Li Jing, Li Delin, Espinosa Cristian Zavala, Pastor Viridiana Trejo, Rasheed Awais, Rojas Natalia Palacios, Wang Jiankang, Varela Amalio Santacruz, Carolina de Almeida Silva Natália, Schnable Patrick S, Costich Denise E, Li Huihui
Institute of Crop Sciences, The National Key Facility for Crop Gene Resources and Genetic Improvement and CIMMYT China office, Chinese Academy of Agricultural Sciences, Beijing, China.
Data Biotech (Beijing) Co., Ltd., Beijing, China.
J Exp Bot. 2021 Feb 24;72(4):1307-1320. doi: 10.1093/jxb/eraa480.
Popcorn (Zea mays L. var. Everta) is the most ancient type of cultivated maize. However, there is little known about the genetics of popping-related traits based on genotyping-by-sequencing (GBS) technology. Here, we characterized the phenotypic variation for seven popping-related traits in maize kernels among 526 CIMMYT inbred lines (CMLs). In total, 155 083 high-quality single nucleotide polymorphism (SNP) markers were identified by a GBS approach. Several trait-associated loci were detected by genome-wide association study for color, popping expansion volume, shape, pericarp, flotation index, floury/vitreous, and protein content, explaining a majority of the observed phenotypic variance, and these were validated by a diverse panel comprising 764 tropical landrace accessions. Sixty two of the identified loci were recognized to have undergone selection. On average, there was a 55.27% frequency for alleles that promote popping in CMLs. Our work not only pinpoints previously unknown loci for popping-related traits, but also reveals that many of these loci have undergone selection. Beyond establishing a new benchmark for the genetics of popcorn, our study provides a foundation for gene discovery and breeding. It also presents evidence to investigate the role of a gradual loss of popping ability as a by-product of diversification of culinary uses throughout the evolution of teosinte-to-modern maize.
爆裂玉米(Zea mays L. var. Everta)是最古老的栽培玉米类型。然而,基于简化基因组测序(GBS)技术,关于爆裂相关性状的遗传学却知之甚少。在此,我们对526份国际玉米小麦改良中心(CIMMYT)自交系(CMLs)玉米籽粒的7个爆裂相关性状的表型变异进行了特征分析。通过GBS方法共鉴定出155083个高质量单核苷酸多态性(SNP)标记。通过全基因组关联研究检测到了几个与颜色、爆裂膨胀体积、形状、果皮、漂浮指数、粉质/角质以及蛋白质含量等性状相关的位点,这些位点解释了大部分观察到的表型变异,并且在由764份热带地方品种组成的多样化群体中得到了验证。已鉴定出的62个位点被认为经历了选择。平均而言,CMLs中促进爆裂的等位基因频率为55.27%。我们的工作不仅确定了先前未知的爆裂相关性状位点,还揭示了其中许多位点经历了选择。除了为爆裂玉米遗传学建立新的基准外,我们的研究还为基因发现和育种提供了基础。它还为研究在从大刍草到现代玉米的整个进化过程中,爆裂能力逐渐丧失作为烹饪用途多样化副产品的作用提供了证据。