ArticleMicrobiome2024
Lateral root enriched Massilia associated with plant flowering in maize.
Article in Microbiome, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed.
- Comparative analysis of root microbiomes in four Swertia species from Taiwan.Journal of plant research · 2026Article
- The metabolic and anatomical complexity of root microhabitats modulate their interaction with the microbiota.Nature communications · 2026Article
- Integrating soil imaging with spatial omics to uncover root-soil interactions.Plant communications · 2026Review
- The Composition and Differentiation of the Seed-Associated Microbiome in Rapeseed Seeds as Studied Through 218 Rapeseed Transcriptomes.International journal of molecular sciences · 2026Article
- Benzoxazinoid-mediated microbiome feedbacks enhance Arabidopsis growth and defence.The New phytologist · 2026Article
- Steering root-associated microbiomes via direct and soil legacy effects of neighbors.Microbiome · 2026Article
- Isolation of N-Fixing Bacteria from Warm-Season Pasture Grasses and the Evaluation of Nitrogen Effects on the Bacterial Communities Present inMicroorganisms · 2026Article
- Root Microbiota: Orchestrating Architecture-Smart Crops.Microbial biotechnology · 2026Review
- Functional and taxonomic shifts in rhizosphere microbiomes of summer legume cover crops.Frontiers in plant science · 2026Article
- Digging for meaningful connections: associations between root phenotypes and rhizosphere microbial diversity in maize.Plant and soil · 2026Article
- Microbial reassembly-driven multi-niche functional compensation alleviates uranium stress in rapeseed.Frontiers in microbiology · 2026Article
- Conserved genotype-independent rhizobacteria promote maize growth.NPJ biofilms and microbiomes · 2025Article
- Locating the microbes along the maize root system under nitrogen limitation: a root phenotypic approach.Annals of botany · 2025Article
- Microbial drivers of root plasticity.The New phytologist · 2025Review
- Neighbor Relatedness Contributes to Improvement in Grain Yields in Rice Cultivar Mixtures.Plants (Basel, Switzerland) · 2025Article
- Effect of Nitrogen Fertilizer on the Rhizosphere and Endosphere Bacterial Communities of Rice at Different Growth Stages.International journal of molecular sciences · 2024Article
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Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundBeneficial associations between plants and soil microorganisms are critical for crop fitness and resilience. However, it remains obscure how microorganisms are assembled across different root compartments and to what extent such recruited microbiomes determine crop performance. Here, we surveyed the root transcriptome and the root and rhizosphere microbiome via RNA sequencing and full-length (V1-V9) 16S rRNA gene sequencing from genetically distinct monogenic root mutants of maize (Zea mays L.) under different nutrient-limiting conditions.
resultsOverall transcriptome and microbiome display a clear assembly pattern across the compartments, i.e., from the soil through the rhizosphere to the root tissues. Co-variation analysis identified that genotype dominated the effect on the microbial community and gene expression over the nutrient stress conditions. Integrated transcriptomic and microbial analyses demonstrated that mutations affecting lateral root development had the largest effect on host gene expression and microbiome assembly, as compared to mutations affecting other root types. Cooccurrence and trans-kingdom network association analysis demonstrated that the keystone bacterial taxon Massilia (Oxalobacteraceae) is associated with root functional genes involved in flowering time and overall plant biomass. We further observed that the developmental stage drives the differentiation of the rhizosphere microbial assembly, especially the associations of the keystone bacteria Massilia with functional genes in reproduction. Taking advantage of microbial inoculation experiments using a maize early flowering mutant, we confirmed that Massilia-driven maize growth promotion indeed depends on flowering time.
conclusionWe conclude that specific microbiota supporting lateral root formation could enhance crop performance by mediating functional gene expression underlying plant flowering time in maize. Video Abstract.
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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.