ArticleMicrobiome2021
Identification of microbial signatures linked to oilseed rape yield decline at the landscape scale.
Article in Microbiome, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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Who cites it
21 citing papers in PubMed, 57 citations in OpenAlex.
- Microbial succession from nursery to vineyard highlights the role of beneficial and pathogenic microbes in young vineyard yield.Environmental microbiome · 2026Article
- Genomic insights into the ecological versatility of Tetracladium spp.BMC genomics · 2025Article
- Impact ofPathogens (Basel, Switzerland) · 2025Article
- Microbial metacommunity of salt marshes rebuilds along an elevational gradient after initial disturbance.Scientific reports · 2025Article
- Diurnal Rhythmicity in the Rhizosphere Microbiome-Mechanistic Insights and Significance for Rhizosphere Function.Plant, cell & environment · 2025Review
- Metabolism of hemicelluloses by root-associated Bacteroidota species.The ISME journal · 2025Article
- Soil microbial resources: Unlocking sustainable strategies for crop productivity and soil health.Current research in microbial sciences · 2025Review
- Regional scale diversity and distribution of soil inhabiting Tetracladium.Environmental microbiome · 2024Article
- Integrated microbiome and metabolomics analysis reveal the relationship between plant-specialized metabolites and microbial community inFrontiers in plant science · 2024Article
- Temporal patterns of endophytic microbial heterogeneity across distinct ecological compartments within theFrontiers in microbiology · 2024Article
- Mycobiome analysis of leaf, root, and soil of symptomatic oil palm trees (Frontiers in microbiology · 2024Article
- Spatiotemporal Variations of Soil Reactive Nitrogen Oxide Fluxes across the Anthropogenic Landscape.Environmental science & technology · 2023Article
- Distinct prokaryotic and eukaryotic communities and networks in two agricultural fields of central Japan with different histories of maize-cabbage rotation.Scientific reports · 2023Article
- The effect of plant compartment and geographical location on shaping microbiome of Pulsatilla chinensis.Applied microbiology and biotechnology · 2023Article
- Crop rotation significantly influences the composition of soil, rhizosphere, and root microbiota in canola (Brassica napus L.).Environmental microbiome · 2023Article
- Influence of cultivation duration on microbial taxa aggregation inFrontiers in microbiology · 2023Article
- Crop management shapes the diversity and activity of DNA and RNA viruses in the rhizosphere.Microbiome · 2022Article
- Stimulation of Distinct Rhizosphere Bacteria Drives Phosphorus and Nitrogen Mineralization in Oilseed Rape under Field Conditions.mSystems · 2022Article
- Landscape scale ecology of Tetracladium spp. fungal root endophytes.Environmental microbiome · 2022Article
- Diversity and Ecological Guild Analysis of the Oil Palm Fungal Microbiome Across Root, Rhizosphere, and Soil Compartments.Frontiers in microbiology · 2022Article
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Authors and funding
14 authors at 8 institutions in 1 country.
Funding
Abstract
backgroundThe plant microbiome plays a vital role in determining host health and productivity. However, we lack real-world comparative understanding of the factors which shape assembly of its diverse biota, and crucially relationships between microbiota composition and plant health. Here we investigated landscape scale rhizosphere microbial assembly processes in oilseed rape (OSR), the UK's third most cultivated crop by area and the world's third largest source of vegetable oil, which suffers from yield decline associated with the frequency it is grown in rotations. By including 37 conventional farmers' fields with varying OSR rotation frequencies, we present an innovative approach to identify microbial signatures characteristic of microbiomes which are beneficial and harmful to the host.
resultsWe show that OSR yield decline is linked to rotation frequency in real-world agricultural systems. We demonstrate fundamental differences in the environmental and agronomic drivers of protist, bacterial and fungal communities between root, rhizosphere soil and bulk soil compartments. We further discovered that the assembly of fungi, but neither bacteria nor protists, was influenced by OSR rotation frequency. However, there were individual abundant bacterial OTUs that correlated with either yield or rotation frequency. A variety of fungal and protist pathogens were detected in roots and rhizosphere soil of OSR, and several increased relative abundance in root or rhizosphere compartments as OSR rotation frequency increased. Importantly, the relative abundance of the fungal pathogen Olpidium brassicae both increased with short rotations and was significantly associated with low yield. In contrast, the root endophyte Tetracladium spp. showed the reverse associations with both rotation frequency and yield to O. brassicae, suggesting that they are signatures of a microbiome which benefits the host. We also identified a variety of novel protist and fungal clades which are highly connected within the microbiome and could play a role in determining microbiome composition.
conclusionsWe show that at the landscape scale, OSR crop yield is governed by interplay between complex communities of both pathogens and beneficial biota which is modulated by rotation frequency. Our comprehensive study has identified signatures of dysbiosis within the OSR microbiome, grown in real-world agricultural systems, which could be used in strategies to promote crop yield. Video abstract.
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