ArticleMicrobiome2021
Plant developmental stage drives the differentiation in ecological role of the maize microbiome.
Article in Microbiome, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 173 papers, 2 of them syntheses that pooled it.
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Who cites it
173 citing papers in PubMed, 2 syntheses or guidelines pooled it, 405 citations in OpenAlex.
- How Useful Are Plant Traits in Explaining Variation in Phyllosphere Microbial Abundance and Composition Across Hosts?Environmental microbiology · 2025Pooled it
- Distinct Features Based on Partitioning of the Endophytic Fungi of Cereals and Other Grasses.Microbiology spectrum · 2023Pooled it
- Host genetic variation is associated with root-associated microbiome assembly and resistance to Fusarium oxysporum in tobacco.Plant physiology · 2026Article
- Article
- Chemical Ontogeny in Plants: Developmental Dynamics of Specialized Metabolism and Implications for Ecology, Quality Control, and Bioprospecting.Plants (Basel, Switzerland) · 2026Review
- Phyllosphere microbiomes in grassland plants harbor a vast reservoir of novel antimicrobial peptides and biosynthetic diversity.Journal of advanced research · 2026Article
- Leaf nutrients regulate phyllosphere microbial dynamics in rubber trees.Plant diversity · 2026Article
- Endophytes Across the Plant Life Cycle: Potential Roles in Plant Protection, Litter Decomposition, and Nutrient Cycling.Plants (Basel, Switzerland) · 2026Review
- Microbiota assembly inmSystems · 2026Article
- Investigating GERMs: how genotype, environment, and rhizosphere microbiome interactions underlie heat response in maize and sorghum.The New phytologist · 2026Article
- Engineering Plant-Associated Soil Microbiomes for Sustainable and Climate-Resilient Agriculture: Mechanisms, Technologies, and Applications.Microorganisms · 2026Review
- Predicting the seed microbiome using phylogeny-driven machine learning.Environmental microbiome · 2026Article
- Rhizoplane microbiome: niche-specific recruitment and plant defense priming against bacterial wilt disease.Plant physiology · 2026Article
- Balancing deterministic and stochastic assembly during needle aging shapes phyllosphere microbial community complexity and stability.Environmental microbiome · 2026Article
- Host species identity, compartment, and site jointly shape the bryophyte-associated bacterial communities in subtropical area.BMC microbiology · 2026Article
- Insect herbivory reshapes rhizosphere bacterial and fungal networks in a stage-specific manner.Applied and environmental microbiology · 2026Article
- Anthracnose drives assembly of phyllosphere epiphytic bacterial communities to increase disease resistance.NPJ biofilms and microbiomes · 2026Article
- Nitrogen Application Under Integrated Water-Fertilizer Management Regulates Rhizosphere Nitrogen Dynamics, Microbial Communities, and Maize Productivity.Microbial ecology · 2026Article
- Core Microbial Taxa Strengthen Root Microbial Network Stability Under Drought Stress.Environmental microbiology · 2026Article
- Plant Development Shapes the Rhizosphere Microbiota Assembly ofMicroorganisms · 2026Article
113 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
12 authors at 6 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPlants live with diverse microbial communities which profoundly affect multiple facets of host performance, but if and how host development impacts the assembly, functions and microbial interactions of crop microbiomes are poorly understood. Here we examined both bacterial and fungal communities across soils, epiphytic and endophytic niches of leaf and root, and plastic leaf of fake plant (representing environment-originating microbes) at three developmental stages of maize at two contrasting sites, and further explored the potential function of phylloplane microbiomes based on metagenomics.
resultsOur results suggested that plant developmental stage had a much stronger influence on the microbial diversity, composition and interkingdom networks in plant compartments than in soils, with the strongest effect in the phylloplane. Phylloplane microbiomes were co-shaped by both plant growth and seasonal environmental factors, with the air (represented by fake plants) as its important source. Further, we found that bacterial communities in plant compartments were more strongly driven by deterministic processes at the early stage but a similar pattern was for fungal communities at the late stage. Moreover, bacterial taxa played a more important role in microbial interkingdom network and crop yield prediction at the early stage, while fungal taxa did so at the late stage. Metagenomic analyses further indicated that phylloplane microbiomes possessed higher functional diversity at the early stage than the late stage, with functional genes related to nutrient provision enriched at the early stage and N assimilation and C degradation enriched at the late stage. Coincidently, more abundant beneficial bacterial taxa like Actinobacteria, Burkholderiaceae and Rhizobiaceae in plant microbiomes were observed at the early stage, but more saprophytic fungi at the late stage.
conclusionsOur results suggest that host developmental stage profoundly influences plant microbiome assembly and functions, and the bacterial and fungal microbiomes take a differentiated ecological role at different stages of plant development. This study provides empirical evidence for host exerting strong effect on plant microbiomes by deterministic selection during plant growth and development. These findings have implications for the development of future tools to manipulate microbiome for sustainable increase in primary productivity. 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.