# Comparative analysis of the seed microbiome in four major oilseed crops (rapeseed, sunflower, soybean, sesame) reveals host-specific assembly and potential application of seed core microbes

**Authors:** Yao Yao, Lelin Zhao, Yun Zhang, Ailing Duan, Yuanxue Yang, Aiyu Wang, Chao Xue, Jianhua Zhang, Ming Zhao

PMC · DOI: 10.3389/fpls.2026.1721916 · Frontiers in Plant Science · 2026-01-26

## TL;DR

This study compares the seed microbiomes of four oil crops and finds that they have unique microbial communities that may help improve plant health and oilseed quality.

## Contribution

The study identifies a core set of beneficial microbes in oilseed crops and shows their potential as microbial inoculants.

## Key findings

- Seed microbiomes in oil crops are diverse and shaped by species and cultivar.
- Seed microbes are functionally linked to lipid and secondary metabolite processes in seeds.
- A core microbiome with 18 ASVs, including Sphingomonas, was found to enhance crop resistance.

## Abstract

The oilseeds are abundant in oils and proteins, and the production of high-quality oilseeds represents a major objective in modern agriculture. However, oilseed production is constrained by biotic and abiotic stresses, resulting in the decreasing in yield and quality. The seed microbiome has been recognized as a critical determinant of plant health. However, its composition and functional roles in various oilseed crops remains poorly explored. In this study, we utilized 16S rRNA gene amplicon sequencing to compare the bacterial component of seed microbiome and predict their metabolic potential in four oil crops (rapeseed, sunflower, sesame, soybean). Our results revealed that the oilseed harbored high diverse of microbes, and the assembly of microbial community was not random but driven by species and cultivar. From the perspective of microbial functions, the lipid metabolism and other secondary metabolites of seed microbes were associated with corresponding metabolic processes in seeds, such as glucosinolate and linoleic acid, reflecting the functional connection between seed metabolites and seed microbes. Furthermore, the core microbiome was obtained among four oilseed groups, consisting of 18 bacterial amplicon sequence variants (ASVs), including putative plant-beneficial resources, such as Sphingomonas. Notably, strain SE-S32 (Sphingomonas endophytica) isolated from rapeseed seed, one of the core microbes, could improve the resistance of various crops, indicating that seed core microbes could serve as a microbial inoculant among multiple crops. These results provide new insights into the correlation between seed microbiome and seed metabolites, establishing a theoretical foundation for developing microbial strategies to improve oilseed quality and plant health.

## Linked entities

- **Chemicals:** glucosinolate (PubChem CID 6602400), linoleic acid (PubChem CID 5280450)
- **Species:** Sphingomonas (taxon 13687), Sphingomonas endophytica (taxon 869719)

## Full-text entities

- **Chemicals:** lipid (MESH:D008055), glucosinolate (MESH:D005961), linoleic acid (MESH:D019787), oilseed (-), oil (MESH:D009821)
- **Species:** Helianthus annuus (common sunflower, species) [taxon 4232], Sesamum indicum (beniseed, species) [taxon 4182], Sphingomonas endophytica (species) [taxon 869719], Glycine max (soybean, species) [taxon 3847]

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12883838/full.md

## References

70 references — full list in the complete paper: https://tomesphere.com/paper/PMC12883838/full.md

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Source: https://tomesphere.com/paper/PMC12883838