Characterization of Enterococcus faecium Based on Multi-Omics Approaches: Genomic, Transcriptomic, and Phenotypic Analyses
Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Sample Source
2.2. Experimental Animals
2.3. Primary Reagents and Instruments
2.4. Bacterial Isolation and Identification
2.5. Amplification of Target Genes and Analysis
2.6. Whole-Genome Sequencing and Bioinformatics Analysis
2.6.1. Genomic DNA Sequencing and Library Construction
2.6.2. Sequencing Data Quality Control and Filtering
2.6.3. Genome Assembly
2.6.4. Prediction of Genomic Components
2.6.5. Functional Annotation
2.7. Phylogenetic Analysis
2.8. Observation by Transmission Electron Microscopy (TEM)
2.9. Antimicrobial Susceptibility Testing
2.10. Mouse Challenge Experiment and Histopathological Observation
2.11. Transcriptome Sequencing and Differential Expression Gene Analysis
2.12. Data Analysis
2.12.1. Differential Expression Analysis
2.12.2. Differential Gene Enrichment Analysis
3. Results
3.1. Isolation and Identification of Yak-Derived E. faecium
3.2. Whole-Genome Sequencing Results
3.3. Phylogenetic Tree Analysis
3.4. Transmission Electron Microscopy (TEM) Observation Results
3.5. Antimicrobial Susceptibility Testing Results
3.6. In Vivo Challenge and Pathological Evaluation in Mice
3.7. Transcriptome Sequencing Results
3.7.1. Statistics of Differentially Expressed Genes
3.7.2. GO Enrichment Analysis
3.7.3. KEGG Pathway Analysis
4. Discussion
4.1. Resistance and Virulence Risks Revealed by Genomic Characterization
4.2. Validation of Consistency Between Phenotype and Genotype
4.3. Combined Analysis of HE Pathological Phenotype and Transcriptome Enrichment Results
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Antibiotic | Dosage |
|---|---|
| Penicillin | 10 U |
| Gentamicin | 120 μg |
| Kanamycin | 30 μg |
| Cefazolin | 30 μg |
| Ceftazidime | 30 μg |
| Cephradine | 30 μg |
| Vancomycin | 30 μg |
| Erythromycin | 15 μg |
| Tetracycline | 30 μg |
| Ofloxacin | 30 μg |
| Clindamycin | 30 μg |
| Furazolidone | 30 μg |
| Antimicrobial Agent | Content (μg/Disk) | Breakpoints (mm) | Inhibition Zone Diameter (mm) | Susceptibility | ||
|---|---|---|---|---|---|---|
| R | I | S | ||||
| Penicillin | 10 U | ≤14 | 14–15 | ≥15 | 0 | R |
| Gentamicin | 120 | ≤6 | 7–9 | ≥10 | 9 | I |
| Kanamycin | 30 | ≤13 | 14–17 | ≥18 | 7 | R |
| Cefazolin | 30 | ≤14 | 15–17 | ≥18 | 24 | S |
| Ceftazidime | 30 | ≤14 | 15–17 | ≥18 | 22 | S |
| Cephradine | 30 | ≤14 | 15–17 | ≥18 | 18 | S |
| Vancomycin | 30 | ≤14 | 15–16 | ≥17 | 17 | S |
| Erythromycin | 15 | ≤13 | 14–22 | ≥23 | 12 | R |
| Tetracycline | 30 | ≤14 | 15–18 | ≥19 | 18 | I |
| Ofloxacin | 5 | ≤12 | 13–15 | ≥16 | 23 | S |
| Clindamycin | 2 | ≤14 | 15–20 | ≥21 | 0 | R |
| Furazolidone | 300 | ≤14 | 15–16 | ≥17 | 15 | |
| Gene Category | Gene Names | Functional Category |
|---|---|---|
| Upregulated | Cars, Gars, Lars, Tars, Mars1, Aars, Nars, Etf1 | Aminoacyl-tRNA synthetase family |
| Abcb1b, Abcc4, Abcc1 | ABC transporter family | |
| Chd7, Chd2 | Transcription and epigenetic regulation | |
| Acacb, Shmt2, Gbe1 | Metabolism-related enzymes | |
| Myo5a | Cytoskeleton and motility | |
| Ppp3cc | Signal transduction | |
| Rpl3-ps1 | Predicted gene/pseudogene | |
| Downregulated | Gm5540, Gm6682, Gm3756, Gm5837, Gm9826 | Predicted genes/pseudogenes |
| Abcc2 | ABC transporter family | |
| Ahcy, Aacs | Metabolism-related enzymes | |
| Acta1 | Cytoskeleton and motility |
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Share and Cite
Huang, J.; Fan, H.; Wang, Y.; Yue, X.; Li, Z.; Bai, Z.; Qiong, D.; Gesang, Z.; Suolang, S. Characterization of Enterococcus faecium Based on Multi-Omics Approaches: Genomic, Transcriptomic, and Phenotypic Analyses. Vet. Sci. 2026, 13, 103. https://doi.org/10.3390/vetsci13010103
Huang J, Fan H, Wang Y, Yue X, Li Z, Bai Z, Qiong D, Gesang Z, Suolang S. Characterization of Enterococcus faecium Based on Multi-Omics Approaches: Genomic, Transcriptomic, and Phenotypic Analyses. Veterinary Sciences. 2026; 13(1):103. https://doi.org/10.3390/vetsci13010103
Chicago/Turabian StyleHuang, Jiayan, Haoyu Fan, Yurui Wang, Xiao Yue, Zixuan Li, Zhanchun Bai, Da Qiong, Zhuoma Gesang, and Sizhu Suolang. 2026. "Characterization of Enterococcus faecium Based on Multi-Omics Approaches: Genomic, Transcriptomic, and Phenotypic Analyses" Veterinary Sciences 13, no. 1: 103. https://doi.org/10.3390/vetsci13010103
APA StyleHuang, J., Fan, H., Wang, Y., Yue, X., Li, Z., Bai, Z., Qiong, D., Gesang, Z., & Suolang, S. (2026). Characterization of Enterococcus faecium Based on Multi-Omics Approaches: Genomic, Transcriptomic, and Phenotypic Analyses. Veterinary Sciences, 13(1), 103. https://doi.org/10.3390/vetsci13010103
