1. Introduction
Bovine mastitis is an inflammation in mammary gland tissue and it is the most frequent and costly disease in dairy cows [
1,
2]. The main mastitis pathogens are
Staphylococcus aureus and
Streptococcus agalactiae. These bacteria usually cause persistent subclinical mastitis, that is, chronic intramammary infection [
3,
4]. Mastitis from these bacteria is usually endemic in developing countries such as Brazil [
3,
5].
Since
S. aureus and
S. agalactiae cause contagious mastitis, the main source of infection is infected cows and transmission occurs during milking [
6,
7]. Due to this, preventive measures for contagious pathogens are the adoption of the “ten-point plan”: adequate milking procedures; dry cow therapy; management of clinical mastitis in lactation; maintenance of milking equipment; biosecurity and disposal of chronically infected cows; goal setting; maintaining a clean and comfortable environment; mastitis records plan; monitoring mammary gland health indices; and periodic review of the control plan [
8]. However, treatment for these two bacteria is distinct.
S. agalactiae is an obligate intramammary pathogen and can be eradicated from a herd with blitz therapy: a protocol of intramammary antibiotics therapy in all mammary quarters of the infected animal [
9,
10]. On the other hand, infection from
S. aureus is not very responsive to antibiotic therapy and the appropriate treatment conducted is anticipated dry therapy or culling cows with chronic cases [
3,
11]. In developed countries, preventive measurements for contagious pathogens as well as
S. agalactiae eradication are performed widely [
3].
Proper diagnosis of these bacteria is necessary to implement treatment and preventive procedures. The most used diagnostic methods to identify mammary gland inflammation and the responsible pathogen for intramammary infection are somatic cell count (SCC) in milk and microbiological exams, respectively [
12]. Mastitis pathogens present different tropisms to the mammary tissue, developing variation in inflammatory response levels, and consequently, the range of SCC mean per pathogen [
13,
14,
15]. Furthermore, bacteria are shed in different patterns by the mammary quarter from naturally infected cows [
16]. It has been reported that
S. agalactiae is shed by mammary glands in higher quantities than
S. aureus [
16], which might impair the culturing of
S. aureus in microbiological tests. Moreover,
S. aureus has a particular intermittent shedding by mammary glands with phases of low or high bacteria release in milk [
3,
7]. Low bacterial or intermittent shedding may be due to not having the required number of bacteria in the milk sample to promote bacterial growth in microbiological exams, interfering with the sensitivity of the test [
17]. In that case, a microbiological exam could present false negative results [
2]. Multiple milk sample collection on different days is a strategy to increase microbiological exam sensitivity to
S. aureus during the intermittent shedding cycle [
17,
18]. However, in cows with mixed infections (coinfection), the high quantity of
S. agalactiae in milk samples still could be a cause of the low sensitivity of
S. aureus culture.
In this context, this study aimed to estimate the SCC means and bacterial shedding patterns according to pathogens isolated in composite milk samples. In addition, we also evaluate the sensitivity, specificity, predictive values, and accuracy (Kappa index) of microbiological diagnosis of S. aureus during blitz therapy to eradicate S. agalactiae considering cows with mixed infections.
2. Material and Methods
2.1. Ethical Committee for Animal Use
This study was approved by the Ethical Committee for Animal Use of Embrapa Gado de Leite, protocol number 8308220322. This study was carried out in a commercial dairy herd with the owner’s agreement.
2.2. Characteristics of Studied Dairy Herd
One dairy herd was selected based on a high SCC in bulk milk tank samples and S. aureus and S. agalactiae microbiological isolation in selective media (salt mannitol and TKT agar). The herd selected was located in Minas Gerais state, Brazil. Animals were Holstein breed, housed in a Free Stall system and submitted to three mechanic milkings per day. Nutritional management was based on maize silage, concentrate, and mineral salt. Official milk control was performed monthly. The monthly average of milked cows was 160 with an average lactation of 305 days and production of 8.050 kg.
2.3. Frequency and Procedures for Collecting Milk Samples
During the study period, 737 milk samples were collected over 5 months for subclinical mastitis microbiological diagnosis. However, animals with clinical mastitis or under treatment with antibiotics were excluded. From each milking cow, a composite milk sample was obtained for microbiological exam, SCC, and total bacterial count (TBC). Milk for microbiological examination was collected in duplicate in a sterile recipient, after teat antisepsis with 70% alcohol. Milk for SCC and TBC analysis was taken down from the milking machine collector receptacle, in recipients with Bronopol® and Azidiol® preservatives, respectively. After the procedures, the obtained samples were transported in isothermal boxes with recycled ice to Embrapa Dairy Cattle, where analyses were performed. After 21 to 30 days, a new microbiological collection procedure was performed in all lactating cows. The protocols of milk collection, microbiological exam, and blitz therapy were conducted monthly for five months. During this study, preventive measures and appropriate milking procedures were established to avoid new intramammary infections.
2.4. Methodology for Somatic Cell Counts (SCC), Total Bacteria Counts (TBC), and Microbiological Diagnosis
The method used to establish the SCC and TBC was flow cytometry (Bentley
®). Equipment for TBC analyses was calibrated for the bacterial cell direct count. Microbiological milk examination occurred according to recommendations by the National Mastitis Council protocol [
19], which combines the use of nutrient media with biochemical tests for the detection of different mastitis pathogens. At first, each sample was inoculated in 10 µL of the blood agar medium. After inoculation, the plates were incubated in an oven at 37 °C. The first evaluation was taken after 24 h of incubation and the second evaluation after 48 h. It was assessed whether there were growth and colony characteristics. After identifying the colonies, they were picked up on plates with BHI agar medium (Brain Heart Infusion), followed by a new incubation at 37 °C. This pick-up in a new medium was carried out to obtain a sufficient number of colonies to carry out the other microbiological and biochemical tests. Colonies isolated on BHI agar were subjected to Gram staining and catalase testing. Gram-positive and catalase-positive samples were requested for coagulase testing and Voges Proskauer to identify
Staphylococcus aureus. While Gram-positive and catalase-negative samples were caused by CAMP tests, hydrolysis of sodium hippurate and esculin was used to identify
Streptococcus agalactiae. Individual milk samples with the isolation of 3 or more different colonies were determined to be contaminated. The SCC and TBC average was estimated according to single isolated pathogens.
2.5. Treatment of Subclinical Mastitis Cases
Considering the microbiological results, all animals that had positive samples of S. agalactiae were submitted to blitz therapy. Treatment was performed by intramammary administrations of 75 mg ampicillin and 200 mg cloxacillin (Bovigan, Bayer®) in all mammary quarters. A total of 3 antibiotic administrations were carried out in 36 h. According to the withdrawal period recommended by the drug fabricant, the milk withdrawal time was 4.5 days.
2.6. Study Design and Statistical Analysis
The study design consisted of prevalence studies between lactating cows to subclinical mastitis caused by S. aureus and S. agalactiae according to months (5 months) in a dairy herd to evaluate over time the microbiological diagnosis of S. aureus during blitz therapy to eradicate S. agalactiae considering cows with mixed infections. In statistical analyses, the first step was to evaluate the normality of the distribution of SCC and TBC data using the Shapiro–Wilk test. If the SCC and TBC data did not present normal distribution, these results were transformed to Log 10 basis and the Shapiro–Wilk test was applied again. After transformation to Log 10, if the results presented a normal distribution, Analysis of Variance (ANOVA) was applied, and a post hoc Student t-test was conducted on independent samples to compare means. However, if after transformation to the Log 10 basis, the results did not present a normal distribution, a Kruskal–Wallis test was applied for independent multiple samples, and a post hoc Mann–Whitney test was carried out to compare medians. After comparisons of transformed SCC and TBC data, the means and medians were back-transformed for the presentation of the results. The means and medians of the SCC and TBC, respectively, were compared according to subclinical mastitis pathogens only in samples with one type of colony growth.
Real prevalence (RP) of
S. aureus and
S. agalactiae according to months during blitz therapy were estimated according to Habibzadeh et al. (2022) [
20] using the apparent prevalence (AP), sensitivity (SEN), and specificity (SPC) found in this study for
S. aureus and the results obtained by Keefe (1997) [
21] to
S. agalactiae. The calculations are presented below.
The dynamic of subclinical mastitis infections for each cow during each month of the study was represented by a comparison of 2 consecutive months, evaluating the microbiological diagnosis of the current month in relation to the previous month and considering the presence and absence of S. aureus or S. agalactiae. This classification was carried out as follows: (1) incidence of subclinical mastitis, absence of S. aureus or S. agalactiae in the previous month but presence in the following month; (2) elimination of subclinical mastitis, presence in the previous month but absence in the following month; and (3) chronic subclinical infection, presence in both of the 2 consecutive sample months. Due to the number of lactating cows to have changed over time, the incidence of subclinical mastitis, elimination of subclinical mastitis, and chronic subclinical infection were estimated per 100 cows per month to compare according to months.
During the 5 months of study, the microbiological results for
S. aureus were compared considering the previous and next month (
Figure 1 and
Table 1) to estimate sensitivity, specificity, positive predictive value, negative predictive value, accuracy, and a confidence interval of 95%.
The confidence intervals (95%) of sensitivity, specificity, positive predictive value, negative predictive value, and accuracy (Kappa index) were estimated (CI 95% = mean ± 1.96*standard deviation) for the first 4 months of the study. Statistical analysis was performed in SPSS 22 (IBM®).
4. Discussion
The main sources of contagious mastitis pathogens
S. agalactiae and
S. aureus are infected cows and mixed intramammary infection by these bacteria. Moreover, subclinical mastitis by both pathogens can lead to high levels of SCC [
3]. In this study,
S. agalactiae,
S. uberis, and
S. aureus presented the highest SCC means, agreeing with previous studies performed by Souza et al. (2009) and Souza et al. (2016) [
2,
13].
S. agalactiae and
S. uberis also showed greater TBC median results, which means that these bacteria were shed in higher quantities in milk, as related before by Lopes Jr. et al. (2012) [
16]. Not surprisingly, the
S. aureus TBC median was statistically equal to pathogens with a greater TBC and with no growth samples, with a low TBC median. These findings demonstrated the already related
S. aureus dynamic of intermittent shedding by the mammary gland [
7]. Nevertheless, the shedding of
S. agalactiae found in this study was 2.3 times greater than
S. aureus. This was not unexpected since in Lopes Jr. et al.’s (2012) [
16] study,
S. agalactiae shedding was 4.3 times higher than
S. aureus in milk from infected mammary quarters. These results show that in mixed intramammary infections by both pathogens,
S. agalactiae might have more probability of growth than
S. aureus when milk is cultured in nutritive media. As regards microbiological exams, it is known that a low quantity of bacteria in samples impairs pathogen isolation and has a negative effect on test sensitivity [
12,
17]. In that case, besides
S. aureus having intermittent shedding as the cause of low sensitivity in culture,
S. agalactiae might also play an important role in the interference of
S. aureus diagnosis. The high quantity of
S. agalactiae in the milk sample could mask
S. aureus isolation, resulting in
S. agalactiae isolation only.
The sensitivity of the microbiological test to S. aureus was influenced by the presence of S. agalactiae as part of the mixed intramammary infection. At the beginning of the study, the sensitivity to S. aureus diagnosis was low (50.0%) but suddenly increased to 89.7% after only one S. agalactiae therapy procedure. This initial rise occurred at the same time as the peak of S. agalactiae elimination (40.3%). However, in the last comparison of the study, after 5 therapy protocols, the sensitivity to S. aureus stagnated at 76.3%, a reasonable rate when compared to the first finding. The specificity of S. aureus isolation increased as well during blitz therapy, and at the finish of the study, reached a satisfactory result of 91.4%. The predictive values demonstrate the rate of truly positive or negative results in the field. These parameters also raised consistent results of 85.7% and 85.2% to positive and negative predictive results. Finally, the accuracy of the microbiological test for S. aureus had a significant improvement of 13.8% during the study and showed a final result of 85.4%. All test parameters analyzed showed better outcomes at the end of the blitz therapy, reflecting an upgrade of S. aureus microbiological diagnosis after S. agalactiae treatment.
The interference of S. agalactiae in S. aureus diagnosis was proved when 19 of 89 (21.3%) viable milk samples yielded only S. agalactiae before blitz therapy but were positive for S. aureus in the second month, after 1 treatment procedure. The S. aureus incidence rate was affected since 28 of 144 (19.4%) cows were diagnosed with intramammary infection by this pathogen in the second month. Of these 28 cows, 19 were first diagnosed with S. agalactiae, and the other 9 of them were probably misdiagnosed in the first month, likely due to intermittent cycle of S. aureus. At the same time, 58 of 144 cows (40.3%) had a good response to blitz therapy because the second microbiological culture did not show S. agalactiae as the first culture did. In the course of therapy protocols, the S. aureus incidence was lower than the first comparison but still significant. That might have occurred due to progressive elimination, and in consequence, low prevalence of S. agalactiae. During this study, rigorous preventive measures for contagious mastitis were applied in the studied herd. For this reason, fluctuations in S. aureus incidence might be assigned to S. agalactiae elimination and misdiagnosed by intermittent shedding and, probably, it was not a real incidence. Furthermore, the rate of cows chronically infected by S. aureus also increased in the course of this study. This was expected since persistent infections are typical of S. aureus and a factor of interference in microbiological diagnosis was removed.
Real prevalence was estimated for each pathogen considering the microbiological parameters results, such as sensitivity and specificity. While apparent prevalence only considered the percentage of infected animals in the herd, the real prevalence also takes into account the diagnostic method utilized. For S. agalactiae, the results of the apparent and real prevalence showed slight differences among them, but both declined with blitz therapy as expected. Meanwhile, the apparent and real prevalence of S. aureus increased during the study. In contrast to S. agalactiae, both S. aureus prevalence had significant divergence at some point. In the second month, the S. aureus apparent prevalence was 38.9% while the real prevalence was 25.5%. Another difference that must be highlighted was the increase of 10.6% in the apparent prevalence from the first month to the second, when the real prevalence rose only by 0.3%. That could be explained since some animals were infected by S. aureus in the first procedure, but the pathogen was not diagnosed. Real prevalence considers gaps in microbiological tests, and due to this, the real prevalence between the first and second months did not have a difference. In the other months, the real prevalence of S. aureus was higher than the apparent prevalence, presumably due to the interference of the intermittent shedding pattern.
In developing countries, a microbiological exam is the most used method to identify pathogens responsible for mastitis. Despite being a more expensive method, PCR could be used to diagnose S. aureus even in phases of low bacterial shedding or in mixed intramammary infections with S. agalactiae, complementary to a traditional microbiological test, at the beginning of the blitz therapy to eradicate S. agalactiae from the dairy herd.