ArticleMicrobiome2024
Metabolome-driven microbiome assembly determining the health of ginger crop (Zingiber officinale L. Roscoe) against rhizome rot.
Article in Microbiome, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
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Who cites it
23 citing papers in PubMed.
- Predicting the seed microbiome using phylogeny-driven machine learning.Environmental microbiome · 2026Article
- Metabolome-driven rhizosphere microbiome assembly determining the health of medicinal herb (Angelica sinensis) against root rot.Microbiome · 2026Article
- The Anna Karenina principle in the assembly of plant microbiome under pathogen stress.NPJ biofilms and microbiomes · 2026Article
- The bark latent fungus Botryosphaeria dothidea exacerbates branch dieback following the infection with Verticillium dahliae.Stress biology · 2026Article
- Differences in microbial community structure induced by tillage practices under straw return associated with metabolic functions.Frontiers in microbiology · 2026Article
- Moderate organic-inorganic fertilization optimizes soybean productivity by reshaping rhizosphere microbiome-metabolite networks.Frontiers in plant science · 2026Article
- A novel internal reference microorganism-based method reveals wild-enrichedFrontiers in microbiology · 2026Article
- Diversity and distribution of the microbiome in the bulbs and rhizosphere soil ofFrontiers in microbiology · 2026Article
- Plant-Mediated Soil Sickness: Steering the Rhizosphere into a Pathogenic Niche.Microorganisms · 2025Article
- Review
- Metabolome-driven microbiome assembly in ginger (Zingiber officinale) enhances nutrient cycling and crop yield through keystone taxa.Communications biology · 2025Article
- Beyond genotype: the influence of developmental stage on rice rhizospheric microbiome-metabolome networks.BMC plant biology · 2025Article
- Unveiling Species Diversity ofMicroorganisms · 2025Article
- Local Fungi Promote Plant Growth by Positively Affecting Rhizosphere Metabolites to Drive Beneficial Microbial Assembly.Microorganisms · 2025Article
- Parasitic plant Cistanche tubulosa shapes the bacterial community structure and functional composition of the salt-tolerant host Tamarix chinensis across different parasitic statuses.Environmental microbiome · 2025Article
- Combatting glufosinate-induced pepper toxicity: jasmonic acid recruiting rhizosphere bacterial strain Rhodococcus gordoniae.Microbiome · 2025Article
- FoliarJournal of fungi (Basel, Switzerland) · 2025Article
- Diversity and Function of Strawberry Endophytic Bacterial Communities Associated with Host Genotype and Niche.Current microbiology · 2025Article
- Engineering plant holobionts for climate-resilient agriculture.The ISME journal · 2025Review
- Tar spot susceptibility of corn influences phyllosphere-associated bacterial and fungal microbiomes.Frontiers in microbiology · 2025Article
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9 authors.
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Abstract
backgroundPlant-associated microorganisms can be found in various plant niches and collectively comprise the plant microbiome. The plant microbiome assemblages have been extensively studied, primarily in model species. However, a deep understanding of the microbiome assembly associated with plant health is still needed. Ginger rhizome rot has been variously attributed to multiple individual causal agents. Due to its global relevance, we used ginger and rhizome rot as a model to elucidate the metabolome-driven microbiome assembly associated with plant health.
resultsOur study thoroughly examined the biodiversity of soilborne and endophytic microbiota in healthy and diseased ginger plants, highlighting the impact of bacterial and fungal microbes on plant health and the specific metabolites contributing to a healthy microbial community. Metabarcoding allowed for an in-depth analysis of the associated microbial community. Dominant genera represented each microbial taxon at the niche level. According to linear discriminant analysis effect size, bacterial species belonging to Sphingomonas, Quadrisphaera, Methylobacterium-Methylorubrum, Bacillus, as well as the fungal genera Pseudaleuria, Lophotrichus, Pseudogymnoascus, Gymnoascus, Mortierella, and Eleutherascus were associated with plant health. Bacterial dysbiosis related to rhizome rot was due to the relative enrichment of Pectobacterium, Alcaligenes, Klebsiella, and Enterobacter. Similarly, an imbalance in the fungal community was caused by the enrichment of Gibellulopsis, Pyxidiophorales, and Plectosphaerella. Untargeted metabolomics analysis revealed several metabolites that drive microbiome assembly closely related to plant health in diverse microbial niches. At the same time, 6-({[3,4-dihydroxy-4-(hydroxymethyl)oxolan-2-yl]oxy}methyl)oxane-2,3,4,5-tetrol was present at the level of the entire healthy ginger plant. Lipids and lipid-like molecules were the most significant proportion of highly abundant metabolites associated with ginger plant health versus rhizome rot disease.
conclusionsOur research significantly improves our understanding of metabolome-driven microbiome structure to address crop protection impacts. The microbiome assembly rather than a particular microbe's occurrence drove ginger plant health. Most microbial species and metabolites have yet to be previously identified in ginger plants. The indigenous microbial communities and metabolites described can support future strategies to induce plant disease resistance. They provide a foundation for further exploring pathogens, biocontrol agents, and plant growth promoters associated with economically important crops. Video Abstract.
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