Paper · 2026 · Microbiome

Microbiome eco-evolution of cultivated and wild rice species across the genus Oryza and its importance in supporting rice growth

Fei Luo; Yicong Cai; Yujie Cui; et al.

11
claims
21
verbatim quotes
0
citations
3
research areas
✓
Open access · cc-by

Abstract

BACKGROUND: Crop wild relatives and their microbiomes are essential for sustainable crop production. However, the co-evolution of wild rice species and their microbiomes remains poorly understood. Herein, we investigated microbiome assembly across 17 wild rice and one cultivated rice species under controlled conditions spanning ~15 million years of evolution. RESULTS: Our data reveal distinct eco-evolutionary patterns for bacteria and fungi. Host divergence time was the predominant driver of root microbiota structure, outweighing polyploidy and life cycle, and exerted a stronger effect on bacteria than fungi. Bacterial community exhibited a significant phylosymbiosis with its host, but fungi did not. Over evolutionary time, bacterial diversity decreased while phylogenetic clustering increased. Deterministic and stochastic processes co-drove bacteria assembly, whereas stochastic processes strongly drove fungi assembly. Potentially functional taxa, including nitrogen-fixing and methane-cycle bacteria, were differentially enriched across evolutionary time and polyploidization events. Notably, co-speciating bacteria better predicted grain weight than fungi, with core species making a major contribution. Using a synthetic community (SynCom) derived from the wild rice core microbiome and four nitrogen-fixing strains enriched in early- and medium-diverging Oryza species, we demonstrated that the SynCom strongly promoted rice growth, with the removal of key members markedly reducing its impact. CONCLUSIONS: These results reveal co-phylogenetic patterns between Oryza and root-associated bacteria, highlighting the closer functional linkage between rice traits and bacteria than fungi, likely due to their co-evolution. Our findings provide new insights into crop-microbiome symbiosis from an eco-evolutionary perspective and underscore the importance of co-speciating microbiomes from wild relatives in supporting crop growth. Video Abstract.

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Claims 11

Associationobservedoriginal resultmeasured

Claim · model-written summary

Host divergence time was the main driver of root microbiota structure in Oryza, stronger for bacteria than fungi

Taxon
OryzaOryzat0
Outcome
root microbiota structuree1
Direction
predominant drivere1
Comparator
polyploidy and life cyclee1

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

Oryza
Oryza · Taxon · picture of the genus (one of its species)Dr. David Gealy, USDA ARS, Research Plant Physiologist · Public domain · Wikimedia Commons ↗

Verbatim

t0

“across the genus Oryza”

✓ located verbatim in the source · title, characters 61–83 · show in text ↑
e1

“Host divergence time was the predominant driver of root microbiota structure, outweighing polyploidy and life cycle, and exerted a stronger effect on bacteria than fungi”

✓ located verbatim in the source · abstract, characters 446–615 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Bacterial root communities in Oryza showed significant phylosymbiosis with their host, unlike fungi

Taxon
OryzaOryzat0
Outcome
phylosymbiosis with its hoste2
Comparator
fungie2

Not reportedDirection

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

Oryza
Oryza · Taxon · picture of the genus (one of its species)Dr. David Gealy, USDA ARS, Research Plant Physiologist · Public domain · Wikimedia Commons ↗

Verbatim

t0

“across the genus Oryza”

✓ located verbatim in the source · title, characters 61–83 · show in text ↑
e2

“Bacterial community exhibited a significant phylosymbiosis with its host, but fungi did not”

✓ located verbatim in the source · abstract, characters 617–708 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Bacterial diversity in Oryza root microbiota decreased over evolutionary time

Taxon
OryzaOryzat0
Treatment
Over evolutionary timee3
Outcome
bacterial diversitye3
Direction
decreasede3

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

Oryza
Oryza · Taxon · picture of the genus (one of its species)Dr. David Gealy, USDA ARS, Research Plant Physiologist · Public domain · Wikimedia Commons ↗

Verbatim

t0

“across the genus Oryza”

✓ located verbatim in the source · title, characters 61–83 · show in text ↑
e3

“Over evolutionary time, bacterial diversity decreased while phylogenetic clustering increased”

✓ located verbatim in the source · abstract, characters 710–803 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Phylogenetic clustering of Oryza root bacteria increased over evolutionary time

Taxon
OryzaOryzat0
Treatment
Over evolutionary timee3
Outcome
phylogenetic clusteringe3
Direction
increasede3

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

Oryza
Oryza · Taxon · picture of the genus (one of its species)Dr. David Gealy, USDA ARS, Research Plant Physiologist · Public domain · Wikimedia Commons ↗

Verbatim

t0

“across the genus Oryza”

✓ located verbatim in the source · title, characters 61–83 · show in text ↑
e3

“Over evolutionary time, bacterial diversity decreased while phylogenetic clustering increased”

✓ located verbatim in the source · abstract, characters 710–803 · show in text ↑
Associationauthor interpretationoriginal resultmeasured

Claim · model-written summary

Deterministic and stochastic processes co-drove bacteria assembly in the Oryza root microbiome

Taxon
OryzaOryzat0
Treatment
Deterministic and stochastic processese4
Outcome
bacteria assemblye4
Direction
co-drovee4

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

Oryza
Oryza · Taxon · picture of the genus (one of its species)Dr. David Gealy, USDA ARS, Research Plant Physiologist · Public domain · Wikimedia Commons ↗

Verbatim

t0

“across the genus Oryza”

✓ located verbatim in the source · title, characters 61–83 · show in text ↑
e4

“Deterministic and stochastic processes co-drove bacteria assembly, whereas stochastic processes strongly drove fungi assembly”

✓ located verbatim in the source · abstract, characters 805–930 · show in text ↑
Associationauthor interpretationoriginal resultmeasured

Claim · model-written summary

Stochastic processes strongly drove fungi assembly in the Oryza root microbiome

Taxon
OryzaOryzat0
Treatment
stochastic processese4
Outcome
fungi assemblye4
Direction
strongly drovee4

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

Oryza
Oryza · Taxon · picture of the genus (one of its species)Dr. David Gealy, USDA ARS, Research Plant Physiologist · Public domain · Wikimedia Commons ↗

Verbatim

t0

“across the genus Oryza”

✓ located verbatim in the source · title, characters 61–83 · show in text ↑
e4

“Deterministic and stochastic processes co-drove bacteria assembly, whereas stochastic processes strongly drove fungi assembly”

✓ located verbatim in the source · abstract, characters 805–930 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Potentially functional root bacteria of Oryza were differentially enriched across polyploidization events

Taxon
OryzaOryzat0
Treatment
polyploidization eventse5
Outcome
functional taxae5
Direction
differentially enrichede5

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

Oryza
Oryza · Taxon · picture of the genus (one of its species)Dr. David Gealy, USDA ARS, Research Plant Physiologist · Public domain · Wikimedia Commons ↗

Verbatim

t0

“across the genus Oryza”

✓ located verbatim in the source · title, characters 61–83 · show in text ↑
e5

“Potentially functional taxa, including nitrogen-fixing and methane-cycle bacteria, were differentially enriched across evolutionary time and polyploidization events”

✓ located verbatim in the source · abstract, characters 932–1096 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Co-speciating bacteria better predicted grain weight in Oryza than fungi

Taxon
OryzaOryzat0
Interactor
co-speciating bacteriae6symbiont
Outcome
grain weighte6
Direction
better predictede6
Comparator
fungie6

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

Oryza
Oryza · Taxon · picture of the genus (one of its species)Dr. David Gealy, USDA ARS, Research Plant Physiologist · Public domain · Wikimedia Commons ↗

Verbatim

t0

“across the genus Oryza”

✓ located verbatim in the source · title, characters 61–83 · show in text ↑
e6

“co-speciating bacteria better predicted grain weight than fungi, with core species making a major contribution”

✓ located verbatim in the source · abstract, characters 1107–1217 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Core species made a major contribution to the prediction of grain weight in Oryza

Taxon
OryzaOryzat0
Treatment
core speciese6
Outcome
contributione6
Direction
major contributione6

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

Oryza
Oryza · Taxon · picture of the genus (one of its species)Dr. David Gealy, USDA ARS, Research Plant Physiologist · Public domain · Wikimedia Commons ↗

Verbatim

t0

“across the genus Oryza”

✓ located verbatim in the source · title, characters 61–83 · show in text ↑
e6

“co-speciating bacteria better predicted grain weight than fungi, with core species making a major contribution”

✓ located verbatim in the source · abstract, characters 1107–1217 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

A synthetic community derived from the wild rice core microbiome strongly promoted rice growth

Treatment
synthetic community (SynCom)e7
Interactor
four nitrogen-fixing strainse7symbiont
Outcome
rice growthe7
Direction
strongly promotede7

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e7

“Using a synthetic community (SynCom) derived from the wild rice core microbiome and four nitrogen-fixing strains enriched in early- and medium-diverging Oryza species, we demonstrated that the SynCom strongly promoted rice growth”

✓ located verbatim in the source · abstract, characters 1219–1448 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Removal of key members markedly reduced the rice growth promotion by the SynCom

Treatment
removal of key memberse0
Outcome
impacte0
Direction
markedly reducinge0
Comparator
SynCome7

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e7

“Using a synthetic community (SynCom) derived from the wild rice core microbiome and four nitrogen-fixing strains enriched in early- and medium-diverging Oryza species, we demonstrated that the SynCom strongly promoted rice growth”

✓ located verbatim in the source · abstract, characters 1219–1448 · show in text ↑
e0

“with the removal of key members markedly reducing its impact”

✓ located verbatim in the source · abstract, characters 1450–1510 · show in text ↑