BACKGROUND
resistance of staphylococcus spp.
organisms to antimicrobial agents used in dogs may complicate treatments and result in increased morbidity, mortality and financial burdens to the owners  <cit> .
according to werckenthin et al.
<cit> , the prevalence of antimicrobial drug resistance in staphylococcal infections in dogs, cattle and pigs is on the rise.
prescott et al.
<cit> , in their study conducted in canada, observed that the majority of s. intermedius isolates were resistant to enrofloxacin and gentamycin.
in another study by hauschild and wójcik  <cit>  carried out in poland, it was reported that 41% and 35% of s. intermedius isolates tested were resistant to erythromycin and clindamycin, respectively.
in both studies, the authors attributed the high levels of resistance to changes in the pattern of antimicrobial use for treatment of staphylococcal infections.
moreover, hauschild and wójcik  <cit>  as well as pellerin et al.
<cit>  suggest that rapid introduction and the over prescription of new antimicrobial drugs in companion animals may also be contributing to the increased antimicrobial resistance seen in staphylococcal organisms.
hoekstra and paulton  <cit>  also reported that the type of organism, site of isolation, sex and age of the dogs is associated with the risk of resistance.
in south africa,  <dig>  kg of parenteral antimicrobials were sold between  <dig> and  <dig>  with penicillins being the most commonly  sold antimicrobial followed by tetracyclines   <cit> .
a study by kudakwashe  <cit>  on antimicrobial usage patterns among companion animal veterinarians in south africa reported that the most commonly used antimicrobials by the respondents were cephalosporins , followed by penicillins , quinolones , and lincosamides .
in addition, 28% of the respondents indicated that they did not undertake routine antibiograms in cases of therapeutic failures.
this is surprising considering 81% of the respondents indicated that patients returned to the clinic due to treatment failures following use of the prescribed antimicrobials  <cit> .
although, several studies have reported increased antimicrobial resistance among s. intermedius isolates to ampicillin, penicillin and tetracycline  <cit> , not much information is available on antimicrobial resistance trends in staphylococcus spp.
in south africa.
moreover, no work has been done to investigate the predictors of resistance among staphylococcus spp.
isolates from clinical cases.
therefore, the aim of this study was to investigate patterns and predictors of antimicrobial resistance among staphylococcus spp.
isolates from canine samples submitted to the bacteriology laboratory at the university of pretoria academic veterinary hospital between  <dig> and  <dig>
methods
data collection and preparation
this was a retrospective study of staphylococcus spp.
isolates from canine clinical samples submitted to the university of pretoria bacteriology laboratory as part of the routine diagnostic evaluation of cases presented to the university veterinary academic hospital between january  <dig> and december  <dig>  all samples originated from cases treated at the university hospital.
the bacteriology laboratory does not process samples from other sites/clinics/hospitals implying that samples included in the study are all from animals that were treated at the academic hospital.
the data were assessed for duplicate entries, mixed infections , and if any animals were sampled multiple times during the study period.
no duplicates were identified.
moreover, there were no samples with mixed infections .
additionally, the dataset did not contain multiple tests from the same patient.
the analyses were performed at isolate-level.
however, since each sample had only one isolate, it implies that the results of isolate-level analysis are the same as sample level analysis .
a total of  <dig> confirmed staphylococcus isolates consisting of s. aureus or s. pseudintermedius isolates were included in this study.
each case included in the analysis had data on the following variables: site of collection, breed, sex, age, date of submission and the antimicrobial agents tested.
the american kennel club  breed classification was modified and used to classify breeds of dogs into the following categories: working, sporting, herding, hound, toy, terrier, nonsporting and mix-breed .
staphylococcus species were identified based on the phenotypic characteristics including colony characteristics, catalase, d-mannitol, deoxyribonuclease  tests, and gram-staining as described by quinn et al.
<cit> .
antimicrobial susceptibility testing
staphylococcus isolates were subjected to antimicrobial susceptibility testing against a panel of  <dig> drugs using the disc diffusion method.
the following antimicrobials were included in the panel: 30 μg amikacin , 30 μg doxycycline , 5 μg enrofloxacin , 10 μg gentamicin , 10 μg ampicillin  10 μg penicillin g , 25 μg trimethoprim-sulphamethoxazole  , 30 μg chloramphenicol , 30 μg cephalothin , 30 μg kanamycin , 2 μg clindamycin , 100 μg lincospectin , 5 μg orbifloxacin , 20/10 μg amoxicillin/clavulanic acid  and 15 μg tylosin .
unfortunately, since the laboratory does not routinely assess for methicillin susceptibility, the panel did not include this drug and therefore this study was not able to investigate the resistance of staphylococcus spp.
to methicillin.
the laboratory from where the data were obtained, follows the clinical and laboratory standards institute  procedures  for isolation, testing and classification to determine the susceptibility profile  of staphylococcus isolates.
the original raw data with exact diameter measurements of the inhibition zones were not available for this retrospective study.
thus, only interpretations of the susceptibility test results  were available.
therefore, although a newer version of the clsi document  <cit>  is currently available it was not possible to interpret the susceptibility profile of isolates using this newer version of the document.
for the purposes of the study, intermediate susceptibility was considered as susceptible and therefore re-coded as such for all subsequent analyses.
data analysis
all the statistical analyses were performed using sas  <dig>   statistical package.
the data were assessed for missing data and inconsistencies such as improbable values.
age was categorised into <2 years, 2–4 years, 4–6 years, 6–8 years and >8 years.
the frequencies and proportions of all categorical variables together with their 95% confidence intervals were calculated.
associations between categorical variables were assessed using the chi-square or fishers exact tests where appropriate.
the cochran–armitage trend tests were used to assess temporal trends in the proportion of samples resistant to each antimicrobial agent between  <dig> and  <dig>  statistical significance was assessed at 5% level of significance for all the above tests.
investigation of the predictors of antimicrobial resistance  was performed in two steps.
in the first step simple binary logistic regression models were fitted with antimicrobial resistance status  as the outcome and each of the suspected predictors available in the dataset  as the explanatory variables.
for each of the simple binary logistic regression models, the predictor variables with p-values less than  <dig>  were considered for inclusion in the multivariable logistic regression model fit in the second step of the modeling effort.
in this second step, a multivariable logistic regression model using manual backwards selection was fitted containing all variables that had potential univariate associations  with the outcome.
confounding was assessed by comparing the change in parameter estimate of the variables in the model with and without the suspected confounding variable.
if there was a 20% change in the estimate, the variable of interest was considered to be a significant confounder and was retained in the final model.
the odds ratios and their corresponding 95% confidence intervals were computed for all variables included in the final model.
the predictor variables with p-values < <dig>  were considered to be statistically significant based on the wald chi-squared test.
steps  <dig> and  <dig> above were repeated with binary  multi-drug resistance  as the outcome variable.
goodness of fit of the final models was assessed using the hosmer-lemeshow goodness of fit test.
RESULTS
antimicrobial resistance patterns
of the  <dig> samples tested,  <dig> %  were staphylococcus positive and included s. aureus , s. epidermidis , s. pseudintermedius , staphylococcus.
spp.
and s. felis .
seven isolates  were not included in subsequent analyses due to missing information.
therefore, this study focuses only on the  <dig> samples that were positive for s. pseudintermedius  or s. aureus  and that did not have missing information.
twenty-five different types of specimens tested positive for staphylococcus spp.
with the skin contributing the most samples , followed by ear canal  while the rest of the  <dig> different specimen types making up the remaining  <dig> % .
over 50% of the s. aureus isolates were resistant to ampicillin , penicillin , lincospectin , and clindamycin .
similarly, over 50% of the s. pseudintermedius isolates were resistance to ampicillin  and penicillin  .
in addition, significant differences were observed in the proportion of s. pseudintermedius and s. aureus resistance to lincospectin  and clindamycin  .
in both instances, the proportion of s. aureus isolates were significantly higher than those of s. pseudintermedius isolates.
these results show that the level of resistance among staphylococcus isolates from dogs presented at the teaching hospital was very high, and also showed that s. aureus tended to exhibit higher resistance levels to certain antimicrobials compared to s. pseudintermedius.
fig.
<dig> proportions of s. aureus and s. pseudintermedius samples resistant to each of the  <dig> antimicrobials tested at the university of pretoria bacteriology laboratory,  <dig> and 2012
temporal patterns in resistance patterns of s. aureus and s. pseudintermedius
the proportions of s. aureus isolates resistant to the different antimicrobials is shown in table  <dig>  cochran-armitage trend test showed that the proportion of s. aureus isolates that were resistant to doxycycline  or tylosin  significantly decreased from  <dig> % in  <dig> to  <dig> % in  <dig>  while the proportion resistant to kanamycin significantly  decreased from  <dig> % in  <dig> to  <dig> % in  <dig>  similarly, a significant  decrease  in the proportion of s. aureus isolates resistant to amoxicillin/clavulanic acid was observed between  <dig> and  <dig>  however, increasing levels of resistance among s. aureus isolates to amoxicillin/clavulanic acid emerged by the end of  <dig>  a significant  increase in the level of resistance to enrofloxacin among s. aureus isolates was also observed between  <dig> and  <dig> .table  <dig> trends in antimicrobial resistance of s. aureus from samples tested at the university of pretoria bacteriology laboratory, 2007–2012
a
a
p-values of cat test= p-value of cochran-armitage trend test
bco-trimoxazole = trimethoprim-sulphamethoxazole
clincospectin = espectinomycine-lincomycine
fig.
<dig> antimicrobial agents showing significant temporal trends in resistance based on the cochran-armitage trend tests among the s. aureus isolates from canine samples tested at the university of pretoria bacteriology laboratory, 2007–2012
the distributions of resistance among s. pseudintermedius isolates to the different antimicrobials is shown in table  <dig>  significant increases in the proportions of resistant isolates to trimethoprim-sulphamethoxazole , clindamycin  and orbifloxacin  were observed among s. pseudintermedius isolates between  <dig> and  <dig> .
among s. pseudintermedius isolates, the proportion that were resistant to clindamycin increased until  <dig>  but subsequently decreased to 28% in  <dig>  while, the proportion of isolates that were resistant to orbifloxacin increased from  <dig> to 11% by  <dig>  similarly, we observed an increase in the proportion of isolates resistant to trimethoprim-sulphamethoxazole from  <dig> % in  <dig> to 22% in  <dig> among s. pseudintermedius isolates.table  <dig> trends in antimicrobial susceptibility of s. pseudintermedius to antimicrobial agents from samples tested at the university of pretoria academic veterinary laboratory, 2007–2012
a
a
p-value of cat test = p-value of cochran-armitage trend test
bco-trimoxazole = trimethoprim-sulphamethoxazole
clincospectin = espectinomycine-lincomycine
fig.
<dig> antimicrobial agents showing significant temporal trends in resistance based on the cochran-armitage trend tests among the s. pseudintermedius isolates from canine samples tested at the university of pretoria bacteriology laboratory, 2007–2012
proportions of amr or mdr among isolates of s. aureus and s. pseudintermedius
of the  <dig> isolates,  <dig> %  exhibited antimicrobial resistance  to at least one drug, while  <dig> %  were multidrug resistant resistant .
amr was significantly  more common among s. aureus  than s. pseudintermedius .
similarly, mdr was also significantly  more frequent among s. aureus  than s. pseudintermedius .
no significant temporal trends were observed in the proportion of amr s. aureus  or s. pseudintermedius  between  <dig> and  <dig> .
however, the proportion of amr samples was significantly  higher among s. aureus than s. pseudintermedius.
for example, between  <dig> and  <dig> the proportion of amr s. aureus ranged from  <dig>  to 100% compared to 68% to 84% among s. pseudintermedius isolates.fig.
<dig> proportions of s. aureus and s. pseudintermedius isolates resistant to at least one antibiotic from samples tested at the university of pretoria bacteriology laboratory, 2007–2012
mdr s. aureus were more common than mdr s. pseudintermedius during the period  <dig> to  <dig> with the exception of  <dig>  in  <dig>  39% of s. pseudintermedius were mdr compared to 33% of s. aureus isolates.
while, between 2007– <dig> and  <dig> the proportion of mdr s. aureus ranged from  <dig> to 30% compared to 16% to 39% among s. pseudintermedius isolates.
no significant temporal trends were observed in the proportions of mdr s. aureus  or mdr s. pseudintermedius  .fig.
<dig> proportions of multidrug resistant s. aureus and s. pseudintermedius isolates from samples tested at the university of pretoria veterinary bacteriology laboratory, 2007–2012
predictors of amr or mdr staphylococcus spp.
none of the variables investigated in this study had significant association with the log odds of either amr or mdr.
discussion
antimicrobial resistance in veterinary medicine and especially in companion animals is of increasing public health concern  <cit> .
this problem is exacerbated by the fact that the relationship between companion animals and their owners have been implicated in the cross-transmission and spread of antimicrobial resistant organisms .
since south africa lacks continuous assessment and reporting of veterinary related staphylococcal infections and antimicrobial resistance, the results of this study contribute significantly to improving our understanding of the trends in antimicrobial resistance among s. aureus and s. pseudintermedius clinical cases of dogs.
antimicrobial resistance patterns
in the present study, we observed high proportions of s. aureus and s. pseudintermedius isolates resistant to β-lactam antibiotics .
this is consistent with previous studies that have reported significantly higher levels of resistance of staphylococcus species to β-lactam antibiotics compared to other classes of antimicrobials  <cit> .
this may be associated with the expression of intrinsic low-affinity to penicillin-binding proteins  among staphylococcus species  <cit>  or the excessive use of β-lactam antibiotics in the treatment of s. aureus and s. pseudintermedius infections  <cit> .
high levels of resistance to β-lactam antibiotics observed in this study will undoubtedly affect treatment and management of staphylococcus spp.
infections.
a significantly higher proportion of s. aureus than s. pseudintermedius isolates exhibited resistance to lincosamides .
the reasons for this difference are unclear but these findings are consistent with reports of high levels of lincosamide resistance among s. aureus and s. pseudintermedius in the united states  <cit> .
these findings suggest that lincosamides should not be used as alternative drugs in the treatment of staphylococcal infections in this population of dogs  <cit> .
of concern is the fact that lincosamides, such as clindamycin, have been generally known to be effective against methicillin-resistant staphylococcus aureus  and multidrug resistant staphylococci  <cit> .
however, we observed that up to 59% of the s. pseudintermedius positive samples were resistant to lincosamides.
this seems to suggest that lincosamides should not be considered for treatment of s. pseudintermedius infections in this population of dogs without first performing antibiograms.
temporal patterns
over the study period, s. aureus resistance to doxycycline, kanamycin, amoxicillin/clavulanic acid and tylosin decreased significantly while resistance to fluoroquinolones among s. aureus and s. pseudintermedius positive samples significantly increased.
a study conducted over a 14-year period in canada by prescott et al.
<cit>  reported no significant temporal changes in s. aureus resistance to fluoroquinolones.
similar to findings by pellerin et al.
<cit>  in france among s. pseudintermedius isolates tested between  <dig> and  <dig>  we observed an increasing trend in resistance to trimethoprim-sulphamethoxazole among s. pseudintermedius.
the observed decrease or increase in antimicrobial resistance in the current study may be due to changes in usage patterns as suggested by other authors  <cit> .
moreover, a causal link between trimethoprim-sulphamethoxazole usage and trimethoprim-sulphamethoxazole resistance in patients with urinary tract infections  has been established  <cit> .
it has also been suggested that rapid introduction of fluoroquinolone and trimethoprim-sulphamethoxazole drugs into companion veterinary medicine practice may also be a contributing factor to increased prevalence of resistance  <cit> .
the authors of the present study think that this might be the case in this study.
however, further investigations of the antimicrobial prescription practices among clinicians at the veterinary hospital is needed to better understand this.
hauschild and wójcik  <cit>  reported 88% resistance to at least one antimicrobial drug among canine staphylococcus isolates in poland, whereas, lilenbaum et al.
<cit>  in canada, reported  <dig> % resistance among staphylococcus spp.
in our study,  <dig> % of the staphylococcus spp.
isolates exhibited resistance to at least one antimicrobial drug.
with regards to multi-drug resistance, the percentage mdr isolates in the current study was higher  than the  <dig> % reported by gandolfi-decristophoris et al.
<cit>  in switzerland and lower than the 34% as reported by schmidt et al.
<cit>  in the uk.
the reasons for the high mdr among staphylococcus spp.
isolates in this study is unclear.
however, we hypothesise that this may be an early indication of changes in the usage patterns among veterinarians caring for animals whose samples were included in the study.
in view of this, more research needs to be done to provide a much clearer picture of the situation.
distribution and predictors of amr or mdr
almost 100% of the s. aureus positive samples were resistant to at least one antimicrobial agent compared to only 77% of s. pseudintermedius positive samples.
although resistance to at least one antimicrobial agent was lower among s. pseudintermedius, it was much higher than  <dig> % reported as by vanni et al.
<cit>  in italy and 2–40% as reported by blunt et al.
<cit>  in south africa.
our findings are consistent with reports of higher levels of mdr among s. aureus  compared to s. pseudintermedius  in the uk  <cit>  and canada  <cit> .
on the contrary, jung-ho youn et al.
<cit>  reported no mdr in s. aureus compared to  <dig> % mdr among s. pseudintermedius in zambia.
the results of this study suggest that mdr is more common in s. aureus isolates than s. pseudintermedius from dogs presented at the veterinary academic hospital in south africa.
study limitations
hoekstra and paulton  <cit>  reported that the site of isolation is a risk factor of resistance.
unfortunately, we could not assess this in the current study due to the large number of categories  and the small sample sizes associated with each category .
some of the categories in some of the sub-analyses performed had low sample sizes and high variances hence lower precision.
previous exposure to antimicrobial agents has been associated with increased risk of development of antimicrobial resistance  <cit> .
unfortunately, due to the retrospective nature of the current study, the history of antibiotic use was not available.
therefore, we could not investigate the association between previous antibiotic use and antimicrobial resistance patterns.
furthermore, the study focused on canine clinical cases that were submitted to the bacteriology laboratory for diagnosis.
often such cases would include animals that have not responded well to previous treatments.
therefore, it is possible that a large population of dogs that responded to empirical treatments were not included in this study.
some sub-analyses were not possible due to relatively low sample sizes associated with some categories of some variables such as specimen type.
additionally, the time when culture and sensitivity test was done in relation to the time after hospital admission of the dogs was not available making it impossible to identify nosocomial from community acquired infections.
moreover, the geographic area covered by the study was limited to gauteng province which is not representative of south africa as a whole nor is it representative of other veterinary hospitals in south africa.
these limitations, notwithstanding, the findings from this study provide useful information to guide future studies to better understand antimicrobial resistance in dogs.
CONCLUSIONS
antibiotic resistance among staphylococcus spp.
from dogs presented to the veterinary academic hospital was high and continued to increase for enrofloxacin, trimethoprim-sulphamethoxazole, clindamycin and orbifloxacin during the 7-year study period.
of concern are the increasing levels of resistance to fluoroquinolones and sulphonamides among s. pseudintermedius.
this calls for urgent action to address the problem.
the actions may include development of antimicrobial stewardship program for veterinary and para-veterinary personnel to be offered by the university as part of continuing education.
furthermore, training of veterinary students should have a strong emphasis on antimicrobial stewardship.
lastly, the need for staphylococcus species characterization and request for antibiogram as part of the protocol for diagnosis and treatment of staphylococcus spp.
infections should be emphasized and encouraged.
abbreviations
akcamerican kennel club
amrantimicrobial resistance
catcochran-armitage trend
ciconfidence interval
dnasedeoxyribonuclease
mdrmultidrug resistant resistance
mrsamethicillin-resistant staphylococcus aureus
orodds ratio
pbpspenicillin-binding proteins
sasstatistical analysis system
utiurinary tract infection

 resistance of staphylococcus spp. organisms to antimicrobial agents used in dogs may complicate treatments and result in increased morbidity, mortality and financial burdens to the owners. according to werckenthin et al., the prevalence of antimicrobial drug resistance in staphylococcal infections in dogs, cattle and pigs is on the rise. prescott et al., in their study conducted in canada, observed that the majority of s. intermedius isolates were resistant to enrofloxacin and gentamycin. in another study by hauschild and wójcik carried out in poland, it was reported that 41% and 35% of s. intermedius isolates tested were resistant to erythromycin and clindamycin, respectively. in both studies, the authors attributed the high levels of resistance to changes in the pattern of antimicrobial use for treatment of staphylococcal infections. moreover, hauschild and wójcik as well as pellerin et al. suggest that rapid introduction and the over prescription of new antimicrobial drugs in companion animals may also be contributing to the increased antimicrobial resistance seen in staphylococcal organisms. hoekstra and paulton also reported that the type of organism, site of isolation, sex and age of the dogs is associated with the risk of resistance. in south africa,  kg of parenteral antimicrobials were sold between and with penicillins being the most commonly sold antimicrobial followed by tetracyclines. a study by kudakwashe on antimicrobial usage patterns among companion animal veterinarians in south africa reported that the most commonly used antimicrobials by the respondents were cephalosporins, followed by penicillins, quinolones, and lincosamides. in addition, 28% of the respondents indicated that they did not undertake routine antibiograms in cases of therapeutic failures. this is surprising considering 81% of the respondents indicated that patients returned to the clinic due to treatment failures following use of the prescribed antimicrobials. although, several studies have reported increased antimicrobial resistance among s. intermedius isolates to ampicillin, penicillin and tetracycline, not much information is available on antimicrobial resistance trends in staphylococcus spp. in south africa. moreover, no work has been done to investigate the predictors of resistance among staphylococcus spp. isolates from clinical cases. therefore, the aim of this study was to investigate patterns and predictors of antimicrobial resistance among staphylococcus spp. isolates from canine samples submitted to the bacteriology laboratory at the university of pretoria academic veterinary hospital between and methods data collection and preparation this was a retrospective study of staphylococcus spp. isolates from canine clinical samples submitted to the university of pretoria bacteriology laboratory as part of the routine diagnostic evaluation of cases presented to the university veterinary academic hospital between january and december all samples originated from cases treated at the university hospital. the bacteriology laboratory does not process samples from other sites/clinics/hospitals implying that samples included in the study are all from animals that were treated at the academic hospital. the data were assessed for duplicate entries, mixed infections, and if any animals were sampled multiple times during the study period. no duplicates were identified. moreover, there were no samples with mixed infections. additionally, the dataset did not contain multiple tests from the same patient. the analyses were performed at isolate-level. however, since each sample had only one isolate, it implies that the results of isolate-level analysis are the same as sample level analysis. a total of confirmed staphylococcus isolates consisting of s. aureus or s. pseudintermedius isolates were included in this study. each case included in the analysis had data on the following variables: site of collection, breed, sex, age, date of submission and the antimicrobial agents tested. the american kennel club breed classification was modified and used to classify breeds of dogs into the following categories: working, sporting, herding, hound, toy, terrier, nonsporting and mix-breed. staphylococcus species were identified based on the phenotypic characteristics including colony characteristics, catalase, d-mannitol, deoxyribonuclease tests, and gram-staining as described by quinn et al.. antimicrobial susceptibility testing staphylococcus isolates were subjected to antimicrobial susceptibility testing against a panel of drugs using the disc diffusion method. the following antimicrobials were included in the panel: 30 μg amikacin, 30 μg doxycycline, 5 μg enrofloxacin, 10 μg gentamicin, 10 μg ampicillin 10 μg penicillin g, 25 μg trimethoprim-sulphamethoxazole, 30 μg chloramphenicol, 30 μg cephalothin, 30 μg kanamycin, 2 μg clindamycin, 100 μg lincospectin, 5 μg orbifloxacin, 20/10 μg amoxicillin/clavulanic acid and 15 μg tylosin. unfortunately, since the laboratory does not routinely assess for methicillin susceptibility, the panel did not include this drug and therefore this study was not able to investigate the resistance of staphylococcus spp. to methicillin. the laboratory from where the data were obtained, follows the clinical and laboratory standards institute procedures for isolation, testing and classification to determine the susceptibility profile of staphylococcus isolates. the original raw data with exact diameter measurements of the inhibition zones were not available for this retrospective study. thus, only interpretations of the susceptibility test results were available. therefore, although a newer version of the clsi document is currently available it was not possible to interpret the susceptibility profile of isolates using this newer version of the document. for the purposes of the study, intermediate susceptibility was considered as susceptible and therefore re-coded as such for all subsequent analyses. data analysis all the statistical analyses were performed using sas statistical package. the data were assessed for missing data and inconsistencies such as improbable values. age was categorised into <2 years, 2–4 years, 4–6 years, 6–8 years and >8 years. the frequencies and proportions of all categorical variables together with their 95% confidence intervals were calculated. associations between categorical variables were assessed using the chi-square or fishers exact tests where appropriate. the cochran–armitage trend tests were used to assess temporal trends in the proportion of samples resistant to each antimicrobial agent between and statistical significance was assessed at 5% level of significance for all the above tests. investigation of the predictors of antimicrobial resistance was performed in two steps. in the first step simple binary logistic regression models were fitted with antimicrobial resistance status as the outcome and each of the suspected predictors available in the dataset as the explanatory variables. for each of the simple binary logistic regression models, the predictor variables with p-values less than were considered for inclusion in the multivariable logistic regression model fit in the second step of the modeling effort. in this second step, a multivariable logistic regression model using manual backwards selection was fitted containing all variables that had potential univariate associations with the outcome. confounding was assessed by comparing the change in parameter estimate of the variables in the model with and without the suspected confounding variable. if there was a 20% change in the estimate, the variable of interest was considered to be a significant confounder and was retained in the final model. the odds ratios and their corresponding 95% confidence intervals were computed for all variables included in the final model. the predictor variables with p-values < were considered to be statistically significant based on the wald chi-squared test. steps and above were repeated with binary multi-drug resistance as the outcome variable. goodness of fit of the final models was assessed using the hosmer-lemeshow goodness of fit test.  antimicrobial resistance patterns of the samples tested, % were staphylococcus positive and included s. aureus, s. epidermidis, s. pseudintermedius, staphylococcus. spp. and s. felis. seven isolates were not included in subsequent analyses due to missing information. therefore, this study focuses only on the samples that were positive for s. pseudintermedius or s. aureus and that did not have missing information. twenty-five different types of specimens tested positive for staphylococcus spp. with the skin contributing the most samples, followed by ear canal while the rest of the different specimen types making up the remaining %. over 50% of the s. aureus isolates were resistant to ampicillin, penicillin, lincospectin, and clindamycin. similarly, over 50% of the s. pseudintermedius isolates were resistance to ampicillin and penicillin. in addition, significant differences were observed in the proportion of s. pseudintermedius and s. aureus resistance to lincospectin and clindamycin. in both instances, the proportion of s. aureus isolates were significantly higher than those of s. pseudintermedius isolates. these results show that the level of resistance among staphylococcus isolates from dogs presented at the teaching hospital was very high, and also showed that s. aureus tended to exhibit higher resistance levels to certain antimicrobials compared to s. pseudintermedius. fig. proportions of s. aureus and s. pseudintermedius samples resistant to each of the antimicrobials tested at the university of pretoria bacteriology laboratory, and 2012 temporal patterns in resistance patterns of s. aureus and s. pseudintermedius the proportions of s. aureus isolates resistant to the different antimicrobials is shown in table cochran-armitage trend test showed that the proportion of s. aureus isolates that were resistant to doxycycline or tylosin significantly decreased from % in to % in while the proportion resistant to kanamycin significantly decreased from % in to % in similarly, a significant decrease in the proportion of s. aureus isolates resistant to amoxicillin/clavulanic acid was observed between and however, increasing levels of resistance among s. aureus isolates to amoxicillin/clavulanic acid emerged by the end of a significant increase in the level of resistance to enrofloxacin among s. aureus isolates was also observed between and.table trends in antimicrobial resistance of s. aureus from samples tested at the university of pretoria bacteriology laboratory, 2007–2012 a a p-values of cat test= p-value of cochran-armitage trend test bco-trimoxazole = trimethoprim-sulphamethoxazole clincospectin = espectinomycine-lincomycine fig. antimicrobial agents showing significant temporal trends in resistance based on the cochran-armitage trend tests among the s. aureus isolates from canine samples tested at the university of pretoria bacteriology laboratory, 2007–2012 the distributions of resistance among s. pseudintermedius isolates to the different antimicrobials is shown in table significant increases in the proportions of resistant isolates to trimethoprim-sulphamethoxazole, clindamycin and orbifloxacin were observed among s. pseudintermedius isolates between and. among s. pseudintermedius isolates, the proportion that were resistant to clindamycin increased until but subsequently decreased to 28% in while, the proportion of isolates that were resistant to orbifloxacin increased from to 11% by similarly, we observed an increase in the proportion of isolates resistant to trimethoprim-sulphamethoxazole from % in to 22% in among s. pseudintermedius isolates.table trends in antimicrobial susceptibility of s. pseudintermedius to antimicrobial agents from samples tested at the university of pretoria academic veterinary laboratory, 2007–2012 a a p-value of cat test = p-value of cochran-armitage trend test bco-trimoxazole = trimethoprim-sulphamethoxazole clincospectin = espectinomycine-lincomycine fig. antimicrobial agents showing significant temporal trends in resistance based on the cochran-armitage trend tests among the s. pseudintermedius isolates from canine samples tested at the university of pretoria bacteriology laboratory, 2007–2012 proportions of amr or mdr among isolates of s. aureus and s. pseudintermedius of the isolates, % exhibited antimicrobial resistance to at least one drug, while % were multidrug resistant resistant. amr was significantly more common among s. aureus than s. pseudintermedius. similarly, mdr was also significantly more frequent among s. aureus than s. pseudintermedius. no significant temporal trends were observed in the proportion of amr s. aureus or s. pseudintermedius between and. however, the proportion of amr samples was significantly higher among s. aureus than s. pseudintermedius. for example, between and the proportion of amr s. aureus ranged from to 100% compared to 68% to 84% among s. pseudintermedius isolates.fig. proportions of s. aureus and s. pseudintermedius isolates resistant to at least one antibiotic from samples tested at the university of pretoria bacteriology laboratory, 2007–2012 mdr s. aureus were more common than mdr s. pseudintermedius during the period to with the exception of in 39% of s. pseudintermedius were mdr compared to 33% of s. aureus isolates. while, between 2007– and the proportion of mdr s. aureus ranged from to 30% compared to 16% to 39% among s. pseudintermedius isolates. no significant temporal trends were observed in the proportions of mdr s. aureus or mdr s. pseudintermedius.fig. proportions of multidrug resistant s. aureus and s. pseudintermedius isolates from samples tested at the university of pretoria veterinary bacteriology laboratory, 2007–2012 predictors of amr or mdr staphylococcus spp. none of the variables investigated in this study had significant association with the log odds of either amr or mdr. discussion antimicrobial resistance in veterinary medicine and especially in companion animals is of increasing public health concern. this problem is exacerbated by the fact that the relationship between companion animals and their owners have been implicated in the cross-transmission and spread of antimicrobial resistant organisms. since south africa lacks continuous assessment and reporting of veterinary related staphylococcal infections and antimicrobial resistance, the results of this study contribute significantly to improving our understanding of the trends in antimicrobial resistance among s. aureus and s. pseudintermedius clinical cases of dogs. antimicrobial resistance patterns in the present study, we observed high proportions of s. aureus and s. pseudintermedius isolates resistant to β-lactam antibiotics. this is consistent with previous studies that have reported significantly higher levels of resistance of staphylococcus species to β-lactam antibiotics compared to other classes of antimicrobials. this may be associated with the expression of intrinsic low-affinity to penicillin-binding proteins among staphylococcus species or the excessive use of β-lactam antibiotics in the treatment of s. aureus and s. pseudintermedius infections. high levels of resistance to β-lactam antibiotics observed in this study will undoubtedly affect treatment and management of staphylococcus spp. infections. a significantly higher proportion of s. aureus than s. pseudintermedius isolates exhibited resistance to lincosamides. the reasons for this difference are unclear but these findings are consistent with reports of high levels of lincosamide resistance among s. aureus and s. pseudintermedius in the united states. these findings suggest that lincosamides should not be used as alternative drugs in the treatment of staphylococcal infections in this population of dogs. of concern is the fact that lincosamides, such as clindamycin, have been generally known to be effective against methicillin-resistant staphylococcus aureus and multidrug resistant staphylococci. however, we observed that up to 59% of the s. pseudintermedius positive samples were resistant to lincosamides. this seems to suggest that lincosamides should not be considered for treatment of s. pseudintermedius infections in this population of dogs without first performing antibiograms. temporal patterns over the study period, s. aureus resistance to doxycycline, kanamycin, amoxicillin/clavulanic acid and tylosin decreased significantly while resistance to fluoroquinolones among s. aureus and s. pseudintermedius positive samples significantly increased. a study conducted over a 14-year period in canada by prescott et al. reported no significant temporal changes in s. aureus resistance to fluoroquinolones. similar to findings by pellerin et al. in france among s. pseudintermedius isolates tested between and we observed an increasing trend in resistance to trimethoprim-sulphamethoxazole among s. pseudintermedius. the observed decrease or increase in antimicrobial resistance in the current study may be due to changes in usage patterns as suggested by other authors. moreover, a causal link between trimethoprim-sulphamethoxazole usage and trimethoprim-sulphamethoxazole resistance in patients with urinary tract infections has been established. it has also been suggested that rapid introduction of fluoroquinolone and trimethoprim-sulphamethoxazole drugs into companion veterinary medicine practice may also be a contributing factor to increased prevalence of resistance. the authors of the present study think that this might be the case in this study. however, further investigations of the antimicrobial prescription practices among clinicians at the veterinary hospital is needed to better understand this. hauschild and wójcik reported 88% resistance to at least one antimicrobial drug among canine staphylococcus isolates in poland, whereas, lilenbaum et al. in canada, reported % resistance among staphylococcus spp. in our study, % of the staphylococcus spp. isolates exhibited resistance to at least one antimicrobial drug. with regards to multi-drug resistance, the percentage mdr isolates in the current study was higher than the % reported by gandolfi-decristophoris et al. in switzerland and lower than the 34% as reported by schmidt et al. in the uk. the reasons for the high mdr among staphylococcus spp. isolates in this study is unclear. however, we hypothesise that this may be an early indication of changes in the usage patterns among veterinarians caring for animals whose samples were included in the study. in view of this, more research needs to be done to provide a much clearer picture of the situation. distribution and predictors of amr or mdr almost 100% of the s. aureus positive samples were resistant to at least one antimicrobial agent compared to only 77% of s. pseudintermedius positive samples. although resistance to at least one antimicrobial agent was lower among s. pseudintermedius, it was much higher than % reported as by vanni et al. in italy and 2–40% as reported by blunt et al. in south africa. our findings are consistent with reports of higher levels of mdr among s. aureus compared to s. pseudintermedius in the uk and canada. on the contrary, jung-ho youn et al. reported no mdr in s. aureus compared to % mdr among s. pseudintermedius in zambia. the results of this study suggest that mdr is more common in s. aureus isolates than s. pseudintermedius from dogs presented at the veterinary academic hospital in south africa. study limitations hoekstra and paulton reported that the site of isolation is a risk factor of resistance. unfortunately, we could not assess this in the current study due to the large number of categories and the small sample sizes associated with each category. some of the categories in some of the sub-analyses performed had low sample sizes and high variances hence lower precision. previous exposure to antimicrobial agents has been associated with increased risk of development of antimicrobial resistance. unfortunately, due to the retrospective nature of the current study, the history of antibiotic use was not available. therefore, we could not investigate the association between previous antibiotic use and antimicrobial resistance patterns. furthermore, the study focused on canine clinical cases that were submitted to the bacteriology laboratory for diagnosis. often such cases would include animals that have not responded well to previous treatments. therefore, it is possible that a large population of dogs that responded to empirical treatments were not included in this study. some sub-analyses were not possible due to relatively low sample sizes associated with some categories of some variables such as specimen type. additionally, the time when culture and sensitivity test was done in relation to the time after hospital admission of the dogs was not available making it impossible to identify nosocomial from community acquired infections. moreover, the geographic area covered by the study was limited to gauteng province which is not representative of south africa as a whole nor is it representative of other veterinary hospitals in south africa. these limitations, notwithstanding, the findings from this study provide useful information to guide future studies to better understand antimicrobial resistance in dogs.  antibiotic resistance among staphylococcus spp. from dogs presented to the veterinary academic hospital was high and continued to increase for enrofloxacin, trimethoprim-sulphamethoxazole, clindamycin and orbifloxacin during the 7-year study period. of concern are the increasing levels of resistance to fluoroquinolones and sulphonamides among s. pseudintermedius. this calls for urgent action to address the problem. the actions may include development of antimicrobial stewardship program for veterinary and para-veterinary personnel to be offered by the university as part of continuing education. furthermore, training of veterinary students should have a strong emphasis on antimicrobial stewardship. lastly, the need for staphylococcus species characterization and request for antibiogram as part of the protocol for diagnosis and treatment of staphylococcus spp. infections should be emphasized and encouraged. abbreviations akcamerican kennel club amrantimicrobial resistance catcochran-armitage trend ciconfidence interval dnasedeoxyribonuclease mdrmultidrug resistant resistance mrsamethicillin-resistant staphylococcus aureus orodds ratio pbpspenicillin-binding proteins sasstatistical analysis system utiurinary tract infection 
the aim of this study was to investigate patterns and predictors of antimicrobial resistance among staphylococcus spp. high levels of multidrug resistance and the increasing levels of resistance to sulphonamides, lincosamides and fluoroquinolones among staphylococcus spp. antimicrobial resistance in staphylococci, often associated with treatment failure, is increasingly reported in veterinary medicine. the cochran-armitage trend test was used to investigate temporal trends and logistic regression models were used to investigate predictors of antimicrobial resistance in staphylococcus aureus and staphylococcus pseudintermedius. future studies will need to investigate local drivers of antimicrobial resistance to better guide control efforts to address the problem. staphylococcus aureusstaphylococcus pseudintermediusmultidrug resistancemdrantimicrobial resistanceamrdogscaninepredictorsrisk factorsissue-copyright-statement© the author 2017 results show that % of the s. aureus isolates were resistant to at least one drug while % were multidrug resistant. isolates from canine samples submitted to the bacteriology laboratory at the university of pretoria academic veterinary hospital between and retrospective data of staphylococcus isolates were used to calculate the proportion of samples resistant to antimicrobial agents. seventy-seven percent of the s. pseudintermedius isolates were resistant to at least one drug and % were multidrug resistant. resistance to lincospectin was more common among s. aureus than s. pseudintermedius. similarly, resistance to clindamycin was higher in s. aureus than s. pseudintermedius isolates. similarly, s. pseudintermedius exhibited significant increasing temporal trend in resistance to trimethoprim-sulphamethoxazole, clindamycin and orbifloxacin. however, there was a significant decreasing temporal trend in the proportion of isolates resistant to doxycycline, tylosin, kanamycin and amoxicillin/clavulanic acid. there was a significant increase in s. aureus resistance to enrofloxacin over the study period.
 antimicrobial resistance in staphylococci, often associated with treatment failure, is increasingly reported in veterinary medicine. the aim of this study was to investigate patterns and predictors of antimicrobial resistance among staphylococcus spp. isolates from canine samples submitted to the bacteriology laboratory at the university of pretoria academic veterinary hospital between and retrospective data of staphylococcus isolates were used to calculate the proportion of samples resistant to antimicrobial agents. the cochran-armitage trend test was used to investigate temporal trends and logistic regression models were used to investigate predictors of antimicrobial resistance in staphylococcus aureus and staphylococcus pseudintermedius.  results show that % of the s. aureus isolates were resistant to at least one drug while % were multidrug resistant. seventy-seven percent of the s. pseudintermedius isolates were resistant to at least one drug and % were multidrug resistant. resistance to lincospectin was more common among s. aureus than s. pseudintermedius. similarly, resistance to clindamycin was higher in s. aureus than s. pseudintermedius isolates. there was a significant increase in s. aureus resistance to enrofloxacin over the study period. similarly, s. pseudintermedius exhibited significant increasing temporal trend in resistance to trimethoprim-sulphamethoxazole, clindamycin and orbifloxacin. however, there was a significant decreasing temporal trend in the proportion of isolates resistant to doxycycline, tylosin, kanamycin and amoxicillin/clavulanic acid.  high levels of multidrug resistance and the increasing levels of resistance to sulphonamides, lincosamides and fluoroquinolones among staphylococcus spp. isolates in this study are concerning. future studies will need to investigate local drivers of antimicrobial resistance to better guide control efforts to address the problem. keywords staphylococcus aureusstaphylococcus pseudintermediusmultidrug resistancemdrantimicrobial resistanceamrdogscaninepredictorsrisk factorsissue-copyright-statement© the author 2017 