Paper · 2025 · Frontiers in Microbiology

Tobacco intercropping enhances soil fertility by improving synergic interactions between soil physicochemical and microbial properties

Kaiyuan Gu; Xianglu Liu; Ming Liu; et al.

20
claims
35
verbatim quotes
7
citations
2
research areas
✓
Open access · cc-by

Abstract

Introduction Intercropping tobacco with other crops has been shown to upregulate soil health by fostering synergistic interactions between physicochemical and microbial properties. This study aims to evaluate the impact of intercropping on physicochemical attributes, rhizospheric microbial community, and functional dynamics of soil cultivated with tobacco plants. Methods A field experiment was comprised with five treatments, such as tobacco monoculture (TT), soybean monoculture (SS), maize monoculture (MM), tobacco–soybean intercropping (TS), and tobacco–maize intercropping (TM). Soil nutrients observed, while bacterial and fungal community profiles were assessed through high-throughput sequencing targeting the 16S rDNA and ITS hypervariable regions. Microbial interactions and network resilience were assessed through co-occurrence network analysis. Results Intercropping significantly improved the soil nutrient properties. Compared with tobacco monoculture (TT), the tobacco–soybean intercropping (TS) treatment enhanced cation exchange capacity (CEC), total nitrogen (TN), available phosphorus (AP), and available potassium (AK) by 13.9, 13.9, 43.8, and 129.1%, respectively. Tobacco–maize intercropping (TM) enhanced CEC (26.7%) and AK (9.7%). Both intercropping models significantly increased bacterial species richness in tobacco soil, whereas fungal diversity was more pronounced under monoculture conditions. Intercropping favored the proliferation of Proteobacteria and Basidiomycota, while concurrently suppressing Ascomycota . Tobacco–maize intercropping specifically augmented nitrifying bacteria and Actinobacteria , while tobacco–soybean intercropping predominantly facilitated the recruitment of symbiotic fungi. Intercropping intensified microbial network complexity and modularity, upregulate ecosystem resilience to disturbances. Mantel analysis indicated that the bacterial community structure was primarily influenced by soil pH, whereas fungal communities exhibited strong combinations with available potassium and phosphorus. Discussion Intercropping systems substantially improved soil ecological functionality by modulating microbial community composition and nutrient dynamics. Tobacco–maize intercropping reinforced soil ecosystem stability through enrichment of functional microorganisms and optimization of community architecture, while tobacco–soybean intercropping leveraged nitrogen fixation by legumes to augment nitrogen availability and facilitate the establishment of nitrogen-cycling microbes, demonstrating superior efficacy in enhancing soil fertility. These findings suggest that tobacco intercropping can be sustainable agricultural strategy to maintain soil health and productivity in the era of climate change.

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Claims 20

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Tobacco–soybean intercropping increased cation exchange capacity (CEC) by 13.9 compared with tobacco monoculture.

Treatment
tobacco–soybean intercropping (TS)e0
Outcome
cation exchange capacity (CEC)e0
Direction
enhancede0
Value
13.9e0
Comparator
tobacco monoculture (TT)e0

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

“Compared with tobacco monoculture (TT), the tobacco–soybean intercropping (TS) treatment enhanced cation exchange capacity (CEC), total nitrogen (TN), available phosphorus (AP), and available potassium (AK) by 13.9, 13.9, 43.8, and 129.1%, respectively.”

✓ located verbatim in the source · abstract, characters 936–1189 · show in text ↑
t0

“Tobacco”

✓ located verbatim in the source · title, characters 0–7 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Tobacco–soybean intercropping increased total nitrogen (TN) by 13.9 compared with tobacco monoculture.

Treatment
tobacco–soybean intercropping (TS)e0
Outcome
total nitrogen (TN)e0
Direction
enhancede0
Value
13.9e0
Comparator
tobacco monoculture (TT)e0

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

“Compared with tobacco monoculture (TT), the tobacco–soybean intercropping (TS) treatment enhanced cation exchange capacity (CEC), total nitrogen (TN), available phosphorus (AP), and available potassium (AK) by 13.9, 13.9, 43.8, and 129.1%, respectively.”

✓ located verbatim in the source · abstract, characters 936–1189 · show in text ↑
t0

“Tobacco”

✓ located verbatim in the source · title, characters 0–7 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Tobacco–soybean intercropping increased available phosphorus (AP) by 43.8 compared with tobacco monoculture.

Treatment
tobacco–soybean intercropping (TS)e0
Outcome
available phosphorus (AP)e0
Direction
enhancede0
Value
43.8e0
Comparator
tobacco monoculture (TT)e0

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

“Compared with tobacco monoculture (TT), the tobacco–soybean intercropping (TS) treatment enhanced cation exchange capacity (CEC), total nitrogen (TN), available phosphorus (AP), and available potassium (AK) by 13.9, 13.9, 43.8, and 129.1%, respectively.”

✓ located verbatim in the source · abstract, characters 936–1189 · show in text ↑
t0

“Tobacco”

✓ located verbatim in the source · title, characters 0–7 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Tobacco–soybean intercropping increased available potassium (AK) by 129.1% compared with tobacco monoculture.

Treatment
tobacco–soybean intercropping (TS)e0
Outcome
available potassium (AK)e0
Direction
enhancede0
Value
129.1%e0
Comparator
tobacco monoculture (TT)e0

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

“Compared with tobacco monoculture (TT), the tobacco–soybean intercropping (TS) treatment enhanced cation exchange capacity (CEC), total nitrogen (TN), available phosphorus (AP), and available potassium (AK) by 13.9, 13.9, 43.8, and 129.1%, respectively.”

✓ located verbatim in the source · abstract, characters 936–1189 · show in text ↑
t0

“Tobacco”

✓ located verbatim in the source · title, characters 0–7 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Tobacco–maize intercropping increased CEC by 26.7%.

Treatment
Tobacco–maize intercropping (TM)e0
Outcome
CECe0
Direction
enhancede0
Value
26.7%e0

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 ↗

Verbatim

e0

“Tobacco–maize intercropping (TM) enhanced CEC (26.7%) and AK (9.7%).”

✓ located verbatim in the source · abstract, characters 1190–1258 · show in text ↑
t0

“Tobacco”

✓ located verbatim in the source · title, characters 0–7 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Tobacco–maize intercropping increased AK by 9.7%.

Treatment
Tobacco–maize intercropping (TM)e0
Outcome
AKe0
Direction
enhancede0
Value
9.7%e0

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 ↗

Verbatim

e0

“Tobacco–maize intercropping (TM) enhanced CEC (26.7%) and AK (9.7%).”

✓ located verbatim in the source · abstract, characters 1190–1258 · show in text ↑
t0

“Tobacco”

✓ located verbatim in the source · title, characters 0–7 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Both intercropping models increased bacterial species richness in tobacco soil.

Treatment
Both intercropping modelse0
Outcome
bacterial species richnesse0
Direction
increasede0

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 ↗

Verbatim

e0

“Both intercropping models significantly increased bacterial species richness in tobacco soil”

✓ located verbatim in the source · abstract, characters 1259–1351 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Fungal diversity was more pronounced under monoculture.

Outcome
fungal diversitye0
Direction
more pronouncede0
Setting
monoculture conditionse0

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

“fungal diversity was more pronounced under monoculture conditions”

✓ located verbatim in the source · abstract, characters 1361–1426 · show in text ↑
t0

“Tobacco”

✓ located verbatim in the source · title, characters 0–7 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Intercropping favored Proteobacteria and Basidiomycota.

Treatment
Intercroppinge0
Outcome
proliferation of Proteobacteria and Basidiomycotae0
Direction
favorede0

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 ↗

Verbatim

e0

“Intercropping favored the proliferation of Proteobacteria and Basidiomycota”

✓ located verbatim in the source · abstract, characters 1428–1503 · show in text ↑
t0

“Tobacco”

✓ located verbatim in the source · title, characters 0–7 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Intercropping suppressed Ascomycota.

Treatment
Intercroppingt0
Outcome
Ascomycotae0
Direction
suppressinge0

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 ↗

Verbatim

e0

“while concurrently suppressing Ascomycota”

✓ located verbatim in the source · abstract, characters 1505–1546 · show in text ↑
t0

“Tobacco intercropping”

✓ located verbatim in the source · title, characters 0–21 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Tobacco–maize intercropping augmented nitrifying bacteria and Actinobacteria.

Treatment
Tobacco–maize intercroppinge0
Outcome
nitrifying bacteria and Actinobacteriae0
Direction
augmentede0

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 ↗

Verbatim

e0

“Tobacco–maize intercropping specifically augmented nitrifying bacteria and Actinobacteria”

✓ located verbatim in the source · abstract, characters 1549–1638 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Tobacco–soybean intercropping recruited symbiotic fungi.

Treatment
tobacco–soybean intercroppinge0
Outcome
recruitment of symbiotic fungie0
Direction
facilitatede0

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 ↗

Verbatim

e0

“tobacco–soybean intercropping predominantly facilitated the recruitment of symbiotic fungi”

✓ located verbatim in the source · abstract, characters 1647–1737 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Intercropping intensified microbial network complexity and modularity.

Treatment
Intercroppinge0
Outcome
microbial network complexity and modularitye0
Direction
intensifiede0

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 ↗

Verbatim

e0

“Intercropping intensified microbial network complexity and modularity”

✓ located verbatim in the source · abstract, characters 1739–1808 · show in text ↑
t0

“Tobacco”

✓ located verbatim in the source · title, characters 0–7 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Intercropping increased ecosystem resilience to disturbances.

Treatment
intercroppingt0
Outcome
ecosystem resilience to disturbancese0
Direction
upregulatee0

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 ↗

Verbatim

e0

“upregulate ecosystem resilience to disturbances”

✓ located verbatim in the source · abstract, characters 1810–1857 · show in text ↑
t0

“Tobacco intercropping”

✓ located verbatim in the source · title, characters 0–21 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Bacterial community structure was primarily associated with soil pH.

Compound
soil pHe0
Outcome
bacterial community structuree0

Not reportedDirection

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 bacterial community structure was primarily influenced by soil pH”

✓ located verbatim in the source · abstract, characters 1890–1959 · show in text ↑
t0

“Tobacco”

✓ located verbatim in the source · title, characters 0–7 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Fungal communities were associated with available potassium and phosphorus.

Compound
available potassium and phosphoruse0
Outcome
fungal communitiese0

Not reportedDirection

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

“fungal communities exhibited strong combinations with available potassium and phosphorus”

✓ located verbatim in the source · abstract, characters 1969–2057 · show in text ↑
t0

“Tobacco”

✓ located verbatim in the source · title, characters 0–7 · show in text ↑
Mechanismauthor interpretationoriginal resultpositivemeasured

Claim · model-written summary

Tobacco–maize intercropping reinforced soil ecosystem stability through functional microorganisms and community architecture.

Treatment
Tobacco–maize intercroppinge0
Outcome
soil ecosystem stabilitye0
Qualifier
enrichment of functional microorganisms and optimization of community architecturee0

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

“Tobacco–maize intercropping reinforced soil ecosystem stability through enrichment of functional microorganisms and optimization of community architecture”

✓ located verbatim in the source · abstract, characters 2214–2368 · show in text ↑
Mechanismauthor interpretationoriginal resultpositivemeasured

Claim · model-written summary

Tobacco–soybean intercropping increased nitrogen availability through legume nitrogen fixation.

Treatment
tobacco–soybean intercroppinge0
Outcome
nitrogen availabilitye0
Qualifier
nitrogen fixation by legumese0

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

“tobacco–soybean intercropping leveraged nitrogen fixation by legumes to augment nitrogen availability”

✓ located verbatim in the source · abstract, characters 2376–2477 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Tobacco–soybean intercropping facilitated nitrogen-cycling microbes.

Treatment
tobacco–soybean intercroppinge1
Outcome
establishment of nitrogen-cycling microbese0
Direction
facilitatee0

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 ↗

Verbatim

e0

“facilitate the establishment of nitrogen-cycling microbes”

✓ located verbatim in the source · abstract, characters 2482–2539 · show in text ↑
t0

“Tobacco intercropping”

✓ located verbatim in the source · title, characters 0–21 · show in text ↑
e1

“tobacco–soybean intercropping leveraged nitrogen fixation by legumes to augment nitrogen availability”

✓ located verbatim in the source · abstract, characters 2376–2477 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

The authors suggest tobacco intercropping as a sustainable agricultural strategy for soil health and productivity.

Outcome
sustainable agricultural strategy to maintain soil health and productivitye0

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

“tobacco intercropping can be sustainable agricultural strategy to maintain soil health and productivity”

✓ located verbatim in the source · abstract, characters 2630–2733 · show in text ↑

intercropping · nutrient: content · Nicotiana tabacum (tobacco)Positive and negative results

8 papers: 7 positive, 1 negative or no effect

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

  1. positive
  2. no effect
  3. positive

4 papers more in this group

See all 8 papers →

intercropping · soil: biology · Nicotiana tabacum (tobacco)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 →

intercropping · ecology: diversity · Nicotiana tabacum (tobacco)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 →

intercropping · soil: chemistry · Nicotiana tabacum (tobacco)Results agree

4 papers: 4 positive, 0 negative or no effect

3 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive
See all 4 papers →

intercropping · molecular: metabolites · Nicotiana tabacum (tobacco)Results agree

8 papers: 8 positive, 0 negative or no effect

7 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

4 papers more in this group

See all 8 papers →

intercropping · growth · Nicotiana tabacum (tobacco)Results agree

9 papers: 9 positive, 0 negative or no effect

8 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

5 papers more in this group

See all 9 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.