Paper · 2025 · Pest Management Science

Metabolic changes in root exudates of plants with different disease severity affect plant resistance by regulating the rhizosphere microbiome

Chenyang Du; Yue Kang; Qiang Zeng; et al.

8
claims
18
verbatim quotes
3
citations
3
research areas
—
Not open access

Abstract

BACKGROUND: Root exudates play a critical role in plant-microorganism interactions. However, information on the metabolic change in root exudates of plants with different disease severities of bacterial wilt is limited. Here, we investigate the differential metabolic pathway and metabolites among root exudates secreted by the low-grade, moderately, and severely Ralstonia solanacearum-infected tobacco plants and healthy plants. RESULTS: Comparative analysis reveals a large divergence among metabolic profiles and rhizosphere microbial communities of the healthy plants and R. solanacearum-infected plants in terms of metabolic spectrum, community composition and diversity. The intensities of efetaal, 6-methylnicotinamide, proline, sinapinic acid, and syringic acid increase with increasing disease severity, which are chemoattractants of R. solanacearum and pathogen helpers Sphingobacterium and Stenotrophomonas, suggesting a potential role of metabolites in pathogen infection. Metabolites upregulated in R. solanacearum-infected plants inhibit the biofilm formation of antagonistic Bacillus amyloliquefaciens WH1. Metabolites elevated in healthy plants including N-acetyl-L-leucine, 3,3-dimethylglutaric acid, 4-ethylphenol, protocatechuic acid, pyridoxine, salicylic acid, trans-cinnamic acid, and tropine are chemoattractants of WH1, support cell growth and enhance biofilm formation and colonization of WH1. McpB and McpC3 are the major methyl-accepting chemotaxis proteins for salicylic acid and trans-cinnamic acid. Nutritional competition is present between WH1 and R. solanacearum. CONCLUSION: Root exudates regulate the rhizosphere microbiome and affect plant resistance. Metabolites upregulated in healthy plants recruit antagonistic bacteria to defend the plant from pathogen invasion. Metabolites upregulated in R. solanacearum-infected plants attract pathogens and their helpers, thus aggravating the disease. © 2025 Society of Chemical Industry.

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Claims 8

Observationobservedoriginal resultmeasured

Claim · model-written summary

Healthy and infected tobacco plants differed substantially in exudate metabolic profiles and rhizosphere community composition and diversity.

Interactor
R. solanacearumRalstonia solanacearume0pathogen
Outcome
metabolic spectrum, community composition and diversitye0
Comparator
healthy plants and R. solanacearum-infected plantse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗
Ralstonia solanacearum
Ralstonia solanacearum · InteractorClemson University - USDA Cooperative Extension Slide Series, Bugwood.org · Public domain · Wikimedia Commons ↗

Verbatim

e0

“large divergence among metabolic profiles and rhizosphere microbial communities of the healthy plants and R. solanacearum-infected plants in terms of metabolic spectrum, community composition and diversity”

✓ located verbatim in the source · abstract, characters 471–676 · show in text ↑
e1

“tobacco plants”

✓ located verbatim in the source · abstract, characters 396–410 · show in text ↑
Associationobservedoriginal resultnegativemeasured

Claim · model-written summary

Five named exudate metabolites increased as tobacco disease severity increased.

Outcome
intensities of efetaal, 6-methylnicotinamide, proline, sinapinic acid, and syringic acide0
Direction
increasee0
Comparator
disease severitye0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗

Verbatim

e0

“The intensities of efetaal, 6-methylnicotinamide, proline, sinapinic acid, and syringic acid increase with increasing disease severity”

✓ located verbatim in the source · abstract, characters 678–812 · show in text ↑
e1

“tobacco plants”

✓ located verbatim in the source · abstract, characters 396–410 · show in text ↑
Observationobservedoriginal resultnegativemeasured

Claim · model-written summary

Those five metabolites attracted R. solanacearum and its helper microbes Sphingobacterium and Stenotrophomonas.

Interactor
R. solanacearumRalstonia solanacearume0pathogen
Second interactor
Sphingobacterium and StenotrophomonasSphingobacteriumStenotrophomonase0other
Outcome
chemoattractantse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗
Ralstonia solanacearum
Ralstonia solanacearum · InteractorClemson University - USDA Cooperative Extension Slide Series, Bugwood.org · Public domain · Wikimedia Commons ↗
Sphingobacterium
Sphingobacterium · Second interactor · picture from its Wikimedia Commons categoryAjay Kumar Chaurasiya · CC BY-SA 4.0 · Wikimedia Commons ↗
Stenotrophomonas
Stenotrophomonas · Second interactor · picture of the genus (one of its species)Riraq25 · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“efetaal, 6-methylnicotinamide, proline, sinapinic acid, and syringic acid increase with increasing disease severity, which are chemoattractants of R. solanacearum and pathogen helpers Sphingobacterium and Stenotrophomonas”

✓ located verbatim in the source · abstract, characters 697–918 · show in text ↑
e1

“tobacco plants”

✓ located verbatim in the source · abstract, characters 396–410 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Metabolites upregulated in infected tobacco inhibited biofilm formation by antagonistic Bacillus amyloliquefaciens WH1.

Treatment
Metabolites upregulated in R. solanacearum-infected plantse0
Interactor
Bacillus amyloliquefaciens WH1Bacillus amyloliquefaciense0biocontrol_agent
Outcome
biofilm formatione0
Direction
inhibite0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗
Bacillus amyloliquefaciens
Bacillus amyloliquefaciens · InteractorAgricultural Research Service (NRRL)Culture Collection · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Metabolites upregulated in R. solanacearum-infected plants inhibit the biofilm formation of antagonistic Bacillus amyloliquefaciens WH1”

✓ located verbatim in the source · abstract, characters 986–1121 · show in text ↑
e1

“tobacco plants”

✓ located verbatim in the source · abstract, characters 396–410 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Metabolites elevated in healthy plants attract WH1 and support its growth, biofilm and colonization.

Interactor
Bacillus amyloliquefaciens WH1Bacillus amyloliquefaciense2biocontrol_agent
Outcome
chemoattractants of WH1, support cell growth and enhance biofilm formation and colonization of WH1e0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗
Bacillus amyloliquefaciens
Bacillus amyloliquefaciens · InteractorAgricultural Research Service (NRRL)Culture Collection · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Metabolites elevated in healthy plants including N-acetyl-L-leucine, 3,3-dimethylglutaric acid, 4-ethylphenol, protocatechuic acid, pyridoxine, salicylic acid, trans-cinnamic acid, and tropine are chemoattractants of WH1, support cell growth and enhance biofilm formation and colonization of WH1”

✓ located verbatim in the source · abstract, characters 1123–1418 · show in text ↑
e1

“tobacco plants”

✓ located verbatim in the source · abstract, characters 396–410 · show in text ↑
e2

“Bacillus amyloliquefaciens WH1”

✓ located verbatim in the source · abstract, characters 1091–1121 · show in text ↑
Mechanismobservedoriginal resultpositivemeasured

Claim · model-written summary

McpB and McpC3 are major chemotaxis proteins for salicylic acid and trans-cinnamic acid.

Gene
McpB and McpC3e0
Compound
salicylic acid and trans-cinnamic acide0
Outcome
methyl-accepting chemotaxis proteinse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗

Verbatim

e0

“McpB and McpC3 are the major methyl-accepting chemotaxis proteins for salicylic acid and trans-cinnamic acid”

✓ located verbatim in the source · abstract, characters 1420–1528 · show in text ↑
e1

“tobacco plants”

✓ located verbatim in the source · abstract, characters 396–410 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Nutritional competition occurs between WH1 and R. solanacearum.

Interactor
R. solanacearumRalstonia solanacearume0pathogen
Second interactor
Bacillus amyloliquefaciens WH1Bacillus amyloliquefaciense2biocontrol_agent
Outcome
Nutritional competitione0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗
Ralstonia solanacearum
Ralstonia solanacearum · InteractorClemson University - USDA Cooperative Extension Slide Series, Bugwood.org · Public domain · Wikimedia Commons ↗
Bacillus amyloliquefaciens
Bacillus amyloliquefaciens · Second interactorAgricultural Research Service (NRRL)Culture Collection · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Nutritional competition is present between WH1 and R. solanacearum”

✓ located verbatim in the source · abstract, characters 1530–1596 · show in text ↑
e1

“tobacco plants”

✓ located verbatim in the source · abstract, characters 396–410 · show in text ↑
e2

“Bacillus amyloliquefaciens WH1”

✓ located verbatim in the source · abstract, characters 1091–1121 · show in text ↑
Mechanismauthor interpretationoriginal resultmeasured

Claim · model-written summary

The authors conclude that root exudates regulate rhizosphere microbiota and affect plant resistance.

Outcome
plant resistancee0
Qualifier
Root exudates regulate the rhizosphere microbiomee0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗

Verbatim

e0

“Root exudates regulate the rhizosphere microbiome and affect plant resistance”

✓ located verbatim in the source · abstract, characters 1610–1687 · show in text ↑
e1

“tobacco plants”

✓ located verbatim in the source · abstract, characters 396–410 · show in text ↑