Genome-Wide Pathway Analysis of Microarray Data Identifies Risk Pathways Related to Salt Stress in Arabidopsis Thaliana

被引:4
作者
Zhang, Mingming [1 ,2 ]
Mu, Hongbo [3 ]
Zhang, Ruijie [2 ]
Liu, Shenkui [1 ]
Lee, Imshik [1 ,4 ]
机构
[1] Northeast Forestry Univ, ASNESC, Minist Educ, Lab Saline Alkali Vegetat Ecol Restorat Oil Fiel, Harbin, Heilongjiang, Peoples R China
[2] Harbin Med Univ, Coll Bioinformat Sci & Technol, Harbin, Heilongjiang, Peoples R China
[3] Northeast Forestry Univ, Coll Sci, Harbin, Heilongjiang, Peoples R China
[4] Nankai Univ, Sch Phys, 94 Weijin Rd, Tianjin 300071, Peoples R China
基金
中国国家自然科学基金;
关键词
Salt stress; Pathway analysis; Arabidopsis thaliana; Gene microarray; RESPONSIVE GENES; ASSOCIATION; ENRICHMENT;
D O I
10.1007/s12539-018-0288-1
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Salt stress is a common abiotic stress in agricultural production, which is affected by multiple genes and environmental factors. Although transcriptome analyses have detected some salt-related genes in Arabidopsis thaliana, these genes are often major genes and can not adequately explain the molecular mechanism of salt tolerance. Some genes related to salt stress, but does not reach significant threshold in gene expression analysis (called modest effect genes), are often ignored. Therefore, we took full account of the role of modest effect genes and performed a pathway-based analysis of three gene microarray datasets to identify the pathways related to salt stress. We also compared these results with the pathways identified by major genes. Finally, three pathways were identified as salt-related pathways, some of which were previously reported to be related to salt stress in plants, while others are novel. These findings will help us to study the molecular mechanism of salt stress, but also provide a new perspective for the study of salt tolerance in Arabidopsis thaliana.
引用
收藏
页码:566 / 571
页数:6
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