Comparative RNA-Seq Analysis Reveals That Regulatory Network of Maize Root Development Controls the Expression of Genes in Response to N Stress

• Published in: PloS one Vol. 11; no. 3; p. e0151697
• Main Authors: He, Xiujing, Ma, Haixia, Zhao, Xiongwei, Nie, Shujun, Li, Yuhua, Zhang, Zhiming, Shen, Yaou, Chen, Qi, Lu, Yanli, Lan, Hai, Zhou, Shufeng, Gao, Shibin, Pan, Guangtang, Lin, Haijian
• Format: Journal Article
• Language: English
• Published: United States Public Library of Science 18.03.2016; Public Library of Science (PLoS)
• Subjects: Agriculture; Analysis; Arabidopsis; Base Sequence; Biological Transport - genetics; Biology; Biology and life sciences; Cereal crops; Cluster analysis; Comparative analysis; Corn; Crop yield; DNA-Binding Proteins - genetics; Gene expression; Gene Expression Profiling; Gene Expression Regulation, Plant - genetics; Gene Regulatory Networks - genetics; Gene Regulatory Networks - physiology; Genes; Genetic aspects; Genomes; Genotypes; Grain; Growth; Laboratories; Metabolism; Nitrogen; Nitrogen - deficiency; Nitrogen - metabolism; Nutrient content; Oryza; Physiological aspects; Physiology; Plant Proteins - genetics; Plant roots; Plant Roots - growth & development; Plant Shoots - growth & development; Proteins; Repressors; Research and Analysis Methods; Ribonucleic acid; RNA; RNA sequencing; Root development; Roots; Sequence Analysis, RNA; Signaling; Stress (Physiology); Stress, Physiological - physiology; Transcription factors; Transcription Factors - metabolism; Transcriptome - genetics; Zea mays - growth & development; China
• ISSN: 1932-6203; 1932-6203
• DOI: 10.1371/journal.pone.0151697

Nitrogen (N) is an essential nutrient for plants, and it directly affects grain yield and protein content in cereal crops. Plant root systems are not only critical for anchorage in the soil, but also for N acquisition. Therefore, genes controlling root development might also affect N uptake by plants. In this study, the responses of nitrogen on root architecture of mutant rtcs and wild-type of maize were investigated by morphological and physiological analysis. Subsequently, we performed a comparative RNA-Seq analysis to compare gene expression profiles between mutant rtcs roots and wild-type roots under different N conditions. We identified 786 co-modulated differentially expressed genes (DEGs) related to root development. These genes participated in various metabolic processes. A co-expression cluster analysis and a cis-regulatory motifs analysis revealed the importance of the AP2-EREBP transcription factor family in the rtcs-dependent regulatory network. Some genotype-specific DEGs contained at least one LBD motif in their promoter region. Further analyses of the differences in gene transcript levels between rtcs and wild-type under different N conditions revealed 403 co-modulated DEGs with distinct functions. A comparative analysis revealed that the regulatory network controlling root development also controlled gene expression in response to N-deficiency. Several AP2-EREBP family members involved in multiple hormone signaling pathways were among the DEGs. These transcription factors might play important roles in the rtcs-dependent regulatory network related to root development and the N-deficiency response. Genes encoding the nitrate transporters NRT2-1, NAR2.1, NAR2.2, and NAR2.3 showed much higher transcript levels in rtcs than in wild-type under normal-N conditions. This result indicated that the LBD gene family mainly functions as transcriptional repressors, as noted in other studies. In summary, using a comparative RNA-Seq-based approach, we identified DEGs related to root development that also participated in the N-deficiency response in maize. These findings will increase our understanding of the molecular regulatory networks controlling root development and N-stress responses.