Differential analysis and genome-wide association analysis of stomata density of maize inbred lines leaves at ear position

IF 1 4区 农林科学 Q3 AGRONOMY
Yu Jin, Jinglu Wang, Ying Zhang, Yanxin Zhao, Xianju Lu, Weiliang Wen, Xiangyin Liu, Xinyu Guo, Chunjiang Zhao
{"title":"Differential analysis and genome-wide association analysis of stomata density of maize inbred lines leaves at ear position","authors":"Yu Jin, Jinglu Wang, Ying Zhang, Yanxin Zhao, Xianju Lu, Weiliang Wen, Xiangyin Liu, Xinyu Guo, Chunjiang Zhao","doi":"10.1139/cjps-2023-0006","DOIUrl":null,"url":null,"abstract":"The stomata of maize leaves is closely related to photosynthesis and transpiration, and the genetic study of maize stomatal phenotypesis important for maize breeding. In this study, rapid scanning electron microscopy (RSEM) was used to obtain images of the abaxial stomata of 457 maize inbred lines with extensive genetic variation, and the trait of stomata density was obtained by counting. The results showed that stomata density was significantly correlated with ear leaf width. And analysis of variance found that there were significant differences (P value<0.05) in stomata density among different ear leaf width, 100-grain weight, kernel number per row, ear row number and kernel weight per corn. High yield-related lines had higher stomata density than those of low yield-related lines. Moreover, high yield-related leaf shape promotes high kernel weight per corn, and lines with medium stomata density promoted kernel weight per corn significantly. Finally, genome-wide association analysis was performed using a mixed linear model (MLM). It showed that eight SNPs significantly associated with stomata density were obtained, which could explain 35.507% of the phenotypic variation. Among these, four SNPs on chromosome 5 were tightly linked, mainly formatting two haplotypes: CTTA (0.636) and TCCG (0.330). Twelve genes with functional annotation were identified within 100 kb upstream and downstream of the eight SNPs. Of these, GRMZM2G068277 had been shown to be involved in plant mitotic processes and exhibited high expression at the leaf base. The results presented here will provide references for further cloning of functional genes related to stomata density.","PeriodicalId":9530,"journal":{"name":"Canadian Journal of Plant Science","volume":" ","pages":""},"PeriodicalIF":1.0000,"publicationDate":"2023-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Canadian Journal of Plant Science","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1139/cjps-2023-0006","RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"AGRONOMY","Score":null,"Total":0}
引用次数: 0

Abstract

The stomata of maize leaves is closely related to photosynthesis and transpiration, and the genetic study of maize stomatal phenotypesis important for maize breeding. In this study, rapid scanning electron microscopy (RSEM) was used to obtain images of the abaxial stomata of 457 maize inbred lines with extensive genetic variation, and the trait of stomata density was obtained by counting. The results showed that stomata density was significantly correlated with ear leaf width. And analysis of variance found that there were significant differences (P value<0.05) in stomata density among different ear leaf width, 100-grain weight, kernel number per row, ear row number and kernel weight per corn. High yield-related lines had higher stomata density than those of low yield-related lines. Moreover, high yield-related leaf shape promotes high kernel weight per corn, and lines with medium stomata density promoted kernel weight per corn significantly. Finally, genome-wide association analysis was performed using a mixed linear model (MLM). It showed that eight SNPs significantly associated with stomata density were obtained, which could explain 35.507% of the phenotypic variation. Among these, four SNPs on chromosome 5 were tightly linked, mainly formatting two haplotypes: CTTA (0.636) and TCCG (0.330). Twelve genes with functional annotation were identified within 100 kb upstream and downstream of the eight SNPs. Of these, GRMZM2G068277 had been shown to be involved in plant mitotic processes and exhibited high expression at the leaf base. The results presented here will provide references for further cloning of functional genes related to stomata density.
玉米自交系穗位叶片气孔密度的差异分析和全基因组关联分析
玉米叶片气孔与光合作用和蒸腾作用密切相关,气孔表型的遗传研究对玉米育种具有重要意义。本研究采用快速扫描电子显微镜(RSEM)对457个具有广泛遗传变异的玉米自交系的背面气孔进行了成像,并通过计数获得了气孔密度特征。结果表明,气孔密度与穗叶宽度显著相关。方差分析发现,不同穗叶宽度、百粒重、每行粒数、穗行数和每粒玉米粒重的玉米气孔密度存在显著差异(P值<0.05)。高产相关品系的气孔密度高于低产相关品系。此外,与产量相关的高叶型促进了高玉米粒重,中等气孔密度的品系显著促进了玉米粒重。最后,使用混合线性模型(MLM)进行全基因组关联分析。结果表明,获得了8个与气孔密度显著相关的SNPs,可解释35.507%的表型变异。其中,5号染色体上的4个SNPs紧密相连,主要形成两个单倍型:CTTA(0.636)和TCCG(0.330)。在8个SNPs的上游和下游100kb内鉴定出12个具有功能注释的基因。其中,GRMZM2G068277已被证明参与植物有丝分裂过程,并在叶基表现出高表达。本文的研究结果将为进一步克隆与气孔密度相关的功能基因提供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
1.90
自引率
8.30%
发文量
91
审稿时长
1 months
期刊介绍: Published since 1957, the Canadian Journal of Plant Science is a bimonthly journal that contains new research on all aspects of plant science relevant to continental climate agriculture, including plant production and management (grain, forage, industrial, and alternative crops), horticulture (fruit, vegetable, ornamental, greenhouse, and alternative crops), and pest management (entomology, plant pathology, and weed science). Cross-disciplinary research in the application of technology, plant breeding, genetics, physiology, biotechnology, microbiology, soil management, economics, meteorology, post-harvest biology, and plant production systems is also published. Research that makes a significant contribution to the advancement of knowledge of crop, horticulture, and weed sciences (e.g., drought or stress resistance), but not directly applicable to the environmental regions of Canadian agriculture, may also be considered. The Journal also publishes reviews, letters to the editor, the abstracts of technical papers presented at the meetings of the sponsoring societies, and occasionally conference proceedings.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信