪在SNP基因分型中的潜力。对于每种技术,我们提供了成本,设备需求,人工成本,实验复杂性,数据输出复杂性和可访问性的见解。这些考虑解决了在农业科学环境中部署这些技术的可行性。
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