# Phylogenomic and functional insights into Staphylococcus shinii from blueberry production environments: intra-species structure, probiotic traits and antimicrobial resistance

**Authors:** Cecilio Valadez-Cano, Rhiannonn L. Wallace, Jiacheng Chuan, David Mahoney, Xianhua Yin, Lindsey Clairmont, Dion Lepp, Sean Li, Moussa S. Diarra, Wen Chen

PMC · DOI: 10.1099/mgen.0.001637 · 2026-02-26

## TL;DR

This study explores the genetic diversity and functional traits of Staphylococcus shinii from blueberry environments, revealing its potential as a probiotic while highlighting antimicrobial resistance and safety concerns.

## Contribution

First genome sequencing of S. shinii isolates from blueberry environments, revealing intra-species genomic structure and functional traits.

## Key findings

- S. shinii has at least 15 genomovars with distinct phylogenetic and genomic identities.
- Core genome functions include carbohydrate metabolism and probiotic-related traits, but antimicrobial resistance genes vary across genomovars.
- Putative pathogenicity-related genes and ARGs suggest caution in clinical use despite potential agri-food applications.

## Abstract

Staphylococcus shinii is a recently proposed staphylococcal species identified in animal-associated microbiomes and fermented foods, with promising probiotic and biotechnological applications. However, its genomic diversity, functional traits and safety profile need to be well established. Here, we report the first recovery and genome sequencing of 41 S. shinii isolates from blueberry fruit washes and surrounding air. Phylogenomic analysis, including reference genomes, revealed at least 15 well-supported intra-species lineages (genomovars) defined by phylogenetic relationship and average nucleotide identity (>99.5% within genomovars; <99.5% between them). Pangenome analysis showed a highly conserved core genome comprising 83.3% of genes, alongside diverse accessory genes across genomovars. Core functions in S. shinii included carbohydrate metabolism, vitamin biosynthesis and short-chain fatty acid production, traits potentially linked to probiotic properties. Biosynthetic gene clusters for bioactive compounds were broadly conserved, although genes encoding ribosomally synthesized and post-translationally modified peptides varied among genomovars. About 10–18 antimicrobial resistance genes (ARGs) were identified per S. shinii genome, several of which were located on the chromosome. Phenotypic testing confirmed susceptibility to ciprofloxacin, gentamicin and ampicillin, while resistance to other antimicrobials varied and was often plasmid-associated. Resistance patterns differed across genomovars, emphasizing the need for intra-species resolution in risk assessment. Although major virulence factors listed in the Virulence Factor Database were absent, putative pathogenicity-related genes were found in the core genome using the Pathogen–Host Interaction Database. Their presence, along with ARGs, underscores the need for caution in clinical contexts. Nonetheless, the absence of major virulence determinants and the presence of beneficial traits in some S. shinii isolates support their potential use in the agri-food system or environmental biotechnology, pending strain-specific safety evaluation.

## Linked entities

- **Chemicals:** ciprofloxacin (PubChem CID 2764), gentamicin (PubChem CID 3467), ampicillin (PubChem CID 6249)
- **Species:** Staphylococcus shinii (taxon 2912228)

## Full-text entities

- **Genes:** Coagulase [NCBI Gene 28379458], lnuA [NCBI Gene 13913685], adenylosuccinate lyase [NCBI Gene 28380445], sdrM [NCBI Gene 69845283], msrA [NCBI Gene 17374484], groEL [NCBI Gene 29606564], dnaK [NCBI Gene 29606122], fosD [NCBI Gene 6155839], adenylosuccinate synthetase [NCBI Gene 28379622], tuf [NCBI Gene 29606076]
- **Diseases:** CoNS (MESH:D064726), POM (MESH:D004195), MSCRAMMs (MESH:C566443), NRPS (MESH:C565529), HPCIA (MESH:D016638), CLSI (MESH:D007757), Antibiotic (MESH:D004761), AMR (MESH:D060467), PHM (MESH:D006086)
- **Chemicals:** staphylopine (MESH:C000609243), purines (MESH:D011687), water (MESH:D014867), ATP (MESH:D000255), daptomycin (MESH:D017576), ampicillin (MESH:D000667), sorbitol (MESH:D013012), fructose (MESH:D005632), Q/D (MESH:C062940), iron (MESH:D007501), sucrose (MESH:D013395), lipid (MESH:D008055), nucleotide (MESH:D009711), vancomycin (MESH:D014640), isoprenoids (MESH:D013729), cobalamin (MESH:D014805), Purine (MESH:C030985), staphyloferrin A (MESH:C063851), Tween-20 (MESH:D011136), acetate (MESH:D000085), gentamicin (MESH:D005839), inositol (MESH:D007294), erythromycin (MESH:D004917), chloramphenicol (MESH:D002701), glucose (MESH:D005947), folate (MESH:D005492), galactose (MESH:D005690), short-chain fatty acid (MESH:D005232), mevalonate (MESH:D008798), pyruvate (MESH:D019289), B-complex vitamins (-), mannose (MESH:D008358), quinupristin (MESH:C113825), aminoglycoside (MESH:D000617), cellobiose (MESH:D002475), nitrofurantoin (MESH:D009582), penicillin (MESH:D010406), glycerol (MESH:D005990), zinc (MESH:D015032), streptogramin (MESH:D025361), fosfomycin (MESH:D005578), tetracycline (MESH:D013752), NI (MESH:D009532), streptogramin B (MESH:D025381), norfloxacin (MESH:D009643), lactate (MESH:D019344), polysaccharide (MESH:D011134), rhamnose (MESH:D012210), macrolides (MESH:D018942), amino acid (MESH:D000596), amines (MESH:D000588), ciprofloxacin (MESH:D002939), propionate (MESH:D011422), riboflavin (MESH:D012256), fluoroquinolone (MESH:D024841), carbohydrate (MESH:D002241), linezolid (MESH:D000069349), lincosamides (MESH:D055231), carbon (MESH:D002244)
- **Species:** Staphylococcus shinii (species) [taxon 2912228], Gallus gallus (bantam, species) [taxon 9031], Staphylococcus xylosus (species) [taxon 1288], Staphylococcus edaphicus (species) [taxon 1955013], Vaccinium corymbosum (American blueberry, species) [taxon 69266], aureus [taxon 46170], Allium schoenoprasum (chive, species) [taxon 74900], Staphylococcus simulans (species) [taxon 1286], Escherichia coli (E. coli, species) [taxon 562], Staphylococcus aureus (species) [taxon 1280], Bacteria Latreille et al. 1825 (Bacteria stick insect, genus) [taxon 629395], Homo sapiens (human, species) [taxon 9606], Staphylococcus equorum (species) [taxon 246432]
- **Cell lines:** S2 — Drosophila melanogaster (Fruit fly), Spontaneously immortalized cell line (CVCL_Z232), IMDO-S216 — Homo sapiens (Human), Finite cell line (CVCL_V757)

## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12943725/full.md

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Source: https://tomesphere.com/paper/PMC12943725