Ecological Dynamics of Staphylococcus aureus in Raw Ewe Milk Following Different Mastitis Treatment Protocols
Abstract
1. Introduction
2. Results
3. Discussion
4. Materials and Methods
4.1. Bacterial Isolation—Identification
4.1.1. Culture-Based Methods for Phenotypic Identification of Presumptive Staphylococcus spp. Isolates
4.1.2. Species Identification
4.2. In Vitro Antimicrobial Susceptibility Tests (AST)
4.2.1. Multiple Antibiotic Resistance (MAR) Indices
4.2.2. Detection of Methicillin Resistance
4.2.3. Inducible Resistance to Clindamycin
4.3. Phenotypic Assessment of Virulence-Associated Traits
4.3.1. Staphylococcal Enterotoxin Reverse Passive Latex Agglutination Kit (SET-RPLA) Phenotypic Ability to Produce (RPLA Method)
4.3.2. Biofilm Formation Assay—Microtiter Plate Biofilm (Adherence) Assay and Interpretation
4.4. Detection of mecA Gene in S. aureus Isolates
4.5. Statistical Analysis
5. Limitations of This Study
6. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Group | Experimental Group Classification a | Clinical Status | Sampling Timepoint | Treatment | n b | Notes | |
|---|---|---|---|---|---|---|---|
| Group A | A | Clinically healthy udders | Baseline/control sampling | None | 100 | Control group | |
| Group B | B | Clinical mastitis | Before treatment | Not yet treated | 200 | Pre-treatment mastitis group | |
| B1 | Clinical mastitis | Before treatment | Protocol 1 c | Penicillin G/dihydrostreptomycin | 100 | Subgroup of Group B | |
| B2 | Clinical mastitis | Before treatment | Protocol 2 d | Oxytetracycline | 50 | Subgroup of Group B | |
| B3 | Clinical mastitis | Before treatment | Protocol 3 e | Enrofloxacin | 50 | Subgroup of Group B | |
| Group C | C1 | Post-treatment, corresponding to B1 animals | First eligible milking after withdrawal period | Protocol 1 | Penicillin G/dihydrostreptomycin | 100 | Same animals as B1 |
| C2 | Post-treatment, corresponding to B2 animals | First eligible milking after withdrawal period | Protocol 2 | Oxytetracycline | 50 | Same animals as B2 | |
| C3 | Post-treatment, corresponding to B3 animals | First eligible milking after withdrawal period | Protocol 3 | Enrofloxacin | 50 | Same animals as B3 | |
| Experimental Group * | n | No Growth (0 **), n (%) | Detected <1.00, n (%) | Quantified ≥1.00, n (%) | Detected (Any), n (%) | Quantified Load (≥1.00 Only), Median (IQR ***); n |
|---|---|---|---|---|---|---|
| A (controls; clinically healthy udders) | 100 | 77 (77.0) | 3 (3.0) | 20 (20.0) | 23 (23.0) | 2.06 (1.00–2.22); 20 |
| B1 | 100 | 70 (70.0) | 8 (8.0) | 22 (22.0) | 30 (30.0) | 2.55 (2.31–3.33); 22 |
| C1 | 100 | 78 (78.0) | 9 (9.0) | 13 (13.0) | 22 (22.0) | 2.10 (1.58–2.54); 13 |
| B2 | 50 | 39 (78.0) | 5 (10.0) | 6 (12.0) | 11 (22.0) | 2.37 (2.09–2.69); 6 |
| C2 | 50 | 39 (78.0) | 5 (10.0) | 6 (12.0) | 11 (22.0) | 2.39 (2.06–2.74); 6 |
| B3 | 50 | 38 (76.0) | 2 (4.0) | 10 (20.0) | 12 (24.0) | 1.94 (1.00–2.06); 10 |
| C3 | 50 | 40 (80.0) | 3 (6.0) | 7 (14.0) | 10 (20.0) | 2.10 (1.98–2.27); 7 |
| Antimicrobial Agent | Experimental Group | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| A a (n b = 22) | B1 (n = 30) | C1 (n = 22) | B2 (n = 11) | C2 (n = 11) | B3 (n = 12) | C3 (n = 7) | |||||||||||||||
| S c | I | R | S | I | R | S | I | R | S | I | R | S | I | R | S | I | R | S | I | R | |
| Mechanism of action: Inhibition of cell wall synthesis (β-lactams) | |||||||||||||||||||||
| BP d | 14 (63.6) | 0 (0.0) | 8 (36.4) | 20 (66.7) | 0 (0.0) | 10 (33.3) | 2 (9.1) | 0 (0.0) | 20 (90.9) | 0 (0.0) | 0 (0.0) | 11 (100.0) | 1 (9.1) | 0 (0.0) | 10 (90.9) | 0 (0.0) | 0 (0.0) | 12 (100.0) | 0 (0.0) | 0 (0.0) | 7 (100.0) |
| AM | 14 (63.6) | 0 (0.0) | 8 (36.4) | 15 (50.0) | 0 (0.0) | 15 (50.0) | 5 (22.7) | 0 (0.0) | 17 (77.3) | 0 (0.0) | 0 (0.0) | 11 (100.0) | 0 (0.0) | 0 (0.0) | 11 (100.0) | 1 (8.3) | 0 (0.0) | 11 (91.7) | 0 (0.0) | 0 (0.0) | 7 (100.0) |
| OX | 17 (77.3) | 0 (0.0) | 5 (22.7) | 24 (80.0) | 0 (0.0) | 6 (20.0) | 13 (59.1) | 0 (0.0) | 9 (40.9) | 11 (100.0) | 0 (0.0) | 0 (0.0) | 11 (100.0) | 0 (0.0) | 0 (0.0) | 9 (75.0) | 0 (0.0) | 3 (25.0) | 6 (85.7) | 0 (0.0) | 1 (14.3) |
| CE | 5 (22.7) | 6 (27.3) | 11 (50.0) | 0 (0.0) | 3 (10.0) | 27 (90.0) | 1 (4.5) | 3 (13.6) | 18 (81.8) | 4 (36.4) | 0 (0.0) | 7 (63.6) | 6 (54.5) | 0 (0.0) | 5 (45.5) | 9 (75.0) | 0 (0.0) | 3 (25.0) | 4 (57.1) | 0 (0.0) | 3 (42.9) |
| CEF | 14 (63.6) | 3 (13.6) | 5 (22.7) | 15 (50.0) | 5 (16.7) | 10 (33.3) | 7 (31.8) | 1 (4.5) | 14 (63.6) | 6 (54.5) | 0 (0.0) | 5 (45.5) | 8 (72.7) | 3 (27.3) | 0 (0.0) | 8 (66.7) | 0 (0.0) | 4 (33.3) | 4 (57.1) | 1 (14.3) | 2 (28.6) |
| CFQ | 21 (95.5) | 0 (0.0) | 1 (4.5) | 26 (86.7) | 0 (0.0) | 4 (13.3) | 17 (77.3) | 0 (0.0) | 5 (22.7) | 9 (81.8) | 0 (0.0) | 2 (18.2) | 10 (90.9) | 0 (0.0) | 1 (9.1) | 9 (75.0) | 0 (0.0) | 3 (25.0) | 6 (85.7) | 0 (0.0) | 1 (14.3) |
| Mechanism of action: Glycopeptides (cell wall synthesis) | |||||||||||||||||||||
| VN | 19 (86.4) | 3 (13.6) | 0 (0.0) | 27 (90.0) | 1 (3.3) | 2 (6.7) | 19 (86.4) | 1 (4.5) | 2 (9.1) | 10 (90.9) | 0 (0.0) | 1 (9.1) | 9 (81.8) | 0 (0.0) | 2 (18.2) | 11 (91.7) | 1 (8.3) | 0 (0.0) | 7 (100.0) | 0 (0.0) | 0 (0.0) |
| TP | 22 (100.0) | 0 (0.0) | 0 (0.0) | 30 (100.0) | 0 (0.0) | 0 (0.0) | 22 (100.0) | 0 (0.0) | 0 (0.0) | 11 (100.0) | 0 (0.0) | 0 (0.0) | 10 (90.9) | 1 (9.1) | 0 (0.0) | 12 (100.0) | 0 (0.0) | 0 (0.0) | 7 (100.0) | 0 (0.0) | 0 (0.0) |
| Mechanism of action: Protein synthesis inhibitors—50S ribosomal subunit | |||||||||||||||||||||
| ER | 15 (68.2) | 1 (4.5) | 6 (27.3) | 28 (93.3) | 1 (3.3) | 1 (3.3) | 22 (100.0) | 0 (0.0) | 0 (0.0) | 8 (72.7) | 0 (0.0) | 3 (27.3) | 8 (72.7) | 0 (0.0) | 3 (27.3) | 12 (100.0) | 0 (0.0) | 0 (0.0) | 7 (100.0) | 0 (0.0) | 0 (0.0) |
| CL | 17 (77.3) | 3 (13.6) | 2 (9.1) | 18 (60.0) | 11 (36.7) | 1 (3.3) | 22 (100.0) | 0 (0.0) | 0 (0.0) | 11 (100.0) | 0 (0.0) | 0 (0.0) | 10 (90.9) | 1 (9.1) | 0 (0.0) | 12 (100.0) | 0 (0.0) | 0 (0.0) | 7 (100.0) | 0 (0.0) | 0 (0.0) |
| CHL | 20 (90.9) | 1 (4.5) | 1 (4.5) | 26 (86.7) | 0 (0.0) | 4 (13.3) | 21 (95.5) | 0 (0.0) | 1 (4.5) | 11 (100.0) | 0 (0.0) | 0 (0.0) | 8 (72.7) | 0 (0.0) | 3 (27.3) | 12 (100.0) | 0 (0.0) | 0 (0.0) | 6 (85.7) | 1 (14.3) | 0 (0.0) |
| Mechanism of action: Protein synthesis inhibitors—30S ribosomal subunit | |||||||||||||||||||||
| TE | 13 (59.1) | 0 (0.0) | 9 (40.9) | 25 (83.3) | 0 (0.0) | 5 (16.7) | 22 (100.0) | 0 (0.0) | 0 (0.0) | 7 (63.6) | 0 (0.0) | 4 (36.4) | 5 (45.5) | 0 (0.0) | 6 (54.5) | 6 (50.0) | 0 (0.0) | 6 (50.0) | 5 (71.4) | 0 (0.0) | 2 (28.6) |
| GE | 20 (90.9) | 1 (4.5) | 1 (4.5) | 30 (100.0) | 0 (0.0) | 0 (0.0) | 22 (100.0) | 0 (0.0) | 0 (0.0) | 11 (100.0) | 0 (0.0) | 0 (0.0) | 11 (100.0) | 0 (0.0) | 0 (0.0) | 12 (100.0) | 0 (0.0) | 0 (0.0) | 7 (100.0) | 0 (0.0) | 0 (0.0) |
| ST | 20 (90.9) | 0 (0.0) | 2 (9.1) | 27 (90.0) | 1 (3.3) | 2 (6.7) | 19 (86.4) | 0 (0.0) | 3 (13.6) | 11 (100.0) | 0 (0.0) | 0 (0.0) | 11 (100.0) | 0 (0.0) | 0 (0.0) | 10 (83.3) | 0 (0.0) | 2 (16.7) | 7 (100.0) | 0 (0.0) | 0 (0.0) |
| TOB | 21 (95.5) | 1 (4.5) | 0 (0.0) | 30 (100.0) | 0 (0.0) | 0 (0.0) | 22 (100.0) | 0 (0.0) | 0 (0.0) | 11 (100.0) | 0 (0.0) | 0 (0.0) | 11 (100.0) | 0 (0.0) | 0 (0.0) | 12 (100.0) | 0 (0.0) | 0 (0.0) | 7 (100.0) | 0 (0.0) | 0 (0.0) |
| QD | 22 (100.0) | 0 (0.0) | 0 (0.0) | 28 (93.3) | 0 (0.0) | 2 (6.7) | 20 (90.9) | 1 (4.5) | 1 (4.5) | 7 (63.6) | 2 (18.2) | 2 (18.2) | 9 (81.8) | 0 (0.0) | 2 (18.2) | 9 (75.0) | 2 (16.7) | 1 (8.3) | 5 (71.4) | 0 (0.0) | 2 (28.6) |
| Mechanism of action: Inhibition of DNA gyrase (fluoroquinolones) | |||||||||||||||||||||
| EN | 16 (72.7) | 4 (18.2) | 2 (9.1) | 30 (100.0) | 0 (0.0) | 0 (0.0) | 22 (100.0) | 0 (0.0) | 0 (0.0) | 11 (100.0) | 0 (0.0) | 0 (0.0) | 11 (100.0) | 0 (0.0) | 0 (0.0) | 11 (91.7) | 0 (0.0) | 1 (8.3) | 3 (42.9) | 0 (0.0) | 4 (57.1) |
| CIP | 18 (81.8) | 1 (4.5) | 3 (13.6) | 29 (96.7) | 1 (3.3) | 0 (0.0) | 20 (90.9) | 2 (9.1) | 0 (0.0) | 11 (100.0) | 0 (0.0) | 0 (0.0) | 11 (100.0) | 0 (0.0) | 0 (0.0) | 11 (91.7) | 1 (8.3) | 0 (0.0) | 4 (57.1) | 0 (0.0) | 3 (42.9) |
| Mechanism of action: Inhibition of tetrahydrofolic acid synthesis | |||||||||||||||||||||
| Tr/Sulf | 19 (86.4) | 0 (0.0) | 3 (13.6) | 30 (100.0) | 0 (0.0) | 0 (0.0) | 22 (100.0) | 0 (0.0) | 0 (0.0) | 9 (81.8) | 0 (0.0) | 2 (18.2) | 11 (100.0) | 0 (0.0) | 0 (0.0) | 12 (100.0) | 0 (0.0) | 0 (0.0) | 5 (71.4) | 0 (0.0) | 2 (28.6) |
| Other agents | |||||||||||||||||||||
| FcA | 20 (90.9) | 0 (0.0) | 2 (9.1) | 29 (96.7) | 0 (0.0) | 1 (3.3) | 21 (95.5) | 0 (0.0) | 1 (4.5) | 11 (100.0) | 0 (0.0) | 0 (0.0) | 10 (90.9) | 0 (0.0) | 1 (9.1) | 12 (100.0) | 0 (0.0) | 0 (0.0) | 5 (71.4) | 0 (0.0) | 2 (28.6) |
| Experimental Group | n a | Antibiotics Tested | MAR b Mean ± SD | MAR Median [“IQR c”] | Weighted MAR d Mean ± SD | Weighted MAR Median [“IQR”] |
|---|---|---|---|---|---|---|
| A | 22 | 20 | 0.157 ± 0.111 | 0.150 [0.100–0.150] | 0.120 ± 0.098 | 0.097 [0.053–0.156] |
| B (pooled pre-treatment) | 51 | 20 | 0.175 ± 0.099 | 0.150 [0.100–0.250] | 0.111 ± 0.080 | 0.083 [0.056–0.135] |
| B1 | 30 | 20 | 0.150 ± 0.103 | 0.150 [0.062–0.188] | 0.091 ± 0.074 | 0.079 [0.034–0.129] |
| C1 | 22 | 20 | 0.207 ± 0.085 | 0.200 [0.150–0.250] | 0.124 ± 0.058 | 0.111 [0.089–0.139] |
| B2 | 10 | 20 | 0.225 ± 0.079 | 0.250 [0.150–0.300] | 0.167 ± 0.092 | 0.173 [0.080–0.221] |
| C2 | 11 | 20 | 0.200 ± 0.045 | 0.200 [0.200–0.225] | 0.132 ± 0.048 | 0.107 [0.103–0.177] |
| B3 | 11 | 20 | 0.200 ± 0.089 | 0.200 [0.150–0.225] | 0.114 ± 0.062 | 0.107 [0.079–0.121] |
| C3 | 7 | 20 | 0.271 ± 0.125 | 0.200 [0.200–0.350] | 0.277 ± 0.164 | 0.222 [0.167–0.373] |
| Class | Comparison Between Experimental Groups | R/N a (%) Group 1 b | R/N (%) Group 2 | p (Holm) | KW p (Class MAR) |
|---|---|---|---|---|---|
| β-lactams | Group A vs. Group B (combined pre-treatment mastitis group) | 17/22 (77.3%) | 50/51 (98.0%) | 0.03331 | 0.0002768 |
| Fluoroquinolones | Group A vs. Group B (combined pre-treatment mastitis group) | 5/22 (22.7%) | 1/51 (2.0%) | 0.02498 | 1.345 × 10−8 |
| Fluoroquinolones | Group B (combined pre-treatment mastitis group) vs. Group C3 | 1/51 (2.0%) | 5/7 (71.4%) | 0.0001065 | 1.345 × 10−8 |
| Other agents | Group B (combined pre-treatment mastitis group) vs. Group C3 | 5/51 (9.8%) | 4/7 (57.1%) | 0.03291 | 0.007963 |
| Phenotypic Screening Index/Genotyping | Experimental Group/Total Number of S. aureus Isolates | ||||||
|---|---|---|---|---|---|---|---|
| A (n a = 22) | B1 (n = 30) | C1 (n = 22) | B2 (n = 11) | C2 (n = 11) | B3 (n = 12) | C3 (n = 7) | |
| OX® (oxacillin MIC resistant) * | 5 b (22.7 b) | 6 (20.0) | 9 (40.9) | 0 (0.0) | 0 (0.0) | 3 (25.0) | 1 (14.3) |
| Cefoxitin_pos (DD zone positive) ** | 4 (18.2) | 5 (16.7) | 6 (27.3) | 3 (27.3) | 3 (27.3) | 4 (33.3) | 2 (28.6) |
| OSAS pos (any OSAS asay positive) *** | 3 (13.6) b | 6 (20.0) | 8 (36.4) | 2 (18.2) | 1 (9.1) | 4 (33.3) | 2 (28.6) |
| PBP2a_pos **** | 4 (18.2) | 11 (36.7) | 16 (72.7) | 3 (27.3) | 1 (9.1) | 4 (33.3) | 2 (28.6) |
| mecA_pos ***** | 3 (13.6) | 10 (33.3) | 12 (54.5) | 5 (45.5) | 2 (18.2) | 5 (41.7) | 3 (42.9) |
| MRSA_screen (composite) | 7 (31.8) | 15 (50.0) | 19 (86.4) | 3 (27.3) | 3 (27.3) | 5 (41.7) | 2 (28.6) |
| MRSA_confirmed (composite) | 3/22 (13.6) | 10/30 (33.3) | 12/22 (54.5) | 3/11 (27.3) | 2/11 (18.2) | 5/12 (41.7) | 2/7 (28.6) |
| Experimental Group | n a | Toxin Serotype | ||||
|---|---|---|---|---|---|---|
| SEA c | SEB | SEC | SED | Enterotoxigenic (≥1 Toxin) d | ||
| A | 22 | 3 b/22 (13.6%) | 2/22 (9.1%) | 4/22 (18.2%) | 2/22 (9.1%) | 8/22 (36.4%) |
| B1 | 30 | 0/30 (0.0%) | 0/30 (0.0%) | 5/30 (16.7%) | 5/30 (16.7%) | 9/30 (30.0%) |
| B2 | 11 | 0/11 (0.0%) | 0/11 (0.0%) | 2/11 (18.2%) | 2/11 (18.2%) | 4/11 (36.4%) |
| B3 | 12 | 0/12 (0.0%) | 0/12 (0.0%) | 2/12 (16.7%) | 1/12 (8.3%) | 3/12 (25.0%) |
| C1 | 22 | 3/22 (13.6%) | 0/22 (0.0%) | 5/22 (22.7%) | 7/22 (31.8%) | 10/22 (45.5%) |
| C2 | 11 | 0/11 (0.0%) | 2/11 (18.2%) | 2/11 (18.2%) | 3/11 (27.3%) | 5/11 (45.5%) |
| C3 | 7 | 1/7 (14.3%) | 1/7 (14.3%) | 3/7 (42.9%) | 4/7 (57.1%) | 6/7 (85.7%) |
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Fotou, K.; Rozos, G.; Nikolaou, K.; Gerokomou, V.; Dadamogia, A.; Vouraki, S.; Demertzis, P.; Akrida-Demertzi, K.; Vasileiou, N.G.C.; Skoufos, I.; et al. Ecological Dynamics of Staphylococcus aureus in Raw Ewe Milk Following Different Mastitis Treatment Protocols. Antibiotics 2026, 15, 388. https://doi.org/10.3390/antibiotics15040388
Fotou K, Rozos G, Nikolaou K, Gerokomou V, Dadamogia A, Vouraki S, Demertzis P, Akrida-Demertzi K, Vasileiou NGC, Skoufos I, et al. Ecological Dynamics of Staphylococcus aureus in Raw Ewe Milk Following Different Mastitis Treatment Protocols. Antibiotics. 2026; 15(4):388. https://doi.org/10.3390/antibiotics15040388
Chicago/Turabian StyleFotou, Konstantina, Georgios Rozos, Konstantina Nikolaou, Vaia Gerokomou, Aikaterini Dadamogia, Sotiria Vouraki, Panagiotis Demertzis, Konstantoula Akrida-Demertzi, Natalia G. C. Vasileiou, Ioannis Skoufos, and et al. 2026. "Ecological Dynamics of Staphylococcus aureus in Raw Ewe Milk Following Different Mastitis Treatment Protocols" Antibiotics 15, no. 4: 388. https://doi.org/10.3390/antibiotics15040388
APA StyleFotou, K., Rozos, G., Nikolaou, K., Gerokomou, V., Dadamogia, A., Vouraki, S., Demertzis, P., Akrida-Demertzi, K., Vasileiou, N. G. C., Skoufos, I., Tzora, A., & Voidarou, C. (2026). Ecological Dynamics of Staphylococcus aureus in Raw Ewe Milk Following Different Mastitis Treatment Protocols. Antibiotics, 15(4), 388. https://doi.org/10.3390/antibiotics15040388

