Cross-Sector Antimicrobial Resistance and Virulence in Enterococcus spp. from Humans, Animals and the Environment
Abstract
1. Introduction
2. Results and Discussion
2.1. Microbial Collection
2.2. Molecular Species Identification
2.3. Antibiotic Resistance
2.3.1. Phenotypic Resistance Assay
2.3.2. Genotypic Resistance Determinants
2.4. Virulence Factor Production
2.4.1. Hemolytic Activity
2.4.2. Virulence Gene Screening
2.5. Integrative Analysis
3. Materials and Methods
3.1. Sampling and Microbial Isolation
3.2. Microbial Diversity by RAPD-PCR
3.3. Molecular Species and Genus Identification
3.4. Antimicrobial Susceptibility Testing
3.4.1. Phenotypic Analysis
3.4.2. Genotypical Analysis
3.5. Virulence Factors
3.5.1. Hemolytic Activity
3.5.2. Virulence Genes
3.6. Statistical Analysis
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| AMR | Antimicrobial Resistance |
| ARGs | Antimicrobial Resistance Genes |
| AST | Antimicrobial Susceptibility Testing |
| BEA | Bile-Esculin Azide |
| BHI | Brain-Heart Infusion |
| CLSI | Clinical and Laboratory Standards Institute |
| CMH | Cochran-Mantel-Haenszel |
| EUCAST | European Committee on Antimicrobial Susceptibility Testing |
| GLMM | Generalized Linear Mixed-Model |
| GLMM-LRT | Generalized Linear Mixed-Model with Likelihood-Ratio Tests |
| HLGR | High-Level Gentamicin Resistance |
| LRT | Likelihood-Ratio Test |
| MDR | Multidrug-Resistant |
| MIC | Minimum Inhibitory Concentration |
| PCR | Polymerase Chain Reaction |
| RAPD-PCR | Random Amplification of Polymorphic DNA-Polymerase Chain Reaction |
| SBA | Slanetz-Bartley agar |
| SBAvan | Slanetz-Bartley agar supplemented with Vancomycin |
| UPGMA | Unweighted Pair Group Method with Arithmetic Mean |
| VRE | Vancomycin-Resistant Enterococcus |
| VREfm | Vancomycin-Resistant Enterococcus faecium |
| VVE | Vancomycin-Variable Enterococci |
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| Sector | Antibiotic | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Subsector | CN n (%) | S n (%) | AMP n (%) | QDA * n (%) | C n (%) | TEC n (%) | VAN n (%) | VAN-MIC n (%) | E n (%) | LZD n (%) | LEV n (%) | RD n (%) | DXT n (%) | |
| Human | Healthy (n = 14)/(nQDA = 1) | 0 (0.0) | 2 (14.3) | 0 (0.0) | 1 (100.0) | 1 (7.1) | 0 (0.0) | 2 (14.3) | 0 (0.0) | 3 (21.4) | 0 (0.0) | 0 (0.0) | 8 (57.1) | 0 (0.0) |
| Sick (n = 17)/(nQDA = 4) | 4 (23.5) | 5 (29.4) | 11 (64.7) | 2 (50.0) | 0 (0.0) | 2 (11.8) | 10 (58.8) | 9 (52.9) | 14 (82.4) | 0 (0.0) | 10 (58.8) | 11 (64.7) | 1 (5.9) | |
| Animal | Healthy (n = 10)/(nQDA = 1) | 0 (0.0) | 2 (20.0) | 0 (0.0) | 1 (100.0) | 1 (10.0) | 0 (0.0) | 2 (20.0) | 0 (0.0) | 6 (60.0) | 0 (0.0) | 2 (20.0) | 5 (50.0) | 0 (0.0) |
| Sick (n = 12)/(nQDA = 2) | 2 (16.7) | 2 (16.7) | 0 (0.0) | 1 (50.0) | 0 (0.0) | 1 (8.3) | 3 (25.0) | 0 (0.0) | 5 (41.7) | 0 (0.0) | 2 (16.7) | 8 (66.7) | 0 (0.0) | |
| Environment | Canteen Food (n = 9)/(nQDA = 0) | 0 (0.0) | 5 (55.6) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 1 (11.1) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 3 (33.3) | 0 (0.0) |
| Surface Water (n = 6)/(nQDA = 1) | 0 (0.0) | 4 (66.7) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 1 (16.7) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 3 (50.0) | 1 (16.7) | |
| Public Transport Surfaces (n = 6)/(nQDA = 2) | 0 (0.0) | 3 (50.0) | 2 (33.3) | 1 (50.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 2 (33.3) | 0 (0.0) | 0 (0.0) | 2 (33.3) | 0 (0.0) | |
| Total (n = 74) | 6 (8.1) | 23 (31.1) | 13 (17.6) | 6/11 (54.5) | 2 (2.7) | 3 (4.1) | 19 (25.7) | 9 (12.1) | 30 (40.5) | 0 (0.0) | 14 (18.9) | 40 (54.1) | 2 (2.7) | |
| Category | Sub-Category | Resistant Isolates (Total n = 192) | p-Value Pooled-Fisher | p-Value | Statistical Test | OR 95% Confidence Interval (CI) |
|---|---|---|---|---|---|---|
| Humans | Healthy | 23 | 9.44 × 10−8 | 6.33 × 10−9 | CMH | 5.354 [2.939, 9.754] |
| Sick | 78 | |||||
| Animals | Healthy | 23 | 0.876 | 0.961 | CMH | 1.086 [0.535, 2.206] |
| Sick | 29 | |||||
| Environment | Canteen Food | 15 | 0.757 | 0.646 | Binomial GLMM-LRT | - |
| Surface Water | 13 | |||||
| Public Transport Surfaces | 11 | |||||
| Sectors | Humans | 101 | 0.016 | 0.357 | Binomial GLMM-LRT | - |
| Animals | 52 | |||||
| Environment | 39 | |||||
| Species/genus | E. faecalis | 149 | 9.17 × 10−6 | 1.83 × 10−7 | Binomial GLMM-LRT | - |
| E. faecium | 29 | |||||
| Enterococcus spp. | 14 | |||||
| Accounted species | E. faecalis | 149 | 1.43 × 10−6 | 2.38 × 10−8 | CMH | 5.852 [2.922, 11.719] |
| E. faecium | 29 | |||||
| Sectors | Humans | 101 | 0.031 | 0.426 | Binomial GLMM-LRT | 0.655 [0.231, 1.855] |
| Animals | 52 | |||||
| Humans | 101 | 0.001 | 0.121 | Binomial GLMM-LRT | 0.460 [0.172, 1.227] | |
| Environment | 39 | |||||
| Animals | 52 | 0.249 | 0.487 | Binomial GLMM-LRT | 0.702 [0.258, 1.905] | |
| Environment | 39 |
| Category | Sub-Category | Virulence Genes Identified (Total n = 87) | p-Value Pooled-Fisher | p-Value | Statistical Test | OR 95% Confidence Interval (CI) |
|---|---|---|---|---|---|---|
| Humans | Healthy | 19 | 0.203 | 0.249 | CMH | 1.657 [0.788, 3.483] |
| Sick | 31 | |||||
| Animals | Healthy | 12 | 0.337 | 0.455 | CMH | 0.604 [0.224, 1.626] |
| Sick | 10 | |||||
| Environment | Canteen Food | 10 | 0.416 | 0.315 | Binomial GLMM-LRT | - |
| Surface Water | 3 | |||||
| Public Transport Surfaces | 5 | |||||
| Sectors | Humans | 50 | 0.006 | 0.028 | Binomial GLMM-LRT | - |
| Animals | 22 | |||||
| Environment | 18 | |||||
| Species/genus | E. faecalis | 75 | 0.642 | 0.563 | Binomial GLMM-LRT | - |
| E. faecium | 4 | |||||
| Enterococcus spp. | 8 | |||||
| Accounted species | E. faecalis | 75 | 0.449 | 0.498 | CMH | 0.582 [0.186, 1.823] |
| E. faecium | 4 | |||||
| Sectors | Humans | 50 | 0.027 | 0.035 | Binomial GLMM-LRT | 0.4702 [0.252, 0.876] |
| Animals | 22 | |||||
| Humans | 50 | 0.004 | 0.011 | Binomial GLMM-LRT | 0.380 [0.198, 0.732] | |
| Environment | 18 | |||||
| Animals | 22 | 0.594 | 0.569 | Binomial GLMM-LRT | 0.809 [0.390, 1.679] | |
| Environment | 18 |
| Species/Genus | Primer | Primer Sequence (5′-3′) | Amplicon Size (bp) | Reference |
|---|---|---|---|---|
| E. faecalis | FL1 FL2 | F-ACTTATGTGACTAACTTAACC R-TAATGGTGAATCTTGGTTTGG | 360 | [141] |
| E. faecium | FM1 FM2 | F-GAAAAAACAATAGAAGAATTAT R-TGCTTTTTTGAATTCTTCTTTA | 215 | [141] |
| E. durans | DU1 DU2 | F-GCATTATTACCAGTGTTAGTGGTTG R-TGAATCATATTGGTATGCAGTCCG | 186 | [142] |
| Enterococcus spp. | Ent1 Ent2 | F-TACTGACAAACCATTCATGATG R-AACTTCGTCACCAACGCGAAC | 112 | [143] |
| Gene | Resistance to | Primer Sequence (5′-3′) | Amplicon Size (bp) | Reference |
|---|---|---|---|---|
| aacA-aphD | High-level gentamicin | F-GATTGCCAGAACATGAATTACACGA R-CATAACCACTACCGATTATTTCAAT | 156 | [150] |
| erm(B) | Erythromycin | F-GAAAAGGTACTCAACCAAATA R-AGTAACGGTACTTAAATTGTTTAC | 639 | [149] |
| pbp5 | Ampicillin | F-CATGCGCAATTAATCGG R-CATAGCCTGTCGCAAAAC | 444 | [145] |
| tet(M) | Tetracycline, doxycycline | F-ACAGAAAGCTTATTATATAAC R-TGGCGTGTCTATGATGTTCAC | 155 | [147] |
| vanA | Vancomycin | F-TTGGGGGTTGCTCAGAGGAG R-CTTCGTTCAGTACAATGCGG | 931 | [150] |
| vanB | F-AAGCTATGCAAGAAGCCATG R-CCGACAATCAAATCATCCTC | 536 | [148] | |
| vanC | F-GCAGGTTCTGCCTTATGTATGAA R-ATGAAATGGCGTCACAAGCA | 339 | [150] | |
| vat(D) | Quinupristin-dalfopristin | F-GCTCAATAGGACCAGGTGTA R-TCCAGCTAACATGTATGGCG | 271 | [146] |
| Gene | Role in Virulence | Primer Sequence (5′-3′) | Amplicon Size (bp) | Reference |
|---|---|---|---|---|
| agg | Aggregation protein with a role in adherence to eukaryotic cells and cell aggregation and conjugation | F-CGGTACAGTTGGCAGTGTTTCG R-GGCTTGTGGGTCTTTGGCAGAG | 775 | [151] |
| gelE | Extracellular metalloendopeptidase. Hydrolyzes gelatin, collagen, hemoglobin and other compounds | F-ACCCCGTATCATTGGTTT R-ACGCATTGCTTTTCCATC | 419 | [29] |
| cylA | Activation of cytolysin which lyses a range of eukaryotic and Gram-positive cells | F-CGGGGATTGATAGGCTTCATCC R-TAACCATCTGGAAAGTCAGCAG | 628 | [151] |
| esp | Cell wall protein responsible for immune evasion. May be associated with the cyl genes located on a pathogenicity island | F-TTGCTAATGCTAGTCCACGACC R-GCGTCAACACTTGCATTGCCGAA | 933 | [29] |
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Fialho, N.; Marques, J.M.; Barreto-Crespo, M.T.; Semedo-Lemsaddek, T. Cross-Sector Antimicrobial Resistance and Virulence in Enterococcus spp. from Humans, Animals and the Environment. Antibiotics 2026, 15, 657. https://doi.org/10.3390/antibiotics15070657
Fialho N, Marques JM, Barreto-Crespo MT, Semedo-Lemsaddek T. Cross-Sector Antimicrobial Resistance and Virulence in Enterococcus spp. from Humans, Animals and the Environment. Antibiotics. 2026; 15(7):657. https://doi.org/10.3390/antibiotics15070657
Chicago/Turabian StyleFialho, Nicolau, Joana Monteiro Marques, Maria Teresa Barreto-Crespo, and Teresa Semedo-Lemsaddek. 2026. "Cross-Sector Antimicrobial Resistance and Virulence in Enterococcus spp. from Humans, Animals and the Environment" Antibiotics 15, no. 7: 657. https://doi.org/10.3390/antibiotics15070657
APA StyleFialho, N., Marques, J. M., Barreto-Crespo, M. T., & Semedo-Lemsaddek, T. (2026). Cross-Sector Antimicrobial Resistance and Virulence in Enterococcus spp. from Humans, Animals and the Environment. Antibiotics, 15(7), 657. https://doi.org/10.3390/antibiotics15070657

