Abstract

BackgroundThe fluctuation of nitrogen (N) contents profoundly affects the root growth and architecture in maize by altering the expression of thousands of genes. The differentially expressed genes (DEGs) in response to N have been extensively reported. However, information about the effects of N variation on the alternative splicing in genes is limited.ResultsTo reveal the effects of N on the transcriptome comprehensively, we studied the N-starved roots of B73 in response to nitrate treatment, using a combination of short-read sequencing (RNA-seq) and long-read sequencing (PacBio-sequencing) techniques. Samples were collected before and 30 min after nitrate supply. RNA-seq analysis revealed that the DEGs in response to N treatment were mainly associated with N metabolism and signal transduction. In addition, we developed a workflow that utilizes the RNA-seq data to improve the quality of long reads, increasing the number of high-quality long reads to about 2.5 times. Using this workflow, we identified thousands of novel isoforms; most of them encoded the known functional domains and were supported by the RNA-seq data. Moreover, we found more than 1000 genes that experienced AS events specifically in the N-treated samples, most of them were not differentially expressed after nitrate supply-these genes mainly related to immunity, molecular modification, and transportation. Notably, we found a transcription factor ZmNLP6, a homolog of AtNLP7-a well-known regulator for N-response and root growth-generates several isoforms varied in capacities of activating downstream targets specifically after nitrate supply. We found that one of its isoforms has an increased ability to activate downstream genes. Overlaying DEGs and DAP-seq results revealed that many putative targets of ZmNLP6 are involved in regulating N metabolism, suggesting the involvement of ZmNLP6 in the N-response.ConclusionsOur study shows that many genes, including the transcription factor ZmNLP6, are involved in modulating early N-responses in maize through the mechanism of AS rather than altering the transcriptional abundance. Thus, AS plays an important role in maize to adapt N fluctuation.

Highlights

  • The fluctuation of nitrogen (N) contents profoundly affects the root growth and architecture in maize by altering the expression of thousands of genes

  • After 2 weeks, we found that the plants grown under deficient N (DN) conditions developed longer primary root length, compared with that grown under sufficient N (SN) conditions (38.33 cm ± 3.03 vs. 28.13 cm ± 1.0, p-value < 0.05, Fig. 1a and b)

  • Compared with plants grown under SN conditions, the shoot biomass to root biomass (S/R) ratios of plants grown under DN conditions was significantly decreased (3.24 ± 0.75 vs. 1.93 ± 0.30, P-value < 0.05, Fig. 1c)

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Summary

Introduction

The fluctuation of nitrogen (N) contents profoundly affects the root growth and architecture in maize by altering the expression of thousands of genes. Nitrogen (N), one of the most important nutrients in the soil, has been extensively used to guarantee the high yield formation of crops [2,3,4]. Using the gene-chip and second-generation sequencing (SGS) technology, several studies have revealed the modifications in the global gene expression by the fluctuation of N availability [12,13,14,15]. These Nregulated genes are associated with a wide range of functions, including metabolism, growth, and development. Besides the protein-coding transcripts, long noncoding RNA (lncRNA) has been demonstrated playing regulatory roles in response to environmental N variation as well [18]

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