ArticleRice (New York, N.Y.)2023
Integrated Microbiome and Metabolomic Analysis Reveal Responses of Rhizosphere Bacterial Communities and Root exudate Composition to Drought and Genotype in Rice (Oryza sativa L.).
Article in Rice (New York, N.Y.), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed, 72 citations in OpenAlex.
- Spore-based arbuscular mycorrhizal fungal community in an olive cultivation area in southern Brazil.Archives of microbiology · 2026Article
- Rhizosheath is the key structural element for enhancing the drought resistance in alpine desertified grasslands of Kengyilia hirsuta.BMC plant biology · 2026Article
- Root Exudates Shape Soil Organic Carbon Stabilization by Controlling Microbial Necromass Formation Under Long-Term Nitrogen Fertilization.Microorganisms · 2026Article
- Melatonin-mediated dual regulation of physiological-biochemical traits and rhizosphere microbial communities alleviates drought stress in Bougainvillea.BMC plant biology · 2026Article
- Metabolomic profiling reveals root exudation pattern as regulated by phosphorus and light in contrasting rice cultivars.BMC plant biology · 2026Article
- From soil to sequences: mechanisms and tools unravelling plant-rhizomicrobiome interactions.World journal of microbiology & biotechnology · 2026Review
- Soil and genotype-driven resource allocation trade-offs shape root exudation across crop species.Plant and soil · 2026Article
- Biotic and Abiotic Factors on Rhizosphere Microorganisms in Grassland Ecosystems.Microorganisms · 2025Review
- Comparative analysis of rhizosphere microbiomes of cultivated and wild rice under contrasting field water regimes.Microbiology spectrum · 2025Article
- How to harness the effects of exudates and microbes that support beneficial plant-plant interactions for sustainable agriculture.PLoS biology · 2025Review
- Dynamics of rice microbiome: insights into functional diversity, environmental influences, response to stress, and applications.World journal of microbiology & biotechnology · 2025Review
- The Rice-Microbe Nexus: Unlocking Productivity Through Soil Science.Rice (New York, N.Y.) · 2025Review
- Plant-growth-promoting rhizobacteria for mitigating salinity stress in rice farming: a review of the Vietnamese Mekong Delta.Frontiers in plant science · 2025Review
- A Comparison of Rice Root Microbial Dynamics in Organic and Conventional Paddy Fields.Microorganisms · 2024Article
- The response of rare bacterial in rhizosphere of tea plants to drought stress was higher than that of abundant bacterial.BMC plant biology · 2024Article
- Harnessing co-evolutionary interactions between plants and Streptomyces to combat drought stress.Nature plants · 2024Review
- Influence of Drought Stress on the Rhizosphere Bacterial Community Structure of Cassava (International journal of molecular sciences · 2024Article
- Role of Microbes in Alleviating Crop Drought Stress: A Review.Plants (Basel, Switzerland) · 2024Review
- Root-associated microbial diversity and metabolomics in maize resistance to stalk rot.Frontiers in microbiology · 2024Article
- Rice Thematic Special Issue: Beneficial Plant-Microbe Interactions in Rice.Rice (New York, N.Y.) · 2023Article
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Authors and funding
7 authors at 1 institution in 1 country.
Funding
Abstract
backgroundAs climate change events become more frequent, drought is an increasing threat to agricultural production and food security. Crop rhizosphere microbiome and root exudates are critical regulators for drought adaptation, yet our understanding on the rhizosphere bacterial communities and root exudate composition as affected by drought stress is far from complete. In this study, we performed 16S rRNA gene amplicon sequencing and widely targeted metabolomic analysis of rhizosphere soil and root exudates from two contrasting rice genotypes (Nipponbare and Luodao 998) exposed to drought stress.
resultsA reduction in plant phenotypes was observed under drought, and the inhibition was greater for roots than for shoots. Additionally, drought exerted a negligible effect on the alpha diversity of rhizosphere bacterial communities, but obviously altered their composition. In particular, drought led to a significant enrichment of Actinobacteria but a decrease in Firmicutes. We also found that abscisic acid in root exudates was clearly higher under drought, whereas lower jasmonic acid and L-cystine concentrations. As for plant genotypes, variations in plant traits of the drought-tolerant genotype Luodao 998 after drought were smaller than those of Nipponbare. Interestingly, drought triggered an increase in Bacillus, as well as an upregulation of most organic acids and a downregulation of all amino acids in Luodao 998. Notably, both Procrustes analysis and Mantel test demonstrated that rhizosphere microbiome and root exudate metabolomic profiles were highly correlated. A number of differentially abundant genera responded to drought and genotype, including Streptomyces, Bacillus and some members of Actinobacteria, were significantly associated with organic acid and amino acid contents in root exudates. Further soil incubation experiments showed that Streptomyces was regulated by abscisic acid and jasmonic acid under drought.
conclusionsOur results reveal that both drought and genotype drive changes in the compositions of rice rhizosphere bacterial communities and root exudates under the greenhouse condition, and that organic acid exudation and suppression of amino acid exudation to select specific rhizosphere bacterial communities may be an important strategy for rice to cope with drought. These findings have important implications for improving the adaptability of rice to drought from the perspective of plant-microbe interactions.
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