# Multi-meta-omics reveal unique symbiotic synchronization between ectomycorrhizal fungus and soil microbiome in Tricholoma matsutake habitat

**Authors:** In Hyup Bae, Hyun Kim, Su-Min Kim, Yong-Hwan Lee

PMC · DOI: 10.1186/s40168-025-02292-7 · Microbiome · 2025-12-11

## TL;DR

This study shows how the Tricholoma matsutake fungus interacts with soil microbes and phages, creating a synchronized metabolic environment that supports its growth and ecosystem function.

## Contribution

The study reveals unique metabolic synchronization between an ectomycorrhizal fungus and its surrounding microbiome using multi-meta-omics.

## Key findings

- T. matsutake alters soil microbial communities and enriches specific metabolic functions like glutamate and siderophore activity.
- The fungus and soil microbiome are synchronized in nitrogen and amino acid metabolism, including IAA biosynthesis.
- Phage communities and bacterial helper species like Conexibacter and Paraburkholderia are influenced by T. matsutake colonization.

## Abstract

Ectomycorrhizal (ECM) fungi establish symbiotic relationships with plant roots, enhancing nutrient uptake, improving plant health, and boosting ecosystem resilience. Although previous studies reported molecular interactions among plant-ECM fungi-surrounding microbes near plant roots, microbiome-wide metabolic shifts and associations with the fungi remain unclear.

Using Tricholoma matsutake as a model, we initially found that T. matsutake induced remarkable microbial community turnover linked to altered soil moisture, nitrogen, and phosphorus levels. Parallel with the compositional alteration, microbiome-wide metabolic capacities, including glutamate metabolism, oligopeptide transport, and siderophore activity, were enriched in the T. matsutake-colonizing soil compared to the soils where the fungus was not colonized. From metatranscriptome data, we found that T. matsutake induced functional remodeling in nitrogen metabolism. Notably, the fungus and soil microbiome were metabolically synchronized with the upregulation of nitrate reduction, glutamate biosynthesis, tryptophan biosynthesis, and indole-3-acetic acid (IAA) biosynthesis. Metabarcoding and metatranscriptome-guided microbial associations revealed potential T. matsutake helper bacteria consisting of Conexibacter and Paraburkholderia. Phage community analyses further showed that the colonization of the ECM fungus influenced phage distributions along with the increase in temperate phage populations. The differential expression of auxiliary metabolic genes also demonstrated that phages could influence bacterial fitness in response to T. matsutake colonization.

Our multi-meta-omics-based approaches revealed unique environmental changes by T. matsutake compared to other mycorrhizal systems, as well as metabolic synchronization between the ECM fungus and surrounding microbiomes. These findings will expand our understanding of ECM symbiotic frameworks by highlighting integrated microbial and viral metabolic dynamics.

Video Abstract

Video Abstract

The online version contains supplementary material available at 10.1186/s40168-025-02292-7.

## Linked entities

- **Chemicals:** glutamate (PubChem CID 611), nitrate (PubChem CID 943), tryptophan (PubChem CID 1148), indole-3-acetic acid (IAA) (PubChem CID 802)
- **Species:** Tricholoma matsutake (taxon 40145), Conexibacter (taxon 191494), Paraburkholderia (taxon 1822464)

## Full-text entities

- **Chemicals:** glutamate (MESH:D018698), nitrate (MESH:D009566), IAA (MESH:C030737), phosphorus (MESH:D010758), nitrogen (MESH:D009584), tryptophan (MESH:D014364), oligopeptide (MESH:D009842)
- **Species:** Tricholoma matsutake (matsutake, species) [taxon 40145], Paraburkholderia (genus) [taxon 1822464], Conexibacter (genus) [taxon 191494]

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12801662/full.md

## References

8 references — full list in the complete paper: https://tomesphere.com/paper/PMC12801662/full.md

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Source: https://tomesphere.com/paper/PMC12801662