Transcriptome Sequencing Identified Genes and Gene Ontologies Associated with Early Freezing Tolerance in Maize

被引:32
作者
Li, Zhao [1 ,2 ]
Hu, Guanghui [1 ,2 ,3 ]
Liu, Xiangfeng [1 ]
Zhou, Yao [1 ]
Li, Yu
Zhang, Xu [2 ]
Yuan, Xiaohui [2 ,5 ]
Zhang, Qian [1 ]
Yang, Deguang [1 ]
Wang, Tianyu [4 ]
Zhang, Zhiwu [1 ,2 ]
机构
[1] Northeast Agr Univ, Agron Coll, Harbin, Peoples R China
[2] Washington State Univ, Dept Crop & Soil Sci, Pullman, WA 99164 USA
[3] Heilongjiang Acad Agr Sci, Inst Maize Res, Harbin, Peoples R China
[4] Chinese Acad Agr Sci, Inst Crop Sci, Beijing, Peoples R China
[5] Wuhan Univ Technol, Dept Comp Sci, Wuhan, Peoples R China
来源
FRONTIERS IN PLANT SCIENCE | 2016年 / 7卷
基金
中国博士后科学基金;
关键词
freezing stress; maize; RNA-seq; DEGs; molecular mechanism; CHILLING-TOLERANCE; MOLECULAR CHARACTERIZATION; PROTEIN FAMILY; ABIOTIC STRESS; ARABIDOPSIS; COLD; EXPRESSION; REVEALS; DROUGHT; RESPONSES;
D O I
10.3389/fpls.2016.01477
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Originating in a tropical climate, maize has faced great challenges as cultivation has expanded to the majority of the world's temperate zones. In these zones, frost and cold temperatures are major factors that prevent maize from reaching its full yield potential. Among 30 elite maize inbred lines adapted to northern China, we identified two lines of extreme, but opposite, freezing tolerance levels highly tolerant and highly sensitive. During the seedling stage of these two lines, we used RNA-seq to measure changes in maize whole genome transcriptome before and after freezing treatment. In total, 19,794 genes were expressed, of which 4550 exhibited differential expression due to either treatment (before or after freezing) or line type (tolerant or sensitive). Of the 4550 differently expressed genes, 948 exhibited differential expression due to treatment within line or lines under freezing condition. Analysis of gene ontology found that these 948 genes were significantly enriched for binding functions (DNA binding, ATP binding, and metal ion binding), protein kinase activity, and peptidase activity. Based on their enrichment, literature support, and significant levels of differential expression, 30 of these 948 genes were selected for quantitative real-time PCR (qRT-PCR) validation. The validation confirmed our RNA-Seq-based findings, with squared correlation coefficients of 80% and 50% in the tolerance and sensitive lines, respectively. This study provided valuable resources for further studies to enhance understanding of the molecular mechanisms underlying maize early freezing response and enable targeted breeding strategies for developing varieties with superior frost resistance to achieve yield potential.
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页数:14
相关论文
共 81 条
[1]  
Adamczyk J., 1998, CROP DEV COOL WET EU, P65
[2]   Transcriptome profiling of low temperature-treated cassava apical shoots showed dynamic responses of tropical plant to cold stress [J].
An, Dong ;
Yang, Jun ;
Zhang, Peng .
BMC GENOMICS, 2012, 13
[3]  
[Anonymous], THESIS
[4]   Arabidopsis ELONGATED MITOCHONDRIA1 is required for localization of DYNAMIN-RELATED PROTEIN3A to mitochondrial fission sites [J].
Arimura, Shin-ichi ;
Fujimoto, Masaru ;
Doniwa, Yoko ;
Kadoya, Naoki ;
Nakazono, Mikio ;
Sakamoto, Wataru ;
Tsutsumi, Nobuhiro .
PLANT CELL, 2008, 20 (06) :1555-1566
[5]   Global analysis of Arabidopsis gene expression uncovers a complex array of changes impacting pathogen response and cell cycle during geminivirus infection [J].
Ascencio-Ibanez, Jose Trinidad ;
Sozzani, Rosangela ;
Lee, Tae-Jin ;
Chu, Tzu-Ming ;
Wolfinger, Russell D. ;
Cella, Rino ;
Hanley-Bowdoin, Linda .
PLANT PHYSIOLOGY, 2008, 148 (01) :436-454
[6]   The Arabidopsis peroxisome division mutant pdd2 is defective in the DYNAMIN-RELATED PROTEIN3A (DRP3A) gene [J].
Aung, Kyaw ;
Hu, Jianping .
PLANT SIGNALING & BEHAVIOR, 2009, 4 (06) :542-544
[7]   OXIDATIVE STRESS 3 is a chromatin-associated factor involved in tolerance to heavy metals and oxidative stress [J].
Blanvillain, Robert ;
Kim, Jong Heon ;
Wu, Shimei ;
Lima, Amparo ;
Ow, David W. .
PLANT JOURNAL, 2009, 57 (04) :654-665
[8]   Unexpected protein families including cell defense components feature in the N-myristoylome of a higher eukaryote [J].
Boisson, B ;
Giglione, C ;
Meinnel, T .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2003, 278 (44) :43418-43429
[9]   The sfr6 mutant of Arabidopsis is defective in transcriptional activation via CBF/DREB1 and DREB2 and shows sensitivity to osmotic stress [J].
Boyce, JM ;
Knight, H ;
Deyholos, M ;
Openshaw, MR ;
Galbraith, DW ;
Warren, G ;
Knight, MR .
PLANT JOURNAL, 2003, 34 (04) :395-406
[10]   Ice-binding proteins confer freezing tolerance in transgenic Arabidopsis thaliana [J].
Bredow, Melissa ;
Vanderbeld, Barbara ;
Walker, Virginia K. .
PLANT BIOTECHNOLOGY JOURNAL, 2017, 15 (01) :68-81