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甜玉米关联面板和全基因组关联分析揭示了耐冷发芽的基因座。

Sweet corn association panel and genome-wide association analysis reveal loci for chilling-tolerant germination.

机构信息

Institute of Maize and Featured Upland Crops, Zhejiang Academy of Agricultural Sciences, Dongyang, 322100, China.

Horticultural Research Institute, Jilin City Academy of Agricultural Sciences, Jilin, 132000, China.

出版信息

Sci Rep. 2024 May 11;14(1):10791. doi: 10.1038/s41598-024-61797-7.

Abstract

Sweet corn is highly susceptible to the deleterious effects of low temperatures during the initial stages of growth and development. Employing a 56K chip, high-throughput single-nucleotide polymorphism (SNP) sequencing was conducted on 100 sweet corn inbred lines. Subsequently, six germination indicators-germination rate, germination index, germination time, relative germination rate, relative germination index, and relative germination time-were utilized for genome-wide association analysis. Candidate genes were identified via comparative analysis of homologous genes in Arabidopsis and rice, and their functions were validated using quantitative real-time polymerase chain reaction (qRT-PCR). The results revealed 35,430 high-quality SNPs, 16 of which were significantly correlated. Within 50 kb upstream and downstream of the identified SNPs, 46 associated genes were identified, of which six were confirmed as candidate genes. Their expression patterns indicated that Zm11ΒHSDL5 and Zm2OGO likely play negative and positive regulatory roles, respectively, in the low-temperature germination of sweet corn. Thus, we determined that these two genes are responsible for regulating the low-temperature germination of sweet corn. This study contributes valuable theoretical support for improving sweet corn breeding and may aid in the creation of specific germplasm resources geared toward enhancing low-temperature tolerance in sweet corn.

摘要

甜玉米在生长发育的初始阶段对低温的有害影响极为敏感。采用 56K 芯片,对 100 个甜玉米自交系进行高通量单核苷酸多态性 (SNP) 测序。随后,利用六个发芽指标(发芽率、发芽指数、发芽时间、相对发芽率、相对发芽指数和相对发芽时间)进行全基因组关联分析。通过比较拟南芥和水稻的同源基因进行候选基因鉴定,并通过定量实时聚合酶链反应 (qRT-PCR) 验证其功能。结果共鉴定出 35430 个高质量 SNPs,其中 16 个 SNP 与甜玉米发芽率显著相关。在鉴定出的 SNPs 上下游 50kb 范围内,共鉴定出 46 个相关基因,其中 6 个被确认为候选基因。它们的表达模式表明,Zm11ΒHSDL5 和 Zm2OGO 可能分别在甜玉米的低温发芽中起负调控和正调控作用。因此,我们确定这两个基因负责调节甜玉米的低温发芽。本研究为提高甜玉米的育种水平提供了有价值的理论支持,并可能有助于创造专门的种质资源,以提高甜玉米对低温的耐受性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c5d/11088700/49215f7dc0d0/41598_2024_61797_Fig1_HTML.jpg

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