The objective of this study was to compare the population biology of antimicrobial resistant (AR) Campylobacter coli isolated from swine reared in the conventional and antimicrobial-free (ABF) swine production systems at farm, slaughter and environment. A total of 200 C. coli isolates selected from fecal, environmental, and carcass samples of ABF (n = 100) and conventional (n = 100) swine production systems were typed by multilocus sequence typing (MLST). Sequence data from seven housekeeping genes was analyzed for the identification of allelic profiles, sequence types (STs) and clonal complex determination. Phylogenetic trees were generated to establish the relationships between the genotyped isolates. A total of 51 STs were detected including two novel alleles (glnA 424 and glyA 464) and 14 novel STs reported for the first time. The majority of the C. coli isolates belonged to ST-854 (ABF: 31, conventional: 17), and were grouped in clonal complex ST-828 (ABF: 68%, conventional: 66%). The mean genetic diversity (H) for the ABF (0.3963+/−0.0806) and conventional (0.4655+/−0.0714) systems were similar. The index of association () for the ABF ( = 0.1513) and conventional ( = 0.0991) C. coli populations were close to linkage equilibrium, indicative of a freely recombining population. Identical STs were detected between the pigs and their environment both at farm and slaughter. A minimum spanning tree revealed the close clustering of C. coli STs that originated from swine and carcass with those from the environment. In conclusion, our study reveals a genotypic diverse C. coli population that shares a common ancestry in the conventional and ABF swine production systems. This could potentially explain the high prevalence of antimicrobial resistant C. coli in the ABF system in the absence of antimicrobial selection pressure.
Citation: Quintana-Hayashi MP, Thakur S (2012) Phylogenetic Analysis Reveals Common Antimicrobial Resistant Campylobacter coli Population in Antimicrobial-Free (ABF) and Commercial Swine Systems. PLoS ONE 7(9): e44662. doi:10.1371/journal.pone.0044662
Editor: Maria-Jose Figueras, Unidad de Microbiología, Facultad de Medicina Universidad Rovira, Spain
Received: May 29, 2012; Accepted: August 6, 2012; Published: September 12, 2012
Copyright: © Quintana-Hayashi, Thakur. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. This study was funded by the USDA-National Research Initiative grant, USDA-National Integrated Food Safety Initiative grant and the College of Veterinary Medicine at NC State University grant.
Competing interests: The authors have declared that no competing interests exist.
Campylobacter is one of the leading causes of foodborne diarrheal illness in the U.S. and a significant public health concern worldwide . The majority of human cases are attributed to C. jejuni, although human infections due to C. coli are estimated to be underreported . Food animals like poultry, cattle and swine are common hosts and important reservoirs of Campylobacter species. Swine are known to be a main animal reservoir of C. coli ,while C. jejuni is prevalent in poultry  and cattle .
The use of antimicrobials in food animals for disease treatment, prophylaxis, and to enhance animal growth ,  has been under scrutiny due to associations with the development of resistant bacteria to important antimicrobials in human medicine . Antimicrobial resistant (AR) Campylobacter have been shown to be shed by swine, poultry, and cattle reared in conventional production systems that use antimicrobials for treatment and growth promotion –. However, studies have demonstrated that AR Campylobacter strains are also prevalent in farm animals from antimicrobial-free (ABF) and organic production systems , . Concerns of C. coli as a zoonotic pathogen have been highlighted due to the presence of AR strains in higher frequency than C. jejuni . C. coli from swine have exhibited a diversity of multidrug-resistant (MDR) profiles that persist throughout the production stages at farm and slaughter, even in the absence of antimicrobial selection pressure . The prevalence of C. coli strains exhibiting higher frequency of resistance to antimicrobials than C. jejuni further highlights the importance of conducting molecular epidemiologic studies of this zoonotic pathogen.
Multilocus sequence typing (MLST) has been a valuable technique for the determination of epidemiological associations between human Campylobacter cases and sources of infection , as well as for the characterization of bacterial population structures . MLST schemes have been developed for C. jejuni  and C. coli  among various bacterial species, indexing variation in seven housekeeping genes. This method has several advantages, among which are the generation of portable data, and the availability of a centralized internet database . Previous work performed by our laboratory have used MLST for molecular epidemiologic studies of C. coli in swine , , , and for the genotyping of human and retail meat isolates .
We recently reported the high prevalence of MDR C. coli from pigs reared in conventional and ABF production systems at farm, slaughter, and the environment. To better understand the persistence of MDR C. coli strains in swine production, we proposed to genotypically characterize the C. coli population in the ABF and conventional swine production systems at farm, slaughter and environment using MLST. An important objective was to determine whether the same C. coli population existed in the two production systems, and whether the presence or absence of antimicrobial use selected for a particular population subset. Our aim was to determine (i) the genetic variability or similarity of the ABF and conventional C. coli populations, (ii) whether the phenotypic diversity of C. coli observed at farm, slaughter, and environment is replicated at the genotypic level, and most importantly (iii) the role played by the environment as a potential reservoir of MDR C. coli for pigs at farm and slaughter in the two production systems.
Materials and Methods
Origin of C. coli Isolates
The C. coli isolates were recovered as part of a two year longitudinal study involving pigs reared in two distinct production systems in North Carolina. Pigs reared under the conventional systems received antimicrobials for therapeutic and growth promotion purposes, while in ABF systems there was absence of antimicrobial use. The details regarding antimicrobials administered to conventional pigs, sample collection, C. coli prevalence in pigs at farm, slaughter, and their environment, and phenotypic and molecular characterization of isolates were previously reported . Briefly, a total of thirty conventional and eight ABF farms were selected for sampling. Fecal samples from cohorts of 35 pigs and their environment (feed, water, soil, drag swabs, lagoon, and truck swabs) were collected from sows post-farrowing and piglets (7-to-10 days of age), twice at the nursery stage (4 and 7 weeks of age), and twice again at the finishing (16 and 26 weeks of age) stages. Sampling of carcasses from the same cohort of pigs (post-evisceration and post-chill) and mesenteric lymph nodes (MLN) was completed, while the lairage and truck swab samples were collected as part of the slaughter environment.
Overall, the Campylobacter prevalence on farm was 69.3% in the pigs (ABF: 72.9%, conventional: 66.6%) and 26.3% in their environment (ABF: 20.5%, conventional: 29.9%). The Campylobacter prevalence at slaughter was 23% in carcass (ABF: 27.6%, conventional: 19.8%) and 16.1% at the slaughter plant environment (ABF: 14.8%, conventional: 17.8%). C. coli was the predominant Campylobacter species identified (99.7%) out of the 2,908 that were isolated. The rest of the isolates (0.3%) corresponded to C. jejuni.
Multilocus Sequence Typing
A total of 200 C. coli isolates (Table S1) were selected for MLST representing swine and environmental isolates at farm (farrowing, nursery, and finishing stages), and slaughter (carcass and environment) of the ABF (n = 100) and conventional (n = 100) production systems. Isolate selection was representative of the total number of isolates and antimicrobial susceptibility phenotypes of different swine cohorts at farm, slaughter, and environment. Bacterial DNA was purified with a DNeasy Blood & Tissue kit (Qiagen, Valencia, CA) and quantitated (NanoDrop 2000c; Thermo Scientific Inc., Waltham, MA). DNA purity was assessed based on the A260/A280 ratio. Seven housekeeping genes (aspA, glnA, gltA, glyA, pgm, tkt, uncA) between 402–507 bp were PCR amplified as previously described for C. coli MLST typing . PCR products were enzymatically purified (ExoSAP-IT; Affymetrix Inc., Santa Clara, CA) prior to sequencing. Sequencing reactions consisted of 1 µl BigDye (Applied Biosystems, Carlsbad, CA), 1 µl of cleaned PCR product (6–7 ng/µl), 1 µl 3.2 pmol sequencing primer, 2 µl of 5× buffer, and dH2O to a final volume of 10 µl. Cycle sequencing of cleaned reactions (CleanSEQ; Beckman Coulter, Brea, CA) was performed in a ABI 3730×l DNA Analyzer (Applied Biosystems), and sequencing parameters consisted of 96°C for 1 min, 25 cycles of 96°C for 10 s, 50°C for 5 s, and 60°C for 4 min. Final hold was at 4°C.
Genetic Diversity and Phylogenetic Analysis
Sequence data from the ABF and conventional C. coli isolates was analyzed and queried against the Campylobacter database at http://pubmlst.org/campylobacter for the determination of allelic profiles. New allele sequences and sequence types (STs) were submitted at http://pubmlst.org and incorporated in the Campylobacter database. The genetic diversity at individual loci, mean genetic diversity (H) and standardized index of association () between loci were calculated with LIAN program version 3.5 . Linkage equilibrium, characterized by statistical independence of alleles at all loci and indicative of a freely recombining population, was determined by an equal to zero. Related STs corresponding to C. coli isolates from ABF and conventional production systems were grouped and predicted founders were identified using eBURST v3 algorithm . Groups of STs were defined under a conservative approach by sharing alleles at ≥6 of the 7 loci. The ratio of non-synonymous to synonymous substitutions per site (dN/dS) were computed in S.T.A.R.T.2 software  using the Nei-Gojobori method. A radial neighbor-joining tree was elaborated with the concatenated allele sequences in MEGA software version 5.0  for the unique STs in the ABF and conventional production systems. BioNumerics version 6.6 (Applied Maths Inc., Austin, TX) was utilized in the construction of a minimum spanning tree with the complete ABF and conventional C. coli ST data.
Multilocus Sequence Typing (MLST) of C. coli Isolates
A total of 51 STs were observed, with unique STs (detected only in specific production systems) in ABF (n = 13) and conventional (n = 32) C. coli isolates. Two novel C. coli alleles (glnA 424 and glyA 464) and 14 novel STs (ABF, n = 2; conventional, n = 12) were identified and reported for the first time. These new STs were identified at farm, slaughter, and environment of ABF and conventional production systems. Common STs were detected between ABF and conventional C. coli isolates at farm, slaughter and/or environment as described in Table 1.
Table 1. Common STs between ABF and conventional C. coli isolates.doi:10.1371/journal.pone.0044662.t001
Clonal complex ST-828 was the single lineage identified and was represented by 68% of the ABF and 66% of conventional C. coli isolates. ST-854 was the most prevalent ST in both production systems (ABF: 31%, conventional: 17%). STs belonging to ABF C. coli isolates were assigned by eBURST to one main group formed by 58 isolates and 11 STs, with ST-828 as the predicted founder of the group. Conventional C. coli STs were assigned to two groups. The primary founder for the first group was ST-1096, and the group was constituted by 75 isolates and 22 STs. Alternatively, a presumed founder was not identified for the second group due to the limited number of STs (n = 2). Eight ABF and 14 conventional STs were considered as singletons.
Genetic Diversity of C. coli from ABF and Conventional Systems
Genetic diversity at individual loci for the ABF and conventional C. coli allelic profiles is shown in Table 2. We detected a mean genetic diversity (H) of 0.3963+/−0.0806 and 0.4655+/−0.0714 among C. coli isolates from the ABF and conventional production systems, respectively. A greater difference in genetic diversity was observed in the pgm (ABF: 0.0396, conventional: 0.3448), tkt (ABF: 0.6135, conventional: 0.7042), and uncA (ABF: 0.5228, conventional: 0.6121) genes. Allelic diversity was higher in the glyA locus of both systems with a greater number of alleles (ABF: 6, conventional: 7). The index of association () close to zero indicated that the C. coli populations were in proximity to linkage equilibrium (ABF: 0.1513, conventional: 0.0991). The non-synonymous to synonymous substitution ratio (dN/dS) was determined to be less than one at each locus as shown in Table 2. Testing for selection suggested that nucleotide changes observed did not result in amino acid changes.
Table 2. Genetic diversity of C. coli from ABF and conventional production systems.doi:10.1371/journal.pone.0044662.t002
Distribution of C. coli STs and AR Profiles at Farm, Slaughter and Environment
Clonal complex ST-828 consisted of AR and pansusceptible C. coli strains from the ABF and conventional production systems. At farm, predominant ST-854 was observed in C. coli isolates from five ABF cohorts (A2, A3, A4, A5, and A8) and their environment (Table S1). Within an ABF cohort, ST-854 was found at farm, in swine and environmental isolates, and at slaughter in carcass only. The majority of ABF isolates with ST-854 were associated with MDR profiles (AZI-ERY-TEL-CLI, n = 7; and AZI-ERY-TET, n = 2), TET resistance (n = 16). Conventional isolates assigned to ST-854 were also distributed at farm (n = 10) and slaughter (n = 3) however, the majority were observed in the respective environments. Conventional C. coli isolates with ST-854 predominantly exhibited the MDR phenotype CIP-TET-NAL (n = 10).
ST-1186 was mainly distributed in two ABF cohorts (A6 and A7) at farm, from farrowing to finishing, and at slaughter. MDR profiles belonging to ST-1186 were AZI-ERY-TET-TEL (n = 14), and AZI-ERY-TET (n = 3). Resistance to seven antimicrobials (AZI-CIP-ERY-TET-NAL-TEL-CLI) was observed in ABF C. coli isolates (n = 3) with ST-5377, which was able to persist from farm to slaughter.
Slaughter carcasses presented unique STs (n = 5) absent at the farm and slaughter plant environment. The majority of these STs (n = 4) were from C.coli strains exhibiting resistance to TET, AZI-ERY-TET-TEL-CLI, AZI-ERY-TET and AZI, ERY, TET, TEL. C. coli isolates from ABF lairage presented a greater diversity of STs (n = 8) compared to conventional lairage isolates (n = 3). Furthermore, half of the ABF lairage STs (n = 4) exhibited MDR profiles (ST-1068, AZI-ERY-CLI; ST-1096, AZI-ERY-TEL-CLI; ST-1186, AZI-ERY-TET-TEL; ST-5377, AZI-CIP-ERY-TET-NAL-TEL-CLI). Lairage and truck isolates from the slaughter plant environment of both production systems presented unique STs that were not observed previously at farm (ABF: 4; conventional: 4).
Phylogenetic Analysis of ABF and Conventional C. coli STs
The evolutionary relationships of the unique ABF (n = 13) and conventional (n = 32) C. coli STs, exclusive to either production system, are represented in a radial neighbor-joining tree (Figure 1). These unique STs were observed in ABF and conventional C. coli isolates at farm, slaughter and environment after repeated sampling. The phylogenetic tree displays the close clustering of these ABF and conventional STs with overlap suggesting genetically similar populations. As the tree branch lengths are equivalent to the evolutionary distances, divergence of some of the conventional and ABF C. coli STs from the main cluster is observed. This is suggestive of rapidly evolving C. coli STs at farm and slaughter. Reference is made to the distant cluster formed by ST-5770, ST-1827, ST-1109, ST-5772, which included only conventional MDR C. coli strains. When queried against the MLST database, these C. coli STs revealed shared allele’s (aspA 33, glnA 153, glnA 39, and gltA 30) with C. jejuni isolates from U.S. cattle and humans. Other outlier STs were observed in ABF (ST-5766, ST-1450, and ST-5764) and conventional (ST-5248, ST-1097, and ST-4938) C. coli isolates. The minimum spanning tree (Figure 2) created with all the ABF and conventional C. coli ST data revealed the close clustering of swine and carcass STs with those of the environment at farm and slaughter, the majority of which exhibited one allele difference. As shown in this figure, several STs (ST-854, ST-1068, ST-1096, ST-1185, ST-1186) shared isolates from farm, slaughter, and environment of ABF and conventional production systems.
Figure 1. Radial neighbor-joining tree of the unique ABF and conventional C. coli STs.
ABF and conventional STs are represented by red and blue circles, respectively.doi:10.1371/journal.pone.0044662.g001
Figure 2. Minimum spanning tree (MST) of C. coli isolates from ABF and conventional production systems.
Each ST is represented by a node. The size of each node is proportional to the number of strains that comprise that ST. Pie charts with differential colors represent C. coli sources: ABF pigs and carcass (purple), ABF environment at farm and slaughter (yellow), conventional pigs and carcass (red), and conventional environment at farm and slaughter (green). Allele differences are represented by thick bold branch lines (single locus variants), thin continuous lines (double locus variants), and dashed lines (three allele differences). Unique STs of the pigs, carcass, and environment at farm and slaughter from ABF and conventional systems were distinguished by single colored nodes.doi:10.1371/journal.pone.0044662.g002
There has been extensive debate regarding associations of antimicrobial use in food animals and the development of antimicrobial resistant bacterial strains that can be transferred to humans . In the U.S swine industry antimicrobials are commonly used for therapeutic and non-therapeutic purposes like growth promotion , . There has been tremendous pressure on the food animal industry to withdraw the use of sub-therapeutic doses of antimicrobials for growth promotion purposes. A subsequent outcome due to increasing trends in AR bacterial pathogens has been the growth of the organic and ABF food animal industry which prohibits the use of antimicrobials for growth promotion. We recently reported the high prevalence of AR C. coli isolated from ABF pigs at farm and slaughter that were never exposed to antimicrobials .
Consequently, we aimed to determine the population structure of C. coli isolated from ABF reared pigs, and compared it to the C. coli population recovered from conventional reared pigs using MLST. The phenotypic diversity of AR C. coli from ABF and conventional systems was confirmed at the genotypic level. The linkage equilibrium values of the two C. coli swine populations were suggestive of a recombining and weakly clonal population. Based on estimates, a lower degree of clonality was observed when compared to results from a previous study (ABF: 0.279, conventional: 0.535) in the same geographic region , albeit from different swine farms, no environmental isolates studied, and almost eight years of difference with the present study. The weakly clonal population of C. coli contrasts with with highly clonal bacterial populations like those of Escherichia coli and Salmonella . Recombination has proven to be higher in C. coli when compared to C. jejuni with a more efficient exchange of alleles , . The observation of more novel STs compared to alleles also suggests that recombination events are more prone to occur than mutations. The majority of these novel STs belonged to MDR C. coli strains at farm, slaughter, and environment. Recombination could explain the genetic diversity observed in AR C. coli from ABF and conventional swine systems, which can rapidly occur even in the absence of selective pressure .
Clonal complex ST-828 was the single lineage identified in ABF and conventional C. coli isolates. This genotypic group seemed to be very well adapted in these two swine productions systems as previously reported , with a similar distribution at farm, slaughter, and environment. In the U.S, swine is the main source representing this lineage followed by chickens, cattle and sporadic human cases , . Within this lineage is ST-854, a prevalent ST in ABF and conventional C. coli isolates, which in the U.S has been exclusively reported in pigs , . Niche adaptation of clonal complexes has also been described in C. jejuni isolated from humans, poultry, cattle, and sheep . In our study, ST-1096 (member of the ST-828 complex) was identified as the predicted founder for C. coli from conventional production systems. This ST is present in pigs, chickens, human stools, and environmental waters (http://pubmlst.org/campylobacter). A high frequency of C. coli ST-1068 from ABF swine farms was observed, even though cattle have been reported as the major source of this ST . In the present study, half of the ABF swine farms sampled raised cattle in their fields, representing a potential for the exchange of C. coli between cattle and pigs.
Identical STs were observed in C. coli isolates from ABF and conventional farm, slaughter, and environment. This was also true between different farms within a production system, suggesting these STs were stable enough to persist and disseminate throughout the different production stages at farm. Pigs from the same cohort also shared the same STs at farm. Novel STs were well adapted to either one of the production systems, while others like ST-854 were detected in both. Sow and piglet STs were diverse enough that genotypic similarities between them were not observed in the majority of the ABF and conventional isolates. This is consistent with previous work where sows and piglets from the same barn did not share the same genotypes by pulse field gel electrophoresis . As previously described , associations between ST and AR profile could not be established in our study. C. coli isolates with the same ST could exhibit resistance to multiple AR profiles and vice versa. An exception was the ABF MDR pattern resistant to seven antimicrobials AZI-CIP-ERY-TET-NAL-TEL-CLI, which was exclusively observed in isolates with ST- 5377.
We identified diverse STs at the ABF and conventional slaughter plants. In particular, the ABF lairage displayed more STs from AR C. coli strains than the conventional lairage. These STs were unique and not observed at the farm level, suggesting the lairage is a potential place for the transmission of AR C. coli between pigs from different ABF farms. Unique STs absent at farm or at the slaughter plant environment were also observed in C. coli isolates from ABF and conventional swine carcasses at post-evisceration, post-chill, and in MLN samples. It was interesting to note that these diverse C. coli STs exhibited varied AR profiles (AZI-ERY-TEL-CLI, AZI-ERY-TET, and AZI-ERY-TET-TEL). Furthermore, some of these STs were present within the same cohort of pigs at different slaughter stages including post-chill, signaling cross-contamination of carcasses with MDR C. coli at the slaughter plant level. Genotypes specific to the slaughter plant demonstrate that pigs that do not carry MDR C. coli at farm can acquire these AR strains during processing and present them at the final end product. Cross-contamination has also been associated with the slaughtering process of chickens . A study comparing Campylobacter genotypes from a chicken flock before and after slaughter revealed a greater diversity at this stage, with 48% of the carcass STs undetected prior to slaughter .
As demonstrated by our results, the swine environment plays a key role in the persistence of MDR C. coli strains at farm and slaughter despite distinct management practices. This is specifically important when we consider the presence of AR resistant C. coli strains in ABF pigs which are raised in the absence of antimicrobial exposure. AR C. coli strains were able to persist and disseminate in the absence of antimicrobial selection pressure, likely explained by a common population structure between C. coli from conventional and ABF systems. There was a clear overlap of swine and environmental STs, although we cannot ascertain the direction in which C. coli was transmitted. Additionally, the diversity of STs present in the environment at farm and slaughter, including unique STs, suggest the environment plays a role in increasing the genetic diversity, as has been previously reported .
In conclusion, phylogenetic analysis revealed a genotypically diverse C. coli population with the presence of C. coli isolates sharing a common ancestry in both production systems.
ABF and conventional C. coli isolate source, MLST data, and AR profiles.
The authors would like to thank the swine producer’s and swine processing facilities in North Carolina for sample collection. This publication made use of the Campylobacter Multi Locus Sequence Typing website (http://pubmlst.org/campylobacter/) .
Conceived and designed the experiments: ST. Performed the experiments: MQH. Analyzed the data: MQH. Contributed reagents/materials/analysis tools: MQH ST. Wrote the paper: MQH ST.
- 1. Mead PS, Slutsker L, Dietz V, McCaig LF, Bresee JS, et al. (1999) Food-related illness and death in the United States. Emerg Infect Dis 5: 607–625. doi: 10.3201/eid0505.990502
- 2. Gürtler M, Alter T, Kasimir S, Fehlhaber K (2005) The importance of Campylobacter coli in human campylobacteriosis: prevalence and genetic characterization. Epidemiol Infect 133: 1081–1087. doi: 10.1017/s0950268805004164
- 3. Thakur S, Gebreyes WA (2005) Campylobacter coli in swine production: antimicrobial resistance mechanisms and molecular epidemiology. J Clin Microbiol 43: 5705–5714. doi: 10.1128/jcm.43.11.5705-5714.2005
- 4. Hermans D, Pasmans F, Messens W, Martel A, Van Immerseel F, et al. (2012) Poultry as a host for the zoonotic pathogen Campylobacter jejuni. Vector Borne Zoonotic Dis 12: 89–98. doi: 10.1089/vbz.2011.0676
- 5. Grove-White DH, Leatherbarrow AJ, Cripps PJ, Diggle PJ, French NP (2010) Temporal and farm-management-associated variation in the faecal-pat prevalence of Campylobacter jejuni in ruminants. Epidemiol Infect 138: 549–558. doi: 10.1017/s0950268809991051
- 6. McEwen SA, Fedorka-Cray PJ (2002) Antimicrobial use and resistance in animals. Clin Infect Dis 34 Suppl 3: S93–S106. doi: 10.1086/340246
- 7. Dibner JJ, Richards JD (2005) Antibiotic growth promoters in agriculture: history and mode of action. Poult Sci 84: 634–643. doi: 10.1093/ps/84.4.634
- 8. Castanon JI (2007) History of the use of antibiotic as growth promoters in European poultry feeds. Poult Sci 86: 2466–2471. doi: 10.3382/ps.2007-00249
- 9. Châtre P, Haenni M, Meunier D, Botrel MA, Calavas D, et al. (2010) Prevalence and antimicrobial resistance of Campylobacter jejuni and Campylobacter coli isolated from cattle between 2002 and 2006 in France. J Food Prot 73: 825–831.
- 10. Gu W, Siletzky RM, Wright S, Islam M, Kathariou S (2009) Antimicrobial susceptibility profiles and strain type diversity of Campylobacter jejuni isolates from turkeys in eastern North Carolina. Appl Environ Microbiol 75: 474–482. doi: 10.1128/aem.02012-08
- 11. Quintana-Hayashi MP, Thakur S (2012) Longitudinal study of the persistence of antimicrobial-resistant Campylobacter strains in distinct swine production systems on farms, at slaughter, and in the environment. Appl Environ Microbiol 78: 2698–2705. doi: 10.1128/aem.07723-11
- 12. Rollo SN, Norby B, Bartlett PC, Scott HM, Wilson DL, et al. (2010) Prevalence and patterns of antimicrobial resistance in Campylobacter spp. isolated from pigs reared under antimicrobial-free and conventional production methods in eight states in the Midwestern United States. J Am Vet Med Assoc 236: 201–210. doi: 10.2460/javma.236.2.201
- 13. Tadesse DA, Bahnson PB, Funk JA, Thakur S, Morrow WE, et al. (2011) Prevalence and antimicrobial resistance profile of Campylobacter spp. isolated from conventional and antimicrobial-free swine production systems from different U.S. regions. Foodborne Pathog Dis 8: 367–374. doi: 10.1089/fpd.2010.0665
- 14. Luangtongkum T, Jeon B, Han J, Plummer P, Logue CM, et al. (2009) Antibiotic resistance in Campylobacter: emergence, transmission and persistence. Future Microbiol 4: 189–200. doi: 10.2217/174609184.108.40.206
- 15. Sheppard SK, Dallas JF, Strachan NJ, MacRae M, McCarthy ND, et al. (2009) Campylobacter genotyping to determine the source of human infection. Clin Infect Dis 48: 1072–1078. doi: 10.1086/597402
- 16. Dingle KE, Colles FM, Wareing DR, Ure R, Fox AJ, et al. (2001) Multilocus sequence typing system for Campylobacter jejuni. J Clin Microbiol 39: 14–23. doi: 10.1128/jcm.39.1.14-23.2001
- 17. Dingle KE, Colles FM, Falush D, Maiden MC (2005) Sequence typing and comparison of population biology of Campylobacter coli and Campylobacter jejuni. J Clin Microbiol 43: 340–347. doi: 10.1128/jcm.43.1.340-347.2005
- 18. Jolley KA, Maiden MC (2010) BIGSdb: Scalable analysis of bacterial genome variation at the population level. BMC Bioinformatics 11: 595. doi: 10.1186/1471-2105-11-595
- 19. Thakur S, Morrow WE, Funk JA, Bahnson PB, Gebreyes WA (2006) Molecular epidemiologic investigation of Campylobacter coli in swine production systems, using multilocus sequence typing. Appl Environ Microbiol 72: 5666–5669. doi: 10.1128/aem.00658-06
- 20. Thakur S, Gebreyes WA (2010) Phenotypic and genotypic heterogeneity of Campylobacter coli within individual pigs at farm and slaughter in the U.S. Zoonoses Public Health. 57 Suppl 1: 100–106. doi: 10.1111/j.1863-2378.2010.01363.x
- 21. Thakur S, White DG, McDermott PF, Zhao S, Kroft B, et al. (2009) Genotyping of Campylobacter coli isolated from humans and retail meats using multilocus sequence typing and pulsed-field gel electrophoresis. J Appl Microbiol 106: 1722–1733. doi: 10.1111/j.1365-2672.2008.04142.x
- 22. Haubold B, Hudson RR (2000) LIAN 3.0: detecting linkage disequilibrium in multilocus data. Linkage Analysis. Bioinformatics 16: 847–848. doi: 10.1093/bioinformatics/16.9.847
- 23. Feil EJ, Li BC, Aanensen DM, Hanage WP, Spratt BG (2004) eBURST: inferring patterns of evolutionary descent among clusters of related bacterial genotypes from multilocus sequence typing data. J Bacteriol 186: 1518–1530. doi: 10.1128/jb.186.5.1518-1530.2004
- 24. Jolley KA, Feil EJ, Chan MS, Maiden MC (2001) Sequence type analysis and recombinational tests (START). Bioinformatics 17: 1230–1231. doi: 10.1093/bioinformatics/17.12.1230
- 25. Tamura K, Peterson D, Peterson N, Stecher G, Nei M, et al. (2011) MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. Mol Biol Evol 28: 2731–2739. doi: 10.1093/molbev/msr121
- 26. Engberg J, Aarestrup FM, Taylor DE, Gerner-Smidt P, Nachamkin I (2001) Quinolone and macrolide resistance in Campylobacter jejuni and C. coli: resistance mechanisms and trends in human isolates. Emerg Infect Dis 7: 24–34. doi: 10.3201/eid0701.010104
- 27. Smith JM, Smith NH, O'Rourke M, Spratt BG (1993) How clonal are bacteria? Proc Natl Acad Sci U S A 90: 4384–4388. doi: 10.1073/pnas.90.10.4384
- 28. Gripp E, Hlahla D, Didelot X, Kops F, Maurischat S, et al. (2011) Closely related Campylobacter jejuni strains from different sources reveal a generalist rather than a specialist lifestyle. BMC Genomics 12: 584. doi: 10.1186/1471-2164-12-584
- 29. Litrup E, Torpdahl M, Nielsen EM (2007) Multilocus sequence typing performed on Campylobacter coli isolates from humans, broilers, pigs and cattle originating in Denmark. J Appl Microbiol 103: 210–218. doi: 10.1111/j.1365-2672.2006.03214.x
- 30. de Boer P, Wagenaar JA, Achterberg RP, van Putten JP, Schouls LM, et al. (2002) Generation of Campylobacter jejuni genetic diversity in vivo. Mol Microbiol 44: 351–359. doi: 10.1046/j.1365-2958.2002.02930.x
- 31. Miller WG, Englen MD, Kathariou S, Wesley IV, Wang G, et al. (2006) Identification of host-associated alleles by multilocus sequence typing of Campylobacter coli strains from food animals. Microbiology 152: 245–255. doi: 10.1099/mic.0.28348-0
- 32. Dingle KE, Colles FM, Ure R, Wagenaar JA, Duim B, et al. (2002) Molecular characterization of Campylobacter jejuni clones: a basis for epidemiologic investigation. Emerg Infect Dis 8: 949–955. doi: 10.3201/eid0809.020122
- 33. Hume ME, Droleskey RE, Sheffield CL, Harvey RB (2002) Campylobacter coli pulsed field gel electrophoresis genotypic diversity among sows and piglets in a farrowing barn. Curr Microbiol 45: 128–132. doi: 10.1007/s00284-001-0096-3
- 34. Johnsen G, Kruse H, Hofshagen M (2006) Genotyping of Campylobacter jejuni from broiler carcasses and slaughterhouse environment by amplified fragment length polymorphism. Poult Sci 85: 2278–2284. doi: 10.1093/ps/85.12.2278
- 35. Colles FM, McCarthy ND, Sheppard SK, Layton R, Maiden MC (2010) Comparison of Campylobacter populations isolated from a free-range broiler flock before and after slaughter. Int J Food Microbiol 137: 259–264. doi: 10.1016/j.ijfoodmicro.2009.12.021
- 36. Lévesque S, St-Pierre K, Frost E, Arbeit RD, Michaud S (2012) Use of amplified-fragment length polymorphism to study the ecology of Campylobacter jejuni in environmental water and to predict multilocus sequence typing clonal complexes. Appl Environ Microbiol 78: 2470–2473. doi: 10.1128/aem.06527-11