| Literature DB >> 34947985 |
Chen Cheng1,2, Jianfeng Wang1,2,3,4, Wenpeng Hou1,2, Kamran Malik2, Chengzhou Zhao3,5, Xueli Niu6, Yinglong Liu1,2, Rong Huang1,2, Chunjie Li1,2, Zhibiao Nan1,2.
Abstract
Seed-borne endophyte Epichloë gansuensis enhance NaCl tolerance in Achnatherum inebrians and increase its biomass. However, the molecular mechanism by which E. gansuensis increases the tolerance of host grasses to NaCl stress is unclear. Hence, we firstly explored the full-length transcriptome information of A. inebrians by PacBio RS II. In this work, we obtained 738,588 full-length non-chimeric reads, 36,105 transcript sequences and 27,202 complete CDSs from A. inebrians. We identified 3558 transcription factors (TFs), 15,945 simple sequence repeats and 963 long non-coding RNAs of A. inebrians. The present results show that 2464 and 1817 genes were differentially expressed by E. gansuensis in the leaves of E+ and E- plants at 0 mM and 200 mM NaCl concentrations, respectively. In addition, NaCl stress significantly regulated 4919 DEGs and 502 DEGs in the leaves of E+ and E- plants, respectively. Transcripts associated with photosynthesis, plant hormone signal transduction, amino acids metabolism, flavonoid biosynthetic process and WRKY TFs were differentially expressed by E. gansuensis; importantly, E. gansuensis up-regulated biology processes (brassinosteroid biosynthesis, oxidation-reduction, cellular calcium ion homeostasis, carotene biosynthesis, positive regulation of proteasomal ubiquitin-dependent protein catabolism and proanthocyanidin biosynthesis) of host grass under NaCl stress, which indicated an increase in the ability of host grasses' adaptation to NaCl stress. In conclusion, our study demonstrates the molecular mechanism for E. gansuensis to increase the tolerance to salt stress in the host, which provides a theoretical basis for the molecular breed to create salt-tolerant forage with endophytes.Entities:
Keywords: Epichloë gansuensis; NaCl tolerance; differential expression; full-length transcriptome; symbiosis
Mesh:
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Year: 2021 PMID: 34947985 PMCID: PMC8706252 DOI: 10.3390/ijms222413191
Source DB: PubMed Journal: Int J Mol Sci ISSN: 1422-0067 Impact factor: 5.923
Figure 1The numbers of up- and down-regulated DEGs with 0LE+ and 0LE−, 200LE+ and 200LE−, 200LE+ and 0LE+, 200LE− and 0LE−: 0LE+, leaves of E+ plants at 0 mM NaCl; 0LE−, leaves of E− plants at 0 mM NaCl; 200LE+, leaves of E+ plants at 200 mM NaCl; 200LE−, leaves of E− plants at 200 mM NaCl.
Figure 2GO terms and KEGG pathway enrichment analysis of DEGs. GO terms of up-regulated (A) and down-regulated (B) DEGs identified between 0LE+ and 0LE−; GO terms of up-regulated (C) and down-regulated (D) DEGs identified between 200LE+ and 200LE−. The enrichment analysis of KEEG pathway for up-regulated (E) and down-regulated (F) DEGs between 0LE+ and 0LE− and between 200LE+ and 200LE−.
Figure 3GO terms and KEGG pathway enrichment analysis of DEGs. GO terms of up-regulated (A) and down-regulated (B) DEGs identified between 200LE+ and 0LE+; GO terms of up-regulated (C) and down-regulated (D) DEGs identified between 200LE−and 0LE−. The enrichment analysis of KEEG pathway for up-regulated (E) and down-regulated (F) DEGs between 0LE+ and 0LE− and between 200LE+ and 200LE−.
Figure 4Gene Ontology (GO) categorization of non-overlapping and overlapping up- and down-regulated DEGs among the compared samples. (A) GO categorization of the non-overlapping up-regulated DEGs identified between 0LE+ and 0LE−; (B) GO categorization of the overlapping up-regulated DEGs identified between 0LE+ vs. 0LE− and 200LE+ vs. 200LE−; (C) GO categorization of the non-overlapping up-regulated DEGs identified between 200LE+ and 200LE−; (D) GO categorization of the non-overlapping down-regulated DEGs identified between 0LE+ and 0LE−; (E) GO categorization of the overlapping down-regulated DEGs identified between 0LE+ vs. 0LE− and 200LE+ vs. 200LE−; (F) GO categorization of the non-overlapping down-regulated DEGs identified between 200LE+ and 200LE−. The green circle indicates the up-regulated and down-regulated DEGs in the samples between 0LE+ vs. 0LE−; the red circle indicates the up-regulated and down-regulated DEGs in the samples between 200LE+ vs. 200LE−; the blue arrows indicate overlapping DEGs between 0LE+ vs. 0LE− and 200LE+ vs. 200LE− in the samples.
Figure 5Gene Ontology (GO) categorization of non-overlapping and overlapping up- and down-regulated DEGs among the compared samples. (A) GO categorization of the non-overlapping up-regulated DEGs identified between 200LE+ and 0LE+; (B) GO categorization of the overlapping up-regulated DEGs identified between 200LE+ vs. 0LE+ and 200LE− vs. 0LE−; (C) GO categorization of the non-overlapping up-regulated DEGs identified between 200LE− and 0LE−; (D) GO categorization of the non-overlapping down-regulated DEGs identified between 200LE+ and 0LE+; (E) GO categorization of the overlapping down-regulated DEGs identified between 200LE+ vs. 0LE+ and 200LE− vs. 0LE−; (F) GO categorization of the non-overlapping down-regulated DEGs identified between 200LE− and 0LE−; The green circle indicates the up-regulated and down-regulated DEGs in the samples between 200LE+ vs. 0LE+; the red circle indicates the up-regulated and down-regulated DEGs in the samples between 200LE− vs. 0LE−; the blue arrows indicate overlapping DEGs between 200LE+ vs. 0LE+ and 200LE− vs. 0LE− in the samples.
Figure 6Clustering of DEGs related to photosynthesis (A), plant hormone signal transduction (B), flavonoid biosynthesis (C) and amino acids metabolism (D) between 0LE+ and 0LE− and between 200LE+ and 200LE−. Color panels mean log2 fold change. Asterisks represent the clear difference with FDR < 0.01 and fold change ≥2.
Figure 7Clustering of DEGs related to photosynthesis-antenna protein (A), plant hormone signal transduction (B), amino acids metabolism (C) and flavonoid biosynthesis (D) between 200LE+ and 0LE+ and between 200LE− and 0LE−. Color panels mean log2 fold change. Asterisks represent the clear differences with FDR < 0.01 and fold change ≥2.
Figure 8A proposed model of seed-borne endophytic fungi, Epichloë gansuensis, trade-off growth and salt-resistance in A. inebrians.