Evidence map›Paper›PMID 37235031›Full record

ArticleFrontiers in plant science2023

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

Chao Ji, Zengwen Liang, Hui Cao, Zhizhang Chen, Xuehua Kong, Zhiwen Xin, Mingchao He, Jie Wang, Zichao Wei, Jiahao Xing and 6 more

Abstract read
In one paragraph

Article in Frontiers in plant science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors.

Chao JiCollege of Seed and Facility Agricultural Engineering, Weifang University, Weifang, Shandong, China.
Zengwen LiangCollege of Seed and Facility Agricultural Engineering, Weifang University, Weifang, Shandong, China.
Hui CaoCollege of Seed and Facility Agricultural Engineering, Weifang University, Weifang, Shandong, China.
Zhizhang ChenCollege of Foreign Languages, Weifang University, Weifang, Shandong, China.
Xuehua KongWeifang Hanting Vestibule School, Weifang Education Bureau, Weifang, Shandong, China.
Zhiwen XinCollege of Seed and Facility Agricultural Engineering, Weifang University, Weifang, Shandong, China.
Mingchao HeCollege of Seed and Facility Agricultural Engineering, Weifang University, Weifang, Shandong, China.
Jie WangCollege of Seed and Facility Agricultural Engineering, Weifang University, Weifang, Shandong, China.
Zichao WeiCollege of Seed and Facility Agricultural Engineering, Weifang University, Weifang, Shandong, China.
Jiahao XingCollege of Seed and Facility Agricultural Engineering, Weifang University, Weifang, Shandong, China.
Chunyu LiCollege of Seed and Facility Agricultural Engineering, Weifang University, Weifang, Shandong, China.
Yingxiang ZhangCollege of Seed and Facility Agricultural Engineering, Weifang University, Weifang, Shandong, China.
Hua ZhangCollege of Seed and Facility Agricultural Engineering, Weifang University, Weifang, Shandong, China.
Fujin SunCollege of Seed and Facility Agricultural Engineering, Weifang University, Weifang, Shandong, China.
Jianlin LiCollege of Seed and Facility Agricultural Engineering, Weifang University, Weifang, Shandong, China.
Kun LiTaishan Forest Ecosystem Research Station, Key Laboratory of State Forestry Administration for Silviculture of the Lower Yellow River, Shandong Agricultural University, Taian, Shandong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Salt 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. Methods: Following 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. Results: The 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, Discussion: Differentially 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.

Indexed as

gene expressionplant growth-promoting rhizobacteriasalt stresstranscriptomic analysiswheat

Identifiers

PMID37235031
PMCPMC10206238

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.