Mining Candidate Genes for Maize Tassel Spindle Length Based on a Genome-Wide Association Analysis.

IF 2.8 3区 生物学 Q2 GENETICS & HEREDITY Genes Pub Date : 2024-10-31 DOI:10.3390/genes15111413
Xudong Cao, Han Lu, Zhiwen Zhao, Yujie Lian, Hui Chen, Mengfan Yu, Fan Wang, Huayue Sun, Dong Ding, Xuehai Zhang, Xiaoyang Chen, Jihua Tang
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Abstract

Maize tassel spindle length is closely related to the number of pollen grains and the duration of the flowering stage, ultimately affecting maize yield and adaptations to stress conditions. In this study, 182 maize inbred lines were included in an association population. A genome-wide association study was conducted on maize tassel spindle length using the Q + K model. With p ≤ 1.0 × 10-4 applied as the significance threshold, 240 SNPs significantly associated with tassel spindle length were detected, which were associated with 99 quantitative trait loci (QTLs), with 21 QTLs detected in two or more environments. Moreover, 51 candidate genes were detected in 21 co-localized QTLs. A KEGG enrichment analysis and candidate gene expression analysis indicated that Zm00001d042312 affects plant hormone signal transduction and is highly expressed in maize tassels. A haplotype analysis of Zm00001d042312 revealed three main haplotypes, with significant differences between Hap1 and Hap2. In conclusion, we propose that Zm00001d042312 is a gene that regulates maize tassel spindle length. This study has further elucidated the genetic basis of maize tassel spindle length, while also providing excellent genetic targets and germplasm resources for the genetic improvement of maize tassel spindle length and yield.

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基于全基因组关联分析挖掘玉米穗轴长度的候选基因
玉米穗轴长度与花粉粒数量和花期长短密切相关,最终影响玉米产量和对胁迫条件的适应性。本研究将 182 个玉米近交系纳入一个关联群体。利用 Q + K 模型对玉米穗轴长度进行了全基因组关联研究。以 p≤1.0 × 10-4 为显著性阈值,发现了 240 个与穗轴长度显著相关的 SNPs,这些 SNPs 与 99 个数量性状位点(QTLs)相关,其中 21 个 QTLs 在两个或两个以上的环境中被检测到。此外,在 21 个共定位 QTL 中检测到 51 个候选基因。KEGG富集分析和候选基因表达分析表明,Zm00001d042312影响植物激素信号转导,并在玉米抽穗中高表达。对 Zm00001d042312 的单倍型分析发现了三种主要的单倍型,其中 Hap1 和 Hap2 有显著差异。总之,我们认为 Zm00001d042312 是一个调控玉米穗轴长度的基因。该研究进一步阐明了玉米穗轴长度的遗传基础,同时也为玉米穗轴长度和产量的遗传改良提供了很好的遗传目标和种质资源。
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来源期刊
Genes
Genes GENETICS & HEREDITY-
CiteScore
5.20
自引率
5.70%
发文量
1975
审稿时长
22.94 days
期刊介绍: Genes (ISSN 2073-4425) is an international, peer-reviewed open access journal which provides an advanced forum for studies related to genes, genetics and genomics. It publishes reviews, research articles, communications and technical notes. There is no restriction on the length of the papers and we encourage scientists to publish their results in as much detail as possible.
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