Carriage of virulence factors confers some evolutionary benefit to bacteria, which favors the resistant strains. We aimed to analyze whether antibiotic susceptibility of Staphylococcus aureus strains is affected by agr typing, biofilm formation ability, and virulence profiles.
A total of 123 S. aureus clinical isolates were subjected to antimicrobial susceptibility testing by disk diffusion method, biofilm formation by microtiter plate method, as well as polymerase chain reaction screening to identify virulence genes and the accessory gene regulator (agr) types I-IV. A P value < 0.05 was considered significant.
The most prevalent virulence gene was staphyloxanthin crtN, followed by hemolysin genes, capsular cap8H, toxic shock toxin tst, and enterotoxin sea, respectively. Resistant isolates were more commonly found in the agr-negative group than in the agr-positive group. Isolates of agr type III were more virulent than agr I isolates. Strong biofilm producers showed more antibiotic susceptibility and carried more virulence genes than non-strong biofilm producers. Associations were found between the presence of virulence genes and susceptibility to antibiotics. Carriage of the virulence genes and agr was higher in the inpatients; while, resistance and strong biofilms were more prevalent in the outpatients.
These findings indicated the presence of several virulence factors, biofilm production capacity, agr types and resistance to antibiotics in clinical S. aureus isolates. Considering the importance of S. aureus for human medicine, an understanding of virulence and resistance relationships would help to reduce the impact of S. aureus infections.
During the past decade, the rise in the emergence and spread of antimicrobial resistance among the microorganisms has become a major concern worldwide. Genetic determinants of resistance are often located on mobile elements and can be easily transmitted between different hosts .
Antimicrobial resistance is also a major threat to public health in Staphylococcus aureus infections. The first case of methicillin-resistant S. aureus (MRSA) was described in the United Kingdom in the 1960s, shortly after the introduction of methicillin into clinical practice .
S. aureus is also known for its wide range of virulence factors and its ability to infect almost any part of the body. These factors can be divided into different groups, including surface-associated factors, hemolysins and enzymes, and superantigenic toxins . One of the most important surface-associated factors is capsule, which is essential for adherence and initial stages of infection, and can bind to a variety of abiotic surfaces . Some S. aureus isolates secrete pyrogenic toxin superantigens, such as toxic shock syndrome toxin 1, exfoliative toxins and enterotoxins. Superantigens are able to activate large numbers of T lymphocytes with a massive production of cytokines and chemokines . Hemolysins are cytotoxins that kill erythrocytes and/or phagocytes by forming pores in cell membranes and also provide nutrients required for growth and spreading of the pathogen through the body. Furthermore, staphyloxanthin, a golden pigment produced by more than 90% of S. aureus isolates [6, 7] was suggested to act as an important virulence factor and its inhibition has been shown to reduce the virulence of S. aureus [7, 8].
Expression of most virulence factors in S. aureus is tightly regulated by the accessory gene regulator (agr) locus, which encodes a two-component signaling pathway. S. aureus isolates can be divided into four major agr groups: types I to IV . The activation of the agr system switches the bacterium from being a sessile colonizer to an invasive, aggressive pathogen . However, studies have shown that agr-negative strains can persist during infections and may be associated with greater difficulties in management .
Human-associated clinical S. aureus strains may be naturally deficient in a scale of putative virulence determinants. Reduced toxicity can hide bacteria from the immune system, and facilitate colonization in the host. Therefore, the numbers and combinations of virulence genes may contribute to the pathogenesis of S. aureus infections .
Most types of virulence factors in S. aureus are encoded in mobile genetic elements which can be transferred between bacteria by horizontal gene transfer. Horizontal gene transfer is one of the main mechanisms for the dissemination and co-selection of virulence and resistance which is involved in bacterial evolution and adaptation . The exchange and transfer of genes are also facilitated by biofilm formation. As biofilms are resistant to clearance by immune system or antibiotics, they contribute to the persistent and difficult-to-treat character of staphylococcal diseases .
The agr system in S. aureus is a dominant regulator of pathogenesis and represents a clear example of the link between resistance and virulence. It can control the expression of virulence factors and antimicrobial resistance genes. On the other hand, virulence and antimicrobial resistance genes can up-regulate this system. However, there is an overly complex relationship between virulence and antibiotic resistance. Multiple factors associated with bacteria and their environments affect the evolution of antibiotic resistance and virulence [1, 13].
As monitoring resistance and virulence profiles is important to establish control strategies, we aimed to analyze whether antibiotic susceptibility of S. aureus clinical strains is affected by agr typing, biofilm formation ability, and virulence profiles.
Materials and methods
Bacterial isolates and identification
A total of 123 non-duplicate S. aureus isolates were collected from different clinical specimens of patients admitted to 6 teaching hospitals in 3 cities in Iran. The cities were Sanandaj, Zanjan and Tehran (the capitals of 3 different provinces), which were distributed in distant geographic areas in Iran.
Identification of S. aureus was performed by standard tests including colony morphology, Gram staining, catalase production, sensitivity to furazolidon, mannitol fermentation, coagulase production and DNase test . All S. aureus isolates were further confirmed by polymerase chain reaction (PCR) using primers: nuc1 (5′- GCGATTGATGGTGATACGGTT − 3′) and nuc2 (5′-AGCCAAGCCTTGACGAACTAAAGC − 3′) (amplicon size: 279 bp), to amplify a portion of the thermostable nuclease gene (nuc) of S. aureus . The PCR program was initial denaturation at 94 °C for 5 min; 35 cycles of denaturation at 94 °C for 30 s, annealing at 61 °C for 30 s, and primer extension at 72 °C for 30s; and a final extension step at 72 °C for 5 min. S. aureus ATCC 25923 was used as the control strain.
Dissimilarities between the isolates were assessed using the random amplification of polymorphic DNA (RAPD)-PCR . All isolates were stored at − 70 °C in Trypticase soy broth (TSB, Que-lab, Canada), containing 15% glycerol for further investigation.
Antimicrobial susceptibility determination
The isolates were assessed for antimicrobial susceptibility by the disk diffusion method according to the 2019 Clinical and Laboratory Standards Institute (CLSI) guidelines . The antimicrobial agents were erythromycin (15 μg), clindamycin (2 μg), gentamicin (10 μg), tetracycline (30 μg), trimethoprim-sulfamethoxazole (1.25–23.75 μg), linezolid (30 μg), and ciprofloxacin (5 μg). MRSA isolates were identified using cefoxitin disk (30 μg) (all from Rosco, Denmark).
Briefly, a bacterial suspension with a turbidity equivalent to the McFarland 0.5 standard (1.5× 108 colony forming unit/mL) was prepared. Antibiotic disks were placed onto the inoculated Mueller-Hinton agar (Que-lab, Canada) plates with the appropriate distances and the plates were then incubated at 35 °C for 16–18 h. The inhibition zones were measured and interpreted according to the 2019 CLSI guidelines . S. aureus ATCC 25923 was used as the quality control strain.
Genomic DNA was extracted using boiling-freezing method. Briefly, suspension of each isolate in sterile deionized water was boiled for 10 min and immediately placed on ice for 5 min. After three cycles of freezing-thawing, the tubes were centrifuged. The supernatants were removed and stored at − 20 °C as DNA template until experiments. The quantity of each DNA extract was determined by measuring the absorbance at 260 nm to estimate DNA concentration and by calculating the ratio of A260/A280 to determine purity. The DNA was considered to be pure when the A260/A280 ratio was within the range of 1.6–2.0 .
The agr types (I–IV) were determined by PCR using previously described primers . The PCR assay was performed in 25 μL of reaction mixture containing 1X PCR buffer, 1.5 mM MgCl2, 200 μM dNTP, 1 unit of Taq polymerase, 0.4 μM of each primer (SinaClon, Iran), and 3 μL of template DNA. The reaction mixtures were subjected to amplification in a thermocycler (Eppendorf, Germany) under the following conditions: an initial denaturation step at 94 °C for 5 min; followed by 35 cycles of denaturation at 94 °C for 1 min, annealing at 55 °C for 1 min, and extension at 72 °C for 1 min; and a final extension step at 72 °C for 5 min. PCR products were analyzed by electrophoresis through 1.5% agarose gel containing DNA safe stain (SinaClon, Iran) and visualized under ultraviolet light.
Detection of virulence determinants
All isolates were examined by PCR for the presence of 14 genes encoding staphyloxantin (crtN), surface factors (capsular types 8 and 5), hemolysins (hla, hlb, and hld genes), and superantigenic toxins [classical enterotoxins (sea, seb, sec, sed, and see), toxic shock syndrome toxin-1 (tst), and exfoliative toxins (eta and etb)] on a thermocycler (Eppendorf, Germany).
The PCR reactions were performed in a final volume of 25 μL consisted of 1 μg of genomic DNA, 0.4 μM of each primer, and 12.5 μL of 2X Taq PCR Master Mix (SinaClon, Iran: 0.08 U of Taq polymerase/ μL, 0.4 mM of each dNTP, and 3 mM MgCl2). The cycling conditions were as follows: an initial denaturation at 94 °C for 5 min; 35 cycles of denaturation at 94 °C for 1 min, annealing at different temperatures for 1 min (Table 1), and primer extension at 72 °C for 1 min; and a final extension at 72 °C for 5 min. The PCR products were analyzed by electrophoresis on a 1.5% agarose gel. The target genes, primer sequences, their respective amplified products and annealing temperatures are shown in Table 1.
Biofilm formation assay was performed as previously described . Overnight cultures of isolates were adjusted to the turbidity of a 0.5 McFarland standard in TSB medium and 100 μL of each dilution was loaded into the wells of a non-treated flat-bottom 96-well microtiter plate (Jet Biofil, China). S. aureus ATCC25923 (biofilm forming) and Staphylococcus epidermidis ATCC12228 (not biofilm-forming) were used as controls. After 24 h incubation at 37 °C for biofilm production, the supernatants were removed and the wells were washed with distilled water. The adherent cells were stained with an aqueous solution of crystal violet (0.1%, w/v) at room temperature and washed with distilled water. Then, the microtiter plates were dried for a few hours. Bound crystal violet was dissolved by treatment with 30% acetic acid at room temperature and optical density (OD) of each well was measured by using a microplate reader (Anthos Labtec, Netherlands) at 550 nm. The negative control wells contained broth only.
Biofilm density was classified according to the scheme of Stepanovic et al. . The cut-off value (ODc) for each microtiter plate was defined as three standard deviations above the mean OD of the negative control. Isolates were then classified into four categories based on ODc and average OD of the strain: strong biofilm producer (4ODc ≤ OD); moderate biofilm producer (2ODc ≤ OD ≤ 4ODc); weak biofilm producer (ODc ≤ OD ≤ 2ODc), and no biofilm producer (OD ≤ ODc). For biofilm formation assay, 4 wells per strain were used; and each test was repeated three times.
Statistical analyses were performed with the chi-square or Fisher’s test (if necessary) using the SPSS software 16 (SPSS Inc., United States). The significance level was set at 0.05. MRSA isolates or isolates exhibiting non-susceptibility to at least one agent in three or more different antimicrobial categories were defined as multidrug-resistant (MDR) . The isolates were classified as strong biofilm producers or non-strong (moderate and weak) biofilm producers for statistical purposes .
A total of 123 strains were isolated from different clinical specimens. Of these, 68 were isolated from males and 55 were from females. The majority of strains were isolated from urine (61/123, 49.6%), followed by blood (34/123, 27.6%), wound (21/123, 17.1%), and others (7/123, 5.7%). A total of 97 strains were isolated from inpatients, and thus 26 were from outpatients.
The most effective antibiotics were linezolid (123/123, 100% sensitivity), trimethoprim-sulfamethoxazole (120 /123, 97.6%), and gentamicin (116/123, 94.3%). The susceptibility rate to other antibiotics was clindamycin 97 (78.9%), ciprofloxacin 96 (78.1%), tetracycline 89 (72.4%), and erythromycin 64 (52%). Fifteen isolates (12.2%) were classified as MRSA by cefoxitin disk diffusion test; thus 108 (87.8%) isolates were methicillin- sensitive S. aureus (MSSA). Out of the 123 isolates, 52 (42.3%) were susceptible to all of the antibiotics tested, while 30 isolates (24.4%) were MDR. Resistance patterns ranged from resistance to one antibiotic (n = 34) to all antibiotics (n = 3). Thirty four isolates (27.6%) displayed resistance to one agent, 10 isolates (8.1%) to two agents, 7 isolates (5.7%) to three agents, 12 isolates (9.8%) to four agents, and 8 isolates (6.5%) showed resistance to five and more agents.
Detection of virulence genes and biofilm formation
Out of the 123 isolates, 117 isolates (95.1%) carried at least one of the 14 tested virulence genes. The most prevalent virulence gene was crtN (110/123, 89.4%), followed by hemolysin genes (hld: n = 93, 75.6%; hlb: n = 83, 67.5%; and hla: n = 48, 39%), cap8H (n = 29, 23.6%), tst (n = 28, 22.8%), and sea (n = 17, 13.8%), respectively. The least commonly detected virulence genes were see (n = 5, 4.1%), cap5H (n = 3, 2.4%), eta (n = 2, 1.6%), and seb (n = 1, 0.8%). Additionally the etb, sec, or sed were not found. Therefore, they didn’t appear in statistical analysis of differences among groups. Six isolates (4.9%) carried no virulence gene and a high percentage of strains (91/123, 74%) expressed neither CP5 nor CP8. Thirty different virulotypes were found in the isolates. Number of virulence genes ranged from 1 (n = 10 isolates) to 7 genes (n = 2 isolates). Carriage of two virulence genes was the most detected virulotype (26/123, 21.1%).
Regarding biofilm formation, all the 123 isolates formed biofilm, of which 27 formed strong biofilms and 96 formed non-strong biofilms (27 isolates formed weak biofilms and 69 formed moderate biofilms).
Of the 123 isolates, the agr types were identified in 80 isolates (65%), while 43 isolates were negative for agr locus (35%). The agr III was found in 55 isolates (44.7%) and agr I in 25 isolates (20.3%). The agr types II and IV were not found.
Statistical analysis of differences among groups
In case of virulence genes, eta, etb, cap5H, seb, see, sec, and sed and in case of antibiotics, linezolid, trimethoprim-sulfamethoxazole, and gentamicin were excluded from statistical analysis of differences among groups.
Virulence genes and antibiotic susceptibility phenotype in agr groups
Figure 1 shows the distribution of virulence genes and susceptibility to antibiotics, according to the agr typing of isolates. The agr-positive isolates showed a significantly higher prevalence of the virulence genes (98.8 to 33.8% of isolates) compared to the agr-negative isolates (72.1 to 0%) (P ≤ 0.001); but for the sea, the agr-negative isolates showed a higher prevalence; although it was not significant (P > 0.05). Notably, the agr-negative isolates were quite negative for the cap8H and hla genes.
The frequency of susceptibility to antibiotics was also examined. Overall, the agr-positive isolates were more susceptible to antibiotics compared to the agr-negative isolates and a significant association was found between the presence of agr and susceptibility to cefoxitin (95% vs. 74.4%, respectively; P ≤ 0.001). MRSA isolates were more commonly found in the agr-negative group (Fig. 1).
When comparing virulence genes with agr specific groups, significant associations were noted for all genes except crtN (Fig. 2). Isolates of agr type III more commonly carried tst, cap8H and hemolysin genes (45.5–100% of isolates) compared to those of agr I (8–76%). The crtN was almost equally distributed between the two groups; although it was slightly shifted toward agr I group and away from agr III group. Notably, in contrast to the other genes, sea was only found in the agr I group.
Furthermore, the possible statistical association between antibiotic susceptibility phenotype and agr genotypes was investigated. The agr III isolates showed more susceptibility to each agent than the agr I group and significant associations were found for each agent except cefoxitin. The susceptibility rate of agr III isolates to the tested antibiotics was from 100% to ciprofloxacin to 65.5% to erythromycin. While in the agr I group, the most susceptibility was found to cefoxitin (88%) and least to erythromycin (24%).
Virulence genes and antibiotic susceptibility phenotype in biofilm- producing S. aureus
A comparison between the strong and non-strong (moderate and weak) biofilm producers showed that the strong biofilm producers more commonly carried crtN, cap8H and hemolysin (hld, hlb, hla) genes compared to non-strong biofilm producers (92.6–25.9% of isolates vs. 88.5–22.9%) (P > 0.05). But for the tst and sea, the non-strong biofilm producers carried a higher prevalence and a significant association was found for tst (3.7% vs. 28.1%, P = 0.008).
To determine whether biofilm formation was correlated with susceptibility to any mentioned antibiotic(s), we compared the biofilm forming capacities among isolates. Although no significant difference was found, susceptibility to the antibiotics was higher in the strong biofilm producers than in the non-strong producers. The highest susceptibility in both groups was seen to cefoxitin (92.6% in the strong group and 86.5% in the non-strong group). The susceptibility rate to the other antibiotics was from 88.9% to clindamycin to 59.3% to erythromycin in the strong biofilm producer group and from 77.1% to ciprofloxacin to 50% to erythromycin in the non- strong biofilm producers.
Relationship of virulence genes with susceptibility phenotype
Table 2 shows the prevalence of each virulence gene according to the antibiotic susceptibility status of isolates.
Except for the sea, the susceptible isolates showed a higher prevalence of the virulence genes than the resistant isolates (Table 2). Significant associations were found between the presence of sea and resistance to all antibiotics (P ≤ 0.001), but it was not significant for cefoxitin (P > 0.05). The sea was found in 20% of MRSA isolates and in 13% of MSSA isolates. For the other virulence genes, the MSSA isolates showed more virulence compared to the MRSA isolates and significant associations were found between susceptibility to cefoxitin and presence of hla, hld, crtN and cap8H (P < 0.05). Notably, the cap8H was only found in MSSA group. In addition, associations were found between the presence of hla, hlb, and tst and susceptibility to ciprofloxacin, hld and susceptibility to tetracycline, and hlb and susceptibility to erythromycin and clindamycin (P < 0.05).
Virulence genes, antibiotic susceptibility, biofilm formation and agr presence in outpatients and inpatients
As shown in Fig. 3, except for the hld, the prevalence of agr and virulence genes was higher in the inpatients than in the outpatients and a significant association was found for tst (27.8% vs. 3.8%; P = 0.01). Notably, prevalence of strong biofilms was significantly higher in the outpatients, while isolates from the inpatients more commonly produced non-strong biofilms.
The frequency of susceptibility to antibiotics in each group was also examined. Interestingly, isolates from the inpatients were more susceptible to antibiotics than those from the outpatients. While there was a significant association between the inpatient status and susceptibility to erythromycin and cefoxitin (P = 0.015 and P = 0.017, respectively), no statistical significance was found for the other antibiotics (Fig. 3).
S. aureus is a major human pathogen that causes a diverse range of hospital and community-acquired infections . The elderly, infants, and immunocompromised patients are at higher risk of S. aureus infections .
Overall, our results revealed high antibiotic susceptibility rates, which were higher than those reported in two different regions of Iran , in China , and in Nigeria . Similarly, the prevalence of MRSA and MDR in our study was lower than in the above studies. These variations in the prevalence rates may be due in part to the different regional antimicrobials prescription, infection prevention and control activities, and source of isolates .
S. aureus produces many virulence factors, located on the plasmid, phage or chromosomes [3, 5]. The predominant CP types in S. aureus were reported to be the 5 and 8, which are expressed by about 70% of clinical isolates . We observed a higher prevalence of cap8H compared to the cap5H. A high percentage of our isolates (74%) expressed neither CP5 nor CP8 which is in contrast to a previous finding . Loss of CP5 or CP8 expression may enhance the persistence of staphylococci in the infected hosts . In accordance with other studies [6, 7], we found a high prevalence of the staphyloxanthin crtN gene (89.4%), which has been associated with human clinical diseases [7, 8]. The superantigenic toxins and hemolysins play important roles in modulation of the host immune response . Different prevalence rates of 0 to 80% were reported for these toxins in different regions [8, 10, 12, 26, 30]. Therefore, a considerable variation may be observed in the prevalence of these toxins due to the geographical location or source of isolates.
In S. aureus, the agr locus is a dominant regulator of virulence and pathogenesis . We found that all of the tested virulence genes except sea were associated with agr-positive strains. Consistent with our finding, presence of the agr operon was strongly associated with the carriage of virulence genes and a higher survival rate of nematodes exposed to agr-negative strains was found compared to those exposed to agr-positive strains, highlighting the difference in pathogenicity between agr-positive and -negative strains . It has been noted, however, that agr-negative S. aureus, although not capable of causing severe infections, would initiate and establish colonization. There are studies that have linked a loss of agr functionality to diminished glycopeptides activity and prolonged infections [11, 31]. Our agr-negative isolates showed more resistance to antibiotics especially to cefoxitin. These features may be favorable to agr negative strains, although the virulence repertoires of such strains were lower compared to the agr-positive strains. There are discrepancies among the different studies about the role of agr groups in antibiotic treatment. Our agr III isolates showed more antibiotic susceptibility than agr I isolates. A study in Pakistan showed that agr III isolates were more resistant than agr I isolates ; whereas, in Iran, a significant relation was found between agr I and resistance to cefoxitin and erythromycin (P < 0.05) . In addition, in our study, agr III isolates more commonly carried the mentioned virulence genes compared to agr I isolates; but the sea was only found in the agr I isolates (Fig. 2). Some studies reported that TSST1-producing isolates belonged to agr III or exfoliative syndrome was associated with agr IV strains ; whereas He et al., reported that isolates of agr II and IV more commonly carried tst than those of agr I and III .
Except for the tst and sea, a comparison between the strong and non-strong biofilm producers showed a higher number of virulence genes in the strong biofilm producers. The ability of S. aureus to form strong biofilms along with the presence of virulence genes may cause high rates of failure in therapy. Furthermore, although no significant difference was seen, resistance to the antibiotics was higher in the non-strong biofilm producers. This was in agreement with the study of Zhang et al. ; who found the high prevalence of resistance to ciprofloxacin, gentamicin, tetracycline, clindamycin, and trimethoprim-sulfamethoxazole in moderate and weak biofilm producers, but in contrast to other studies showing the high resistance in strong biofilm producing S. aureus [35, 36]. These results may indicate the importance of drug resistance and some virulence genes such as tst and sea in the pathogenesis of non-strong biofilm producers.
Previously reported data suggest that methicillin resistance in S. aureus influences the biofilm phenotype and attenuates virulence . We found an association between susceptibility to antibiotics and presence of virulence genes; but for the sea, the resistant isolates showed a higher prevalence (Table 2). These findings indicated that the less virulent genotypes may be predictors of primary antibiotic resistance in patients. It would be worthwhile to investigate whether gene linkage on plasmids or other mobile genetic elements underlies the associations observed for the sea. The relationship between resistance and virulence among bacteria depends on the interactions between the multiple factors associated with bacteria and their environments . For instance, Bisognano et al. suggested that use of ciprofloxacin not only selected resistant S. aureus strains but also induced the production of virulence factors ; while, a relation was found between the reduced susceptibility to vancomycin and the decreased virulence in S. aureus . Moreover, it has been noted that virulence repertoire of MRSA strains is different from MSSA strains . whereas, a study on clinical isolates demonstrated no difference in the frequency of virulence genes between MRSA and MSSA isolates .
The selection pressure from the concentration of antibiotics in the environment may accelerate the evolution and dissemination of antibiotic-resistant pathogens. However, during infection, the most virulent pathogens will be the most likely to survive . Overall, carriage of the virulence genes and agr in our study was higher in the inpatients; while, antibiotic resistance and strong biofilms were more prevalent in the outpatients. Improper and ineffective antibiotic usage may generate a favorable environment for acquisition of more resistant strains, which may explain the higher rate of resistance in the isolates from outpatients .
In summary, these results revealed the presence of several virulence factors, biofilm production capacity, agr types and resistance to antibiotics in S. aureus isolated from clinical samples. Obviously, microorganisms will be increasingly more resistant to antibiotics in the future. Carriage of virulence genes also confers some evolutionary benefit to bacteria, which thus favors the resistant strains. Considering the high prevalence of infections caused by S. aureus and its importance to human medicine, an understanding of virulence and resistance relationships would help to reduce the impact of S. aureus infections. Further studies are needed for more detailed information about the different mechanisms of virulence and resistance used by this pathogen and the interaction between them.
Availability of data and materials
All data generated or analyzed during this study are included in this article.
accessory gene regulator
methicillin-resistant S. aureus
methicillin- sensitive S. aureus
Clinical and Laboratory Standards Institute
Polymerase chain reaction
Trypticase soy broth
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SD designed the search, performed the microbiological and molecular studies and prepared the manuscript. MN analyzed the data and prepared the manuscript. FH analyzed the data. All authors approved the final manuscript.
Ethical approval was obtained from Research Ethic Committee (REC), Faculty of Medicine, Kurdistan University of Medical Sciences (Ethical code: IR.MUK.REC.1398.019). An informed consent was obtained from all patients. All methods were carried out in accordance with relevant guidelines and regulations.
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Derakhshan, S., Navidinia, M. & Haghi, F. Antibiotic susceptibility of human-associated Staphylococcus aureus and its relation to agr typing, virulence genes, and biofilm formation.
BMC Infect Dis21, 627 (2021). https://doi.org/10.1186/s12879-021-06307-0