Paper · 2025 · Frontiers in Microbiology

Effects of continuous cropping on bacterial community diversity and soil metabolites in soybean roots

Liwei An; Xinnan Lu; Pengyu Zhang; et al.

11
claims
18
verbatim quotes
3
citations
3
research areas
✓
Open access · cc-by

Abstract

The alternating planting of corn and soybeans is regarded as an effective strategy in addressing the challenges faced in soybean cultivation. However, the precise mechanisms that control the bacterial microbiome in soybean roots in the soil, particularly in continuous cropping and rotational corn-soybean farming rotations, are remain unclear. This study employed both field and pot positioning experiments, using high-throughput and generic metabolomics sequencing techniques to explore the dynamics between soybean plants, root microflora, and soil metabolites, especially in the context of continuous cropping and fluctuating corn-soybean crop rotation. The process that included rotating corn soybeans significantly enhanced their grain yield, dry weight, soil nitrogen concentration, urease activity, as well as the accumulation of nitrogen, phosphorus, and potassium in various plant organs, compared to the traditional practice of continuous soybean cultivation. There is a significant reduction in the transit of bacterial operational taxonomic units (OTUs) from the rhizosphere to the endosphere through rhizoplane. The number of bacterial OTUs that are consumed and enriched on rhizoplane is greater than those that are enriched and absorbed in the endosphere. Continuous cropping practices significantly boost Burkholderiales, whereas chloroplast microorganisms significantly improve crop rotation techniques. Soil environmental factors, such as urease and accessible phosphorus, are crucial in establishing the relative prevalence of Rhodanobacter and other bacterial groups. Soil metabolites, such as benzyl alcohol, show a positive correlation with Cyanobacteria, while acidic compounds, such as D-arabinitol, are positively linked with Burkholderiales. This study indicates that the rotation of corn and soybean crops facilitates the growth of soybeans, increases nutrient accumulation in both plants and soil, enhances the presence of beneficial bacteria, and improves soybean yields.

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

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Claims 11

Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Rotation increased soybean grain yield compared with continuous soybean cropping.

Taxon
soybeansGlycine maxe0
Treatment
rotating corn soybeanse0
Outcome
grain yielde0
Direction
enhancede0
Comparator
continuous soybean cultivatione0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“rotating corn soybeans significantly enhanced their grain yield, dry weight, soil nitrogen concentration, urease activity, as well as the accumulation of nitrogen, phosphorus, and potassium in various plant organs, compared to the traditional practice of continuous soybean cultivation”

✓ located verbatim in the source · abstract, characters 684–969 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Rotation increased soybean dry weight compared with continuous cultivation.

Taxon
soybeansGlycine maxe0
Treatment
rotating corn soybeanse0
Outcome
dry weighte0
Direction
enhancede0
Comparator
continuous soybean cultivatione0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“rotating corn soybeans significantly enhanced their grain yield, dry weight, soil nitrogen concentration, urease activity, as well as the accumulation of nitrogen, phosphorus, and potassium in various plant organs, compared to the traditional practice of continuous soybean cultivation”

✓ located verbatim in the source · abstract, characters 684–969 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Rotation increased soil nitrogen concentration and urease activity compared with continuous cultivation.

Taxon
soybeansGlycine maxe0
Treatment
rotating corn soybeanse0
Outcome
soil nitrogen concentration, urease activitye0
Direction
enhancede0
Comparator
continuous soybean cultivatione0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“rotating corn soybeans significantly enhanced their grain yield, dry weight, soil nitrogen concentration, urease activity, as well as the accumulation of nitrogen, phosphorus, and potassium in various plant organs, compared to the traditional practice of continuous soybean cultivation”

✓ located verbatim in the source · abstract, characters 684–969 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Rotation increased nitrogen, phosphorus and potassium accumulation in plant organs.

Taxon
soybeansGlycine maxe0
Treatment
rotating corn soybeanse0
Outcome
accumulation of nitrogen, phosphorus, and potassium in various plant organse0
Direction
enhancede0
Comparator
continuous soybean cultivatione0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“rotating corn soybeans significantly enhanced their grain yield, dry weight, soil nitrogen concentration, urease activity, as well as the accumulation of nitrogen, phosphorus, and potassium in various plant organs, compared to the traditional practice of continuous soybean cultivation”

✓ located verbatim in the source · abstract, characters 684–969 · show in text ↑
Observationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Bacterial OTU transit from rhizosphere to endosphere through rhizoplane was reduced.

Taxon
soybeanGlycine maxt0
Outcome
transit of bacterial operational taxonomic units (OTUs) from the rhizosphere to the endosphere through rhizoplanee0
Direction
reductione0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“significant reduction in the transit of bacterial operational taxonomic units (OTUs) from the rhizosphere to the endosphere through rhizoplane”

✓ located verbatim in the source · abstract, characters 982–1124 · show in text ↑
t0

“soybean roots”

✓ located verbatim in the source · title, characters 88–101 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

More bacterial OTUs were consumed and enriched on rhizoplane than enriched and absorbed in endosphere.

Taxon
soybeanGlycine maxt0
Outcome
number of bacterial OTUse0
Direction
greater thane0
Comparator
those that are enriched and absorbed in the endospheree0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“The number of bacterial OTUs that are consumed and enriched on rhizoplane is greater than those that are enriched and absorbed in the endosphere”

✓ located verbatim in the source · abstract, characters 1126–1270 · show in text ↑
t0

“soybean roots”

✓ located verbatim in the source · title, characters 88–101 · show in text ↑
Intervention effectobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Continuous cropping increased Burkholderiales.

Taxon
soybeanGlycine maxt0
Treatment
Continuous cropping practicese0
Outcome
Burkholderialese0
Direction
booste0

Not reportedComparator

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Continuous cropping practices significantly boost Burkholderiales”

✓ located verbatim in the source · abstract, characters 1272–1337 · show in text ↑
t0

“soybean roots”

✓ located verbatim in the source · title, characters 88–101 · show in text ↑
Intervention effectobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Crop rotation increased chloroplast microorganisms.

Taxon
soybeanGlycine maxt0
Treatment
crop rotation techniquese0
Outcome
chloroplast microorganismse0

Not reportedComparatorDirection

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“chloroplast microorganisms significantly improve crop rotation techniques”

✓ located verbatim in the source · abstract, characters 1347–1420 · show in text ↑
t0

“soybean roots”

✓ located verbatim in the source · title, characters 88–101 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Soil urease and accessible phosphorus were related to relative prevalence of Rhodanobacter and other bacterial groups.

Taxon
soybeanGlycine maxt0
Compound
accessible phosphoruse0
Outcome
relative prevalence of Rhodanobacter and other bacterial groupse0

Not reportedDirection

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Soil environmental factors, such as urease and accessible phosphorus, are crucial in establishing the relative prevalence of Rhodanobacter and other bacterial groups”

✓ located verbatim in the source · abstract, characters 1422–1587 · show in text ↑
t0

“soybean roots”

✓ located verbatim in the source · title, characters 88–101 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Benzyl alcohol was positively correlated with Cyanobacteria.

Taxon
soybeanGlycine maxt0
Compound
benzyl alcohole0
Outcome
Cyanobacteriae0
Direction
positive correlatione0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“benzyl alcohol, show a positive correlation with Cyanobacteria”

✓ located verbatim in the source · abstract, characters 1615–1677 · show in text ↑
t0

“soybean roots”

✓ located verbatim in the source · title, characters 88–101 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

D-arabinitol was positively linked with Burkholderiales.

Taxon
soybeanGlycine maxt0
Compound
D-arabinitole0
Outcome
Burkholderialese0
Direction
positively linkede0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“D-arabinitol, are positively linked with Burkholderiales”

✓ located verbatim in the source · abstract, characters 1711–1767 · show in text ↑
t0

“soybean roots”

✓ located verbatim in the source · title, characters 88–101 · show in text ↑

Zea mays subsp. mays · yield · Glycine max (soybean)Results differ

70 papers: 48 positive, 22 negative or no effect

47 papers in the same direction as this paper · 20 in the opposite direction · 2 reporting no difference from an alternative

  1. negative
  2. no effect
  3. no effect

66 papers more in this group

See all 70 papers →

Zea mays subsp. mays · molecular: metabolites · Glycine max (soybean)Positive and negative results

2 papers: 1 positive, 1 negative or no effect

1 in the opposite direction

  1. no effect
See all 2 papers →

Zea mays subsp. mays · growth · Glycine max (soybean)Positive and negative results

11 papers: 7 positive, 4 negative or no effect

6 papers in the same direction as this paper · 4 in the opposite direction

  1. negative
  2. negative
  3. no effect

7 papers more in this group

See all 11 papers →

Zea mays subsp. mays · soil: biology · Glycine max (soybean)Results agree

2 papers: 2 positive, 0 negative or no effect

1 paper in the same direction as this paper

  1. positive
See all 2 papers →

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.