Paper · 2025 · Malaysian Journal of Fundamental and Applied Sciences

Dynamics of Root-Associated Microbiomes in Ratooning Sugarcane: Insights from Shotgun Metagenomic

Sulasti Sulastri; Lina Herliana; Nur Alfi Saryanah; et al.

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claims
19
verbatim quotes
2
citations
2
research areas
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Open access · cc-by-nc

Abstract

Ratooning in sugarcane is crucial for agriculture sustainability, but the changes in microbial communities during consecutive ratooning remain unclear. We employed a shotgun metagenomic approach using Illumina 454 sequencing to investigate the root-associated microbial community in four sugarcane plantation sites, with three sites in the Dompu Regency and one in the Madiun Regency. The results revealed variations in the root-associated microbiome between ratoon and plant cane, as well as across different sites. pH, total organic carbon, and nitrogen were found to influence the community structure. Across the four sites, we identified 395 species, including 382 species of bacteria, 10 species of archaea, and 3 species of eukaryotes. In the ratoon plants of Dompu, the most abundant species was Paraburkholderia caribensis (40%), whereas in the plant cane dominated by Rhizobium pusense (16%)., In Madiun, the predominant species in ratoon plants was Rhodanobacter sp. DHG33 (20%) and Paraburkholderia sp. SOS3 (16%). These bacterial species may serve as key contributors to plant growth in ratooning plantations in these regions. The fungal community declined during the ratooning cycle but increased at later stages, possibly indicating a more stable fungal community in mature ratoon crops. The community structure varied, with bacteria more abundant in Dompu Regency's ratoon plants and archaea in Madiun Regency's ratoon plants. Understanding microbial dynamics across these four sites will support the development of sustainable strategies for ratooning practices in sugarcane production.

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Claims 15

Observationobservedoriginal resultmeasured

Claim · model-written summary

Root-associated microbiomes varied between ratoon and plant cane and across sites.

Taxon
Sugarcanet0
Organ / stage
ratoone0
Outcome
variations in the root-associated microbiomee0
Comparator
plant canee0

Verbatim

e0

“The results revealed variations in the root-associated microbiome between ratoon and plant cane, as well as across different sites.”

✓ located verbatim in the source · abstract, characters 385–516 · show in text ↑
t0

“Sugarcane”

✓ located verbatim in the source · title, characters 53–62 · show in text ↑
Associationauthor interpretationoriginal resultmeasured

Claim · model-written summary

pH, total organic carbon and nitrogen influenced community structure.

Taxon
Sugarcanet0
Compound
total organic carbon, and nitrogene0
Outcome
community structuree0
Qualifier
pHe0

Not reportedDirection

Verbatim

e0

“pH, total organic carbon, and nitrogen were found to influence the community structure.”

✓ located verbatim in the source · abstract, characters 517–604 · show in text ↑
t0

“Sugarcane”

✓ located verbatim in the source · title, characters 53–62 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Across four sites, 395 microbial species were identified.

Taxon
Sugarcanet0
Outcome
speciese0
Value
395e0

Verbatim

e0

“Across the four sites, we identified 395 species, including 382 species of bacteria, 10 species of archaea, and 3 species of eukaryotes.”

✓ located verbatim in the source · abstract, characters 605–741 · show in text ↑
t0

“Sugarcane”

✓ located verbatim in the source · title, characters 53–62 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The community included 382 bacterial species.

Taxon
bacteriaBacteriae0
Outcome
species of bacteriae0
Value
382e0

Verbatim

e0

“including 382 species of bacteria, 10 species of archaea, and 3 species of eukaryotes.”

✓ located verbatim in the source · abstract, characters 655–741 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The community included 10 archaeal species.

Taxon
archaeaArchaeae0
Outcome
species of archaeae0
Value
10e0

Verbatim

e0

“including 382 species of bacteria, 10 species of archaea, and 3 species of eukaryotes.”

✓ located verbatim in the source · abstract, characters 655–741 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The community included 3 eukaryotic species.

Taxon
eukaryotesEukaryotae0
Outcome
species of eukaryotese0
Value
3e0

Verbatim

e0

“including 382 species of bacteria, 10 species of archaea, and 3 species of eukaryotes.”

✓ located verbatim in the source · abstract, characters 655–741 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Paraburkholderia caribensis was the most abundant species in Dompu ratoon plants at 40%.

Taxon
Paraburkholderia caribensisParaburkholderia caribensise0
Organ / stage
ratoon plantse0
Outcome
most abundant speciese0
Direction
most abundante0
Value
40%e0
Setting
Dompue0

Verbatim

e0

“In the ratoon plants of Dompu, the most abundant species was Paraburkholderia caribensis (40%)”

✓ located verbatim in the source · abstract, characters 742–836 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Rhizobium pusense dominated Dompu plant cane at 16%.

Taxon
Rhizobium pusenseAgrobacterium pusensee0
Organ / stage
plant canee0
Outcome
dominatede0
Value
16%e0
Setting
Dompue0

Verbatim

e0

“In the ratoon plants of Dompu, the most abundant species was Paraburkholderia caribensis (40%), whereas in the plant cane dominated by Rhizobium pusense (16%).”

✓ located verbatim in the source · abstract, characters 742–901 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Rhodanobacter sp. DHG33 was predominant in Madiun ratoon plants at 20%.

Taxon
Rhodanobacter sp. DHG33Rhodanobacter sp. DHG33e0
Organ / stage
ratoon plantse0
Outcome
predominant speciese0
Value
20%e0
Setting
Madiune0

Verbatim

e0

“In Madiun, the predominant species in ratoon plants was Rhodanobacter sp. DHG33 (20%) and Paraburkholderia sp. SOS3 (16%).”

✓ located verbatim in the source · abstract, characters 903–1025 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Paraburkholderia sp. SOS3 was predominant in Madiun ratoon plants at 16%.

Taxon
Paraburkholderia sp. SOS3Paraburkholderia sp. SOS3e0
Organ / stage
ratoon plantse0
Outcome
predominant speciese0
Value
16%e0
Setting
Madiune0

Verbatim

e0

“In Madiun, the predominant species in ratoon plants was Rhodanobacter sp. DHG33 (20%) and Paraburkholderia sp. SOS3 (16%).”

✓ located verbatim in the source · abstract, characters 903–1025 · show in text ↑
Mechanismhypothesisoriginal resultpositivebasis n/a

Claim · model-written summary

The identified bacterial species may contribute to plant growth in ratooning plantations.

Taxon
Sugarcanet0
Interactor
bacterial speciese0other
Outcome
plant growthe0
Qualifier
may serve as key contributorse0

Verbatim

e0

“These bacterial species may serve as key contributors to plant growth in ratooning plantations in these regions.”

✓ located verbatim in the source · abstract, characters 1026–1138 · show in text ↑
t0

“Sugarcane”

✓ located verbatim in the source · title, characters 53–62 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The fungal community declined during the ratooning cycle.

Taxon
fungale0
Outcome
fungal communitye0
Direction
declinede0
Qualifier
during the ratooning cyclee0

Verbatim

e0

“The fungal community declined during the ratooning cycle but increased at later stages, possibly indicating a more stable fungal community in mature ratoon crops.”

✓ located verbatim in the source · abstract, characters 1139–1301 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The fungal community increased at later stages, possibly indicating greater stability in mature ratoon crops.

Taxon
fungale0
Outcome
fungal communitye0
Direction
increasede0
Qualifier
at later stages, possibly indicating a more stable fungal community in mature ratoon cropse0

Verbatim

e0

“The fungal community declined during the ratooning cycle but increased at later stages, possibly indicating a more stable fungal community in mature ratoon crops.”

✓ located verbatim in the source · abstract, characters 1139–1301 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Bacteria were more abundant in Dompu Regency ratoon plants.

Taxon
bacteriaBacteriae0
Outcome
bacteriae0
Direction
more abundante0
Setting
Dompu Regencye0

Verbatim

e0

“The community structure varied, with bacteria more abundant in Dompu Regency's ratoon plants and archaea in Madiun Regency's ratoon plants.”

✓ located verbatim in the source · abstract, characters 1302–1441 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Archaea were more abundant in Madiun Regency ratoon plants.

Taxon
archaeaArchaeae0
Outcome
archaeae0
Direction
more abundante0
Setting
Madiun Regencye0

Verbatim

e0

“The community structure varied, with bacteria more abundant in Dompu Regency's ratoon plants and archaea in Madiun Regency's ratoon plants.”

✓ located verbatim in the source · abstract, characters 1302–1441 · show in text ↑