- Research article
- Open Access
Diversity of Clostridium perfringens toxin-genotypes from dairy farms
© The Author(s). 2016
Received: 14 April 2016
Accepted: 18 August 2016
Published: 30 August 2016
Clostridium (C.) perfringens is the causative agent of several diseases in animals and humans, including histotoxic and enteric infections. To gain more insight into the occurrence of its different toxin-genotypes in dairy herds, including those toxin genes previously associated with diseases in cattle or humans, 662 isolates cultivated from feces, rumen content and feed collected from 139 dairy farms were characterized by PCR (detecting cpa, cpb, iap, etx, cpe, and both allelic variants of cpb2).
Isolates from feces were assigned to type A (cpa positive, n = 442) and D (cpa and etx positive, n = 2). Those from rumen content (n = 207) and feed (n = 13) were all assigned to type A. The consensus and atypical variants of the cpb2 gene were detected in 64 (14.5 %) and 138 (31.22 %) of all isolates from feces, and 30 (14.5 %) and 54 (26.1 %) of all isolates from rumen content, respectively.
Both allelic variants of cpb2 occurred frequently in animals without signs of acute enteric disease, whereby the atypical variant dominated. Five (0.8 %) of all type A isolates were positive for the cpe gene. Therefore, the present study indicates that dairy cows are no primary source for potentially human pathogenic enterotoxin gene positive strains.
Clostridium (C.) perfringens is the primary cause of a range of diseases in animals and humans . Most important are gas gangrene, which occurs mainly after contamination of wounds with cells or spores , and enteric diseases that either solely affect the gut or in addition induce generalized symptoms, e.g. pulpy kidney disease in ruminants . It is classified into five types, A to E, depending on the production of four major toxins (alpha, beta, epsilon, and iota) [3, 4]. Distinct types of these are associated with certain diseases. In addition, clinical importance is attributed to the beta-2 and the enterotoxin, two of up to 12 potentially occurring minor toxins .
The alpha toxin is the major pathogenicity factor in gas gangrene. The coding gene (cpa) is chromosomally-located, highly-conserved, and therefore present in all C. perfringens strains . The second major toxin that is coded by cpb is the beta toxin. It is involved in necrotic enteritis in several species, including cattle, and enterotoxaemia like lamb dysentery . The third major toxin, the epsilon toxin coded by etx, is important for enterotoxaemia in sheep, goats, and less frequently in cattle . Type E that produces the iota toxin, which consists of two components coded by iap and ibp, was previously associated with enterotoxaemia in calves as well as in lambs and rabbits .
The role of the beta-2 toxin in intestinal diseases in different animal species is still not entirely clear . Until now, it has been demonstrated to be a key factor for enteritis in piglets [8, 9]. The reported frequencies for cattle and the conclusions drawn from different studies concerning its role, especially in enteric disease cases, differ widely . It is coded by the plasmid-borne cpb2 that occurs in two variants (consensus and atypical) . The most important minor toxin for human intestinal diseases is the enterotoxin. This toxin is coded by cpe that can be located on the chromosome or on a plasmid. It causes food poisoning, antibiotic-associated diarrhea, and sporadic diarrhea . In animals it was previously suspected of being associated with enteritis in several species, but its importance still remains unclear [5, 13]. C. perfringens was also suspected of being involved in the development of additional diseases, including an enterotoxaemia in calves as well as an acute necro-hemorrhagic enteritis in adult cattle [14, 15].
Till now studies on the diversity of C. perfringens types in mature dairy cattle testing for the coding genes of all above mentioned toxins are rare. Thus, within this study C. perfringens isolates, cultured from samples collected from a large number of dairy farms, were characterized by testing with a multiplex PCR for the four major toxin genes (cpa, cpb, iap, and etx) as well as the presence of the cpb2 (consensus and atypical variant) and cpe.
Fecal samples (n = 1388) from the rectum and rumen content (n = 1389) were collected from each of ten lactating cows from 139 dairy farms in Germany within a study examining the occurrence of Clostridium species in dairy herds. The study population was previously described by Seyboldt et al. . Feces and rumen content were transferred into 120 and 50 ml screw cap tubes, respectively. The texture was documented for each fecal sample. Additionally, 410 feed samples were collected (up to five per farm depending on the fed ration). All samples were immediately cooled at < 8 °C.
Anaerobic cultivation of Clostridium isolates was performed at the Institute for Microbiology, Department of Infectious Diseases, University of Veterinary Medicine Hannover. Fecal and ruminal fluid samples were directly spread on Schaedler agar plates (Becton Dickinson, Heidelberg, Germany) supplemented with 10 mg/l Vit K1 (Roth, Karlsruhe, Germany) and 5 % bovine blood (WDT, Memsen, Germany), and incubated at 37 °C for 48 h under anaerobic conditions. 25 g of each feed sample were transferred into 225 ml peptone water (Oxoid, Wesel, Germany) and suspended for 20 min in a shaking water bath at room temperature. Afterwards, 1 ml was transferred into liver-bouillon (Oxoid; Wesel, Germany). Additionally, 0.3-0.5 g of each feces and ruminal fluid was transferred into 8 ml liver-bouillon. Spores were selected by heating the bouillon at 80 °C for 10 min in a water bath, followed by incubation at 37 °C for 48 h. Afterwards, one loopfull was spread by dilution-streaking on Reinforced Clostridial Agar (Oxoid, Wesel, Germany) with 12 mg/l Kanamycin (AppliChem, Darmstadt, Germany), 75 mg/l Neomycin (Serva, Heidelberg, Germany) and 10 % bovine blood, as well as on Schaedler agar plates. These plates were then incubated anaerobically at 37 °C for 48 h. Colonies suspected of being Clostridium species were transferred to pure cultures. Simultaneously, all isolates were tested for growth under aerobic conditions. Only Gram-positive or -intermediate isolates showing no growth under aerobic conditions were transferred as pure cultures on Columbia agar plates containing sheep blood (Oxoid, Wesel, Germany) to the Institute of Food Quality and Food Safety, University of Veterinary Medicine Hannover for further investigation.
DNA isolation and amplification of 16S rRNA gene
Oligonucleotide primer for 16S rRNA gene amplification and sequencing
16S rRNA gene amplification primera
16S rRNA gene sequencing primerb
Oligonucleotide primers for C. perfringens toxin gene detection
Amplificationproduct size [bp]
Primer concentration [mM]
Coding toxin gene
Multiplex PCR (major toxin genes)a
Duplex PCR (minor toxin genes)a
Singleplex PCR for cpa detectionb
PCR for cpb2 variantsc
In total, 662 isolates of C. perfringens were cultured from samples from 129 farms. Of these, 442 originated from feces (from 378 individuals without changes in fecal texture and from 16 cows with diarrhea) and 207 from ruminal fluid (from 192 individuals). The 13 feed isolates were obtained from one potato pulp, one pressed pulp silage, and all others from grass silages cut at different times during the year and stored for variable periods, ranging from 8 up to 72 weeks.
With the PCR developed by Baums et al. , 17 (2.57 %) of the C. perfringens isolates were negative for all six toxin genes, also with repetition. Additional testing with the primers developed by Schlapp et al.  lead to a cpa positive result for all these 17 isolates. A positive result for the consensus cpb2 gene was obtained with the duplex PCR for 31 of the 662 isolates . In contrast, with the PCR that was additionally applied to target both allelic variants , 94 isolates (including all 31 positive using the duplex PCR assay) and 194 isolates were positive for the consensus and the atypical cpb2 gene, respectively.
Genotypes of C. perfringens present in feces, rumen content and feed
C. perfringens types
A + Aβ2c
A + Aβ2a
A + Ae
Aβ2c + Aβ2a
Studies on the occurring types of C. perfringens in mature dairy cattle including all toxin genes investigated within this study are rare. For the presence of the cpb2 and the cpe gene broad differences were reported for cattle [19–22]. Therefore, 662 C. perfringens isolates from dairy cattle were toxin genotyped to gain further insight into the presence of its different types on dairy farms.
Mainly C. perfringens type A was detected. This is the most frequently isolated type in samples of human, animal or environmental origin . Only two isolates (0.3 %) of all were designated to be C. perfringens type D (cpa and etx positive), which is known to cause enterotoxaemia in small ruminants. Additionally, reports exist which assume that it plays a role in disease in calves [5, 23, 24]. Both investigated type D positive cows showed no signs of acute disorders, similar to those described for disease in small ruminants affected by type D. Within this study, none of the investigated isolates carried genes for the beta or the iota toxin found in types B, C and/or E. Though, for example, iota toxin gene positive C. perfringens (type E) were previously detected in healthy calves as well as in those suffering from diarrhea .
The beta-2 toxin is known to be associated with enteritis in piglets and a causative role of it in enteric disease of calves was assumed [8, 9, 26]. Of all isolates cultured in this study, 202 (45.7 %) and 82 (39.6 %) obtained from feces and rumen content harbored the cpb2 gene, respectively. A similar rate (46 %) was found by Lebrun et al. who investigated isolates obtained from 14 healthy calves . A screening conducted in North America for cpb2 in field isolates obtained from clinical laboratories detected the gene in 12.8 % of all isolates from cattle (including isolates from animals of all ages with and without enteric disease) . Within that study a much higher rate of 47.3 % in isolates from calves suffering from enteric disease was found. This was mainly due to the high detection rate in type E isolates (97.3 %). A previous study conducted in Belgium, detected this gene in around 30 % of all isolates that were obtained equally from around 60 % of all healthy and diarrheic calves . Gurjar et al. investigated feces of cows from seven dairy farms and found the toxin gene in 68 % of all C. perfringens positive fecal samples . Within the present study we distinguished between both allelic variants of cpb2. The so called atypical cpb2 was detected as well in feces as in rumen content about twice as often as the consensus variant. Previous studies found that in porcine isolates the consensus variant occurs more frequently . In contrast, in isolates of non-porcine origin the atypical variant is more common, whereby variations exist between different animal species [11, 28]. Until now mainly small numbers of isolates obtained from cattle have been investigated discriminating between the two allelic variants of this gene. Jost et al. tested 24 isolates from cattle and found the atypical cpb2 in seven of ten type A, both type C and 12 of 12 type E strains . Kircanski et al. tested bovine isolates and found the consensus and the atypical variant in 1 and 5 of 11 isolates, respectively . The study from Lebrun et al. focusing on calves suffering from diarrhea detected in these solely the consensus variant . Also, in isolates obtained from eight healthy calves the consensus variant (67.5 %) was detected more frequently than the atypical allele (32.5 %). One larger study was carried out on 218 bovine C. perfringens isolates from healthy cattle and animals suffering from acute enteric disease . Deviating from the present study, Schlegel et al. found in 13 % of all isolates the atypical variant, but in none the consensus cpb2. Despite the varying detection frequencies, our results and those of previous studies demonstrate that both allelic variants occur frequently in cattle, whereby the atypical cpb2 seems to dominate.
Human enteric diseases, due to C. perfringens, are mainly caused by strains producing the enterotoxin . These food poisoning strains are among those pathogens most frequently associated with foodborne illnesses [12, 30]. cpe was only detected in five (0.8 %) of all investigated isolates in the present study indicating that dairy cows are no primary source for these food poisoning strains. Kukier et al. reported similar findings of 0.34 % cpe positive isolates from bovine fecal samples . A higher rate was reported by Gurjar et al. , who found the enterotoxin gene in 4.6 % of all PCR positive fecal samples from dairy cows in Pennsylvania, USA. Miwa et al. even reported a rate of 26 % cpe positive feces of healthy slaughter cattle in Japan using nested PCR . Most studies on the epidemiology of enterotoxigenic C. perfringens in farm animals did not recover isolates, and therefore Lindstroem et al. presumed that maybe unspecific amplification lead to the finding of high rates [12, 22]. In contrast, within the present study only cultured isolates confirmed to be C. perfringens were tested for the presence of cpe. Differences between studies may also display the reported divergence in detection of C. perfringens toxin types in sample material of different geographical locations, as suggested for cpb2 positive isolates .
C. perfringens was found not only ubiquitous in feces but also in rumen content of cows within this study. This is to the authors knowledge the first investigation, that toxinotyped such a large number of C. perfringens isolates (n = 207) obtained from rumen content of cows. From this matrix only type A was cultured. A few isolates were tested positive for cpe and a larger amount for consensus or atypical cpb2.
Due to the culture conditions, not specifically selective for C. perfringens, isolates were obtained from fewer samples than it could have been expected with a more selective method. Nonetheless, most previous studies tested field isolates (often from animals with acute enteric disease) or isolates from calves. In contrast, this study examined a large number of isolates obtained from mature dairy cattle. Diarrhea was considered within this study as a sign of acute enteric disease. Thus, typing results of fecal samples of these animals are presented separately (Table 3), although the study was not carried out to determine differences between cows with diarrhea and those without. No considerable differences were detected between fecal samples of animals showing diarrhea and those without.
With the PCR developed and validated by Baums et al. , 17 (2.57 %) of all C. perfringens, that had previously been identified on the basis of 16S rRNA gene sequencing, gave negative results for the cpa gene. As it is known to be chromosomally coded and highly conserved, all C. perfringens isolates are expected to carry this gene . Therefore, an additional PCR was applied using previously published primers to test the negative isolates for the presence of the cpa gene. With the primers developed by Schlapp et al.  all isolates that were negative with the first primer set gave positive results. Also other authors found small numbers of presumed cpa negative isolates of animal origin [29, 31]. When tested with another PCR, these isolates of those previous studies may also give positive results. A possible reason for these negative PCR outcomes may be nucleotide variations in the primer binding region . C. perfringens confirmation is often done by detection of the cpa gene. Considering that around 2.6 % of the investigated isolates gave false negative results using one PCR assay, this point needs attention. The primer set for cpb2 detection used in the duplex assay  only detects the consensus variant of the cpb2 gene. Thus, we additionally applied a PCR that distinguishes between the consensus and the atypical variant. We found differing results between the two primer sets targeting the consensus variant of the cpb2 gene published by Baums et al.  and Jost et al. . With the primers used in the duplex assay 31 isolates were tested positive for the consensus cpb2, whereas with the more recent primer set described by Jost et al. 94 isolates (including all 31 isolates positive with the first assay) gave a positive result. A previous study investigated the genetic diversity of cpb2 genes and found for the consensus variant sequence similarities between 93.3 and 100 % . Thus, apart from the genetically low relatedness between the consensus and the atypical variant also within the consensus allele nucleotide variations exist. This could explain the differing results obtained with both assays.
The diversity of C. perfringens types was low as mainly type A was cultivated. Of all isolates from feces and rumen content 202 (45.7 %) and 82 (40.6 %) harbored one variant of the cpb2 gene, respectively. The atypical allele occurred about twice as often as the consensus variant. The enterotoxin gene was present in only 0.8 % of all isolates. Thus, the present study indicates that dairy cows are no primary source for potentially human pathogenic enterotoxin gene positive strains.
The authors wish to thank the veterinarians Annika Wichern, Frieder Gundling and Phuong Do Duc from the Clinic for Cattle, University of Veterinary Medicine Hannover for the elaborative animal examination and sampling. Thanks also go to Mike Schiwek and Kevin Schenke from the Institute of Food Quality and Food Safety, University of Veterinary Medicine Hannover for their excellent technical assistance.
This work was financially supported by the German Federal Ministry of Food and Agriculture (BMEL) through the Federal Office for Agriculture and Food (BLE), grant numbers 2810HS005 and 2810HS036.
Availability of data and material
The manuscript includes all used materials and data that is of interest for potential readers.
MH, AC, GK, AA and CS were involved in the conception and design of the study. MH, TS, KJ visited the farms and collected sample material. SF and AA conducted the laboratory investigations (DNA isolation, PCR assays and data interpretation). SF and KJ did the analysis of results. SF, AA and CS were involved in drafting of the manuscript. MH, GK, AA and AC performed the critical revision of the manuscript and gave important intellectual advice for approval. All authors read and approved the final manuscript.
The authors declare that they have no competing interests.
Consent for publication
Ethics approval and consent to participate
The investigations and examinations on animals were performed according to the German Animal Welfare Act with permission of the respective authorities (Lower Saxony, Lower Saxony State Office for Consumer Protection and Food Safety LAVES, reg. no. 13a308). All farmers participated voluntarily and gave their written consent to collect samples from their animals.
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- Petit L, Gibert M, Popoff MR. Clostridium perfringens: toxinotype and genotype. Trends Microbiol. 1999;7:104–10.View ArticlePubMedGoogle Scholar
- Stevens DL, Aldape MJ, Bryant AE. Life-threatening clostridial infections. Anaerobe. 2012;18:254–9.View ArticlePubMedGoogle Scholar
- Songer JG. Clostridial enteric diseases of domestic animals. Clin Microbiol Rev. 1996;3:216–34.Google Scholar
- Uzal FA, Freedman JC, Shrestha A, Theoret JR, Garcia J, Awad MM, Adams V, Moore RJ, Rood JI, McClane BA. Towards an understanding of the role of Clostridium perfringens toxins in human and animal disease. Future Microbiol. 2014;9:361–77.View ArticlePubMedPubMed CentralGoogle Scholar
- Uzal FA, Vidal JE, McClane BA, Gurjar AA. Clostridium perfringens toxins involved in mammalian veterinary diseases. Open Toxinology J. 2010;2:24–42.View ArticlePubMedPubMed CentralGoogle Scholar
- Canard B, Cole ST. Genome organization of the anaerobic pathogen Clostridium perfringens. Proc Natl Acad Sci U S A. 1989;86:6676–80.View ArticlePubMedPubMed CentralGoogle Scholar
- Songer JG, Miskimmins DW. Clostridium perfringens type E enteritis in calves: two cases and a brief review of the literature. Anaerobe. 2004;10:239–42.View ArticlePubMedGoogle Scholar
- Garmory HS, Chanter N, French NP, Bueschel D, Songer JG, Titball RW. Occurrence of Clostridium perfringens beta2-toxin amongst animals, determined using genotyping and subtyping PCR assays. Epidemiol Infect. 2000;124:61–7.View ArticlePubMedPubMed CentralGoogle Scholar
- Gibert M, Jolivet-Renaud C, Popoff MR. Beta2 toxin, a novel toxin produced by Clostridium perfringens. Gene. 1997;203:65–73.View ArticlePubMedGoogle Scholar
- van Asten AJ, Nikolaou GN, Gröne A. The occurrence of cpb2-toxigenic Clostridium perfringens and the possible role of the β2-toxin in enteric disease of domestic animals, wild animals and humans. Vet J. 2010;183:135–40.View ArticlePubMedGoogle Scholar
- Jost BH, Billington SJ, Trinh HT, Bueschel DM, Songer JG. Atypical cpb2 genes, encoding beta2-toxin in Clostridium perfringens isolates of nonporcine origin. Infect Immun. 2005;73:652–6.View ArticlePubMedPubMed CentralGoogle Scholar
- Lindström M, Heikinheimo A, Lahti P, Korkeala H. Novel insights into the epidemiology of Clostridium perfringens type A food poisoning. Food Microbiol. 2011;28:192–8.View ArticlePubMedGoogle Scholar
- Weese JS, Staempfli HR, Prescott JF. A prospective study of the roles of clostridium difficile and enterotoxigenic Clostridium perfringens in equine diarrhoea. Equine Vet J. 2001;33:403–9.View ArticlePubMedGoogle Scholar
- Dennison AC, VanMetre DC, Callan RJ, Dinsmore P, Mason GL, Ellis RP. Hemorrhagic bowel syndrome in dairy cattle: 22 cases (1997–2000). J Am Vet Med Assoc. 2002;221:686–9.View ArticlePubMedGoogle Scholar
- Manteca C, Daube G, Pirson V, Limbourg B, Kaeckenbeeck A, Mainil JG. Bacterial intestinal flora associated with enterotoxaemia in Belgian Blue calves. Vet Microbiol. 2001;81:21–32.View ArticlePubMedGoogle Scholar
- Seyboldt C, Discher S, Jordan E, Neubauer H, Jensen KC, Campe A, Kreienbrock L, Scheu T, Wichern A, Gundling F, DoDuc P, Fohler S, Abdulmawjood A, Klein G, Hoedemaker M. Occurrence of Clostridium botulinum neurotoxin in chronic disease of dairy cows. Vet Microbiol. 2015;177:398–402.View ArticlePubMedGoogle Scholar
- Baums CG, Schotte U, Amtsberg G, Goethe R. Diagnostic multiplex PCR for toxin genotyping of Clostridium perfringens isolates. Vet Microbiol. 2004;100:11–6.View ArticlePubMedGoogle Scholar
- Schlapp T, Blaha I, Bauerfeind R, Wieler LH, Schoepe H, Weiss R, Baljer G. Synthesis and evaluation of a nonradioactive gene probe for the detection of Clostridium perfringens alpha-toxin. Mol Cell Probe. 1995;9:101–9.View ArticleGoogle Scholar
- Bueschel DM, Jost BH, Billington SJ, Trinh HT, Songer JG. Prevalence of cpb2, encoding beta2 toxin, in Clostridium perfringens field isolates: correlation of genotype with phenotype. Vet Microbiol. 2003;94:121–9.View ArticlePubMedGoogle Scholar
- Gurjar AA, Hegde NV, Love BC, Jayarao BM. Real-time multiplex PCR assay for rapid detection and toxintyping of Clostridium perfringens toxin producing strains in feces of dairy cattle. Mol Cell Probes. 2008;22:90–5.View ArticlePubMedGoogle Scholar
- Kukier E, Kwiatek K. Occurrence of Clostridium Perfringens in Food Chain. Bull Vet Inst Pulawy. 2010;54:571–6.Google Scholar
- Miwa N, Nishina T, Kubo S, Honda H. Most probable numbers of enterotoxigenic Clostridium perfringens in intestinal contents of domestic livestock detected by nested PCR. J Vet Med Sci. 1997;59:557–60.View ArticlePubMedGoogle Scholar
- Watson PJ, Scholes SF. Clostridium perfringens type D epsilon intoxication in one-day-old calves. Vet Rec. 2009;164:816–7.View ArticlePubMedGoogle Scholar
- Lulov R, Angelov AK. Enterotoxemia in newborn calves due to C. perfringens types A, C and D. Vet Med Nauki. 1986;23:20–8.PubMedGoogle Scholar
- Ferrarezi MC, Cardoso TC, Dutra IS. Genotyping of Clostridium perfringens isolated from calves with neonatal diarrhea. Anaerobe. 2008;14:328–31.View ArticlePubMedGoogle Scholar
- Manteca C, Daube G, Jauniaux T, Linden A, Pirson V, Detilleux J, Ginter A, Coppe P, Kaeckenbeeck A, Mainil JG. A role for the Clostridium perfringens beta 2 toxin in bovine enterotoxaemia? Vet Microbiol. 2002;86:191–202.View ArticlePubMedGoogle Scholar
- Lebrun M, Filee P, Mousset B, Desmecht D, Galleni M, Mainil JG, Linden A. The expression of Clostridium perfringens consensus beta2 toxin is associated with bovine enterotoxaemia syndrome. Vet Microbiol. 2007;120:151–7.View ArticlePubMedGoogle Scholar
- Kircanski J, Parreira VR, Whiteside S, Pei Y, Prescott JF. The majority of atypical cpb2 genes in Clostridium perfringens isolates of different domestic animal origin are expressed. Vet Microbiol. 2012;159:371–4.View ArticlePubMedGoogle Scholar
- Schlegel BJ, Nowell VJ, Parreira VR, Soltes G, Prescott JF. Toxin-associated and other genes in Clostridium perfringens type A isolates from bovine clostridial abomasitis (BCA) and jejunal hemorrhage syndrome (JHS). Can J Vet Res. 2012;76:248–54.PubMedPubMed CentralGoogle Scholar
- Grass JE, Gould LH, Mahon BE. Epidemiology of foodborne disease outbreaks caused by Clostridium perfringens, United States, 1998–2010. Foodborne Pathog Dis. 2013;10:131–6.View ArticlePubMedPubMed CentralGoogle Scholar
- Mohamed ME, Suelam II, Saleh MA. The presence of toxin genes of Clostridium perfringens isolated from camels and humans in Egypt. Vet Arhiv. 2010;80:383–92.Google Scholar
- Johansson A, Aspan A, Bagge E, Baverud V, Engstrom BE, Johansson KE. Genetic diversity of Clostridium perfringens type A isolates from animals, food poisoning outbreaks and sludge. BMC Microbiol. 2006;6:47.View ArticlePubMedPubMed CentralGoogle Scholar