Paper · 2024 · Frontiers in Plant Science

Metabolomic and metagenomic analyses elucidate the role of intercropping in mitigating continuous cropping challenges in tobacco

Ming Liu; Rujun Xue; Shuangzhen Jin; et al.

12
claims
12
verbatim quotes
6
citations
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Open access · cc-by

Abstract

Introduction Crop rotation of tobacco with other crops could effectively break the negative impact of continuous tobacco cropping, but the mechanisms of intercropping system effects on tobacco, especially on the rhizosphere, are not clear. Methods In this study, we investigated the impact of intercropping system on the diversity and function of tobacco metabolites and microorganisms through metabolomic and metagenomic analyses of the tobacco rhizosphere microenvironment intercropped with maize and soybean. Results The results showed that the contents of huperzine b, chlorobenzene, and P-chlorophenylalanine in tobacco rhizosphere soils differed significantly among soybean-tobacco and maize-tobacco intercropping system. Chlorobenzene and P-chlorophenylalanine had the highest relative abundance under the soybean-tobacco intercropping system, and huperzine b had the highest relative abundance in the maize-tobacco cropping system. At the phylum level, the three most dominant strains were the same across all treatments: Proteobacteria, Actinobacteria , and Acidobacteria , with only minor differences in their abundance, with the fourth most abundant strain in both the tobacco monoculture. KEGG enrichment analysis of the tobacco rhizosphere soil microbiome revealed that intercropping significantly increased the abundance of metabolites in the ABC transporters pathway and up-regulated the LivK, LivH, Livg, LivM , and LivF genes of the branched-chain amino acid pathway Discussion Collectively, our results indicate that the intercropping could enhance the activity of Livs to enhance the ABC transport pathway, and thus improve the transmembrane transport ability of tobacco roots, thus reducing the negative impact of continuous tobacco cropping. At the same time, the maize-tobacco intercropping could promote the production and transportation of phenolic acids, flavonoids, and other bioactive substances in the tobacco root system, which could enhance tobacco adaptation capacity to abiotic stress.

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

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Claims 12

Observationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Tobacco rhizosphere soil huperzine b content differed significantly between soybean and maize intercropping.

Outcome
contents of huperzine be0
Direction
differede0
Setting
rhizosphere soilse0

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 contents of huperzine b, chlorobenzene, and P-chlorophenylalanine in tobacco rhizosphere soils differed significantly among soybean-tobacco and maize-tobacco intercropping system”

✓ located verbatim in the source · abstract, characters 544–726 · show in text ↑
Observationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Tobacco rhizosphere soil chlorobenzene content differed significantly between soybean and maize intercropping.

Outcome
chlorobenzenee0
Direction
differede0
Setting
rhizosphere soilse0

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 contents of huperzine b, chlorobenzene, and P-chlorophenylalanine in tobacco rhizosphere soils differed significantly among soybean-tobacco and maize-tobacco intercropping system”

✓ located verbatim in the source · abstract, characters 544–726 · show in text ↑
Observationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Tobacco rhizosphere soil P-chlorophenylalanine content differed significantly between soybean and maize intercropping.

Outcome
P-chlorophenylalaninee0
Direction
differede0
Setting
rhizosphere soilse0

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 contents of huperzine b, chlorobenzene, and P-chlorophenylalanine in tobacco rhizosphere soils differed significantly among soybean-tobacco and maize-tobacco intercropping system”

✓ located verbatim in the source · abstract, characters 544–726 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Chlorobenzene was most abundant under soybean–tobacco intercropping.

Treatment
soybean-tobacco intercropping systeme0
Outcome
Chlorobenzenee0
Direction
higheste0

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

“Chlorobenzene and P-chlorophenylalanine had the highest relative abundance under the soybean-tobacco intercropping system”

✓ located verbatim in the source · abstract, characters 728–849 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

P-chlorophenylalanine was most abundant under soybean–tobacco intercropping.

Treatment
soybean-tobacco intercropping systeme0
Outcome
P-chlorophenylalaninee0
Direction
higheste0

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

“Chlorobenzene and P-chlorophenylalanine had the highest relative abundance under the soybean-tobacco intercropping system”

✓ located verbatim in the source · abstract, characters 728–849 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Huperzine b was most abundant under maize–tobacco cropping.

Treatment
maize-tobacco cropping systeme0
Outcome
huperzine be0
Direction
higheste0

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

“huperzine b had the highest relative abundance in the maize-tobacco cropping system”

✓ located verbatim in the source · abstract, characters 855–938 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Proteobacteria, Actinobacteria and Acidobacteria were the three dominant rhizosphere phyla across treatments, with small abundance differences.

Interactor
ProteobacteriaPseudomonadotae0symbiont
Outcome
three most dominant strainse0
Direction
samee0

Not reportedTaxon

Verbatim

e0

“the three most dominant strains were the same across all treatments: Proteobacteria, Actinobacteria , and Acidobacteria , with only minor differences in their abundance”

✓ located verbatim in the source · abstract, characters 961–1129 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Intercropping significantly increased abundance of metabolites in the ABC transporters pathway of tobacco rhizosphere soil microbiome.

Treatment
intercroppinge0
Outcome
abundance of metabolites in the ABC transporters pathwaye0
Direction
increasede0

Not reportedTaxonComparator

Verbatim

e0

“intercropping significantly increased the abundance of metabolites in the ABC transporters pathway”

✓ located verbatim in the source · abstract, characters 1283–1381 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Intercropping upregulated the LivK, LivH, Livg, LivM and LivF genes of the branched-chain amino acid pathway.

Outcome
LivK, LivH, Livg, LivM , and LivF genese0
Direction
up-regulatede0

Not reportedTaxonTreatmentComparator

Verbatim

e0

“up-regulated the LivK, LivH, Livg, LivM , and LivF genes of the branched-chain amino acid pathway”

✓ located verbatim in the source · abstract, characters 1386–1483 · show in text ↑
Mechanismauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

The authors infer that intercropping enhances Liv activity and ABC transport, improving tobacco root transmembrane transport and easing continuous-cropping harm.

Outcome
transmembrane transport abilitye0
Direction
improvee0
Qualifier
activity of Livse0

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 intercropping could enhance the activity of Livs to enhance the ABC transport pathway, and thus improve the transmembrane transport ability of tobacco roots, thus reducing the negative impact of continuous tobacco cropping”

✓ located verbatim in the source · abstract, characters 1535–1761 · show in text ↑
Mechanismauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

The authors infer that maize–tobacco intercropping promotes production and transport of root phenolic acids, flavonoids and other bioactive compounds.

Treatment
maize-tobacco intercroppinge0
Outcome
production and transportation of phenolic acids, flavonoids, and other bioactive substancese0
Direction
promotee0

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

“maize-tobacco intercropping could promote the production and transportation of phenolic acids, flavonoids, and other bioactive substances in the tobacco root system”

✓ located verbatim in the source · abstract, characters 1785–1949 · show in text ↑
Mechanismauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

The authors infer that maize–tobacco intercropping could increase tobacco adaptation to abiotic stress.

Outcome
adaptation capacity to abiotic stresse0
Direction
enhancee0
Qualifier
abiotic stresse0

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

“which could enhance tobacco adaptation capacity to abiotic stress”

✓ located verbatim in the source · abstract, characters 1951–2016 · show in text ↑

intercropping · pest · Nicotiana tabacum (tobacco)Positive and negative results

4 papers: 3 positive, 1 negative or no effect

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

  1. no effect
  2. positive
  3. positive
See all 4 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.