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Applied and Environmental Microbiology, January 2004, p. 69-75, Vol. 70, No. 1
0099-2240/04/$08.00+0 DOI: 10.1128/AEM.70.1.69-75.2004
Copyright © 2004, American Society for Microbiology. All Rights Reserved.
Department of Applied Microbiology, Lund Institute of Technology, Lund University, SE-221 00 Lund,1 AnalyCen Nordic AB, SE-531 19 Lidköping, Sweden2
Received 22 May 2003/ Accepted 14 October 2003
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The established culture-based methods used to detect salmonellae in animal feed are laborious, time-consuming, and often not specific enough. The standard methods used today for analyzing salmonellae involve preenrichment in buffered peptone water (BPW), selective enrichment in Rappaport-Vassiliadis soy broth, plating on selective agar, and subsequent identification by biochemical tests, for example, NMKL-71 (7). The whole procedure takes at least 3 days to complete. Several alternative analysis strategies have been proposed, and PCR in particular has been found to be a highly specific molecular diagnostic tool (20, 35). Although this technique can be extremely effective on pure solutions of nucleic acids, its sensitivity may be reduced dramatically when it is applied directly to complex biological samples (28). Since feed can originate from both animal and vegetable sources, inhibition could be caused by a number of compounds commonly found in feed, such as lipids, salts, and proteins (40). DNA and cells other than the target organism have also been shown to affect both the sensitivity and specificity of PCR (39).
To achieve an efficient high-throughput PCR method suitable for routine analysis of feed samples, rapid and simple sample preparation methods are required (34). Many sample preparation methods, such as DNA extraction (13), and immunomagnetic separation (12), are laborious and expensive and do not provide the desired template quality. Therefore, there is a need for simple and robust sample preparation methods that take advantage of the use of whole cells instead of DNA before diagnostic PCR can be widely used for routine analysis of feed and food samples. The use of culture enrichment prior to PCR analysis serves many purposes, including (i) dilution of PCR-inhibitory substances present in the sample matrix, (ii) multiplication of the target organism to provide detectable concentrations, (iii) dilution of dead cells, and last but not least (iv) the possibility of isolating the target organism for complementary tests (37).
The aim of this work was to develop a rapid and simple PCR-based protocol suitable for routine analysis of viable Salmonella spp. in animal feed. The method should allow the detection of 1 CFU per 25 g of feed without the need for DNA extraction or treatment prior to PCR. Based on experimental data, a logistic regression model was used to describe the probability of detecting different concentrations of salmonellae in feed. Furthermore, in order to obtain a PCR-compatible sample containing enriched cells in the presence of feed and medium components, a number of alternative DNA polymerases and accompanying buffer systems were tested on 14 different feed samples. Finally, the method was evaluated on natural feed samples and the relative accuracy, relative sensitivity, and relative specificity were calculated.
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PCR conditions.
The original PCR protocol, developed by Rahn et al. (35), amplifying a 0.28-kb PCR product originating from the invA gene, was combined with an internal control (31) and modified to include the following: 0.2 µM each primer (Scandinavian Gene Synthesis AB, Köping, Sweden), 200 µM each deoxynucleoside triphosphate (Roche Molecular Biochemicals, Mannheim, Germany), 0.75 U of one DNA polymerase (Tth, Taq, Pwo, FastStart Taq [Roche], rTth [Applied Biosystems, Foster City, Calif.], DyNAzyme II [Finnzymes, Espoo, Finland], Platinum Taq [Invitrogen Life Technologies, Karlsruhe, Germany], or Tfl [Promega, Madison, Wis.]), and 1x PCR buffer (supplied with each enzyme), and if Mg2+ was not included in the buffer, the concentration was adjusted to 1.5 mM with MgCl2. The internal control used in the evaluation of the detection probability of the method and in the evaluation of naturally contaminated samples was present at 104 copies per PCR tube. The sample volume used was 5 µl, and the final volume was 25 µl.
PCR was performed in a GeneAmp 9700 PCR System thermocycler (Applied Biosystems, Foster City, Calif.). The temperature program started with a denaturation step of 5 min at 94°C, followed by 36 cycles at 94°C for 30 s, 53°C (Taq DNA polymerase in the specificity study) or 60°C for 30 s, and 72°C for 40 s, and then one cycle at 72°C for 7 min. Finally, the samples were cooled to 4°C. Samples were analyzed by gel electrophoresis on 1% agarose gels stained with ethidium bromide, and bands were visualized with the GelDoc 1000 system (Bio-Rad, Hercules, Calif.) with the Molecular Analyst computer program (Bio-Rad).
PCR inhibition by feed and background flora.
Fourteen kinds of feed homogenate, prepared as described above, and dilutions (undiluted, 1:5, 1:10, 1:50, and 1:100, corresponding to 20, 4, 2, 0.4, and 0.2% in the reaction mixture, respectively) of the feed homogenates in distilled water were studied (Table 1). The inhibitory effect of the stored feed homogenates was tested by PCR with the DNA polymerases mentioned above; 5 µl of double-distilled H2O added to the PCR tube was replaced by feed sample, and 5 µl of a cell suspension containing 106 CFU of S. enterica serovar Senftenberg S57 (an animal feed isolate, AnalyCen Nordic AB, Kristianstad, Sweden) per ml was used as the target for amplification.
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TABLE 1. Inhibitory effects of five different concentrations of 14 feed homogenates on the amplification capacity of eight thermostable DNA polymerases in a standardized PCR assaya
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The influence of the sampling time was studied by homogenizing 4 g of Salmonella-free feed (soy and rape seed) and 36 ml of BPW in separate sterile plastic tubes. The feed homogenates and 50 ml of BPW in a separate tube were inoculated with 50 CFU of a fresh culture of S. enterica serovar Senftenberg S57. The inoculated cell count was determined by viable counts on TGE agar plates. The inoculated samples were incubated at 37°C for 24 h. Samples were withdrawn at 3-h intervals after thorough shaking of the tube. The ability to detect salmonellae in undiluted and in 1:10 and 1:100 dilutions in physiological saline with the PCR assay with Tth was determined. After sample withdrawal, samples were stored at -20°C until required for PCR analysis.
Specificity.
The specificity of the PCR assays with Tth and Taq DNA polymerase was evaluated with strains isolated from food and feed, as well as strains obtained from the AnalyCen Culture Collection, Kristianstad, Sweden; the American Type Culture Collection, Manassas, Va.; the Danish Veterinary Laboratory, Copenhagen, Denmark; H. Aarts, State Institute of Quality Control of Agricultural Products (RIKILT), Wageningen, The Netherlands (1); the Culture Collection, University of Göteborg, Göteborg, Sweden; Swedish Meats Research Institute Culture Collection, Kävlinge, Sweden; the National Veterinary Institute, Uppsala, Sweden; the National Food Administration, Uppsala, Sweden; and the Norwegian School of Veterinary Science, Oslo, Norway (see Table 3). Strains used in the study were cultured either on TGE plates or in BPW and maintained on beads (Protect bacterial preservers; Technical Services Consultants Ltd., United Kingdom) at -80°C until further use. One isolated colony of each strain was suspended in 0.5 ml of saline, and 5 µl of this mixture was added to the PCR tube.
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TABLE 3. PCR results obtained with 144 bacterial strains in the Taq assay and the Tth assaya
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Detection probability of the PCR method.
Twenty-five grams of Salmonella-free soy was homogenized in 225 ml of BPW in a sterile plastic bag. The feed homogenates were inoculated with 0, 0.03, 0.3, 3, and 30 CFU from a dilution series of a fresh culture of S. enterica serovar Senftenberg S57. Ten replicates of each concentration inoculated were analyzed. The inoculated cell count was determined by measuring viable counts on TGE agar plates. The inoculated samples were incubated at 37°C for 18 h. Samples were withdrawn after 18 h after thorough shaking of the test tube. After sample withdrawal, samples were stored at -20°C until required for PCR analysis. The ability to detect salmonellae in 1:10 dilutions in physiological saline in the PCR assay with Tth was determined. A parallel PCR assay containing an internal control was run on samples.
Statistical analysis.
The results generated by the detection probability studies for the PCR assay (n = 45) and the PCR method with and without internal controls (n = 10 in each case) were applied to a logistic regression model to assess the detection probability at different cell concentrations (24). The software Matlab (version 6.5) with the statistical toolbox Stixbox (19) was used. The slopes of the two regression curves were compared with the null hypothesis that the slopes (the value of b in the regression equation) are not equal for the two groups (before and after enrichment), whereas the intercept, a, is the same for the two groups. Logistic regression was used to test the null hypothesis. Model-based confidence intervals were calculated (5).
Evaluation of the PCR method on naturally contaminated samples.
Animal feed and fecal samples, in all 155 samples (see Table 4) were analyzed for their content of Salmonella spp. with a standard culture-based method, NMKL-71 (7). After the enrichment step (16 to 18 h in BPW), samples were withdrawn and frozen at -20°C prior to PCR analysis. After dilution to 1:10 and 1:100 in physiological saline, PCR analysis was performed as described, with and without the internal control. The results of the NMKL and PCR methods were compared. When different results were obtained with the two methods, samples used for PCR analysis were streaked on TGE agar plates and reanalyzed as described in the section on specificity.
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TABLE 4. Evaluation of the PCR method relative to the conventional culture method (NMKL) for the detection of Salmonella spp. in 155 naturally contaminated and noncontaminated feed and fecal samples
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Different concentrations of a background flora obtained from a soybean sample and S. enterica serovar Senftenberg S57 were added to the Tth assay to determine the detection sensitivity in the presence of an undefined background flora (Table 2). The detection sensitivity of the Tth assay was not affected by the presence of 101 to 108 CFU of background flora/ml when 3 x 104 to 3 x 107 CFU of salmonellae per ml were present in the PCR mixture.
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TABLE 2. PCR results in the presence of different concentrations of S. enterica serovar Senftenberg and background floraa
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Specificity.
To verify that the previously reported specificity (11, 31, 35) of the invA primer set designed by Rahn et al. (35) was not affected by changing the DNA polymerase from the originally used Taq DNA polymerase to Tth DNA polymerase, the specificity of two PCR assays with the two DNA polymerases was evaluated on 101 Salmonella strains and 43 non-Salmonella strains (Table 3). To demonstrate the usefulness of the assay for routine analysis of feed, isolates of the most commonly found serotypes (8) were included in the study. No difference in specificity was observed when comparing the assay with Tth DNA polymerase with that employing Taq DNA polymerase. The modified Salmonella assay was found to be specific, since all Salmonella strains resulted in a 0.28-kb PCR product, whereas none of the other strains gave specific amplicons. Strains from six non-Salmonella species generated nonspecific amplicons. However, in all instances the nonspecific products could be distinguished from the specific amplicon based on size.
Detection probability.
A logistic regression model was fitted to the observed PCR data generated before and after enrichment (Fig. 1). The response of PCR can be described by a binary variable, taking the values 1 for detection and 0 for no detection. A model commonly used to describe methods where the response variable is binary is the logistic regression model (5, 21, 24), where the dependence of the detection probability on the Salmonella concentration, x, is described by P(x) =e(a + bx)/[1 + e(a + bx)]. From PCR analysis, the regression parameters a and b can be estimated with the maximum likelihood method (5). Inserting these parameters into the equation gives a function that illustrates the detection probability at various Salmonella concentrations. By plotting the concentration of salmonellae against the observed relative frequencies of positive PCR detection, it can be verified that the model applied fits the observed data. The model can then be used to describe the detection probability of the PCR method employed and to calculate the detection probability at various target concentrations or to determine the probability of detecting a certain amount of target, i.e., 1 CFU/25 g of sample if the model is applied to a PCR method.
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FIG. 1. Detection probability for S. enterica serovar Senftenberg (log CFU/25 g of feed) with the Tth assay and the PCR procedure. PCR detection is described by a logistic regression model, estimated from a number of replicate experiments, and is represented by the curves. The dotted lines represent the upper and lower model-based confidence intervals. By plotting the concentration of the target organism against the observed relative frequencies calculated as the number of positive samples divided by the total number of replicates for () pure cells in a water system analyzed without enrichment (n = 45 for each concentration, curve C), and artificially contaminated soy samples analyzed with the PCR procedure ( ) with (n = 10 for each concentration, curve A), and ( ) without (n = 10 for each concentration, curve B) an internal control, it was verified that the model applied fits the observed data. The model was then used to describe the detection probability of the PCR studied, to calculate the detection probability at various target concentrations, and to determine the probability of detecting a certain amount of target.
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Evaluation of the PCR protocol on naturally contaminated feed samples.
To confirm the sensitivity and specificity of the PCR method, 155 naturally contaminated feed and fecal samples were analyzed and the results were compared with those from a standard culture-based method (Table 4). Twelve positive samples were found in total; all were detected with the PCR assay, but only four were detected with the NMKL method. To verify the positive PCR results, eight samples with positive PCR results and negative NMKL results were cultured on nonselective agar plates, and colonies were identified by PCR. As a result, two of the PCR-positive and NMKL-negative acidified soy samples were confirmed as positive, i.e., they contained living Salmonella cells (data not shown). The relative accuracy, sensitivity, and specificity were found to be 0.99, 1.50, and 0.96, respectively.
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The various animal feeds tested in this study were found to be highly inhibitory to PCR. In an attempt to reduce PCR inhibition, different DNA polymerases were studied and it was found that by using Tth DNA polymerase, the PCR-inhibiting effect of the 14 various feed samples could be mitigated to a high degree. This finding is in accordance with those of previous investigations in which DNA polymerases from Thermus thermophilus (Tth and rTth) were found to exhibit a high level of resistance to PCR-inhibitory components in different biological samples (2-4, 10, 27, 33) as well as to increase the sensitivity of the PCR assay (13, 23, 36). The choice of DNA polymerase depends, however, on the application. In this study, the PCR method should be able to function with a wide variety of samples, and therefore Tth DNA polymerase could be considered the best choice. On the other hand, if the method is intended to be used with a specific sample, another DNA polymerase may be optimal, e.g., Pwo for the pellet samples in this study or rTth for blood samples (3). The biochemical composition of the PCR mixture, including the sample to be analyzed, should therefore be considered when optimizing the PCR protocol.
The small numbers of salmonellae in feed present an additional problem in analysis. The concentration of salmonellae in feed is generally considered to be below the established detection level of the PCR assay (Fig. 1, curve C), which was found to be 5 x 106 CFU/25 g of feed, corresponding to 2 x 104 CFU/ml of feed homogenate for S. enterica serovar Senftenberg, with an estimated detection probability of 0.95. To increase the number of cells and dilute feed inhibitors, an enrichment step at 37°C for 18 h in BPW, a commonly used nonselective medium for enrichment (7), was studied. When this enrichment step was included in the method, the probability of detecting 1 CFU in 25 g of feed was 0.81, as estimated by a logistic regression model (Fig. 1, curves A and B). No significant difference could be observed when comparing the values of the slopes of the detection probability curves for Salmonella cells in water without enrichment and Salmonella cells in soy analyzed with the PCR procedure. If the PCR method had been inhibited by the presence of feed and background flora in the sample, the slope of the curve would have decreased. This means that the inhibition was overcome and the level of Salmonella cells had increased to a detectable level by employing the PCR procedure.
Furthermore, enrichment prior to PCR has been reported to increase the number of target microorganisms and to minimize the risk of detecting DNA from dead cells (37). Bacteria that are naturally present in feed could have reduced viability due to, for example, low water activity, high salt concentrations, unfavorable pH, freezing, or heating. As a result, for most microorganisms nonselective enrichment increases the probability of recovery and detection of damaged cells (16). BPW is considered a good choice for the growth of sublethally damaged salmonellae in, for instance, heat-treated or dry products such as feed (38). However, BPW allows the growth of other bacteria, which may cause inhibition of PCR due to high cell counts, and the growth of competing microorganisms could mask the presence of salmonellae.
It has been shown that the practical operating range of a PCR assay is affected by the presence of DNA and cells in the reaction mixture (39). Furthermore, previous studies have shown that high concentrations of either background flora or target cells interfere with DNA amplification (29). Since feed samples are often highly contaminated with other microorganisms and the levels of background flora remain high after the nonselective enrichment step applied in the detection of salmonellae (9), background flora can be considered a limiting factor for efficient PCR analysis. The detection probability for Salmonella concentrations of >2 x 104 CFU/ml in this study was found to be the same with and without the addition of background flora at levels as high as 108 CFU/ml with the DNA polymerase Tth. It has formerly been indicated that the use of rTth improves the detection limit in the presence of large amounts of microorganisms in comparison with the use of Taq DNA polymerase (13).
When 155 feed samples were analyzed, more positive samples were identified with the PCR procedure than with the standard culture-based assay. Uneven distribution of salmonellae in the feed sample or in the preenrichment broth may account for some of these conflicting results. Furthermore, strains might not be able to grow in the selective broth or on the agar plates employed (12). It is known that to be able to distinguish between salmonellae and other bacteria growing on selective agar plates, the number of Salmonella cells must be at least 104 CFU/ml after the enrichment step (9). The presence of a Salmonella strain with atypical morphology, for instance, H2S-negative strains, is also possible (38). Atypical strains are likely to cause problems in methods relying on manual judgment. The prevalence of salmonellae in feed found in this study is not representative of feed in Sweden, since samples were obtained to verify the accuracy of the PCR method, not to study prevalence.
Using a PCR-based method for routine diagnostic purposes on a large number of samples presents several specific demands such as speed, ease of use, and lack of false-positive or false-negative results. In this study, the total time to perform the analysis was decreased from at least 3 days for the standard culture-based method (7) to less than 24 h for the PCR procedure. The specificity of the PCR assay can be studied by testing several different target and nontarget strains, and hence the rate of false-positive samples can be controlled. The presence of PCR-inhibitory compounds can be monitored by the addition of an internal control DNA fragment in each reaction (32). However, the sensitivity of the PCR assay has been shown to be lowered by the addition of an internal control, and the use of low copy numbers of the internal control has been suggested to favor the amplification of the DNA fragment from the target organism (31). On the other hand, if the number of internal controls is too low, the detection probability of the internal control itself falls below 1, introducing the possibility of false-negative results. In this study, the detection probability for the PCR method was not altered by the addition of an internal control at a rather high concentration.
In conclusion, when optimizing a PCR-based detection method for a specific application, the intended samples should be considered from the beginning because the sample itself affects the biochemical composition of the PCR mixture and thus the outcome of the analysis. The use of more robust DNA polymerases is a convenient way of circumventing the inhibitory effect of many kinds of biological samples; in this study, inhibition by different kinds of feed samples was relieved by the use of Tth DNA polymerase. The specificity, an important factor in diagnostic PCR, was also shown to be unaffected by changing the DNA polymerase. Furthermore, the use of mathematical modeling provides an objective way of interpreting the results of PCR-based analysis, and in this study it was used to determine the probability of detecting small numbers of salmonellae inoculated in feed which were analyzed with the developed PCR protocol.
This work was financially supported by the Swedish Agency for Innovation Systems (VINNOVA) and the Foundation of the Swedish Farmers' Supply and Crop Marketing Cooperation (SL-stiftelsen).
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