Paper · 2025 · FEMS Microbiology Ecology

Modulation of the rhizosphere microbiome structure and optimization of beneficial functions in winter wheat induced by Bacillus subtilis : a metagenomic and phenotypic study

Mykola Patyka; Renjun Wang; Anastasiia Honchar; et al.

9
claims
23
verbatim quotes
11
citations
3
research areas
✓
Open access · cc-by

Abstract

The rhizosphere microbiome critically determines plant health and productivity. This study investigated the impact of Bacillus subtilis H38 on the taxonomic and functional profiles of the winter wheat (Triticum aestivum L.) rhizosphere microbiome under typical chernozem conditions using 16S rRNA gene sequencing and shotgun metagenomics, complemented by plant phenotypic evaluation and targeted metabolite analysis. Inoculation with B. subtilis H38 significantly restructured the rhizosphere bacterial community, increasing alpha-diversity (Shannon index from 5.8 to 6.7) and showing distinct clustering in beta-diversity analysis. The relative abundance of putative plant-beneficial genera, including Bacillus, Pseudomonas, Azotobacter, and Streptomyces, was significantly elevated. Shotgun metagenomic analysis revealed enrichment of functional genes associated with nitrogen fixation, phosphorus mobilization, phytohormone biosynthesis, siderophore production, and synthesis of antimicrobial compounds. Targeted metabolomic analysis confirmed elevated levels of indole-3-acetic acid (IAA) and key siderophores. Concurrently, treated wheat plants exhibited an 18.0% increase in aboveground biomass and a 25.0% increase in root length under field conditions. These findings underscore the potential of B. subtilis to beneficially reshape the rhizosphere microbiome and its metagenome, leading to enhanced plant growth, and highlight its utility as a potent biofertilizer for improving wheat productivity. This research reinforces the potential of harnessing beneficial plant-microbe interactions to enhance agricultural productivity while minimizing dependence on synthetic agrochemicals.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by. Read at the source ↗

The text the model read, with the source record’s inline markup (italics, sub- and superscripts) rendered and its character entities decoded; quote offsets refer to the raw text.

Claims 9

Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

B. subtilis H38 inoculation increased rhizosphere bacterial alpha diversity in winter wheat from 5.8 to 6.7.

Taxon
winter wheatTriticum aestivumt0
Treatment
Inoculation with B. subtilis H38e0
Interactor
B. subtilis H38Bacillus subtilise0symbiont
Outcome
alpha-diversitye0
Direction
increasinge0
Value
5.8 to 6.7e0

Not reportedComparator

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗
Bacillus subtilis
Bacillus subtilis · InteractorY tambe (original uploader) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Inoculation with B. subtilis H38 significantly restructured the rhizosphere bacterial community, increasing alpha-diversity (Shannon index from 5.8 to 6.7)”

✓ located verbatim in the source · abstract, characters 417–572 · show in text ↑
t0

“winter wheat”

✓ located verbatim in the source · title, characters 95–107 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

B. subtilis H38 inoculation produced distinct beta-diversity clustering in the winter wheat rhizosphere.

Taxon
winter wheatTriticum aestivumt0
Treatment
Inoculation with B. subtilis H38e0
Interactor
B. subtilis H38Bacillus subtilise0symbiont
Outcome
distinct clustering in beta-diversity analysise0

Not reportedComparatorDirection

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗
Bacillus subtilis
Bacillus subtilis · InteractorY tambe (original uploader) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Inoculation with B. subtilis H38 significantly restructured the rhizosphere bacterial community, increasing alpha-diversity (Shannon index from 5.8 to 6.7) and showing distinct clustering in beta-diversity analysis.”

✓ located verbatim in the source · abstract, characters 417–632 · show in text ↑
t0

“winter wheat”

✓ located verbatim in the source · title, characters 95–107 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

B. subtilis H38 inoculation elevated the relative abundance of four putatively beneficial bacterial genera in the wheat rhizosphere.

Taxon
winter wheatTriticum aestivumt0
Treatment
Inoculation with B. subtilis H38e1
Interactor
B. subtilis H38Bacillus subtilise1symbiont
Outcome
relative abundance of putative plant-beneficial genera, including Bacillus, Pseudomonas, Azotobacter, and Streptomycese0
Direction
elevatede0

Not reportedComparator

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗
Bacillus subtilis
Bacillus subtilis · InteractorY tambe (original uploader) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The relative abundance of putative plant-beneficial genera, including Bacillus, Pseudomonas, Azotobacter, and Streptomyces, was significantly elevated.”

✓ located verbatim in the source · abstract, characters 633–784 · show in text ↑
e1

“Inoculation with B. subtilis H38”

✓ located verbatim in the source · abstract, characters 417–449 · show in text ↑
t0

“winter wheat”

✓ located verbatim in the source · title, characters 95–107 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

B. subtilis H38 inoculation enriched rhizosphere genes for nitrogen fixation, phosphorus mobilization, and phytohormone biosynthesis.

Taxon
winter wheatTriticum aestivumt0
Treatment
Inoculation with B. subtilis H38e1
Interactor
B. subtilis H38Bacillus subtilise1symbiont
Outcome
functional genes associated with nitrogen fixation, phosphorus mobilization, phytohormone biosynthesise0
Direction
enrichmente0

Not reportedComparator

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗
Bacillus subtilis
Bacillus subtilis · InteractorY tambe (original uploader) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Shotgun metagenomic analysis revealed enrichment of functional genes associated with nitrogen fixation, phosphorus mobilization, phytohormone biosynthesis, siderophore production, and synthesis of antimicrobial compounds.”

✓ located verbatim in the source · abstract, characters 785–1006 · show in text ↑
e1

“Inoculation with B. subtilis H38”

✓ located verbatim in the source · abstract, characters 417–449 · show in text ↑
t0

“winter wheat”

✓ located verbatim in the source · title, characters 95–107 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

B. subtilis H38 inoculation enriched rhizosphere genes associated with siderophore and antimicrobial compound synthesis.

Taxon
winter wheatTriticum aestivumt0
Treatment
Inoculation with B. subtilis H38e1
Interactor
B. subtilis H38Bacillus subtilise1symbiont
Outcome
siderophore production, and synthesis of antimicrobial compoundse0
Direction
enrichmente0

Not reportedComparator

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗
Bacillus subtilis
Bacillus subtilis · InteractorY tambe (original uploader) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Shotgun metagenomic analysis revealed enrichment of functional genes associated with nitrogen fixation, phosphorus mobilization, phytohormone biosynthesis, siderophore production, and synthesis of antimicrobial compounds.”

✓ located verbatim in the source · abstract, characters 785–1006 · show in text ↑
e1

“Inoculation with B. subtilis H38”

✓ located verbatim in the source · abstract, characters 417–449 · show in text ↑
t0

“winter wheat”

✓ located verbatim in the source · title, characters 95–107 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

B. subtilis H38 inoculation elevated indole-3-acetic acid and key siderophore levels in the wheat rhizosphere.

Taxon
winter wheatTriticum aestivumt0
Treatment
Inoculation with B. subtilis H38e1
Interactor
B. subtilis H38Bacillus subtilise1symbiont
Outcome
levels of indole-3-acetic acid (IAA) and key siderophorese0
Direction
elevatede0

Not reportedComparator

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗
Bacillus subtilis
Bacillus subtilis · InteractorY tambe (original uploader) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Targeted metabolomic analysis confirmed elevated levels of indole-3-acetic acid (IAA) and key siderophores.”

✓ located verbatim in the source · abstract, characters 1007–1114 · show in text ↑
e1

“Inoculation with B. subtilis H38”

✓ located verbatim in the source · abstract, characters 417–449 · show in text ↑
t0

“winter wheat”

✓ located verbatim in the source · title, characters 95–107 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

B. subtilis H38 treatment increased wheat aboveground biomass by 18.0% under field conditions.

Treatment
Inoculation with B. subtilis H38e1
Interactor
B. subtilis H38Bacillus subtilise1symbiont
Outcome
aboveground biomasse0
Direction
increasee0
Value
18.0%e0
Setting
field conditionse0

Not reportedComparator

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗
Bacillus subtilis
Bacillus subtilis · InteractorY tambe (original uploader) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“treated wheat plants exhibited an 18.0% increase in aboveground biomass and a 25.0% increase in root length under field conditions”

✓ located verbatim in the source · abstract, characters 1129–1259 · show in text ↑
e1

“Inoculation with B. subtilis H38”

✓ located verbatim in the source · abstract, characters 417–449 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

B. subtilis H38 treatment increased wheat root length by 25.0% under field conditions.

Treatment
Inoculation with B. subtilis H38e1
Interactor
B. subtilis H38Bacillus subtilise1symbiont
Outcome
root lengthe0
Direction
increasee0
Value
25.0%e0
Setting
field conditionse0

Not reportedComparator

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗
Bacillus subtilis
Bacillus subtilis · InteractorY tambe (original uploader) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“treated wheat plants exhibited an 18.0% increase in aboveground biomass and a 25.0% increase in root length under field conditions”

✓ located verbatim in the source · abstract, characters 1129–1259 · show in text ↑
e1

“Inoculation with B. subtilis H38”

✓ located verbatim in the source · abstract, characters 417–449 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

The authors propose B. subtilis as a biofertilizer for improving wheat productivity.

Taxon
winter wheatTriticum aestivumt0
Interactor
B. subtilisBacillus subtilise1symbiont
Outcome
improving wheat productivitye0

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗
Bacillus subtilis
Bacillus subtilis · InteractorY tambe (original uploader) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“highlight its utility as a potent biofertilizer for improving wheat productivity”

✓ located verbatim in the source · abstract, characters 1425–1505 · show in text ↑
e1

“potential of B. subtilis to beneficially reshape the rhizosphere microbiome”

✓ located verbatim in the source · abstract, characters 1291–1366 · show in text ↑
t0

“winter wheat”

✓ located verbatim in the source · title, characters 95–107 · show in text ↑

Bacillus subtilis · molecular: expression · Triticum aestivum (wheat)Results agree

5 papers: 5 positive, 0 negative or no effect

4 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

1 paper more in this group

See all 5 papers →

Bacillus subtilis · physiology: hormones · Triticum aestivum (wheat)Results agree

5 papers: 5 positive, 0 negative or no effect

4 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

1 paper more in this group

See all 5 papers →

Bacillus subtilis · yield · Triticum aestivum (wheat)Results agree

23 papers: 23 positive, 0 negative or no effect

22 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

19 papers more in this group

See all 23 papers →

Bacillus subtilis · growth · Triticum aestivum (wheat)Results agree

39 papers: 39 positive, 0 negative or no effect

38 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

35 papers more in this group

See all 39 papers →

inoculation · physiology: hormones · Triticum aestivum (wheat)Positive and negative results

17 papers: 16 positive, 1 negative or no effect

15 papers in the same direction as this paper · 1 in the opposite direction

  1. no effect
  2. positive
  3. positive

13 papers more in this group

See all 17 papers →

inoculation · pest · Triticum aestivum (wheat)Positive and negative results

24 papers: 22 positive, 2 negative or no effect

21 papers in the same direction as this paper · 1 in the opposite direction · 1 reporting no difference from an alternative

  1. negative
  2. no effect
  3. positive

20 papers more in this group

See all 24 papers →

inoculation · molecular: expression · Triticum aestivum (wheat)Positive and negative results

47 papers: 38 positive, 9 negative or no effect

37 papers in the same direction as this paper · 9 in the opposite direction

  1. no effect
  2. no effect
  3. no effect

43 papers more in this group

See all 47 papers →

inoculation · growth · Triticum aestivum (wheat)Positive and negative results

532 papers: 476 positive, 56 negative or no effect

475 papers in the same direction as this paper · 55 in the opposite direction · 1 reporting no difference from an alternative

  1. no effect
  2. no effect
  3. no effect

528 papers more in this group

See all 532 papers →

8 of 9 groups shown: named compounds and organisms first, then groups whose results differ (checked claim by claim), then those with positive and negative results, then the smaller groups.

Claims are grouped by organism, treatment and what was measured or targeted. A paper counts as positive when any of its claims in the group is positive.