Characterization and genetic dissection of maize ear leaf midrib acquired by 3D digital technology
文献类型: 外文期刊
第一作者: Wu, Sheng
作者: Wu, Sheng;Wang, Jinglu;Wen, Weiliang;Zhang, Ying;Lu, Xianju;Wang, Chuanyu;Liu, Kai;Chen, Bo;Guo, Xinyu;Zhao, Chunjiang;Wu, Sheng;Wang, Jinglu;Wen, Weiliang;Zhang, Ying;Lu, Xianju;Wang, Chuanyu;Liu, Kai;Chen, Bo;Guo, Xinyu;Zhao, Chunjiang;Zhao, Yanxin
作者机构:
关键词: ear leaf; midrib spatial structure; 3D digitization; GWAS; candidate gene
期刊名称:FRONTIERS IN PLANT SCIENCE ( 影响因子:6.627; 五年影响因子:7.255 )
ISSN: 1664-462X
年卷期: 2022 年 13 卷
页码:
收录情况: SCI
摘要: The spatial morphological structure of plant leaves is an important index to evaluate crop ideotype. In this study, we characterized the three-dimensional (3D) data of the ear leaf midrib of maize at the grain-filling stage using the 3D digitization technology and obtained the phenotypic values of 15 traits covering four different dimensions of the ear leaf midrib, of which 13 phenotypic traits were firstly proposed for featuring plant leaf spatial structure. Cluster analysis results showed that the 13 traits could be divided into four groups, Group I, -II, -III and -IV. Group I contains HorizontalLength, OutwardGrowthMeasure, LeafAngle and DeviationTip; Group II contains DeviationAngle, MaxCurvature and CurvaturePos; Group III contains LeafLength and ProjectionArea; Group IV contains TipTop, VerticalHeight, UpwardGrowthMeasure, and CurvatureRatio. To investigate the genetic basis of the ear leaf midrib curve, 13 traits with high repeatability were subjected to genome-wide association study (GWAS) analysis. A total of 828 significantly related SNPs were identified and 1365 candidate genes were annotated. Among these, 29 candidate genes with the highest significant and multi-method validation were regarded as the key findings. In addition, pathway enrichment analysis was performed on the candidate genes of traits to explore the potential genetic mechanism of leaf midrib curve phenotype formation. These results not only contribute to further understanding of maize leaf spatial structure traits but also provide new genetic loci for maize leaf spatial structure to improve the plant type of maize varieties.
分类号:
- 相关文献
作者其他论文 更多>>
-
Bioenhanced remediation of dibutyl phthalate contaminated black soil by immobilized biochar microbiota
作者:Tao, Yue;Wang, Yao;Cui, Yunhe;Sun, Rui;Zhang, Bo;Qu, Jianhua;Zhang, Ying;Cai, Hongguang
关键词:Biochar; DBP; Microbial remediation; Black soil; Soil nutrient
-
Simultaneous profiling of chromatin-associated RNA at targeted DNA loci and RNA-RNA Interactions through TaDRIM-seq
作者:Ding, Cheng;Chen, Guoting;Luan, Shiping;Gao, Runxin;Fan, Yudong;Zhang, Ying;Wang, Xiaoting;Li, Guoliang;Foda, Mohamed F.;Yan, Jiapei;Li, Xingwang;Chen, Guoting;Li, Guoliang;Chen, Guoting;Li, Guoliang;Foda, Mohamed F.;Li, Xingwang;Li, Xingwang
关键词:
-
LettuceP3D: A tool for analysing 3D phenotypes of individual lettuce plants
作者:Ge, Xiaofen;Guo, Xinyu;Ge, Xiaofen;Wu, Sheng;Wen, Weiliang;Xiao, Pengliang;Lu, Xianju;Liu, Haishen;Zhang, Minggang;Guo, Xinyu;Ge, Xiaofen;Wu, Sheng;Wen, Weiliang;Xiao, Pengliang;Lu, Xianju;Liu, Haishen;Zhang, Minggang;Guo, Xinyu;Wu, Sheng;Wen, Weiliang;Shen, Fei
关键词:Lettuce; Point cloud segmentation; Deep learning; Phenotypic analysis algorithm
-
Enhanced removal of tetracycline from water using MgO-modified g-C3N4 composite: Synthesis optimization and mechanism investigation
作者:Yu, Hui;Gao, Longfei;Zhang, Xinyuan;Zhang, Shuang;Chi, Wenshi;Zhang, Long;Li, Jianzhuo;Tian, Yushi;Zhang, Ying;Cai, Hongguang
关键词:Heterojunction; Photocatalysis; Tetracycline degradation; Wastewater treatment
-
Microbial mechanism for improving biogas production performance from boiling acidified pig manure feedstock
作者:Wang, Ming;Liu, Kai;Li, Yunting;Peng, Hao;Wang, Qingjie;Wang, Manman;Wang, Ming;Li, Qichen;Li, Wenzhe
关键词:Two-phase anaerobic digestion; Pretreatment; Organic loading; Microbial diversity; Metabolic pathway
-
Enhanced remediation of cadmium-contaminated farmland by smooth vetch (Vicia villosa var.) coupled with phosphorus/sulfur co-doped biochar: Synergetic performance and mechanism
作者:Bi, Fuxuan;Jiang, Zhao;Wang, Mengning;Lin, Qiutong;Liu, Xiaoyang;Qu, Jianhua;Zhang, Ying;Fu, Libo;Fan, Hongli;Cao, Weidong
关键词:P/S co-doped; Biochar; Smooth vetch; Cadmium; Synergistic remediation
-
3D time-series phenotyping of lettuce in greenhouses
作者:Ma, Hanyu;Wen, Weiliang;Gou, Wenbo;Fan, Jiangchuan;Gu, Shenghao;Guo, Xinyu;Ma, Hanyu;Wen, Weiliang;Gou, Wenbo;Lu, Xianju;Fan, Jiangchuan;Zhang, Minggang;Liang, Yuqiang;Gu, Shenghao;Guo, Xinyu
关键词:Time-series; 3D phenotyping; Rail-driven phenotyping platform; Lettuce; Greenhouse