Next Article in Journal
Willingness of West African Consumers to Buy Food Produced Using Black Soldier Fly Larvae and Frass
Previous Article in Journal
Investigating the Effect of High-Voltage Electrostatic Field (HVEF) Treatment on the Physicochemical Characteristics, Bioactive Substances Content, and Shelf Life of Tomatoes
Previous Article in Special Issue
Caciocavallo Podolico Cheese, a Traditional Agri-Food Product of the Region of Basilicata, Italy: Comparison of the Cheese’s Nutritional, Health and Organoleptic Properties at 6 and 12 Months of Ripening, and Its Digital Communication
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Microbiological Evaluation of Two Mexican Artisanal Cheeses: Analysis of Foodborne Pathogenic Bacteria in Cotija Cheese and Bola de Ocosingo Cheese by qPCR

by
Cindy Adriana Estrada-Hernández
,
María Belén Becerra-Cedillo
,
Irma Angélica Hernández Velázquez
,
Hermann E. Mejía-Buenfil
,
Tania Olivera-Martínez
,
I. Berenice Salto-González
,
Frida Torres-López
and
Maricarmen Quirasco
*
Food and Biotechnology Department, School of Chemistry, National Autonomous University of Mexico, Ciudad Universitaria, Mexico City 04510, Mexico
*
Author to whom correspondence should be addressed.
Foods 2024, 13(17), 2824; https://doi.org/10.3390/foods13172824
Submission received: 18 July 2024 / Revised: 14 August 2024 / Accepted: 27 August 2024 / Published: 5 September 2024

Abstract

:
Cotija and Bola de Ocosingo are artisanal ripened cheeses produced in Mexico. Both are made with raw bovine milk from free-grazing cows and with no starter cultures. Unlike culture-based techniques, molecular methods for pathogen detection in food allow a shorter turnaround time, higher detection specificity, and represent a lower microbiological risk for the analyst. In the present investigation, we analyzed 111 cheese samples (95 Cotija and 16 Bola de Ocosingo) by qPCR (TaqMan®) after an enrichment-culture step specific to each foodborne bacterium. The results showed that 100% of the samples were free of DNA from Listeria monocytogenes, Brucella spp., Escherichia coli enterotoxigenic (ETEC), and O157:H7; 9% amplified Salmonella spp. DNA; and 11.7%, Staphylococcus aureus DNA. However, the threshold cycle (Ct) values of the amplified targets ranged between 23 and 30, indicating DNA from non-viable microorganisms. Plate counts supported this assumption. In conclusion, 100% of the cheeses analyzed were safe to consume, and the enrichment step before DNA extraction proved essential to discern between viable and non-viable microorganisms. Hygienic milking, milk handling, cheese manufacturing, and ripening are crucial to achieve an adequate microbiological quality of cheeses made with raw milk.

1. Introduction

In Mexico, the Institute of Industrial Property (Instituto Mexicano de la Propiedad Industrial; IMPI, in Spanish) confers the label known as Marca Colectiva (Collective Brand) to products made by members by any established association based on the geographic origin, manufacturing process, raw materials, and other distinctive characteristics. Currently, four artisanal cheeses have the Marca Colectiva label granted by the IMPI, namely, Cotija, Poro de Balancán, Cuadro, and Bola de Ocosingo [1].
Recently, consumer demand for minimally processed foods has increased. The raw materials of Cotija and Bola de Ocosingo cheeses are only milk, salt, and rennet, so they could belong to this group [2]. Furthermore, since farms that produce these cheeses are in geographic areas free of pesticides, they could fulfill standards for future organic certification. Therefore, these products are an attractive alternative in these markets.
Cotija cheese is a dairy product manufactured during the rainy season (July–October) in the mountains between the states of Jalisco and Michoacán (JalMich Sierra, 700–1700 m above sea level) (Figure 1c). It is manufactured traditionally, which dates back to the arrival of the Spaniards to Mexico. It is a pressed, hard, and uncooked-paste cheese. It has an intense and penetrating aroma, crumbly texture, high-fat content, and strong and acidic flavor. It is a large-format cheese that may weigh up to 30 kg per piece (Figure 1a). Its production process involves raw milk curding, curd cutting, dry salting, kneading, pressing, and a ripening stage from 3 months to one year at room conditions (23–25 °C and 60–95% relative humidity, RH) [3,4]. Due to its high cultural and commercial value in the Cotija region and abroad, efforts are underway to obtain the Protected Designation of Origin [5].
Bola cheese is produced throughout the year in the municipality of Ocosingo (880 m above sea level), in the southern state of Chiapas, close to the Montes Azules rainforest and the border with Guatemala (Figure 1c). It is a double-cream cheese made from raw cow milk, with a semi-hard, creamy, and crumbly texture (hereafter referred to as core). It has a rind of a double layer of string cheese made with skim milk. This double layer stiffens when dried, thus serving as a sort of package that extends the shelf life of the core. Bola cheese sells in 400 g and 1 kg pieces (Figure 1b). The core cheese is left hanging inside a clean cloth for 21 days to ripen at room conditions. In the Ocosingo area, the mean temperature and RH are 13 °C to 27 °C and 70%, respectively, in the dry season (March–April) and 15 °C to 25 °C and 88% RH in the rainy season (September–October). After ripening, the farmhouse producer covers the core with two layers of string cheese, shaping it as a ball. Afterwards, it is stored at 4 °C until consumption [3,4].
Tracking pathogenic bacteria that could endanger cheese safety is important because both cheeses are produced with raw cow milk. In terms of regulations, the Mexican Official Standard (Milk and Dairy Products—Sanitary Specifications and Test Methods) establishes that pasteurized milk shall be used to manufacture dairy products [6]; however, some exceptions are considered in a recent, still unpublished review, such as ripened cheeses. Additionally, the Mexican Standard NMX-F-735-COFOCALEC-2018 (Regional Dairy Product—Ripened Artisanal Cotija Cheese—Designation, Specifications, and Test Methods) considers the use of raw milk in the production of Cotija cheese, recognizing that the native microbiota contributes to the final organoleptic characteristics of cheese and acknowledging its cultural and artisanal attributes [7].
While cheese-making with pasteurized milk minimizes the risk of foodborne diseases, the microbiota in raw milk is essential to provide flavor and aroma notes in ripened cheeses [8,9,10]. Furthermore, cheese made from unpasteurized milk does not necessarily pose a risk for human consumption, as this will depend on five relevant factors: the quality of the raw material, the hygiene practices in place during manufacturing, the ripening process, the storage conditions of the finished product, and hygiene at the point of sale [8,11,12].
Despite the efforts of producer associations to implement processes following good manufacturing practices, assessing the microbiological quality of such products will always be critical, as it provides information on the safety of artisanal cheeses made from unpasteurized milk. This information is also of interest to consumers and governmental health authorities. The Mexican Official Standards that establish microbiological guidelines for accepting or rejecting dairy products establish culture-based and biochemical assays. Currently, in the European Union, the use of microbial detection kits based on quantitative PCR (qPCR) multiplexing, loop-mediated isothermal amplification (LAMP), biosensor systems, or microarrays is more common, as molecular techniques provide faster results and are accurate, specific, robust, and sensitive enough [13,14,15].
The real-time quantitative PCR method, also known as qPCR, is a technique with high sensitivity whose specificity is set by the design of the oligonucleotide primers and probes used in the reaction. Furthermore, its specificity increases when the TaqMan® fluorogenic probe hydrolysis chemistry is used instead of the SYBR green intercalating fluorophore chemistry [16,17]. Unlike traditional microbiological techniques, molecular approaches such as qPCR offer shorter turnaround times and avoid microorganism handling in plate streaking and confirmation by biochemical or serological tests, thus significantly reducing the risk of infections in diagnostic or research laboratory personnel [18].
This work aimed to analyze the microbiological quality of 95 samples of Cotija cheese and 16 samples of Bola de Ocosingo cheese through the targeted detection of five pathogenic microorganisms of interest in dairy foods: Salmonella enterica, Escherichia coli enterotoxigenic (ETEC), E. coli O157:H7, Listeria monocytogenes, Staphylococcus aureus, and Brucella abortus through real-time PCR.

2. Materials and Methods

2.1. Biological Materials

The bacterial strains used in this investigation were Salmonella enterica Typhimurium (ATCC 14028), Staphylococcus aureus (ATCC 6538), Escherichia coli DH5α (Invitrogen, Carlsbad, CA, USA), Limosilactobacillus fermentum (isolated from Bola de Ocosingo cheese and identified in our laboratory by 16S sequencing), Brucella abortus (a pathogenic strain kindly donated by Dr. Beatriz Arellano, School of Veterinary Medicine and Zootechnics, Microbiology and Immunology Department, National Autonomous University of Mexico), Listeria monocytogenes (CFQ-B-103), E. coli O157:H7 (CFQ-B-260), E. coli ETEC (CFQ-B-296), Enterococcus faecalis (CFQ-B-254), and E. faecium (CFQ-B-255). The CFQ code corresponds to the Culture Collection of the School of Chemistry (CFQ) at the National Autonomous University of Mexico (WDCM No. 100).

2.2. Cheese Samples

Ninety-five 3 kg Cotija cheese samples were purchased from different farms in the municipalities mentioned in the Mexican Official Standard (NMX-F-735-COFOCALEC, 2018). These samples were stored in a tightly sealed bag and transported in a cooler to the laboratory; once there, they were kept at −70 °C until analysis. After defrosting at 4 °C for 18 h, the rind (inedible part) was removed with sterile knives in a laminar flow cabinet, and the cheese was ground with a food processor. Finally, the homogenized cheese samples were stored in sterile resealable plastic bags at −20 °C until analysis.
Sixteen Bola de Ocosingo cheeses were purchased as individual pieces, with the rind intact, from eight different producers in the city of Ocosingo, Chiapas. These cheeses were transported in coolers to the laboratory, where they were kept frozen at −20 °C until analysis. A portion of the external rind was removed with a sterile knife to collect a homogeneous sample of the core cheese in a laminar flow cabinet.
Spatulas, knives, processor blades, and other instruments were washed with soap and water, cleaned with a 10% (v/v) sodium hypochlorite solution and 75% ethanol, and autoclaved to avoid cross-contamination between samples. The food processor vessel could not be heat-sterilized, so after washing with soap and cleaning with sodium hypochlorite and ethanol, it was left in the UV cabinet (λ = 254 nm) for 5 min.

2.3. Culture of Reference Strains and Bacterial Enrichment in Cheese

The pathogenic strains used as reference were cultivated under the conditions mentioned in Table 1. E. faecalis, E. faecium, and L. fermentum were cultivated in Man, Rogosa, and Sharpe (MRS) medium (OXOID, Basingstoke, UK) for 16 h at 250 rpm and 37 °C. E. coli DH5α was cultured in Brain Heart Infusion (BHI) broth (DIFCO, Detroit, MI, USA) overnight at 37 °C in an incubator (static).
Twenty-five grams of cheese was homogenized in a Stomacher 400 circulator (Seward Laboratory, London, UK) at high speed for 5 min with 225 mL of diluent and 1 mL of Neutrase solution (Novozymes Latin America, Paraná, Brazil). For E. coli, Salmonella spp., and L. monocytogenes, the diluent was 2% sodium citrate, pH 8.0. For S. aureus and Brucella spp., buffered peptone water, pH 7.0, was used. Subsequently, the mixture was incubated for 1 h at 45 °C to allow Neutrase proteolysis. Forty milliliters of the mixture was collected and centrifuged at 1500× g for 5 min at 4 °C; this procedure was performed in duplicate for each sample. Avoiding the upper-fat layer and solids at the bottom, 2.5 mL of the intermediate liquid phase was extracted and transferred to 25 mL of the enrichment broth corresponding to each pathogenic microorganism in order to increase the concentration of the target pathogen in the sample. The mixtures were incubated under the conditions indicated in Table 1.

2.4. DNA Extraction

After incubation, cultures were heat-inactivated for 20 min at 80 °C and centrifuged at 10,000× g for 10 min at 4 °C. The pellet was washed twice with 500 µL sterile saline, pH 7, and centrifuged at 10,000× g for 10 min at 4 °C. Then, it was stored at −20 °C until nucleic acid extraction. DNA extraction was performed with the Fast ID Genomic DNA extraction kit (Genetic ID NA, Inc., Fairfield, IA, USA) or the DNeasy Mericon Food Kit (Qiagen, Germantown, MD, USA); in both systems, cell disruption is achieved using detergents and lytic enzymes. DNA was purified with chloroform before using silica columns and was eluted with 50 µL H2O for molecular biology (MoBio, Carlsbad, CA, USA). The extracted DNA was stored at −20 °C until quantification. DNA analysis was performed on an EPOCH plate reader (BioTek, Winooski, VT, USA).

2.5. qPCR Reaction

The gene sequences for toxin and antigenic proteins specific to each pathogenic bacterium were considered targets in the design of the primers and probes used in qPCR (Table 2).
The qPCR procedures follow the general requirements of ISO 22174 and the protocols of the World Organization for Animal Health (WOAH) [25,26]. For Cotija cheese analyses, the enzyme used for the reaction mixture was Universal Master Mix TaqMan PCR with ROX (Applied Biosystems, ABI, Foster City, CA, USA) at a 1X final concentration. For Salmonella spp., S. aureus, and L. monocytogenes, primers and probes were purchased in a 20X stock mix (Gene Expression Assay, ABI, Foster City, CA, USA), diluted to a 1X final concentration. For Brucella spp., E. coli ETEC, and E. coli O157:H7, the primers and probe were used at 300 nM and 180 nM, respectively (ABI, Foster City, CA, USA). For the Bola de Ocosingo cheese analyses, the enzyme used in the reaction mixture was RealQ Plus 2X Master Mix for the probe with ROX (Ampliqon, Odense, Denmark), diluted to a 1X final concentration. The primers and probe were used at 300 nM and 180 nM, respectively (Integrated DNA Technologies, IDT, Coralville, IA, USA). For the analysis of both cheeses, qPCR was carried out in a final reaction mix volume of 20 µL, and the amount of template DNA analyzed was 100 ng per reaction. The programming on the ABI 7500 (ABI, Foster City, CA, USA) platform was as follows: one cycle at 50 °C/2 min, 1 cycle at 95 °C/10 min, and 40 cycles (95 °C/15 s, 60 °C/1 min). Fluorescence data were collected at the end of the extension step and analyzed with 7500 Real-Time PCR Software v2.3 and QuantStudio Real-Time PCR Software v1.3 (ABI, Foster City, CA, USA). Non-template controls (NTCs) (H2O for molecular biology, MoBio, Carlsbad, CA, USA) and positive amplification controls (DNA from the respective pathogenic bacterium as template) were added to each qPCR plate in duplicate. The threshold line was set in the exponential phase of the amplification step where the data of replicates were reproducible [27].
A summary of the cheese analysis pipeline is as follows: The bacterial population was enriched in differential cultures for each cheese sample in duplicate. Then, DNA was extracted from the cell pellet. Then, qPCR was performed on each extracted DNA in duplicate. Finally, four qPCR results were obtained from each cheese sample.

2.6. Assessment of Primer–Probe Specificity and Colony Forming Unit (CFU) Limit of Detection

To evaluate cross-reactivity, i.e., to assess false positives, qPCR was performed using DNA from a microorganism other than the target gene of the primers and probe set. The reactions were performed in quadruples.
To evaluate the CFU limit of detection, a colony of S. enterica in BHI (Difco, Detroit, MI, USA) (approximately 3 mm in diameter) was sampled and vortexed in 10 mL of sterile saline for 15 s. From this solution (10−1 dilution), ten-fold serial dilutions up to 10−10 were prepared. One set of dilutions was plate-counted in BHI (37 °C, 24 h). Another set was heat-inactivated, and then 1 mL of each dilution was inoculated into 25 mL of buffered peptone water, adding 2.5 mL of the intermediate phase after the centrifugation of the homogenized cheese on peptone water (Section 2.3). Each mixture was incubated under the conditions for S. enterica (Table 1). Then, cultures were heat-inactivated, and DNA extraction and qPCR were performed in duplicate following the same procedures described in Section 2.4 and Section 2.5, respectively. For this experiment, the cheese used for artificial contamination was the one in which no qPCR amplification was observed in a previous analysis.

2.7. qPCR of Spiked Microorganisms in Cheese

In separate experiments, a colony of each pathogenic bacteria was vortexed in 10 mL of sterile saline for 15 s, and then serial ten-fold dilutions up to 10−8 were prepared. One set of dilutions was plate-counted in BHI (37 °C, 24 h). From the homogenized 10−8 dilution, 1 mL was collected and inoculated into 25 mL of culture medium corresponding to each pathogen (Table 1), adding 2.5 mL of the intermediate phase after the centrifugation of the homogenized cheese on peptone water as described in Section 2.6. Cultures were incubated under the respective conditions for each pathogenic bacterium (Table 1). Afterward, each culture was heat-inactivated, and DNA extraction and qPCR were performed in duplicate following the procedure described above. Another set of experiments was performed following the same methodology but spiking a heat-inactivated inoculum.

2.8. Endpoint PCR

To evaluate the presence of inhibitors and DNA integrity, endpoint PCR reactions were performed to amplify the bacterial 16S ribosomal gene (rDNA) V3 region. The reaction mixture consisted of Taq DNA polymerase (Ampliqon, Odense, Denmark), 0.5 U per reaction, Taq buffer Mg2SO4 1X, the forward primer 338f (5′-ACT CCT ACG GGA GGC AGC AG-3′), and the reverse primer 518r (5′-ATT ACC GCG GCT GCT GCT GCT GG-3′) [28]; both primers were at 0.5 µM and 100 ng of DNA as a template. The final mixture was brought to 50 µL with PCR-grade water, and the reaction conditions on the MaxyGene thermal cycler (Axygen Scientific, Union City, CA, USA) were as follows: 1 cycle at 94 °C for 5 min, 20 cycles (94 °C, 1 min/65 °C, 1 min/72 °C, 3 min), 10 cycles (94 °C, 1 min/55 °C, 1 min/72 °C, 3 min), and, finally, 1 cycle at 72 °C for 10 min. PCR products were visualized on 2% agarose gels stained with ethidium bromide at 0.5 µg/mL using the Mass Ruler Low Range DNA Ladder (Fermentas International, Vilnius, Lithuania) or the GeneRuler 1 kb DNA ladder (Thermo Fisher Scientific, San Jose, CA, USA) as references. Non-template controls (NTCs) (H2O for molecular biology, MoBio, Carlsbad, CA, USA) and positive amplification controls (DNA from different bacterium as template) were included in the analysis.

2.9. Viable S. aureus Assessment

A culture-dependent analysis of S. aureus was performed on cheeses that tested positive in qPCR. The enumeration was performed on Baird Parker ready-to-use plates (Becton Dickinson and Co., Franklin Lakes, NJ, USA) (37 °C, 48 h) [29] in duplicate. Typical S. aureus colonies are black, circular, shiny, convex, smooth, and 1–2 mm in diameter and display an opaque zone and a clear halo around them.

3. Results and Discussion

There is scarce information on the safety of ripened cheeses made with raw milk in Mexico and Latin America. In this work, the microbiological safety of two traditional Mexican products is evaluated to contribute to a better understanding of the relevance of the ripening process of cheeses made with raw milk and to provide information to consumers on the safety of these kinds of products [30,31]. These concerns motivated us to test for the presence of the most relevant foodborne pathogenic bacteria in dairy products, namely, S. enterica, S. aureus, L. monocytogenes, B. abortus, E. coli ETEC, and E. coli O157:H7 in two artisanal ripened cheeses made in Mexico: Cotija and Bola de Ocosingo. On the other hand, the implementation of culture-independent methods for the microbiological analysis of food in our region is limited; therefore, we propose a molecular assay that is sensitive and less laborious, with a high-throughput capacity and shorter turnaround time, namely, qPCR.
The Brucella primer–probe set was designed taking per as the target gene, which is common in several species of that genus, including B. abortus, which infects bovine cattle. The other primer–probe sets have a species-specific target gene, and in the case of E. coli, they differentiate between ETEC and O157:H7 types. Consequently, the first step was to verify the specificity of the primer–probe sets using DNA from pure cultures of the collection strains. In the experimental protocol, we also included testing for cross-reactivity with DNA from microorganisms isolated from each cheese. This is the case for E. faecium, E. faecalis, and L. fermentum, which are part of the cheese microbiota [8,32]. We also tested the DNA of a non-pathogenic strain of E. coli, i.e., DH5α.

3.1. Primer–Probe Set Cross-Reactivity

First, the in silico specificity of the primer–probe sets was evaluated against the database available in GenBank using BLAST (Basic Local Alignment Search Tool) [33]. Subsequently, the primer–probe sets’ cross-reactivity was experimentally evaluated; the results are shown in Table 3. The amplification of DNA from the pure cultures of strains generated amplification curves with threshold cycle (Ct) values between 11 and 14. When DNA from microorganisms other than the target was used as a template, no amplification or curves with Ct values higher than 30 were obtained, which can be attributed to the formation of primer dimers or other non-specific products [34].
The specificity test results were useful in confirming that the primers and probes designed for each bacterium only produce amplification signals when analyzing DNA from that specific pathogen and give null signals or high Ct values when testing DNA from other microorganisms, including those that could be found naturally in cheese, such as the genus Enterococcus and Lactobacillus [8,32,35]. Therefore, an optimal design of oligonucleotide primers and fluorogenic probes is crucial to avoid non-specific amplifications (false positives caused by PCR artifacts) and obtain reliable results.

3.2. Limit of CFU Detection Assessment

Figure 2 shows the amplification plots of DNA obtained after inoculating cheese with ten-fold dilutions of non-viable S. enterica. It is observed that the difference in Ct values between each curve corresponds to approximately four cycles; at dilutions higher than 10−8, the plots obtained were no longer reproducible or did not show amplification at all. The amplification curve of the S. enterica 10−7 dilution with a Ct value of 24.73 ± 0.04 corresponds to a plate count of 9 CFU/g cheese. Due to the exponential nature of the PCR, the following curve (Figure 2c, Ct = 29.48 ± 0.05) would correspond roughly to 1 CFU/g cheese. Considering that the target genes for amplification are in a single copy in the genomes of the microorganisms of interest, a Ct < 30 was interpreted as a positive result, comparable to the one used by Mendonça et al. [36].
The exponential amplification principle of PCR can explain the difference of approximately four cycles between each 10-fold dilution [17,37]. Theoretically, a ΔCt of 3.32 cycles would be expected for a ten-fold template dilution. However, we did not use pure DNA; instead, we inoculated thermally inactivated microorganisms in the cheese matrix, which went through the analysis pipeline (incubation, the recovery of the cell pellet, and DNA extraction). Kadiroğlu et al. reported a similar effect on the detection of S. aureus in artificially contaminated white cheese [38].

3.3. Effect of the Cheese Matrix on Pathogen Detection

The decimal dilutions 10−6 to 10−10 of the reference strains were plate-counted, and, in agreement with our previous result, it was determined that inoculating 1 mL of the 10−8 dilution was equivalent to having approximately 4 CFU/g cheese. Therefore, that would be the minimum amount of the pathogen that could be intentionally spiked in cheese to assess its presence with the qPCR protocol. After artificially contaminating each pathogenic bacteria, the samples were processed following our established pipeline, so this procedure would also evaluate the suitability of the culture-enrichment protocol and the presence of PCR inhibitors in the cheese matrix. The results are shown in Table 4. A control was also analyzed with DNA from the uninoculated cheese, in which no amplification was obtained with any primer–probe set.
An additional experiment was performed by spiking heat-inactivated microorganisms. After following the pipeline analysis, a Ct value between 23 and 29 was observed for all pathogens. Figure 3 shows the amplification plots of artificial cheese contamination with viable and non-viable S. enterica and S. aureus.
These results show that the media and enrichment conditions are appropriate; therefore, even if there were 4 CFU/g cheese, they could grow the equivalent of four logarithmic units, so the Ct obtained would be very similar to that of the pure strains. On the other hand, the system can detect DNA from non-viable cells, which, coming from bacteria that cannot grow, generate an amplification curve with a delayed Ct value > 23.
There are reports where the qPCR technique without the enrichment step is used to detect various pathogens in water and food; however, one disadvantage of such methods is that viable and non-viable bacteria cannot be differentiated [18,39]. Another disadvantage is that if the pathogen is in low quantities, it would return a false-negative result. Therefore, to increase the sensitivity of the qPCR detection method, an option would be to enrich the sample with the microorganism of interest either by the pre-enrichment of the sample in culture media or by other means prior to the qPCR; e.g., Garrido-Maestu et al. used magnetic nanoparticles functionalized with antibodies specific for some protein of the pathogen of interest in a step before qPCR [37,40]. However, considering a routine high-sensitivity application to qualitatively determine the presence of viable pathogenic bacteria, performing the enrichment step in culture media does not involve considerable time and costly resources. Increasing sensitivity (or LOD) is particularly important for L. monocytogenes and S. enterica, which cannot be present in food [41,42].

3.4. Cheese Analysis: DNA Quality Assessment

The molecular analysis of the 111 cheese samples begins with evaluating the amplification quality of the DNA extracted from the pelleted cells obtained after the enrichment step. DNA was obtained at a concentration between 10 and 200 ng/µL and had an acceptable purity according to the A260/A280 ratio (values of 1.8–2.2) [43]; however, some samples had values below 1.8. Therefore, to verify its quality as a template in a PCR reaction, the bacterial 16S rDNA V3 region was amplified. The PCR was also performed with other randomly selected good-quality DNA extracts as templates. An amplicon of the expected size, approximately 180 bp [44], was obtained in all analyzed preparations. DNA from pure cultures of reference strains was used as a template in positive-control reactions (Figure 4).
The amplicon analysis shows that after the bacterial enrichment step in the cheese samples, the DNA extracted from the cell pellet is of amplifiable quality, and there are no inhibitors that could prevent the action of the DNA polymerase. This means that a negative qPCR amplification result would not be due to the presence of any inhibitor in the reaction mixture or to the DNA being in small fragments that would prevent obtaining amplicons of approximately 200 bp, as in the case of the qPCR amplicons predicted for our primer–probe sets.
A critical aspect of food analysis by molecular techniques is obtaining DNA of the appropriate quality. The evaluation of the DNA extraction and purification method is of great importance for PCR applications in the food industry as the matrices frequently contain components that can inhibit the action of DNA polymerase. The former is of the utmost relevance in our protocol, considering that the starting matrix is cheese with high fat, protein, and Ca2+ contents, as these food components can inhibit the PCR reaction [38,45].
Note that a control without template DNA (NTC) was included in all PCR procedures. The absence of amplification in the NTCs indicated that the reagents were contaminant-free, so there was no chance of false positives. Likewise, samples and reagents were checked for proper handling, e.g., during pipetting, which showed no cross-contamination.

3.5. Cheese Analysis: Pathogen Detection

Table 5 summarizes the results obtained for both cheeses. For L. monocytogenes, Brucella spp., and E. coli (ETEC or O157:H7), there was no amplification or, if any, the Ct obtained was >30. Therefore, none of the cheese samples has DNA from any of those microorganisms.
Regarding the screening of S. enterica and S. aureus in Cotija cheese, we observed DNA amplification in all four replicates in 10.5% and 13.7% of the samples, respectively. In the Bola de Ocosingo cheese, there was also no DNA amplification from these bacteria. Table 6 shows the qPCR results for samples that tested positive for Salmonella and S. aureus DNA, and Figure 5 shows the amplification plots of some positive results.
Samples positive for S. aureus DNA were streaked on Baird Parker agar to confirm the qPCR results. No typical colonies for this pathogen were detected on any plate (Figure 6), and due to the detection limit of the culture-dependent test, the plate count was <100 CFU/g cheese, which is within the limit established for ripened cheeses in the Mexican Official Standard for dairy products [6].
L. monocytogenes can be found in fresh cheeses made with raw milk because it is resistant to the salt and acidity concentrations typical of this type of product [46]. This bacterium causes listeriosis, a relevant disease in susceptible populations, such as old adults, infants, pregnant women, and immunocompromised people [47,48,49]. Thermal processes in milk or curd can eliminate it, but its ability to produce biofilms allows it to persist in food processing equipment [31,48,50,51]. Our results from the 111 samples analyzed show the absence of L. monocytogenes DNA, indicating that this bacterium is not present in the vessels and appliances used for cheese production.
Brucella abortus could be present in products made with raw milk from infected cows, so maintaining herd health is essential. In Mexico, the Federal Law on Animal Health continuously encourages the participation of farmers in the Program for the Verification of Bovine Brucellosis- and Tuberculosis-Free Herds through national vaccination campaigns in order to comply with the Mexican Standard NOM-041-ZOO-1995 (National Campaign against Brucellosis in Animals) [52,53]. Furthermore, the regulations that apply to Cotija cheese establish that cattle shall be free of Brucella and Mycobacterium [7]. Brucellosis in humans is a zoonotic disease that, in the past decade, has generated outbreaks in the United States linked to the consumption of fresh cheeses made with unpasteurized milk illegally imported to the United States from Mexico [13]. The trade of Bola de Ocosingo and Cotija cheeses is relevant locally and with neighboring countries, especially in the United States, due to significant immigration. The recommendation would be to produce these cheeses using pasteurized milk or milk from healthy cattle; however, the ripening process is also relevant to avoid its presence in raw milk cheeses [54]. Our results indicate the absence of DNA from this pathogenic bacterium in both cheeses, suggesting that the dairy cattle in the producing areas are healthy. In Cotija cheese production, this reflects that cheese producers follow the Mexican Official Standard for this product, and since they are cattle owners, they ensure their herd health by participating in vaccination campaigns [52].
Gastrointestinal foodborne diseases caused by E. coli ETEC are among the most common in the world, and the O157:H7 type is of great concern due to the mortality it causes [55,56]. This bacterium is also common in milk and dairy products, causing outbreaks worldwide [57,58,59]. Milk pasteurization is the best procedure to eliminate coliforms; however, good manufacturing practices are paramount. During the ripening of cheeses made from unpasteurized milk, the decrease in pH, loss of moisture (decrease in water activity, aW), and microbiological competition processes, such as the action of bacteriocins, can reduce coliform populations [60]. Studies on the ripening of Cotija cheese showed that the coliform count decreases drastically during the first 60 days of ripening. This finding supports the view that ripening is essential to improve the microbiological quality of cheeses made with unpasteurized milk [12,61]. However, eliminating this enterobacteria during ripening is not always possible, so its absence in milk is essential [55]. Our results showed that E. coli O157:H7 or ETEC was absent from the 111 samples, indicating that hygiene processes were followed.
Our research group performed a metagenomic analysis of the same batch of Cotija cheese samples analyzed in this work. The massive sequencing results showed the absence of L. monocytogenes, E. coli O157:H7, ETEC, or Brucella spp. DNA sequences, which was consistent with the results of the qPCR assays [8]. These studies also showed the presence of the Staphylococcus genus as a subdominant population, which could explain the presence of atypical colonies in the Baird-Parker plate. Culture-dependent studies of lipolytic strains from Cotija cheese in our group allowed us to isolate strains of S. xylosus, S. piscifermentans, and S. saprophyticus, among others. [62]. On the other hand, Aldrete-Tapia et al. investigated the metagenome composition of Bola de Ocosingo cheese, and they reported the presence of low proportions of E. coli DNA; however, they could not recover colonies by traditional microbial analysis, indicating the presence of non-cultivable cells [63].
Another enterobacterium of concern is Salmonella, which can be found in milk and cheese due to poor hygiene procedures. It is one of the main causes of foodborne outbreaks worldwide, and its tolerance is zero in most countries’ regulations [64]. Notably, the presence of S. aureus in cheese may indicate unsanitary handling during its production, or it could come in milk from cows with mastitis. Its presence at high concentrations (≥105 CFU/g) causes food poisoning by ingesting the enterotoxins it produces [38,65]. Since S. aureus strains from raw milk cheeses can produce enterotoxins A, B, C, D, and E, it would be interesting to detect by PCR the presence of the genes encoding them (sea, seb, sec, sed, and see, respectively) in samples that tested positive for S. aureus by qPCR [66]. Our analyses revealed the presence of DNA from these foodborne pathogens in some samples, as we observed amplification curves with Ct values between 23 and 30. These results suggest that those microorganisms may have been present at some point; however, changes in the physicochemical conditions of the cheese during the ripening process inhibited their development, and they were no longer viable according to the results shown in Figure 3, where the Ct values were similar to those obtained with the non-viable inoculum. This finding is supported by the absence of S. aureus in the plate count (Figure 6).
In 2021, Dr. Torres-Vitela’s research group spiked milk used to produce Cotija cheese with known concentrations of S. aureus, L. monocytogenes, and S. enterica Typhimurium to monitor the effect of the ripening process on the survival of these microorganisms in cheese. By plate culturing and biochemical tests, their results showed the inhibition of L. monocytogenes between days 15 and 30 of ripening and S. aureus and S. enterica between days 30 and 45; furthermore, no staphylococcal toxin was detected at any stage of the ripening process. Their results support the importance of the ripening process in the safety of the final product [12].
The information mentioned above supports that the ripening process in both types of cheese is relevant not only for obtaining their characteristic flavor and aroma but also plays a central role in the safety of the finished product; the development of lactic acid bacteria, together with the decrease in pH and aW, inhibits the proliferation of coliform bacteria, pathogens, and bacteria susceptible to stress conditions.

4. Conclusions

The qPCR analysis was a rapid and effective tool to detect pathogenic bacteria in ripened Cotija and Bola de Ocosingo artisanal cheeses, confirming its value in assessing the microbiological safety of these cheeses. We suggest using this method as a screening test with positive samples subsequently analyzed by culture-dependent methods. Due to the commercial and cultural importance of cheeses made with raw milk, it is relevant to emphasize that the good microbial quality of milk and other raw materials and the use of hygienic processes and sanitized facilities and tools are of the utmost importance. Our results highlight the relevance of carrying out the ripening process for a sufficient time to eliminate any pathogens that may be incorporated into the product, as its manufacture involves multiple manual processes. Ripened cheeses made with raw milk do not necessarily imply a microbiological risk; on the contrary, manufacturing products that are safe to consume and have highly acceptable organoleptic characteristics enriches the offer of dairy products. Finally, it is worth mentioning the importance of consuming cheese from farms belonging to the regions of origin. Imitation cheeses, which can be found in large-scale distribution chains, do not necessarily comply with the production and ripening rules stipulated for authentic ones, and this could lead to the consumption of products of dubious origin and innocuousness.

Author Contributions

Conceptualization, formal analysis, and methodology: M.Q. and C.A.E.-H. Funding acquisition: M.Q. Investigation: C.A.E.-H., M.B.B.-C., I.A.H.V., H.E.M.-B., T.O.-M., I.B.S.-G., and F.T.-L. Project administration: C.A.E.-H. Writing—original draft preparation: M.Q. and C.A.E.-H. All authors have read and agreed to the published version of the manuscript.

Funding

This work was carried out with the support of INIFAP-SAGARPA-2010, grant number 147499, UNAM-PAPIIT DGAPA IN229319, and PAIP 5000-9102.

Data Availability Statement

The original contributions presented in the study are included in the article; further inquiries can be directed to the corresponding author.

Acknowledgments

María Elena Sánchez-Salazar edited the English manuscript.

Conflicts of Interest

The authors declare no conflicts of interest. The funders had no role in the study’s design; in the collection, analyses, or interpretation of data; in the writing of the manuscript; or in the decision to publish the results.

References

  1. Díaz-Ramírez, M.; García-Garibay, M.; Jiménez-Guzman, J.; Villanueva-Carbajal, A. Food safety management in traditional food products: Balancán’s Poro cheese as a case study. Estud. Soc. 2016, 25, 87–110. Available online: https://www.redalyc.org/journal/417/41744004004/html/ (accessed on 16 July 2024).
  2. Román, S.; Sánchez-Siles, L.M.; Siegrist, M. The importance of food naturalness for consumers: Results of a systematic review. Trends Food Sci. Tech. 2017, 67, 44–57. [Google Scholar] [CrossRef]
  3. Cervantes-Escoto, F.; Villegas-de-Gante, A.; Cesín-Vargas, A.; Espinoza-Ortega, A. Chapter 2: El Queso CotijaMC Región de Origen, un caso especial. In Los Quesos Mexicanos Genuinos: Patrimonio Cultural que debe Rescatarse, 2nd ed.; Sandoval, J., Ed.; Editorial del Colegio de Postgraduados, Autonomous University of Chapingo: Texcoco, México, 2013; pp. 145–155. [Google Scholar]
  4. Yescas, C. Larousse de Quesos Mexicanos; Larousse: Mexico City, México, 2013; pp. 30–33 and 38–41. [Google Scholar]
  5. Pomeón, T. El Queso Cotija, México. Un Producto con Marca Colectiva Queso “Cotija Región de origen”, en Proceso de Adquisición de una Denominación de Origen. Consultancy Report for FAO and IICA in the Framework of the Joint Study on Origin-Linked Quality Products. Autonomous University of Chapingo. 2007. Available online: https://openknowledge.fao.org/server/api/core/bitstreams/c606f3ad-52ca-489d-a3fc-acfaf1551ac6/content (accessed on 16 July 2024).
  6. NOM-243-SSA1Mexican Official Standard. Productos y Servicios. Leche, Fórmula Láctea, Producto Lácteo Combinado y Derivados Lácteos. Disposiciones y Especificaciones Sanitarias. Métodos de Prueba. 2010. Available online: https://dof.gob.mx/normasOficiales/4156/salud2a/salud2a.htm (accessed on 16 July 2024).
  7. NMX-F-735-COFOCALEC. Mexican Standard. Sistema producto Leche-Alimento-Lácteo-Alimento Lácteo Regional-Queso Cotija Artesanal Madurado-Denominación, Especificaciones y métodos de prueba. 2018.
  8. Escobar-Zepeda, A.; Sanchez-Flores, A.; Quirasco Baruch, M. Metagenomic analysis of a Mexican ripened cheese reveals a unique complex microbiota. Food Microbiol. 2016, 57, 116–127. [Google Scholar] [CrossRef] [PubMed]
  9. Khattab, A.R.; Guirguis, H.; Tawfik, S.M.; Farag, M.A. Cheese ripening: A review on modern technologies towards flavor enhancement, process acceleration and improved quality assessment. Trends Food Sci. Tech. 2019, 88, 343–360. [Google Scholar] [CrossRef]
  10. Afshari, R.; Pillidge, C.J.; Dias, D.A.; Osborn, A.M.; Gill, H. Cheesomics: The future pathway to understanding cheese flavour and quality. Crit. Rev. Food Sci. Nut 2018, 6, 33–47. [Google Scholar] [CrossRef] [PubMed]
  11. Aleksic, B.; Djekic, I.; Miocinovic, J.; Miloradovic, Z.; Savic–Radovanovic, R.; Zdravkovic, N.; Smigic, N. The hygienic assessment of dairy products’ selling places at open markets. Food Control 2023, 148, 109628. [Google Scholar] [CrossRef]
  12. Olea-Rodríguez, M.A.; Chombo-Morales, P.; Nuño, K.; Vázquez-Paulino, O.; Villagrán-de la Mora, Z.; Garay-Martínez, L.E.; Castro-Rosas, J.; Villarruel-López, A.; Torres-Vitela, M.R. Microbiological Characteristics and Behavior of Staphylococcus aureus, Salmonella spp., Listeria monocytogenes and Staphylococcal Toxin during Making and Maturing Cotija Cheese. Appl. Sci. 2021, 11, 8154. [Google Scholar] [CrossRef]
  13. Lusk, T.S.; Strain, E.; Kase, J.A. Comparison of six commercial DNA extraction kits for detection of Brucella neotomae in Mexican and Central American-style cheese and other milk products. Food Microbiol. 2013, 34, 100–105. [Google Scholar] [CrossRef]
  14. Soto-Varela, Z.E.; Gutiérrez, C.G.; de Moya, Y.; Mattos, R.; Bolívar-Anillo, H.J.; Villarreal, J.L. Detección molecular de Salmonella spp., Listeria spp. y Brucella spp. en queso artesanal fresco comercializado en Barranquilla: Un estudio piloto. Biomedica 2018, 38, 30–36. [Google Scholar] [CrossRef]
  15. Kabiraz, M.P.; Majumdar, P.R.; Mahmud, M.M.C.; Bhowmik, S.; Ali, A. Conventional and advanced detection techniques of foodborne pathogens: A comprehensive review. Heliyon 2023, 9, e15482. [Google Scholar] [CrossRef]
  16. Zhou, X.; Zhang, T.; Song, D.; Huang, T.; Peng, Q.; Chen, Y.; Li, A.; Zhang, F.; Wu, Q.; Ye, Y.; et al. Comparison and evaluation of conventional RT-PCR, SYBR green I and TaqMan real-time RT-PCR assays for the detection of porcine epidemic diarrhea virus. Mol. Cell. Probes 2017, 33, 36–41. [Google Scholar] [CrossRef] [PubMed]
  17. Real-Time PCR Handbook; Thermo Fisher Scientific Inc.: San Jose, CA, USA, 2016; pp. 7 and 12.
  18. Oon, Y.-L.; Oon, Y.-S.; Ayaz, M.; Deng, M.; Li, L.; Song, K. Waterborne pathogens detection technologies: Advances, challenges, and future perspectives. Front. Microbiol. 2023, 14, 1286923. [Google Scholar] [CrossRef]
  19. Malorny, B.; Bunge, C.; Helmuth, R. A real-time PCR for the detection of Salmonella Enteritidis in poultry meat and consumption eggs. J. Microbiol. Methods 2007, 70, 245–251. [Google Scholar] [CrossRef]
  20. Ruiz-Pérez de Pipaón, M.; Torres-Sánchez, M.J.; Arroyo-Pedrero, L.A.; Prados-Blanco, T.; Palomares-Folía, J.C.; Aznar-Martín, J. Detection of methicillin resistance and identification of Staphylococcus spp. in positive blood cultures by amplifying the mecA and nucA genes with the LightCycler system. Enfermedades Infecc. Microbiol. Clin. 2005, 23, 208–212. [Google Scholar] [CrossRef]
  21. Kim, J.; Demeke, T.; Clear, R.M.; Patrick, S.K. Simultaneous detection by PCR of Escherichia coli, Listeria monocytogenes and Salmonella thyphimurium in artificially inoculated wheat grain. Int. J. Food Microbiol. 2006, 111, 21–35. [Google Scholar] [CrossRef] [PubMed]
  22. Bounaadja, L.; Albert, D.; Chénais, B.; Hénault, S.; Zygmunt, M.S.; Poliak, S.; Garin-Bastuji, B. Real-time PCR for identification of Brucella spp.: A comparative study of IS711, bcsp31 and per target genes. Vet. Microbiol. 2009, 137, 156–164. [Google Scholar] [CrossRef] [PubMed]
  23. Nada, R.A.; Shaheen, H.I.; Touni, I.; Fahmy, D.; Armstrong, A.W.; Weiner, M.; Klena, J.D. Design and validation of a multiplex polymerase chain reaction for the identification of enterotoxigenic Escherichia coli and associated colonization factor antigens. Diagn. Micr. Infec. Dis. 2010, 67, 134–142. [Google Scholar] [CrossRef]
  24. European Food Safety Authority. Technical specifications for the monitoring and reporting of verotoxigenic Escherichia coli (VTEC) on animals and food. EFSA J. 2009, 7, 1366. [Google Scholar] [CrossRef]
  25. ISO 22174:2005; Microbiology of Food and Animal Feeding Stuffs—Polymerase Chain Reaction (PCR) for the Detection of Food-borne Pathogen—General Requirements and Definitions. International Organization for Standardization: Geneva, Switzerland, 2005.
  26. World Organization for Animal Health, WOAH. Development and Optimisation of Nucleic Acid Detection Assays. Available online: https://www.woah.org/fileadmin/Home/eng/Health_standards/tahm/2.02.03_NAD_ASSAYS.pdf (accessed on 12 August 2024).
  27. Nolan, T.; Huggett, J.; Sanchez, E. Good Practice Guide for the Application of Quantitative PCR (qPCR), LGC. 2013. Available online: https://www.gene-quantification.de/national-measurement-system-qpcr-guide.pdf (accessed on 16 July 2024).
  28. Ercolini, D. PCR-DGGE fingerprinting: Novel strategies for detection of microbes in food. J. Microbiol. Methods 2004, 56, 297–314. [Google Scholar] [CrossRef]
  29. NOM-115-SSA1; Official Mexican Standard. Bienes y Servicios. Método Para la Determinación de Staphylococcus aureus en Alimentos. 1994. Available online: https://www.dof.gob.mx/nota_detalle.php?codigo=4882018&fecha=25/09/1995#gsc.tab=0 (accessed on 27 August 2024).
  30. González-Córdova, A.F.; Yescas, C.; Ortiz-Estrada, A.M.; De la Rosa-Alcaraz, M.d.l.A.; Hernández-Mendoza, A.; Vallejo-Cordoba, B. Invited review: Artisanal Mexican cheeses. J. Dairy. Sci. 2016, 99, 3250–3262. [Google Scholar] [CrossRef]
  31. Cuevas-González, P.F.; Heredia-Castro, P.Y.; Méndez-Romero, J.I.; Hernández-Mendoza, A.; Reyes-Díaz, R.; Vallejo-Cordoba, B.; González-Córdova, A.F. Artisanal Sonoran cheese (Cocido cheese): An exploration of its production process, chemical composition and microbiological quality. J. Sci. Food Agric. 2017, 97, 4459–4466. [Google Scholar] [CrossRef]
  32. Dapkevicius, M.d.L.E.; Sgardioli, B.; Câmara, S.P.A.; Poeta, P.; Malcata, F.X. Current Trends of Enterococci in Dairy Products: A Comprehensive Review of Their Multiple Roles. Foods 2021, 10, 821. [Google Scholar] [CrossRef] [PubMed]
  33. Altschul, S.F.; Gish, W.; Miller, W.; Myers, E.W.; Lipman, D.J. Basic local alignment search tool. J. Mol. Biol. 1990, 215, 403–410. [Google Scholar] [CrossRef] [PubMed]
  34. Garafutdinov, R.R.; Galimova, A.A.; Sakhabutdinova, A.R. The influence of quality of primers on the formation of primer dimers in PCR. Nucleos Nucleot Nucl. 2020, 39, 1251–1269. [Google Scholar] [CrossRef]
  35. Terzić-Vidojević, A.; Veljović, K.; Popović, N.; Tolinački, M.; Golić, N. Enterococci from Raw-Milk Cheeses: Current Knowledge on Safety, Technological, and Probiotic Concerns. Foods 2021, 10, 2753. [Google Scholar] [CrossRef] [PubMed]
  36. Mendonça, J.F.M.d.; Vieira, F.d.O.; Fonseca, I.; Ribeiro, J.B.; Arcuri, E.F.; Borges, M.d.F.; Borges, C.A.V.; Sá, J.F.O.d.; Martins, M.F. Detection of viable Salmonella Typhimurium and Staphylococcus aureus in Coalho Cheese by Real-Time PCR. Food Sci. Technol. 2019, 39, 690–696. [Google Scholar] [CrossRef]
  37. Kralik, P.; Ricchi, M. A Basic Guide to Real Time PCR in Microbial Diagnostics: Definitions, Parameters, and Everything. Front. Microbiol. 2017, 8, 108. [Google Scholar] [CrossRef]
  38. Kadiroğlu, P.; Korel, F.; Ceylan, C. Quantification of Staphylococcus aureus in white cheese by the improved DNA extraction strategy combined with TaqMan and LNA probe-based qPCR. J. Microbiol. Methods 2014, 105, 92–97. [Google Scholar] [CrossRef]
  39. Heo, E.J.; Kim, H.-Y.; Suh, S.H.; Moon, J.S. Comparison of DNA Extraction Methods for the Quantification of Listeria monocytogenes in Dairy Products by Real-Time Quantitative PCR. J. Food Prot. 2022, 85, 1531–1537. [Google Scholar] [CrossRef]
  40. Garrido-Maestu, A.; Azinheiro, S.; Carvalho, J.; Espiña, B.; Prado, M. Evaluation and implementation of commercial antibodies for improved nanoparticle-based immunomagnetic separation and real-time PCR for faster detection of Listeria monocytogenes. J. Food Sci. Technol. 2020, 57, 4143–4151. [Google Scholar] [CrossRef]
  41. NOM-114-SSA1; Mexican Official Standard. Bienes y Servicios. Método Para la Determinación de Salmonella en Alimentos. 1994. Available online: https://www.dof.gob.mx/nota_detalle.php?codigo=4881851&fecha=22/09/1995#gsc.tab=0 (accessed on 27 August 2024).
  42. NOM-143-SSA1; Mexican Official Standard. Bienes y Servicios. Método de Prueba Microbiológico Para Alimentos. Determinación de Listeria Monocytogenes. 1995. Available online: https://www.dof.gob.mx/nota_detalle.php?codigo=4901269&fecha=19/11/1997#gsc.tab=0 (accessed on 16 July 2024).
  43. Lucena-Aguilar, G.; Sánchez-López, A.M.; Barberán-Aceituno, C.; Carrillo-Ávila, J.A.; López-Guerrero, J.A.; Aguilar-Quesada, R. DNA Source Selection for Downstream Applications Based on DNA Quality Indicators Analysis. Biopreserv. Biobank. 2016, 14, 264–270. [Google Scholar] [CrossRef] [PubMed]
  44. Vargas-Albores, F.; Ortiz-Suárez, L.E.; Villalpando-Canchola, E.; Martínez-Porchas, M. Size-variable zone in V3 region of 16S rRNA. RNA Biol. 2017, 14, 1514–1521. [Google Scholar] [CrossRef] [PubMed]
  45. Kang, T.S. Basic principles for developing real-time PCR methods used in food analysis: A review. Trends Food Sci. Tech. 2019, 91, 574–585. [Google Scholar] [CrossRef]
  46. Alessandria, V.; Rantsiou, K.; Dolci, P.; Cocolin, L. Molecular methods to assess Listeria monocytogenes route of contamination in a dairy processing plant. Int. J. Food Microbiol. 2010, 31, S156–S162. [Google Scholar] [CrossRef]
  47. Barría, C.; Singer, R.S.; Bueno, I.; Estrada, E.; Rivera, D.; Ulloa, S.; Fernández, J.; Mardones, F.O.; Moreno-Switt, A.I. Tracing Listeria monocytogenes contamination in artisanal cheese to the processing environments in cheese producers in southern Chile. Food Microbiol. 2020, 90, 103499. [Google Scholar] [CrossRef]
  48. Bastam, M.M.; Jalili, M.; Pakzad, I.; Maleki, A.; Ghafourian, S. Pathogenic bacteria in cheese, raw and pasteurised milk. Vet. Med. Sci. 2021, 7, 2445–2449. [Google Scholar] [CrossRef]
  49. World Health Organization, WHO. Listeriosis. Available online: https://www.who.int/news-room/fact-sheets/detail/listeriosis (accessed on 15 July 2024).
  50. Pal, M.; Awel, H. Public Health Significance of Listeria monocytogenes in Milk and Milk Products: An Overview. J. Vet. Public Health 2014, 12, 01–05. [Google Scholar]
  51. Hossain, M.I.; Mizan, M.I.; Hossain, M.F.R.; Roy, P.K.; Nahar, S.; Toushik, S.H.; Ashrafudoulla, M.; Jahid, I.K.; Lee, J.; Ha, S. Listeria monocytogenes biofilm inhibition on food contact surfaces by application of postbiotics from Lactobacillus curvatus B.67 and Lactobacillus plantarum M.2. Food Res. Int. 2021, 148, 110595. [Google Scholar] [CrossRef]
  52. Herd Verification Program. Servicio Nacional de Sanidad, Inocuidad y Calidad Agroalimentaria (SENASICA). México. 2021. Available online: https://www.gob.mx/senasica/documentos/constatacion-de-hatos-programa-de-hatos-libres (accessed on 16 July 2024).
  53. NOM-041-ZOO. Mexican Official Standard. National Campaign against Brucellosis in Animal. 1995. Available online: https://www.dof.gob.mx/nota_detalle.php?codigo=4896374&fecha=20/08/1996#gsc.tab=0 (accessed on 13 August 2024).
  54. Saber Marouf, A.; Hanifian, S.; Shayegh, J. Prevalence of Brucella spp. in raw milk and artisanal cheese tested via real-time qPCR and culture assay. Int. J. Food Microbiol. 2021, 347, 109192. [Google Scholar] [CrossRef]
  55. Rios, E.A.; Ramos-Pereira, J.; Santos, J.A.; López-Díaz, T.M.; Otero, A.; Rodríguez-Calleja, J.M. Behaviour of Non-O157 STEC and Atypical EPEC during the Manufacturing and Ripening of Raw Milk Cheese. Foods 2020, 9, 1215. [Google Scholar] [CrossRef]
  56. Food and Drug Administration, FDA. Final Qualitative Assessment of Risk to Public Health from an On-Farm Contamination of Produce. 2015. Available online: https://www.fda.gov/media/116766/download (accessed on 16 July 2024).
  57. Centers for Disease Control and Prevention, CDC. Data Summary: Persistent Strain of E. coli O157:H7 (REPEXH01) Linked to Multiple Sources. 2024. Available online: https://www.cdc.gov/ecoli/rep-strain/ (accessed on 16 July 2024).
  58. Currie, A.; Galanis, E.; Chacon, P.A.; Murray, R.; Wilcott, L.; Kirkby, P.; Honish, L.; Franklin, K.; Farber, J.; Parker, R.; et al. Outbreak of Escherichia coli O157:H7 Infections Linked to Aged Raw Milk Gouda Cheese, Canada. J. Food Prot. 2018, 81, 325–331. [Google Scholar] [CrossRef] [PubMed]
  59. World Health Organization, WHO. E coli. 2018. Available online: https://www.who.int/news-room/fact-sheets/detail/e-coli (accessed on 16 July 2024).
  60. García-Cano, I.; Serrano-Maldonado, C.E.; Olvera-García, M.; Delgado-Arciniega, E.; Peña-Montes, C.; Mendoza-Hernández, G.; Quirasco, M. Antibacterial activity produced by Enterococcus spp. isolated from an artisanal Mexican dairy product, Cotija cheese. LWT-Food Sci. Technol. 2014, 59, 26–34. [Google Scholar] [CrossRef]
  61. Bravo-Mendoza, A. Study of Microbial Populations of Biotechnological Interest Isolated from Cotija Cheese. Undergraduate Thesis, School of Chemistry, National Autonomous University of Mexico, Mexico City, México, 2008. Available online: https://tesiunam.dgb.unam.mx/F?current_base=TES01&func=direct&doc_number=000646540 (accessed on 16 July 2024).
  62. García-Saturnino, V. Isolation of Microorganisms with a Higher Lipolytic Activity from Cotija Cheese. Undergraduate Thesis, School of Chemistry, National Autonomous University of Mexico, Mexico City, México, 2006. Available online: https://tesiunam.dgb.unam.mx/F/K8PFECHQLBQP66NVY7F5IG88HU3M1YH6B7RIY7CQL5CYA92137-05282?func=full-set-set&set_number=216357&set_entry=000068&format=999 (accessed on 26 August 2024).
  63. Aldrete-Tapia, A.; Escobar-Ramírez, C.M.; Tamplin, M.L.; Hernández-Iturriaga, M. Characterization of Bacterial Communities in Mexican Artisanal Raw Milk “Bola de Ocosingo” Cheese by High-Throughput Sequencing. Front. Microbiol. 2018, 9, 417280. [Google Scholar] [CrossRef]
  64. European Food Safety Authority, EFSA. Control of Salmonella. Available online: https://food.ec.europa.eu/safety/biological-safety/food-borne-diseases-zoonoses/control-salmonella_en (accessed on 16 July 2024).
  65. Hennekinne, J.A.; De Buyser, M.L.; Dragacci, S. Staphylococcus aureus and its food poisoning toxins: Characterization and outbreak investigation. FEMS Microbiol. Rev. 2012, 36, 815–836. [Google Scholar] [CrossRef]
  66. Radoslava, S.; Nemanja, Z.; Branko, V. Occurrence and Characterization of Enterotoxigenic Staphylococci Isolated from Soft Cheeses in Serbia. Acta Vet. 2020, 70, 238–254. [Google Scholar] [CrossRef]
Figure 1. (a) Cotija cheese ripened for one year (photograph by M. Quirasco). (b) Bola de Ocosingo cheese (photograph by C. Estrada). (c) Location of artisanal cheese production areas in Mexico.
Figure 1. (a) Cotija cheese ripened for one year (photograph by M. Quirasco). (b) Bola de Ocosingo cheese (photograph by C. Estrada). (c) Location of artisanal cheese production areas in Mexico.
Foods 13 02824 g001
Figure 2. qPCR amplification plots of ten-fold serial dilutions of non-viable S. enterica spiked in Cotija cheese. (a) 10−6, (b) 10−7, and (c) 10−8 dilutions, respectively. Reactions were performed in duplicate.
Figure 2. qPCR amplification plots of ten-fold serial dilutions of non-viable S. enterica spiked in Cotija cheese. (a) 10−6, (b) 10−7, and (c) 10−8 dilutions, respectively. Reactions were performed in duplicate.
Foods 13 02824 g002
Figure 3. qPCR amplification plots using viable and non-viable microorganisms spiked into cheese. (a) Template DNA from S. enterica. (b) Template DNA from S. aureus.
Figure 3. qPCR amplification plots using viable and non-viable microorganisms spiked into cheese. (a) Template DNA from S. enterica. (b) Template DNA from S. aureus.
Foods 13 02824 g003
Figure 4. Amplification of the bacterial 16S rDNA V3 region. Bacterial DNA extracted from (a) Cotija cheese. Lanes: 1, MassRulerTM Low Range DNA Ladder (Fermentas); 2, NTC; 3–7, cheese samples 91–95; 8, positive control (DNA from E. faecium). (b) Bola de Ocosingo cheese. Lanes: 1, GeneRuler DNA Ladder Mix (Thermo Fisher Scientific); 2, NTC; 3–5, cheese samples 33, 44, and 90; 6–8, positive controls (DNA from S. aureus, E. coli ETEC, and E. coli O157:H7, respectively). Two percent agarose gel.
Figure 4. Amplification of the bacterial 16S rDNA V3 region. Bacterial DNA extracted from (a) Cotija cheese. Lanes: 1, MassRulerTM Low Range DNA Ladder (Fermentas); 2, NTC; 3–7, cheese samples 91–95; 8, positive control (DNA from E. faecium). (b) Bola de Ocosingo cheese. Lanes: 1, GeneRuler DNA Ladder Mix (Thermo Fisher Scientific); 2, NTC; 3–5, cheese samples 33, 44, and 90; 6–8, positive controls (DNA from S. aureus, E. coli ETEC, and E. coli O157:H7, respectively). Two percent agarose gel.
Foods 13 02824 g004
Figure 5. Examples of positive DNA detection of pathogenic bacteria in Cotija cheese by qPCR. (a) Amplification plots of S. enterica. (b) Amplification plots of S. aureus.
Figure 5. Examples of positive DNA detection of pathogenic bacteria in Cotija cheese by qPCR. (a) Amplification plots of S. enterica. (b) Amplification plots of S. aureus.
Foods 13 02824 g005
Figure 6. Queso de Bola 10−2 dilution plated in Baird Parker agar. The black colonies observed lack the characteristic halo of S. aureus.
Figure 6. Queso de Bola 10−2 dilution plated in Baird Parker agar. The black colonies observed lack the characteristic halo of S. aureus.
Foods 13 02824 g006
Table 1. Culture medium and culture conditions for each pathogenic microorganism.
Table 1. Culture medium and culture conditions for each pathogenic microorganism.
MicroorganismEnrichment BrothCulture Conditions
Salmonella spp.Buffered peptone water37 °C, 24 h, 250 rpm
S. aureusNutrient broth (OXOID, Basingstoke, UK)37 °C, 48 h, 250 rpm
L. monocytogenesFraser broth (DIFCO, Detroit, MI, USA)37 °C, 48 h, 250 rpm
Brucella spp.Brucella broth (DIFCO, Detroit, MI, USA)
+ amphotericin B (1 mg/mL) (Sigma-Aldrich, St. Louis, MO, USA), and vancomycin (20 mg/mL) (Sigma-Aldrich, St. Louis, MO, USA)
37 °C, 7 days, static
E. coli ETEC and
E. coli O157:H7
BHI (DIFCO, Detroit, MI, USA) + casamino acids (2%) (OXOID, Basingstoke, UK)37 °C, 24 h, static
Table 2. Target genes, primers, and fluorogenic probes to detect each pathogen by qPCR.
Table 2. Target genes, primers, and fluorogenic probes to detect each pathogen by qPCR.
MicroorganismTarget GeneNucleotide Sequences 5′ → 3′Observations/Reference
Salmonella
enterica
invA
(invasion
protein)
Fw-ACCGTGGTCCAGTTTATCGTTATT
Rv-GGGCATACCATCCAGAGAAAATCG
FAM-TCCGCGACACGTTCTG
This work. Target gene reported by Malorny et al. [19]
Staphylococcus aureusnucA
(staphylococcal thermonuclease)
Fw-CCTGAAGCAAGTGCATTTACGAAAA
Rv-CGCTAAGCCACGTCCATATTTATCA
FAM-CTCGACTTCAATTTTC
This work. Target gene reported by Ruiz-Pérez et al. [20]
Listeria
monocytogenes
hly
(listeriolysin)
Fw-AAGGTGCTACTTTTAACCGGGAAA
Rv-CATTGTCTTTTAAGAAGTTTGTTGTATAGGCA
FAM-CACCAGGAGTTCCC
This work. Target gene reported by Kim et al. [21]
Brucella spp.per
(perosamine synthetase)
Fw-GTTTAGTTTCTTTGGGAACAAGACAA
Rv-GAGGATTGCGCGCTAGCA
FAM-TACGACCGGTGAAGGCGGGATG
Individual synthesis of primers and probe as reported by Bounaadja et al. [22]
Escherichia coli ETECeltBI
(thermolabile toxin subunit B)
Fw-GAGTACTTCGATAGAGGAACTCAAATGAAT
Rv-TCATCATATCTGACAAAGCCGGTTT
FAM-CCTCTCGCGTGATCAT
This work. Target gene reported by Nada et al. [23]
Escherichia coli O157:H7eae
(intimin)
Fw-CATTGATCAGGATTTTTCTGGTGATA
Rv-CTCATGCGGAAATAGCCGTTA
VIC-ATAGTCTCGCCAGTATTCGCCACCAATACC
Individual synthesis of primers and probe as reported by the European Food Safety Authority [24]
Table 3. Cross-reactivity of primers and probes. Cycle threshold (Ct) values were obtained using template DNA extracted from pure cultures of the different bacteria.
Table 3. Cross-reactivity of primers and probes. Cycle threshold (Ct) values were obtained using template DNA extracted from pure cultures of the different bacteria.
Bacterium
(Target Gene)
S. enterica
Typhimurium
S. aureusL. monocytogenesB. abortusE. coli
ETEC
E. coli
O157:H7
E. faecalisE. faeciumL.
fermentum
E. coli DH5α
Salmonella spp. (invA)13.59 ± 0.23>39>39>36>36>35>33>33>33>32
S. aureus (nucA)>3213.95 ± 0.53>33>33>31>31>33>37>37>33
L. monocytogenes (hly)>34>3013.83 ± 0.70>35NANANA>39>37>38
Brucella spp. (per)NANANA12.20 ± 0.09NANANANANANA
E. coli ETEC (eltBI)>34>30>30>3611.57 ± 0.29>30>33>35>37NA
E. coli O157:H7 (eae)>34>31>30>36>3211.72 ± 0.69>31>34>37NA
NA—no amplification. The mean and standard deviation of four replicates are shown.
Table 4. Ct values with template DNA from the pure culture of the pathogen versus DNA from the bacterium inoculated in cheese.
Table 4. Ct values with template DNA from the pure culture of the pathogen versus DNA from the bacterium inoculated in cheese.
MicroorganismCt (DNA from Pure
Bacterium Culture)
Ct (DNA from the
Bacterium Spiked in Cheese)
S. enterica13.59 ± 0.2313.55 ± 0.24
S. aureus13.95 ± 0.5314.53 ± 0.02
L. monocytogenes13.83 ± 0.7013.99 ± 0.84
B. abortus12.20 ± 0.0913.17 ± 0.71
E. coli ETEC11.57 ± 0.2911.35 ± 0.65
E. coli O157:H711.72 ± 0.6913.08 ± 1.15
The mean and standard deviation of two replicates are shown.
Table 5. Occurrence of DNA from foodborne bacteria detected by qPCR in cheese samples.
Table 5. Occurrence of DNA from foodborne bacteria detected by qPCR in cheese samples.
MicroorganismNumber of Positive Samples/Total (%)
Cotija CheeseBola de Ocosingo Cheese
S. enterica10/95 (10.5%)0/16
S. aureus13/95 (13.7%)0/16
L. monocytogenes0/950/16
Brucella spp.0/950/16
E. coli ETEC0/950/16
E. coli O157:H70/950/16
Table 6. Ct values in positive qPCR analyses of Cotija cheese.
Table 6. Ct values in positive qPCR analyses of Cotija cheese.
Sample IdentifierSalmonella spp. Ct ValueS. aureus Ct Value
QC-10>3028.92 ± 0.77
QC-1124.76 ± 0.85>30
QC-1223.54 ± 0.14>30
QC-1325.23 ± 0.90>30
QC-1423.85 ± 0.21>30
QC-1526.03 ± 0.5228.15 ± 0.21
QC-1624.75 ± 0.37>30
QC-1723.78 ± 0.15>30
QC-1824.17 ± 0.49>30
QC-1927.93 ± 0.63>30
QC-2026.17 ± 0.63>30
QC-53>3029.31 ± 2.39
QC-56>3026.77 ± 0.21
QC-59>3028.61 ± 0.20
QC-61>3029.34 ± 1.83
QC-70>3029.45 ± 0.16
QC-72>3027.46 ± 1.98
QC-76>3028.94 ± 0.80
QC-77>3029.17 ± 0.71
QC-82>3629.43 ± 0.48
QC-85>3628.62 ± 1.13
QC-93>3029.20 ± 0.80
The mean and standard deviation of four replicates are shown.
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Estrada-Hernández, C.A.; Becerra-Cedillo, M.B.; Hernández Velázquez, I.A.; Mejía-Buenfil, H.E.; Olivera-Martínez, T.; Salto-González, I.B.; Torres-López, F.; Quirasco, M. Microbiological Evaluation of Two Mexican Artisanal Cheeses: Analysis of Foodborne Pathogenic Bacteria in Cotija Cheese and Bola de Ocosingo Cheese by qPCR. Foods 2024, 13, 2824. https://doi.org/10.3390/foods13172824

AMA Style

Estrada-Hernández CA, Becerra-Cedillo MB, Hernández Velázquez IA, Mejía-Buenfil HE, Olivera-Martínez T, Salto-González IB, Torres-López F, Quirasco M. Microbiological Evaluation of Two Mexican Artisanal Cheeses: Analysis of Foodborne Pathogenic Bacteria in Cotija Cheese and Bola de Ocosingo Cheese by qPCR. Foods. 2024; 13(17):2824. https://doi.org/10.3390/foods13172824

Chicago/Turabian Style

Estrada-Hernández, Cindy Adriana, María Belén Becerra-Cedillo, Irma Angélica Hernández Velázquez, Hermann E. Mejía-Buenfil, Tania Olivera-Martínez, I. Berenice Salto-González, Frida Torres-López, and Maricarmen Quirasco. 2024. "Microbiological Evaluation of Two Mexican Artisanal Cheeses: Analysis of Foodborne Pathogenic Bacteria in Cotija Cheese and Bola de Ocosingo Cheese by qPCR" Foods 13, no. 17: 2824. https://doi.org/10.3390/foods13172824

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop