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Journal of Clinical Microbiology logoLink to Journal of Clinical Microbiology
. 2007 Sep 5;45(11):3692–3700. doi: 10.1128/JCM.00896-07

Feasibility of a Molecular Screening Method for Detection of Salmonella enterica and Campylobacter jejuni in a Routine Community-Based Clinical Microbiology Laboratory

T Schuurman 1,*,, R F de Boer 1,, E van Zanten 1, K R van Slochteren 1, H R Scheper 2, B G Dijk-Alberts 2, A V M Möller 2, A M D Kooistra-Smid 1
PMCID: PMC2168500  PMID: 17804656

Abstract

Conventional diagnostic methods for the detection of Salmonella enterica and Campylobacter jejuni are laborious and time-consuming procedures, resulting in final results, for the majority of specimens, only after 3 to 4 days. Molecular detection can improve the time to reporting of the final results from several days to the next day. However, molecular assays for the detection of gastrointestinal pathogens directly from stool specimens have not made it into the routine clinical microbiology laboratory. In this study we have assessed the feasibility of a real-time PCR-based molecular screening method (MSM), aimed at S. enterica and C. jejuni, in the daily practice of a routine clinical microbiology laboratory. We have prospectively analyzed 2,067 stool specimens submitted for routine detection of gastrointestinal bacterial pathogens over a 7-month period. The MSM showed 98 to 100% sensitivity but routine culture showed only 77.8 to 86.8% sensitivity when an extended “gold standard” that included all culture-positive and all MSM-positive specimens, as confirmed by an independent secondary PCR of a different target gene, was used. An overall improvement in the rate of detection of both pathogens of 15 to 18% was observed. Both approaches performed nearly identically with regard to the specificity, positive predictive value, and negative predictive value, with the values for MSM being 99.7%, 93.1 to 96.6%, and 99.8 to 100%, respectively, and those for routine culture being 100%, 100%, and 97.6 to 99.5%, respectively. Finally, the final results were reported between 3 and 4 days earlier for negative specimens compared to the time of reporting of the results of routine culture. Positive specimens, on the other hand, required an additional 2 days to obtain a final result compared to the time required for routine culture, although preliminary MSM PCR-positive results were reported, on average, 2.9 to 3.8 days before the final routine culture results were reported. In conclusion, MSM can be incorporated into the daily practice of a routine clinical microbiology laboratory with ease. Furthermore, it provides an improvement in the screening for S. enterica and C. jejuni and substantially improves the time to the reporting of negative results.


Infectious gastroenteritis is still a major public health burden in developed countries, although the related mortality is low (14). In The Netherlands, the total number of gastroenteritis cases in the population was estimated to be 4.5 million in 1999 (36), with an estimated annual cost of €345 million to Dutch society (34). Salmonella enterica and Campylobacter jejuni are the most prevalent enteric bacterial pathogens responsible for infectious gastroenteritis in The Netherlands, with reported incidences of 24/100,000 population and 36 to 37.3/100,000 population for S. enterica and C. jejuni, respectively (9, 10, 35, 36). C. jejuni seems to be more prevalent in older children (ages 5 to 14 years) and young adults (ages 15 to 29 years), whereas S. enterica tends to infect young children more often (10). Most infections with S. enterica and C. jejuni usually result in mild, self-limiting gastrointestinal disease. However, both organisms can give rise to more severe disease forms and complications, like typhoid fever, which is caused by S. enterica serovars Typhi and Paratyphi, or Guillain-Barré syndrome, which is a neurodegenerative disorder triggered by molecular mimicry of C. jejuni lipo-oligosacchrides and neural gangliosides (33, 38). About 1 in 1,000 C. jejuni infections develops into Guillain-Barré syndrome (3).

Routine diagnostic procedures for the screening of fecal samples for S. enterica and C. jejuni consist of selective culture methods, preceded by enrichment for S. enterica, and followed by biochemical identification, partial serotyping (S. enterica), and resistance profiling. These procedures are laborious and time-consuming, and it can take up to 4 days or more to obtain a final result. Furthermore, several diagnostic problems are encountered when stool specimens are screened for these pathogens. For instance, S. enterica grows with a suspicious colony morphology on salmonella-shigella medium (SS) and Hektoen enteric agar (HEA) plates, but bacteria present in the normal human gastrointestinal flora also show the same colony type (11, 31). These false-positive findings result in increases in hands-on times and the delay of the reporting of the final result for these negative specimens. Another type of problem may be caused by the viable but nonculturable state of C. jejuni (29, 30). This may compromise the sensitivity of culture approaches. Furthermore, the majority of stool specimens received by the clinical laboratory for examination for bacterial gastrointestinal pathogens do not yield a positive result. For instance, in The Netherlands, the average percentage of positive findings for bacterial gastrointestinal pathogens (i.e., Salmonella spp., Campylobacter spp., and Shigella spp.) was only 6.2% (36). The total workload involved in stool screening is high, as, for instance, our laboratory receives approximately 10,000 stool specimens annually, resulting in an average of about 40 stool specimens per day. Furthermore, the throughput of these specimens shows seasonal variance, with peaks at the end of winter and during the summer and early autumn (36). All of this makes screening of stool specimens for enteric pathogens a laborious procedure, especially during the seasonal peaks. Therefore, culture-independent methods may facilitate routine screening, especially when the bulk of the specimens, which are negative, can be eliminated quickly.

Real-time PCR provides a means for the accurate and fast detection of pathogens; however, only a limited number of reports describe the detection of S. enterica and/or C. jejuni directly from human stool specimens (13, 17, 23, 25). Furthermore, all of these reports performed the analysis with a (relatively) small number of fecal specimens (i.e., 25 to 145 specimens).

Therefore, to date, the applicability of (real-time) PCR for the diagnosis of gastroenteritis has remained limited. The major issue here is the inhibition caused by fecal constituents (7, 28, 37). However, this can be overcome by the use of amplification facilitators, like bovine serum albumin (2, 21) or thermostable DNA polymerases that are more resistant to inhibition (1). Furthermore, with the advances in real-time PCR technology, PCR diagnostics are no longer restricted to highly specialized (research and academic) laboratories but are increasingly becoming available to community laboratories as well.

The aim of the present study was to assess the feasibility of a molecular screening method (MSM) for S. enterica and C. jejuni in the routine practice of a community-based clinical microbiology laboratory. MSM-positive specimens were subsequently cultured for antibiotic resistance profiling and epidemiology. We prospectively analyzed 2,067 stool specimens sent to the laboratory for the detection of S. enterica and/or C. jejuni by both the standard approach and MSM.

MATERIALS AND METHODS

Bacterial and fungal strains.

A panel of 33 S. enterica strains, 6 C. jejuni strains, and a total of 36 bacterial and fungal negative control strains representing other gastrointestinal pathogens and normal gastrointestinal flora was used in this study. The 33 S. enterica strains included the following serotypes; Agona, Albany, Anatum, Berta, Blockley, Bochum, Bovis Morbificans, Corvallis, Derby, Dublin, Enterica, Enteritidis (ATCC 13076), Goldcoast, Hadar, Infantis, London, Montevideo, Munster, Panama, Paratyphi A (two strains), Paratyphi B, Paratyphi var. Java, Poona, Rubislaw, Salamea, Saint Paul, Senftenberg, Stanley, Takoradi, Typhi, Typhimurium (ATCC 14028), and Virchow. The six C. jejuni strains comprised the following: ATCC 29428, CCUG 10935 (Penner serotype 1), CCUG 10936 (Penner serotype 2), CCUG 10937 (Penner serotype 3), CCUG 10938 (Penner serotype 4), and NTCC 11168 (Penner serotype 2). The 36 bacterial and fungal strains other than S. enterica and C. jejuni have been described previously (32).

All strains were from the strain database of the Laboratory for Infectious Diseases (LvI), unless stated otherwise (ATCC), and were grown on the appropriate media and under appropriate conditions for 16 to 48 h. After harvesting of the strains (approximately 109 CFU) into 1 ml of physiological saline, chromosomal DNA was extracted from the strains by heat lysis for 10 min at 95°C.

Study design and fecal specimens.

All stool specimens used in this study were sent to the Department of Bacteriology of LvI for routine examination of enteric pathogens during the period from 27 June 2005 to 25 January 2006. A total of 2,067 stools specimens with sufficient sample volume to ensure reliable results for both routine culture and MSM were enrolled in the study. Of these 2,067 specimens, 2,055 stool specimens were eligible for use in the evaluation of the procedures for S. enterica (no S. enterica culture was performed for the remaining 12 specimens) and 2,009 stool specimens were eligible for use in the evaluation of the procedures for C. jejuni (no C. jejuni culture was performed for the remaining 58 specimens) (Table 1). All experiments were performed fully blinded, and the results of both routine culture and MSM were linked only when both approaches were completed.

TABLE 1.

Overall MSM, MSM-guided culture, routine culture, confirmatory, and inhibition results for all 2,067 tested stool specimensa

Organism(s) tested for No. of specimens MSM result
MSM-guided culture result
Routine culture result
Confirmatory PCR result
PCR inhibition
S. enterica C. jejuni S. enterica C. jejuni S. enterica C. jejuni S. enterica C. jejuni Primary Secondary
S. enterica and C. jejuni 48 Pos Neg Pos ND Pos Neg ND ND Non Inh. NA
1 Pos Neg Pos ND Pos Neg ND ND Inh. Non Inh.
2 Pos Neg Pos ND Pos Neg ND ND Inh. Inh.
2 Pos Neg Pos ND Neg Neg ND ND Non Inh. NA
6 Pos Neg Neg ND Neg Neg Pos ND Non Inh. NA
4 Pos Neg Neg ND Neg Neg Neg ND Non Inh. NA
119 Neg Pos ND Pos Neg Pos ND ND Non Inh. Non Inh.
1 Neg Pos ND Pos Neg Pos ND ND Inh. Non Inh.
2 Neg Pos ND Pos Neg Pos ND ND Inh. Inh.
16 Neg Pos ND Pos Neg Neg ND ND Non Inh. Non Inh.
20 Neg Pos ND Neg Neg Pos ND ND Non Inh. Non Inh.
2 Neg Pos ND Neg Neg Pos ND ND Inh. Non Inh.
26 Neg Pos ND Neg Neg Neg ND Pos Non Inh. Non Inh.
7 Neg Pos ND Neg Neg Neg ND Neg Non Inh. Non Inh.
1 Pos Pos Neg Pos Neg Pos Neg ND Non Inh. Non Inh.
1 Pos Pos Pos Pos Pos Pos ND ND Non Inh. Non Inh.
    Subtotal 258
1669 Neg Neg ND ND Neg Neg ND ND Non Inh. Non Inh.
34 Neg Neg ND ND Neg Neg ND ND Inh. Non Inh.
31 Neg Neg ND ND Neg Neg ND ND Inh. Inh.
1 Neg Neg ND ND Neg Neg ND ND Inh. NP
3 Neg Neg ND ND Neg Pos ND ND Non Inh. Non Inh.
1 Neg Neg ND ND Neg Pos ND ND Inh. Inh.
    Subtotal 1,739
S. enterica only 5 Pos NA Pos NA Pos ND ND NA Non Inh. Non Inh.
1 Pos NA Pos NA Pos ND ND NA Inh. Non Inh.
1 Pos NA Pos NA Neg ND ND NA Non Inh. Non Inh.
1 Pos NA Neg NA Pos ND ND NA Non Inh. Non Inh.
50 Neg NA ND NA Neg ND ND NA Non Inh. Non Inh.
    Subtotal 58
C. jejuni only 3 NA Pos NA Pos ND Pos NA ND Non Inh. Non Inh.
1 NA Pos NA Neg ND Neg NA Pos Non Inh. Non Inh.
7 NA Neg NA ND ND Neg NA ND Non Inh. Non Inh.
1 NA Neg NA ND ND Pos NA ND Non Inh. Non Inh.
    Subtotal 12
Total 2,067
a

Pos, positive; Neg, negative; ND, not done; Non Inh., not inhibited; NA, not applicable; Inh., inhibited; NP, not possible due to insufficient specimen volume.

Bacterial culture for S. enterica.

Routine culture for enteric pathogens was carried out by the Department of Bacteriology of LvI and for S. enterica consisted of selenite enrichment and selective culturing on SS medium and HEA at 35°C, biochemical identification (urea, lysine decarboxylase, tryptone water, triple sugar iron agar, and o-nitrophenyl-β-d-galactopyranoside), and group-specific Salmonella (long/short polyvalent, A, B, b, C1, C2, D, d, Vi, E, F, and G) serological identification. All culture and identification media were from Mediaproducts BV (Mediaproducts BV, Groningen, The Netherlands), whereas the Salmonella agglutination sera were from Remel (Remel Europe Ltd., Dartford, United Kingdom). Resistance profiling was performed with the VITEK 2 system (bioMérieux, Boxtel, The Netherlands). All strains isolated were stored at −75°C so that they were available for further testing, if necessary.

Bacterial culture for Campylobacter species.

For Campylobacter species, routine culture consisted of selective culture on Campylobacter selective agar (48 h at 42°C) and charcoal cefoperazone desoxycholate agar (72 h at 35°C) under microaerophilic conditions (6.0% O2, 7.1% CO2, 3.6% H2, and 83.3% N2) (Anoxomat system; Mart Microbiology BV, Lichtenvoorde, The Netherlands). Identification was carried out by Gram staining, oxidase testing, determination of hippurate hydrolysis, determination of the absence of aerobic growth at 42°C, and resistance profiling (disk diffusion method with ciprofloxacin, erythromycin, nalidixic acid, norfloxacin, tetracycline, and trimethoprim [Neo-Sensitabs 73412, 74012, 75812, 76212, 78417, and 79012, respectively; Rosco, Taastrup, Denmark] and cephalothin [kf30; Oxoid Limited, Basingstoke, United Kingdom]). Culture and identification media were from Mediaproducts BV. All strains isolated were stored at −75°C so that they were available for further testing, if necessary.

Molecular screening method for S. enterica and C. jejuni. (i) Specimen collection.

Stool specimens, stored at 2 to 8°C after inoculation of routine bacterial cultures for enteric pathogens, were collected at the end of the day and brought to the Research and Development Department. A fecal suspension (33 to 50% [wt/vol]) was prepared and stored at −20°C until DNA extraction on the next day. A selenite enrichment broth from the same stool specimen was also inoculated and incubated for 16 h at 35°C, whereas the remaining portion of the stool specimen was stored at 2 to 8°C until further culture, depending on the real-time PCR result.

(ii) DNA extraction.

DNA was extracted from the fecal suspension and selenite enrichment broth as described previously (32) by using NucliSens magnetic extraction reagents (bioMérieux) and a NucliSens miniMAG instrument (bioMérieux), according to the manufacturer's instructions. Approximately 6,000 copies of phocine herpesvirus 1 (PhHV) were added to the extraction mixture to serve as an internal control to monitor DNA extraction and PCR inhibition. An aliquot (1 ml) from the selenite enrichment broth was stored at −20°C, in case of inhibition of the PCR, whereas the remaining selenite enrichment broth was stored at room temperature until further culture, depending on the real-time PCR result.

(iii) Real-time PCR.

Real-time amplification was carried out on an ABI PRISM 7700 sequence detection system (Applied Biosystems, Nieuwerkerk a/d IJssel, The Netherlands) by using the TaqMan Universal PCR master mix (Applied Biosystems). The primers and probes have been described previously for S. enterica (16), C. jejuni (5), and PhHV (32) and were purchased from Applied Biosystems. Probes were labeled (at the 5′ end) with 6-carboxyfluorescein (S. enterica), VIC (C. jejuni), or 2′-chloro-5′-fluoro-7′,8′-fused phenyl-1,4-dichloro-6-carboxyfluorescein (NED) (PhHV). Quenching of the 3′ end was conducted with either 6-carboxytetramethylrhodamine or a nonfluorescent quencher combined with a minor groove binder group. The reactions were set up as single PCRs for each individual target, with the reaction mixtures (25 μl) consisting of 1× TaqMan Universal PCR master mix (Applied Biosystems), 2.5 μg bovine serum albumin (Roche Diagnostics Nederland BV, Almere, The Netherlands), 5 μl of template DNA, the primers at 300 nM, and the probe at 100 nM (except for S. enterica, for which the probe was used at 400 nM). The reactions were run in a single reaction plate under the following conditions: 50°C for 2 min and 95°C for 10 min, followed by 40 cycles of 95°C for 15 s, 50°C for 15 s, and 60°C for 1 min. Amplification data were acquired and analyzed with Sequence Detector software (version 1.9.1; Applied Biosystems).

(iv) Real-time PCR interpretation and MSM-guided culture for S. enterica and C. jejuni.

A real-time PCR was considered positive when a threshold cycle (CT) of less than 40 cycles for S. enterica and/or C. jejuni was recorded. A real-time PCR was considered inhibited when the CT value for the PhHV real-time PCR exceeded 35.40 cycles (i.e., the mean CT value for uninhibited specimens ± 2 standard deviations). When a real-time PCR was inhibited, the specimen was retested in the next run by using a new DNA extract from the stored fecal suspension and selenite enrichment broth. For all real-time PCR-positive and inhibited specimens, cultures for S. enterica and/or C. jejuni were immediately started from the stored (2 to 8°C) fecal specimens by the same procedures described above for the routine culture of enteric pathogens. When an inhibited specimen showed a valid negative result upon the second real-time PCR analysis, the culture for that specimen was discontinued. Culture was not performed for all other PCR-negative specimens. All isolated strains were stored at −75°C so that they were available for further testing, if necessary.

Confirmatory real-time PCR assays.

For confirmation of the results for the real-time PCR-positive and culture-negative (both routine and real-time PCR-guided) specimens, DNA was extracted from the stored fecal suspension (−20°C) and selenite enrichment broth (−20°C) and subjected to a real-time PCR targeting a different region of the designated organism's genome.

For S. enterica, the real-time PCR primer/probe set targeting the ttrBCA region described by Malorny et al. (27) was used in the same reaction mixture set up as described above for the invA, mapA, and PhHV assays, with the primers (Applied Biosystems) at 300 nM and the probe (5′-6-carboxyfluorescein, 3′-eclipse dark quencher; Eurogentec Nederland BV, Maastricht, The Netherlands) at 100 nM.

For C. jejuni confirmation, a primer set targeting a Campylobacter sp.-specific region of the 16S rRNA gene was used. The reaction mixture consisted of 1× SYBR green PCR master mix (Applied Biosystems), primers 5′-AGC GCA ACC CAC GTA-3′ and C1228R (25) at 300 nM (kindly donated by H. Wilke, Laboratory for Medical Microbiology Twente Achterhoek, Enschede, The Netherlands), 2.5 μg bovine serum albumin (Roche Diagnostics Nederland BV), and 5 μl of template DNA.

The reactions for confirmation of the results for both S. enterica and C. jejuni were run on a ABI 7500 real-time PCR system (Applied Biosystems) by applying the following thermoprofile: 2 min at 50°C and 10 min at 95°C, followed by 40 cycles of 15 s at 95°C and 1 min at 60°C. The specific amplification of C. jejuni DNA was confirmed by melting curve analysis in comparison with the results for a positive control specimen (C. jejuni ATCC 29428).

Both assays showed identical sensitivities compared to the results of the real-time PCR assays targeting invA and mapA, which were used as the screening assays (data not shown).

For confirmation of C. coli detection by routine culture, a C. coli-specific real-time PCR targeting the glyA gene described by Jensen et al. (18) was used, with the reaction set up identically to the reaction setups described above for the real-time PCR assays targeting invA, mapA, and the ttrBCA region. The reactions were run on an ABI 7500 real-time PCR system with the same thermoprofile used for the S. enterica and C. jejuni confirmation assays.

RESULTS

Selectivities of primer/probe sets for S. enterica and C. jejuni.

The primer/probe sets for the S. enterica invA and C. jejuni mapA genes were tested for their selectivity, consisting of inclusivity and exclusivity, with DNA preparations from pure bacterial strains. The S. enterica invA-specific primer/probe set detected all 33 S. enterica strains, and no cross-reactivity with any of the non-S. enterica strains was observed (data not shown).

The C. jejuni mapA primer/probe set correctly identified all available strains of C. jejuni and showed no cross-reactivity with any of the non-C. jejuni strains (data not shown).

Although only a limited number of S. enterica and Campylobacter spp. were tested, no further testing was attempted since both tests have already been tested with 210 Salmonella strains and over 6,000 clinical Campylobacter isolates (5, 16).

LODs.

The analytical sensitivities of the S. enterica and C. jejuni real-time PCR assays were assessed with spiked fecal specimens. For S. enterica, two fecal specimens (negative for S. enterica by culture and real-time PCR) were inoculated into selenite enrichment broth and spiked with 10-fold serial dilutions of S. enterica subsp. enterica serovar Typhimurium strain ATCC 14028, resulting in a concentration range of 1.8 × 109 to 0 CFU/g of feces for each fecal specimen. An unspiked fecal suspension (33 to 50% [wt/vol]) was also made and was stored at −20°C. DNA was extracted from the fecal suspensions and the enrichment broths as described above for the clinical stool specimens, and real-time PCR was subsequently performed with the isolated nucleic acids. Culture for S. enterica was also inoculated from the selenite enrichment broths for the lower 5 dilutions of the concentration range. Both real-time PCR and culture showed identical lower limits of detection (LODs) of 18 CFU/g of feces, although for one of the two stool specimens culture did not detect Salmonella serovar Typhimurium from the SS medium plate inoculated with 1.8 × 101 CFU/g (data not shown).

For C. jejuni, two fecal suspensions (33 to 50% [wt/vol]), prepared from two individual specimens (negative for C. jejuni by culture and real-time PCR), were spiked with serial dilutions of C. jejuni strain ATCC 29428, resulting in a range of from 2.4 × 107 to 2.4 × 101 CFU/ml of suspension. Depending on the consistency of the suspended stool specimen, this corresponds to a range of 4.8 × 106 to 7.2 × 106 to 4.8 to 7.2 CFU/g of feces. After real-time PCR analysis, the LODs for the C. jejuni real-time PCR were shown to be 4.8 × 102 to 7.2 × 102 CFU/g of feces (data not shown).

Detection of S. enterica and C. jejuni by real-time PCR and routine culture.

A total of 2,067 clinical stool specimens were screened for S. enterica and C. jejuni by MSM, and for 2,055 and 2,009 of these specimens, routine culture for S. enterica and C. jejuni, respectively, was performed in parallel. Both sample and specimen receipt dates were available for 1,349 specimens and resulted in a mean transportation time of 1.7 days (range, 0 to 18 days; median, 1 day). For S. enterica, the routine culture result was regarded as positive only if a strain of Salmonella was isolated and not if other enteropathogens such as Shigella species were recovered from the SS medium and HEA plates. Routine culture for Campylobacter species was regarded as positive only when the isolated strain was typed as C. jejuni. This was mandatory due to the fact that the MSM was aimed only at C. jejuni and not at the other thermophilic Campylobacter species. Table 1 shows all the individual results of MSM, subsequent and routine culture, confirmatory PCR testing, and PCR inhibition for the 2,067 specimens tested.

Performance of MSM and routine culture compared to that of an extended “gold standard.”

To independently compare the performance of the MSM and routine culture, an extended gold standard was defined to establish the status of the clinical stool specimens. True-positive specimens were defined as all specimens with a positive culture result for the targeted organism by either routine culture or MSM-guided culture and all additional specimens positive by both MSM and confirmatory real-time PCRs. True-negative specimens were defined as all specimens not regarded as true positive. Table 2 shows the performance of the MSM and routine culture for both S. enterica and C. jejuni in regard to this extended gold standard.

TABLE 2.

Test performance of MSM and routine culture compared to that of the extended gold standard

Application and result No. of specimens with the following extended gold standard resulta:
Positive Negative Total
S. enterica, MSM
    Positive 68 5 73
    Negative 0 1,947 1,947
    Unresolved 0 35 35
    Total 68 1,987 2,055
S. enterica, routine culture
    Positive 59 0 59
    Negative 9 1,987 1,996
    Total 68 1,987 2,055
C. jejuni, MSM
    Positive 193 6 199
    Negative 4 1,771 1,775
    Unresolved 1 34 35
    Total 198 1,811 2,009
C. jejuni, routine culture
    Positive 154 0 154
    Negative 44 1,811 1,855
Total 198 1,811 2,009
a

The extended gold standard result was defined as positive when the target organism was isolated by either routine culture or MSM-guided culture upon an MSM-positive result or when an MSM-positive result was confirmed by the species-specific confirmation PCR.

For both S. enterica and C. jejuni, the MSM showed the highest sensitivity, with sensitivities of 100% and 98.0%, respectively, whereas routine culture showed sensitivities of only 86.8% and 77.8%, respectively. With regard to specificity, both the MSM and routine culture showed excellent performance, with 99.7% specificity for both bacteria with the MSM and 100% specificity for both bacteria by routine culture. The positive predictive value (PPV) of the MSM was slightly lower, with PPVs of 93.1% and 96.9% for S. enterica and C. jejuni, respectively, compared to the results of routine culture (PPVs of 100% for both bacteria). With regard to the negative predictive value (NPV), both the MSM and routine culture showed excellent performance, with NPVs for S. enterica and C. jejuni of 100% and 99.8%, respectively, by MSM, and 99.5% and 97.6%, respectively, by routine culture. Finally, the diagnostic accuracies for S. enterica and C. jejuni were established to be 99.8% and 99.5%, respectively, for MSM and 99.6% and 97.8%, respectively, for routine culture.

To assess if the observed difference in sensitivity between routine culture and both the MSMs reached statistical significance, the data from Table 1, excluding those for the inhibited and nonconfirmed PCR-positive specimens, were analyzed by McNemar's test. This revealed that both MSMs were significantly more sensitive than routine culture (P < 0.005).

TATs for final results with MSM and routine culture.

To assess the influence of the MSM on the turnaround time (TAT), the time to the final result was recorded for the specimens positive by both routine culture and MSM-guided culture for S. enterica (n = 58) and C. jejuni (n = 127) (concordant positive specimens), as well as for the concordant negative specimens (n = 1,792). The TAT for positive specimens was, on average, 6.9 ± 2.0 days (mean ± standard deviation; median, 7 days) for S. enterica by the MSM, with preliminary MSM PCR-positive results reported after, on average, 1.4 ± 0.8 days (median, 1 day), whereas routine culture needed 5.2 ± 1.8 days (median, 5 days). For C. jejuni the TAT was, on average, 6.3 ± 1.6 days (median, 6 days) for the MSM, with MSM preliminary PCR-positive results reported after 1.5 ± 0.9 days (median, 1 day) and routine culture results reported after 4.4 ± 1.3 days (median, 4 days). The results for the concordant negative specimens were reported by MSM after 1.5 ± 1.1 days (median, 1 day), whereas routine culture needed 3.9 ± 1.3 days (median, 4 days).

Effect of delayed inoculation for MSM-guided culture.

Delayed inoculation of culture may prove detrimental for obtaining positive culture results, especially for Campylobacter species (9). As the MSM introduced a delay of at least 1 day between the inoculation of the routine culture and MSM-guided culture, we assessed the effect of the delayed inoculation caused by the MSM on the outcomes for these cultures in comparison with the routine culture result. Table 3 shows the delay between the inoculation of the routine culture and the MSM-guided culture for those specimens positive by both routine culture and MSM. Delayed inoculation did not have any significant effect on the outcome of the MSM-guided culture for S. enterica. For C. jejuni, on the other hand, a delay of more than 1 day resulted in a significantly lower potential to obtain a positive culture result for the MSM-guided cultures.

TABLE 3.

Effect of delayed inoculation of MSM-guided culture compared to that of routine culture

Target and delay in no. of days to result between routine and MSM-guided culture No. of specimens with the following culture results for routine culture/MSM-guided culture resultsa:
P valueb for pairwise comparisons between the following different delays (days)b:
Pos/pos Pos/neg 2 3 4 ≥2 ≥3
S. enterica
    1 27 1 0.99 0.99 1.0 0.47 0.99
    2 16 0 NA 1.0 1.0 NA 1.0
    ≤2 43 1 NA 1.0 1.0 NA 0.99
    3 5 0 NA NA 1.0 NA NA
    ≤3 48 1 NA NA 0.99 NA NA
    4 10 0 NA NA NA NA NA
    ≥2 31 0 NA NA NA NA NA
    ≥3 15 0 NA NA NA NA NA
C. jejuni
    1 64 4 0.037 0.0029 0.20 0.0047 0.0088
    2 26 7 NA 0.36 0.74 NA 0.99
    ≤2 90 11 NA 0.015 0.48 NA 0.045
    3 14 7 NA NA 0.30 NA NA
    ≤3 104 18 NA NA 0.76 NA NA
    4 20 4 NA NA NA NA NA
    ≥2 60 18 NA NA NA NA NA
    ≥3 34 11 NA NA NA NA NA
a

Pos, positive; neg, negative.

b

P values were determined by the two-sided Fisher's exact test. NA, not applicable.

Analysis of discrepant results between MSM and routine culture.

For nine cases identified as C. jejuni by the MSM, including one of the two cases where the C. jejuni strain isolated from the MSM approach could by specified only by PCR analysis, Campylobacter species other than C. jejuni were isolated by routine culture. These included C. coli (n = 7), and C. lari (n = 2). To further elucidate the status of these specimens, the isolates stored at −75°C were recultured and tested by PCRs specific for C. jejuni, C. coli, and Campylobacter species. In addition, the fecal DNA extracts from these specimens were also subjected to the same panel of PCRs. The results are shown in Table 4. The results showed that for three of the seven cases in which routine culture initially identified the organism as C. coli, the additional PCR results showed no evidence for the presence C. coli in these specimens. Although the three strains originally isolated by routine culture could not be recultured from their storage at −75°C, it seems likely that they were in fact hippurate-negative C. jejuni strains. For the four other specimens originally identified as C. coli by routine culture, additional testing confirmed the presence of C. coli in these specimens. However, both C. jejuni and C. coli were identified by the additional PCRs in all four specimens, as well as in one of the stored isolates which originated from routine culture. From this it may be concluded that these cases are in fact mixed infections rather than single infections. For the two specimens originally identified as C. lari by routine culture, additional testing showed that one was in fact a mixed C. jejuni-C. coli infection, whereas the other was a single C. jejuni infection in which the strain was misidentified as C. lari due to a combination of a (false-) negative hipurate hydrolysis and nalidixic acid resistance phenotype.

TABLE 4.

Additional analysis of discrepant C. jejuni MSM/Campylobacter species routine culture resultsa

Discrepancy type and study identifier Initial result by:
Result of additional PCR testing performed with:
Final conclusion
MSM Routine culture MSM isolate Routine culture isolate Stool DNA extract
MSM C. jejuni positive/routine culture non-C. jejuni Campylobacter spp. positive
    74 C. jejuni C. coli C. jejuni NT C. jejuni C. jejuni
    89 C. jejuni C. coli C. jejuni NT C. jejuni C. jejuni
    103 C. jejuni C. coli NSI C. coli C. jejuni/C. coli Mixed infection
    109 C. jejuni C. coli C. coli C. coli C. jejuni/C. coli Mixed infection
    183 C. jejuni C. coli C. coli C. jejuni/C. coli C. jejuni/C. coli Mixed infection
    385 C. jejuni C. lari C. coli C. coli C. jejuni/C. coli Mixed infection
    417 C. jejuni C. coli C. jejuni NT C. jejuni C. jejuni
    527 C. jejuni C. lari C. jejuni C. jejuni C. jejuni C. jejuni
    590 C. jejuni C. coli C. coli NT C. jejuni/C. coli Mixed infection
MSM negative/routine culture positive
    331 Negative C. jejuni NSI C. coli Negative C. coli
    1492 Negative C. jejuni NSI NT C. coli C. coli
    1598 Negative C. jejuni NSI C. species C. coli C. coli, presumably mixed with another Campylobacter sp.
    1910 Negative C. jejuni NSI C. jejuni Negative C. jejuni
MSM negative/routine culture non-C. jejuni Campylobacter spp. positive
    1302 Negative C. coli NSI C. coli C. coli C. coli
    1403 Negative C. coli NSI NT C. coli C. coli
    1873 Negative C. coli NSI C. coli C. coli C. coli
a

NSI, no strain isolated; NT, not tested due to the absence of growth of the stored isolate.

Campylobacter spp. were also isolated by routine culture from seven specimens with negative MSM results. Identification of the strains in these seven specimens yielded C. jejuni on four occasions and C. coli on the remaining three. The isolated strains and the original stool DNA extracts from these specimens were subjected to the same testing strategy mentioned above for the specimens that were MSM positive and routine culture positive for non-C. jejuni Campylobacter spp., and the results are also shown in Table 4. Of the four cases identified by routine culture to be C. jejuni, the results for only one case could be confirmed by the additional PCR testing. In all three other cases, the PCRs identified C. coli rather than C. jejuni, although in one case another Campylobacter sp. which could not be identified as C. coli or C. jejuni may have been present. The last three specimens identified to contain C. coli by routine culture were confirmed to be C. coli positive by the additional PCR testing.

Other microbiological findings.

Additional microorganisms other than S. enterica and Campylobacter spp. were identified in 194 of the 2,067 stool specimens examined by routine diagnostic procedures. Among these 194 specimens, the following groups of microorganisms were identified as single infections: pathogenic bacteria (n = 20), viruses (n = 3), and intestinal parasites (n = 140).

The following mixed infections were identified at the indicated frequencies: double infections by intestinal parasites, n = 21; double infections by a bacterial species and an intestinal parasite, n = 6; bacterial species and two intestinal parasites, n = 1; three intestinal parasites, n = 2; and four intestinal parasites, n = 1.

In addition, two other mixed infections involving Salmonella spp. and/or C. jejuni were identified during this study and consisted of one case of mixed infection with S. enterica serovar Typhi and C. jejuni and one case of mixed infection with serovar Typhi and serovar Saint Paul. Both of these cases were identified by the MSM and routine culture approaches.

DISCUSSION

In the present study we have assessed the feasibility of an MSM for the detection of the two gastrointestinal bacterial pathogens S. enterica and C. jejuni. Stool specimens were first screened by real-time PCR, and subsequently, cultures were inoculated only after a positive or inhibited MSM result was obtained. The MSMs proved to be significantly more sensitive that the traditional culture approaches. The rates of detection of S. enterica and C. jejuni improved by 15% to 18%. Previous studies have also shown improvements in the rates of detection of gastrointestinal pathogens (7, 17, 22, 24, 26).

In our study, only 4 specimens of the 266 true-positive specimens were detected by routine culture and not by the MSM approach, and all these specimens contained C. jejuni, based upon their initial identification. However, subsequent retesting of the isolated strains and/or stool DNA extracts showed no evidence for C. jejuni in three of these four specimens. This makes the results of the initial hippurate hydrolysis testing at least questionable. It has been reported by others that false-positive hippurate hydrolysis results can be obtained, and it has been hypothesized that this may be the result of the transfer of amino acids or peptides from the culture media or their production during the incubation (8, 19). If this is the case, the MSM would have missed only a single C. jejuni-positive stool specimen among the 195 confirmed cases, increasing the sensitivity and the NPV of the C. jejuni MSM to 99.5% and 99.9%, respectively. However, we cannot rule out the possibility that the initial identification was correct and that in fact these three specimens were mixed C. jejuni-C. coli infections.

The main advantage of the MSM is the speed in which definitely negative samples can be identified at a confidence higher than that for routine culture. During our study, the MSM generated negative results within a mean 1.5 days after the specimen was received by the laboratory, which is nearly 2.5 days earlier than the time to negative results by routine culture. These data confirm the hypothesized speed of the MSM in routine practice. With regard to generating final positive results, the MSM was slightly slower than routine culture (6.9 to 6.3 days and 5.2 to 4.4 days, respectively), resulting in average delays of 1.7 and 2.0 days for S. enterica and C. jejuni, respectively. A delay of 1 day is expected for both MSMs, as the MSMs have to wait for the PCR results before cultures can be inoculated. The further delay was most likely caused by the fact that VITEK 2 system identification and resistance profiling for S. enterica strains positive by MSM was usually performed overnight, since the isolates were identified in the afternoon. This was mandatory due to the fact that the MSM approach was carried out by a single technician, and therefore, all culture handlings took place after the PCR was performed. In addition, MSM cultures were prone to increased hands-on time due to the fact that they were performed by technicians who normally do not perform routine cultures for S. enterica and C. jejuni. When these MSM cultures are performed by routine technicians, it is, however, expected that the total delay will be no more than the 1 day introduced by PCR. On the other hand, due to the high specificities and PPVs of the MSMs, preliminary positive results based on the real-time PCR results can be reported to the attending physician with a high degree of confidence. These preliminary positive results were reported, on average, 3.8 and 2.9 days earlier than the final routine culture results for S. enterica and C. jejuni, respectively.

Another advantage of using the MSM approach is that it increases the overall sensitivity. The subsequent culturing upon a positive MSM result yielded in total 19 additional culture-positive specimens not detected by routine culture. This may be explained by the fact that a technician might be tempted to look more intensively for a suspicious colony because the MSM already flagged a specimen as positive, whereas in routine culture, the time pressure introduced by the overall workload may prevent such a more thorough search.

An interesting observation made during this study was the identification of several mixed C. jejuni-C. coli infections. Although in both separate approaches these mixed infections would not have been noticed, the discrepancy analysis was able to reveal their existence. Others have also reported mixed C. jejuni-C. coli infections in human patients with a similar prevalence (19, 24), as well as in cultures originating from food production animals or poultry and raw meat from retail sales outlets (8, 12, 20). Our results confirm the findings described in those previous reports and indicate that mixed Campylobacter infections do occur in about 1 to 5% of the laboratory-confirmed cases of Campylobacter-associated gastroenteritis.

Although PCR inhibition can pose a serious problem for the molecular-based screening of stool specimens, the methods used in our study proved to be insensitive to PCR inhibition. This is important if the MSM approach is to be implemented in the routine laboratory, as inhibited specimens still need to be cultured, whereas one of the main goals of the MSM is to reduce the TAT and the workload involved with stool cultures. Furthermore, the inhibition rates reported in this work (3.7% after initial testing, 1.8% after retesting) are regarded to be excellent. Others have reported inhibitions rates of 8 to 15% at similar input levels (4, 6, 15) and 1 to 63% at lower input levels (15, 28).

On the basis of the data presented here, the introduction of an MSM for routine processing of stool specimens in the clinical microbiology laboratory is feasible. However, to accommodate the introduction of an MSM in the routine laboratory, several adaptations to the format presented here may be necessary. First of all, to obtain an improved success rate with the subsequent isolation of C. jejuni from MSM-positive specimens, the delay in the inoculation of the stool specimens must be limited at most to 1 day after the specimen is received by the laboratory. To accommodate this, specimens received on a Friday and during the weekend should be inoculated for C. jejuni culture as soon as possible. On the other hand, the MSM approach could also be performed during the weekends and not only on weekdays, as was the case in our study. However, this will need a change in laboratory management, as most microbiology laboratories offer only limited services during the weekend. Furthermore, it is advisable to incorporate tests for other gastrointestinal pathogens into the MSM in an attempt to further decrease the culture workload involved with the testing of stool specimens. Multiplexing of the different MSMs seems to be mandatory because with the increase in the number of screened targets, the throughput per real-time PCR run is diminished, which may prove to be limiting from the perspective of the high workload needed to process all stool specimens sent to the laboratory, especially during the seasonal peaks. Automation of the DNA extraction process may also be considered to decrease the hands-on time required by the technicians performing the MSM.

In conclusion, our data indicate that an MSM approach for the screening of stool specimens for gastrointestinal pathogens in a routine clinical microbiology laboratory is feasible and that the introduction of MSM will result in faster reporting of the final results for negative specimens, as well as preliminary positive results, and with only minimal delay in the reporting of the final results for positive specimens. In addition, the MSM will significantly improve the performance of the screening of stool specimens with regard to sensitivity, whereas the specificity, PPV, and NPV will also be improved, although to a smaller extent. We are currently conducting further research on automated extraction and multiplex real-time PCR to accommodate the introduction of an MSM for stool specimens in our routine laboratory.

Acknowledgments

Hans Wilke of the Laboratory for Medical Microbiology, Twente Achterhoek, Enschede, The Netherlands, is kindly acknowledged for providing the primers and probe for the C. jejuni and C. coli confirmation real-time PCR assays. Wim Ang (Department of Medical Microbiology, Erasmus University Medical Center) is acknowledged for generously providing the Penner serotype C. jejuni strains. We also acknowledge Alex van Belkum for critical reading of the manuscript and his helpful discussions and suggestions.

This study was supported in part by bioMérieux Benelux BV.

Footnotes

Published ahead of print on 5 September 2007.

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