Biology · 2021 · 14 citations · 33 references
Life SciencesCrop SciencesPlant SciencesGene ExpressionPlant GeneticsTranscriptomicsCrop GenomicsNitrogen AssimilationPlant Gene ExpressionPlant Transcriptional RegulationPlant TranscriptomicsTranscriptomics Of Stress ResponsesNitrogen Deficiency ToleranceNitrogen Limitation ResponseNitrogen StressNitrogen Utilization EfficiencyRna SequencingRna Sequencing (Rna-seq)Transcriptomic Responses To Nutrient DeficiencyWheat Breeding
The development of crop cultivars with high nitrogen use efficiency (NUE) under low-N fertilizer inputs is imperative for sustainable agriculture. However, there has been little research on the molecular mechanisms underlying enhanced resilience to low N in high-NUE plants. The comparison of the transcriptional responses of genotypes contrasting for NUE will facilitate an understanding of the key molecular mechanism of wheat resilience to low-N stress. In the current study, the RNA sequencing (RNA-seq) technique was employed to investigate the genotypic difference in response to N deficiency between two wheat NILs (1Y, high-NUE, and 1W, low-NUE). In our research, high- and low-NUE wheat NILs showed different patterns of gene expression under N-deficient conditions, and these N-responsive genes were classified into two major classes, including "frontloaded genes" and "relatively upregulated genes". In total, 103 and 45 genes were identified as frontloaded genes in high-NUE and low-NUE wheat, respectively. In summary, our study might provide potential directions for further understanding the molecular mechanism of high-NUE genotypes adapting to low-N stress.
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Gene Ontology: tool for the unification of biology
Michael Ashburner, Catherine A. Ball, Judith A. Blake et al. · Nature Genetics · 2000 · 44.6K citations · Full text
DEGseq: an R package for identifying differentially expressed genes from RNA-seq data
Likun Wang, Zhixing Feng, Xi Wang et al. · Bioinformatics · 2009 · 4.9K citations · Full text