Transcriptome-based analysis of the effects of compound microbial agents on gene expression in wheat roots and leaves under salt stress

被引:8
|
作者
Ji, Chao [1 ,2 ,3 ]
Liang, Zengwen [1 ,2 ,4 ]
Cao, Hui [1 ,2 ]
Chen, Zhizhang [5 ]
Kong, Xuehua [6 ]
Xin, Zhiwen [1 ,2 ]
He, Mingchao [1 ,2 ]
Wang, Jie [1 ,2 ]
Wei, Zichao [1 ,2 ]
Xing, Jiahao [1 ,2 ]
Li, Chunyu [1 ,2 ]
Zhang, Yingxiang [1 ,2 ]
Zhang, Hua [1 ,2 ]
Sun, Fujin [1 ,7 ]
Li, Jianlin [1 ,8 ]
Li, Kun [3 ,9 ]
机构
[1] Weifang Univ, Coll Seed & Facil Agr Engn, Weifang, Shandong, Peoples R China
[2] Weifang Univ, Key Lab Biochem & Mol Biol Univ Shandong Prov, Weifang, Shandong, Peoples R China
[3] Shandong Agr Univ, Key Lab State Forestry Adm Silviculture Lower Yell, Taishan Forest Ecosyst Res Stn, Tai An, Shandong, Peoples R China
[4] Yongsheng Shouguang Vegetable Technol Res Inst Co, Shandong Yongsheng Agr Dev Co Ltd, Weifang, Peoples R China
[5] Weifang Univ, Coll Foreign Languages, Weifang, Shandong, Peoples R China
[6] Weifang Educ Bur, Weifang Hanting Vestibule Sch, Weifang, Shandong, Peoples R China
[7] Weifang Agr Bur, Runxin Fruit & Vegetable Cultivat Cooperat Weifang, Weifang, Shandong, Peoples R China
[8] Weifang Agr Bur, Weifang Nuode Biotechnol Co LTD, Weifang, Shandong, Peoples R China
[9] Shandong Agr Univ, Coll Forestry, Tai An, Shandong, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
transcriptomic analysis; salt stress; plant growth-promoting rhizobacteria; wheat; gene expression; GENOME-WIDE ANALYSIS; ACID BIOSYNTHESIS; DROUGHT TOLERANCE; FACTOR FAMILY; SALINITY; ETHYLENE; IDENTIFICATION; METABOLISM; PATHWAYS; PLANTS;
D O I
10.3389/fpls.2023.1109077
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
IntroductionSalt stress inhibits the beneficial effects of most plant growth-promoting rhizobacteria. The synergistic relationship between beneficial rhizosphere microorganisms and plants helps achieve more stable growth-promoting effects. This study aimed 1) to elucidate changes in gene expression profiles in the roots and leaves of wheat after inoculation with compound microbial agents and 2) to determine the mechanisms by which plant growth-promoting rhizobacteria mediate plant responses to microorganisms. MethodsFollowing inoculation with compound bacteria, transcriptome characteristics of gene expression profiles of wheat, roots, and leaves at the flowering stage were investigated using Illumina high-throughput sequencing technology. Gene ontology (GO) function and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed on the genes that were significantly differentially expressed. ResultsThe expression of 231 genes in the roots of bacterial preparations (BIO) -inoculated wheat changed significantly (including 35 upregulated and 196 downregulated genes) compared with that of non-inoculated wheat. The expression of 16,321 genes in leaves changed significantly, including 9651 upregulated genes and 6670 downregulated genes. The differentially expressed genes were involved in the metabolism of carbohydrates, amino acids, and secondary compounds as well as signal transduction pathways. The ethylene receptor 1 gene in wheat leaves was significantly downregulated, and genes related to ethylene-responsive transcription factor were significantly upregulated. GO enrichment analysis showed that metabolic and cellular processes were the main functions affected in the roots and leaves. The main molecular functions altered were binding and catalytic activities, among which the cellular oxidant detoxification enrichment rate was highly expressed in the roots. The expression of peroxisome size regulation was the highest in the leaves. KEGG enrichment analysis showed that linoleic acid metabolism expression was highest in the roots, and the expression of photosynthesis-antenna proteins was the highest in leaves. After inoculation with a complex biosynthesis agent, the phenylalanine ammonia lyase (PAL) gene of the phenylpropanoid biosynthesis pathway was upregulated in wheat leaf cells while 4CL, CCR, and CYP73A were downregulated. Additionally, CYP98A and REF1 genes involved in the flavonoid biosynthesis pathway were upregulated, while F5H, HCT, CCR, E2.1.1.104, and TOGT1-related genes were downregulated. DiscussionDifferentially expressed genes may play key roles in improving salt tolerance in wheat. Compound microbial inoculants promoted the growth of wheat under salt stress and improved disease resistance by regulating the expression of metabolism-related genes in wheat roots and leaves and activating immune pathway-related genes.
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页数:14
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