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Bioinformatics Analysis of Microarray Data to Reveal Novel Genes Related to Cold-Resistance of Maize

Authors :
Y. H. Lai
L. Y. Pan
S. Y. Li
H. Lin
Y. H. Ma
G. W. Yang
D. Q. Sun
Source :
Russian Journal of Plant Physiology. 65:278-285
Publication Year :
2018
Publisher :
Pleiades Publishing Ltd, 2018.

Abstract

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.

Details

ISSN :
16083407 and 10214437
Volume :
65
Database :
OpenAIRE
Journal :
Russian Journal of Plant Physiology
Accession number :
edsair.doi...........4d4932b1e66e02f0a8fc5f2bf665b011
Full Text :
https://doi.org/10.1134/s1021443718020152