Evidence map›Paper›PMID 39244625›Full record

ArticleMicrobiome2024

Metabolome-driven microbiome assembly determining the health of ginger crop (Zingiber officinale L. Roscoe) against rhizome rot.

Wenbo Wang, Nayanci Portal-Gonzalez, Xia Wang, Jialin Li, Hui Li, Roxana Portieles, Orlando Borras-Hidalgo, Wenxing He, Ramon Santos-Bermudez

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

23 citing papers in PubMed.

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  13. Unveiling Species Diversity ofMicroorganisms · 2025
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  17. FoliarJournal of fungi (Basel, Switzerland) · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Wenbo WangSchool of Biological Science and Technology, University of Jinan, No. 336, West Road of Nan Xinzhuang, Jinan, Shandong, 250022, People's Republic of China.
Nayanci Portal-GonzalezSchool of Biological Science and Technology, University of Jinan, No. 336, West Road of Nan Xinzhuang, Jinan, Shandong, 250022, People's Republic of China.
Xia WangSchool of Biological Science and Technology, University of Jinan, No. 336, West Road of Nan Xinzhuang, Jinan, Shandong, 250022, People's Republic of China.
Jialin LiSchool of Biological Science and Technology, University of Jinan, No. 336, West Road of Nan Xinzhuang, Jinan, Shandong, 250022, People's Republic of China.
Hui LiSchool of Biological Science and Technology, University of Jinan, No. 336, West Road of Nan Xinzhuang, Jinan, Shandong, 250022, People's Republic of China.
Roxana PortielesJoint R&D Center of Biotechnology, RETDA, Yota Bio-Engineering Co., Ltd., 99 Shenzhen Road, Rizhao, Shandong, 276826, People's Republic of China.
Orlando Borras-HidalgoJoint R&D Center of Biotechnology, RETDA, Yota Bio-Engineering Co., Ltd., 99 Shenzhen Road, Rizhao, Shandong, 276826, People's Republic of China.
Wenxing HeSchool of Biological Science and Technology, University of Jinan, No. 336, West Road of Nan Xinzhuang, Jinan, Shandong, 250022, People's Republic of China. chm_hewx@ujn.edu.cn.
Ramon Santos-BermudezSchool of Biological Science and Technology, University of Jinan, No. 336, West Road of Nan Xinzhuang, Jinan, Shandong, 250022, People's Republic of China. bio_ramon@ujn.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

BacteriaFungiMetabolomeMicrobiotaPlant DiseasesRhizomeZingiber officinaleBiodiversitySoil MicrobiologyGingerMetabolomeMicrobial assemblyMicrobiomePlant disease

Identifiers

PMID39244625
PMCPMC11380783

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.