ArticleThe ISME journal2022
Identification of beneficial and detrimental bacteria impacting sorghum responses to drought using multi-scale and multi-system microbiome comparisons.
Article in The ISME journal, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 42 papers, 1 of them a synthesis that pooled it.
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Who cites it
42 citing papers in PubMed, 1 synthesis or guideline pooled it, 85 citations in OpenAlex.
- Bacillus drives functional states in synthetic plant root bacterial communities.Genome biology · 2025Pooled it
- Thermal imaging as a tool for studying circadian rhythms in roots.The Plant journal : for cell and molecular biology · 2026Article
- Grassland age and local adaptation shape drought resilience across semi-natural grassland populations.The New phytologist · 2026Article
- The plant microbiota: From theoretical advances to applications.Fundamental research · 2026Review
- Drought-tolerant Sedum for extensive green roofs: insights into visual performance selection and integrated responses to water withholding.BMC plant biology · 2026Article
- Global meta-analysis of drought associated rice rhizosphere microbiome data and soil application of selected bacteria reveals potential ofFrontiers in plant science · 2026Article
- Responses of maize roots, rhizosphere enzyme kinetics and prokaryote diversity to alternating precipitation: insights from a three-year field study.Annals of botany · 2025Article
- Air pressure as a driver of plant-specific microbial responses in the rhizosphere.Environmental microbiome · 2025Article
- Exploring the Role of Rhizobacteria inMicroorganisms · 2025Article
- Engineering auxin degradation into root-associated bacteria promotes plant growth.bioRxiv : the preprint server for biology · 2025Article
- One Health, One Microbiome.Microbiome · 2025Review
- Effects of matric vs osmotic potential changes onmSystems · 2025Article
- Microbial drivers of root plasticity.The New phytologist · 2025Review
- Seed-Derived Synthetic Microbial Communities (SynComs) fromMicroorganisms · 2025Article
- Potential and challenges for application of microbiomes in agriculture.The Plant cell · 2025Review
- Transplanting drought-Protective Bacteria to enhance clove basil's (Ocimum gratissimum) drought tolerance.Scientific reports · 2025Article
- Selective recruitment of beneficial microbes in the rhizosphere of maize affected by microbial inoculants, farming practice, and seasonal variations.Environmental microbiome · 2025Article
- Unravelling the Molecular Dialogue of Beneficial Microbe-Plant Interactions.Plant, cell & environment · 2025Review
- Order among chaos: High throughput MYCroplanters can distinguish interacting drivers of host infection in a highly stochastic system.PLoS pathogens · 2025Article
- Effects of maturity stage and mancozeb on phyllosphere microbial communities and the plant health potential of silage maize.Frontiers in plant science · 2025Article
Corrections and comments
- Erratum issued
Authors and funding
16 authors at 6 institutions in 2 countries.
Funding
Abstract
Drought is a major abiotic stress limiting agricultural productivity. Previous field-level experiments have demonstrated that drought decreases microbiome diversity in the root and rhizosphere. How these changes ultimately affect plant health remains elusive. Toward this end, we combined reductionist, transitional and ecological approaches, applied to the staple cereal crop sorghum to identify key root-associated microbes that robustly affect drought-stressed plant phenotypes. Fifty-three Arabidopsis-associated bacteria were applied to sorghum seeds and their effect on root growth was monitored. Two Arthrobacter strains caused root growth inhibition (RGI) in Arabidopsis and sorghum. In the context of synthetic communities, Variovorax strains were able to protect plants from Arthrobacter-caused RGI. As a transitional system, high-throughput phenotyping was used to test the synthetic communities. During drought stress, plants colonized by Arthrobacter had reduced growth and leaf water content. Plants colonized by both Arthrobacter and Variovorax performed as well or better than control plants. In parallel, we performed a field trial wherein sorghum was evaluated across drought conditions. By incorporating data on soil properties into the microbiome analysis, we accounted for experimental noise with a novel method and were able to observe the negative correlation between the abundance of Arthrobacter and plant growth. Having validated this approach, we cross-referenced datasets from the high-throughput phenotyping and field experiments and report a list of bacteria with high confidence that positively associated with plant growth under drought stress. In conclusion, a three-tiered experimental system successfully spanned the lab-to-field gap and identified beneficial and deleterious bacterial strains for sorghum under drought.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.