| Literature DB >> 34830160 |
Huishu Yan1,2, Huawei Shi1,2, Chengmei Hu1, Mingzhao Luo2, Chengjie Xu1,2, Shuguang Wang1, Ning Li1, Wensi Tang2, Yongbin Zhou2, Chunxiao Wang2, Zhaoshi Xu2, Jun Chen2, Youzhi Ma2, Daizhen Sun1, Ming Chen2.
Abstract
Nitrogen plays a crucial role in wheat growth and development. Here, we analyzed the tolerance of wheat strains XM26 and LM23 to low-nitrogen stress using a chlorate sensitivity experiment. Subsequently, we performed transcriptome analyses of both varieties exposed to low-nitrogen (LN) and normal (CK) treatments. Compared with those under CK treatment, 3534 differentially expressed genes (DEGs) were detected in XM26 in roots and shoots under LN treatment (p < 0.05, and |log2FC| > 1). A total of 3584 DEGs were detected in LM23. A total of 3306 DEGs, including 863 DEGs in roots and 2443 DEGs in shoots, were specifically expressed in XM26 or showed huge differences between XM26 and LM23 (log2FC ratio > 3). These were selected for gene ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses. The calcium-mediated plant-pathogen interaction, MAPK signaling, and phosphatidylinositol signaling pathways were enriched in XM26 but not in LM23. We also verified the expression of important genes involved in these pathways in the two varieties using qRT-PCR. A total of 156 transcription factors were identified among the DEGs, and their expression patterns were different between the two varieties. Our findings suggest that calcium-related pathways play different roles in the two varieties, eliciting different tolerances to low-nitrogen stress.Entities:
Keywords: calcium; nitrogen stress tolerance; transcriptome; wheat
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Year: 2021 PMID: 34830160 PMCID: PMC8622133 DOI: 10.3390/ijms222212278
Source DB: PubMed Journal: Int J Mol Sci ISSN: 1422-0067 Impact factor: 5.923
Figure 1Chlorate tolerance analysis of 12 wheat varieties during the seedling stage. (a) Shapes of the shoots of XM26 and LM23 after KClO3 treatment for 20 h. (b,c) Phenotype of whole XM26 and LM23 plants under normal conditions (left) and KClO3 treatment (right) for 4 d. (d,e) Plant heights and chlorate inhibition rates in different wheat varieties treated with 0 (normal) and 4 mmol/L KClO3 for 4 d. * indicates a significant difference (p < 0.05) between different treatments. Lowercase letters indicate significant differences (p < 0.05) between different wheat varieties.
Figure 2Growth phenotypes of XM26 and LM23 under normal (CK) and low-nitrogen (LN) conditions. (a,c) The phenotype of XM26 after CK and LN treatments for 23 d. Bar = 5 cm. (b,d) Phenotype of LM23 following CK and LN treatments for 23 d. Bar = 5 cm.
Figure 3Differentially expressed genes (DEGs) between the two wheat varieties at the seedling stage under low nitrogen (LN) relative to control (CK) conditions. (a–c) Venn diagrams of DEGs in roots and shoots of XM26 and XM23. (d) Histogram showing the number of DEGs in roots and shoots of XM26 and LM23. Red and blue represent upregulated and downregulated genes, respectively.
Figure 4Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis of differentially expressed genes (DEGs). GO enrichment analysis of DEGs in shoots (a) and roots (b). BP represents biological processes. MF represents molecular functions. CC represents cellular components. KEGG enrichment analysis of DEGs in shoots (c) and roots (d).
Figure 5Heatmap of the expression of differentially expressed genes (DEGs) involved in important pathways. The color scale indicates gene expression levels, and the number represents log2 (fold change) values. Red represents high fold change; green indicates low fold change. The left y-axis indicates gene name, and the right y-axis indicates gene ID. Different colors and shapes of gene name indicate different pathways labeled in the top right corner.
Figure 6Some important differentially expressed genes verified using qRT-PCR. Seedlings (7 d old) of wheat were grown hydroponically in a nutrient solution under normal (CK, 2 mM N) or low-nitrogen (LN, 0.2 mM N) treatments for 12 h. White represents CK treatment, and blue represents LN treatment. Error bars indicate ± SD (n = 3).
Figure 7Expression patterns of differentially expressed genes (DEGs) in multiple calcium ion-mediated pathways. Red indicates DEGs with a significant difference in XM26. Different shapes represent different pathways.