Bioinformatics Analysis of Microarray Data to Reveal Novel Genes Related to Cold-Resistance of Maize
文献类型: 外文期刊
作者: Ma, Y. H. 1 ; Li, S. Y. 2 ; Lin, H. 2 ; Pan, L. Y. 2 ; Yang, G. W. 2 ; Lai, Y. H. 3 ; Sun, D. Q. 2 ;
作者机构: 1.Heilongjiang Acad Agr Sci, Postdoctoral Programme, Harbin 150086, Heilongjiang, Peoples R China
2.Heilongjiang Acad Agr Sci, Inst Pratacultural Sci, Harbin 150086, Heilongjiang, Peoples R China
3.Heilongjiang Agr Dev Design Inst, Harbin 150040, Heilongjiang, Peoples R China
关键词: Zea mays; cold-resistance of maize; differentially-expressed genes; protein-protein interaction network; functional enrichment
期刊名称:RUSSIAN JOURNAL OF PLANT PHYSIOLOGY ( 影响因子:1.481; 五年影响因子:1.608 )
ISSN: 1021-4437
年卷期: 2018 年 65 卷 2 期
页码:
收录情况: SCI
摘要: Low temperature has become a major abiotic stress factor that can reduce maize yield and cause a number of economic loss. This study was designed to identify key genes and pathways associated with coldresistance of maize. The gene expression profile GSE46704, including 4 control temperature treated plants and 4 low temperature treated plants, was downloaded from the Gene Expression Omnibus database. Differentially-expressed genes (DEGs) were identified by limma package. Then, protein-protein interaction (PPI) network and module selection were constructed using Cytoscape. Moreover, the DEGs were re-matched based on the Zea mays L. gene ID and symbol data from PlantRegMap. Finally, the re-matched DEGs were performed functional and pathway enrichment analyses by the DAVID online tool. A total of 750 DEGs were screened (including 387 up-regulated and 363 down-regulated genes) In the PPI network, GRMZM2G070837_P01 and GRMZM2G114578_P01 had higher degrees. Besides, carbohydrate metabolic process, starch and sucrose metabolism and biosynthesis of secondary metabolites were significantly enriched in functional and pathway enrichment analysis. GRMZM2G070837_P01 and GRMZM2G114578_P01 might play a critical role in cold-resistance of maize. Meanwhile, carbohydrate metabolic process, starch and sucrose metabolism and biosynthesis of secondary metabolites might function in cold-resistance of maize.
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