Evidence map›Paper›PMID 41534551›Full record

ArticleJournal of advanced research2026

Time-series transcriptome and metabolome profiling Uncovers WRKY6 and WRKY23 as critical regulators in tobacco response to Pseudomonas syringae infection.

Xinhua Tian, Peng Lu, Zechao Qu, Huan Su, Qiao Wang, Jiemeng Tao, Qian Sun, Shuaibin Wang, Lijun Meng, Peijian Cao and 2 more

Abstract read
In one paragraph

Article in Journal of advanced research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Metabolomic and Transcriptomic Responses ofPlants (Basel, Switzerland) · 2026
    Article
  3. Article
  4. Article
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

12 authors.

Xinhua TianChina Tobacco Gene Research Center, Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou 450001, China; Beijing Life Science Academy, Beijing 102200, China; College of Plant Protection, Shenyang Agricultural University, Shenyang 110866, China.
Peng LuChina Tobacco Gene Research Center, Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou 450001, China; Beijing Life Science Academy, Beijing 102200, China.
Zechao QuBeijing Life Science Academy, Beijing 102200, China.
Huan SuChina Tobacco Gene Research Center, Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou 450001, China; Beijing Life Science Academy, Beijing 102200, China.
Qiao WangChina Tobacco Gene Research Center, Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou 450001, China; Beijing Life Science Academy, Beijing 102200, China.
Jiemeng TaoChina Tobacco Gene Research Center, Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou 450001, China; Beijing Life Science Academy, Beijing 102200, China.
Qian SunCollege of Plant Protection, Shenyang Agricultural University, Shenyang 110866, China.
Shuaibin WangChina Tobacco Hunan Industrial Co., Ltd., Changsha 410007, China.
Lijun MengChina Tobacco Gene Research Center, Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou 450001, China.
Peijian CaoChina Tobacco Gene Research Center, Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou 450001, China; Beijing Life Science Academy, Beijing 102200, China.
Yuanhu XuanState Key Laboratory of Elemento-Organic Chemistry and Department of Plant Protection, National Pesticide Engineering Research Center, Nankai University, Tianjin 300071 China. Electronic address: 9920230120@nankai.edu.cn.
Jingjing JinChina Tobacco Gene Research Center, Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou 450001, China; Beijing Life Science Academy, Beijing 102200, China. Electronic address: jinjingjing1218@126.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionPseudomonas syringae pv. tabaci, a Gram-negative bacterial pathogen, causes devastating tobacco wildfire disease with global economic impacts. While its pathogenicity is well documented, the dynamic defense mechanisms of tobacco against infection remain poorly understood.

objectiveThis study aimed to decipher phased defense mechanisms of tobacco against P. syringae infection through multi-omics integration, with emphasis on elucidating spatiotemporal coordination between transcriptional reprogramming and metabolic remodeling, and functionally validating critical regulatory modules.

methodsTime-series transcriptomic and metabolomic profiling was integrated to reconstruct dynamic response patterns. Stage-specific regulatory modules were explored via TO-GCN and WGCNA, and the roles of WRKY6 and WRKY23 in disease resistance were validated by generating transgenic lines.

resultsEarly infection (12-24 hpi) prioritized stress signaling and hormone pathway activation (salicylic acid/jasmonate), transitioning to cellular homeostasis regulation at late stages (48-60 hpi). WRKY, ERF, and NAC families orchestrated stage-specific gene expression. Notably, WRKY6 and WRKY23 functioned as negative regulators, with their silencing leading to a reduction in lesion area by 42-58% and pathogen load by 3.2-4.5 fold. Metabolomic analysis revealed sustained activation of phenylpropanoid metabolism, specifically regulating L-phenylalanine homeostasis and biosynthesis of its defense derivative xanthosine. Additionally, core modules involved in sphingolipid metabolism, light responses, and hormone cross-talk were also identified.

conclusionWe demonstrate that WRKY-mediated transcriptional reprogramming coordinates phytohormone signaling, sphingolipid dynamics, and light responses to spatiotemporally regulate secondary metabolite production. The identified WRKY6 and WRKY23 regulatory module establishes a molecular framework for engineering disease resistance, and the proposed two-phase defense model (early signaling → late metabolic remodeling) advances understanding of plant-pathogen interactions and offers targets for precision breeding.

Indexed as

MetabolomeNicotianaPlant DiseasesPlant ProteinsPseudomonas syringaeTranscription FactorsTranscriptomeDisease ResistanceGene Expression ProfilingGene Expression Regulation, PlantMetabolomicsMultiomicsSignal TransductionPlant ProteinsTranscription FactorsHormoneMetabolomicPseudomonas syringaeTobaccoTranscriptomicWRKY

Identifiers

PMID41534551
PMCPMC13669580

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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.