Paper · 2026 · Rhizosphere

When roots talk, bacteria respond: Comparative transcriptomics of three plant growth-promoting rhizobacteria growing on root exudates reveals plant-specific responses

Eulalie Fourneau; Baptiste Barbault; Mélissa Pannier; et al.

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verbatim quotes
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citations
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Open access · cc-by

Abstract

In the rhizosphere, plant roots release rhizodeposits, including a complex mixture of molecules known as root exudates. These compounds mediate the recruitment of the rhizosphere microbiota, which plays a key role in plant growth and resistance to biotic and abiotic stresses. Deciphering the molecular dialogue between roots and their microbiota could promote the establishment of bioinoculants, such as plant growth-promoting rhizobacteria (PGPR), in the rhizosphere. Here, we investigated the genetic responses of three PGPR strains ( Bacillus subtilis ATCC 6633, Pseudomonas fluorescens ATCC 17400 and Azospirillum brasilense Sp245) to root exudates from rapeseed ( Brassica napus ), pea ( Pisum sativum ) and ryegrass ( Lolium perenne ). Transcriptomic analyses during PGPR growth on root exudates revealed that B. subtilis ATCC 6633 and A. brasilense Sp245 regulated the expression of hundreds of genes, while P. fluorescens ATCC 17400 appeared to already express most of the genes required for this response. Moreover, certain bacterial genes, mainly involved in metabolism, were regulated by all three exudates through a core transcriptome, while other genes were specifically modulated by each plant. Notably, rapeseed exudates stimulated amino acid metabolism, whereas pea exudates repressed motility and activated defense mechanisms. Finally, we deduced the amino acids and sugars present in root exudates and metabolized by PGPR. Together, our results highlight root exudate specificity in the recruitment of PGPR and could contribute to their establishment as bioinoculants for rhizosphere engineering.

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Claims 9

Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

B. subtilis ATCC 6633 regulated the expression of hundreds of genes during growth on root exudates.

Taxon
B. subtilis ATCC 6633Bacillus subtilise0
Treatment
growth on root exudatese0
Outcome
expression of hundreds of genese0
Direction
regulatede0

Not reportedComparator

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

Bacillus subtilis
Bacillus subtilis · TaxonY tambe (original uploader) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Transcriptomic analyses during PGPR growth on root exudates revealed that B. subtilis ATCC 6633 and A. brasilense Sp245 regulated the expression of hundreds of genes”

✓ located verbatim in the source · abstract, characters 743–908 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

A. brasilense Sp245 regulated the expression of hundreds of genes during growth on root exudates.

Taxon
A. brasilense Sp245Azospirillum brasilensee0
Treatment
growth on root exudatese0
Outcome
expression of hundreds of genese0
Direction
regulatede0

Not reportedComparator

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

Azospirillum brasilense
Azospirillum brasilense · TaxonCristiane Colodel · CC BY 4.0 · iNaturalist ↗

Verbatim

e0

“Transcriptomic analyses during PGPR growth on root exudates revealed that B. subtilis ATCC 6633 and A. brasilense Sp245 regulated the expression of hundreds of genes”

✓ located verbatim in the source · abstract, characters 743–908 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

P. fluorescens ATCC 17400 appeared to already express most of the genes required for the response to root exudates.

Taxon
P. fluorescens ATCC 17400Pseudomonas fluorescense0
Outcome
express most of the genes required for this responsee0

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

Pseudomonas fluorescens
Pseudomonas fluorescens · TaxonNinjatacoshell · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“P. fluorescens ATCC 17400 appeared to already express most of the genes required for this response”

✓ located verbatim in the source · abstract, characters 916–1014 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Certain bacterial genes, mainly involved in metabolism, were regulated by all three root exudates through a core transcriptome.

Taxon
bacteriale0
Treatment
all three exudatese0
Outcome
certain bacterial genes, mainly involved in metabolisme0
Direction
regulatede0

Not reportedComparator

Verbatim

e0

“Moreover, certain bacterial genes, mainly involved in metabolism, were regulated by all three exudates through a core transcriptome, while other genes were specifically modulated by each plant”

✓ located verbatim in the source · abstract, characters 1016–1208 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Other bacterial genes were specifically modulated by the exudates of each plant.

Taxon
bacteriale0
Treatment
each plante0
Outcome
other genese0
Direction
specifically modulatede0

Not reportedComparator

Verbatim

e0

“Moreover, certain bacterial genes, mainly involved in metabolism, were regulated by all three exudates through a core transcriptome, while other genes were specifically modulated by each plant”

✓ located verbatim in the source · abstract, characters 1016–1208 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Rapeseed root exudates stimulated amino acid metabolism in the PGPR.

Treatment
rapeseed exudatese0
Outcome
amino acid metabolisme0
Direction
stimulatede0

Not reportedTaxonComparator

Verbatim

e0

“rapeseed exudates stimulated amino acid metabolism”

✓ located verbatim in the source · abstract, characters 1219–1269 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Pea root exudates repressed motility of the PGPR.

Treatment
pea exudatese0
Outcome
motilitye0
Direction
repressede0

Not reportedTaxonComparator

Verbatim

e0

“pea exudates repressed motility”

✓ located verbatim in the source · abstract, characters 1279–1310 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Pea root exudates activated defense mechanisms in the PGPR.

Treatment
pea exudatese0
Outcome
defense mechanismse0
Direction
activatede0

Not reportedTaxonComparator

Verbatim

e0

“pea exudates repressed motility and activated defense mechanisms”

✓ located verbatim in the source · abstract, characters 1279–1343 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Amino acids and sugars present in root exudates and metabolized by the PGPR were deduced.

Outcome
amino acids and sugars present in root exudates and metabolized by PGPRe0

Not reportedTaxon

Verbatim

e0

“we deduced the amino acids and sugars present in root exudates and metabolized by PGPR”

✓ located verbatim in the source · abstract, characters 1354–1440 · show in text ↑