title: Cluster Analysis of Campylobacter jejuni Genotypes Isolated from Small and Medium-Sized Mammalian Wildlife and Bovine Livestock from Ontario Farms.
abstract: Using data collected from a cross-sectional study of 25 farms (eight beef, eight swine and nine dairy) in 2010, we assessed clustering of molecular subtypes of C. jejuni based on a Campylobacter-specific 40 gene comparative genomic fingerprinting assay (CGF40) subtypes, using unweighted pair-group method with arithmetic mean (UPGMA) analysis, and multiple correspondence analysis. Exact logistic regression was used to determine which genes differentiate wildlife and livestock subtypes in our study population. A total of 33 bovine livestock (17 beef and 16 dairy), 26 wildlife (20 raccoon (Procyon lotor), five skunk (Mephitis mephitis) and one mouse (Peromyscus spp.) C. jejuni isolates were subtyped using CGF40. Dendrogram analysis, based on UPGMA, showed distinct branches separating bovine livestock and mammalian wildlife isolates. Furthermore, two-dimensional multiple correspondence analysis was highly concordant with dendrogram analysis showing clear differentiation between livestock and wildlife CGF40 subtypes. Based on multilevel logistic regression models with a random intercept for farm of origin, we found that isolates in general, and raccoons more specifically, were significantly more likely to be part of the wildlife branch. Exact logistic regression conducted gene by gene revealed 15 genes that were predictive of whether an isolate was of wildlife or bovine livestock isolate origin. Both multiple correspondence analysis and exact logistic regression revealed that in most cases, the presence of a particular gene (13 of 15) was associated with an isolate being of livestock rather than wildlife origin. In conclusion, the evidence gained from dendrogram analysis, multiple correspondence analysis and exact logistic regression indicates that mammalian wildlife carry CGF40 subtypes of C. jejuni distinct from those carried by bovine livestock. Future studies focused on source attribution of C. jejuni in human infections will help determine whether wildlife transmit Campylobacter jejuni directly to humans.
authors: Department of Population Medicine, University of Guelph, Guelph, ON, Canada.
authors: M
authors: M
authors: Viswanathan
authors: Department of Population Medicine, University of Guelph, Guelph, ON, Canada.
authors: D L
authors: DL
authors: Pearl
authors: Laboratory for Foodborne Zoonoses, Public Health Agency of Canada, c/o Animal Disease Research Institute, Canadian Food Inspection Agency, Lethbridge, AB, Canada.
authors: E N
authors: EN
authors: Taboada
authors: Centre for Foodborne, Environmental and Zoonotic Infectious Diseases, Public Health Agency of Canada, Guelph, ON, Canada.|Canadian Cooperative Wildlife Health Centre, Ontario Veterinary College, University of Guelph, Guelph, ON, Canada.
authors: E J
authors: EJ
authors: Parmley
authors: Laboratory for Foodborne Zoonoses, Public Health Agency of Canada, c/o Animal Disease Research Institute, Canadian Food Inspection Agency, Lethbridge, AB, Canada.
authors: S K
authors: SK
authors: Mutschall
authors: Canadian Cooperative Wildlife Health Centre, Ontario Veterinary College, University of Guelph, Guelph, ON, Canada.|Department of Pathobiology, University of Guelph, Guelph, ON, Canada.
authors: C M
authors: CM
authors: Jardine
mesh_terms: D000818:Animals; D000835:Animals, Wild; D002169:Campylobacter Infections / Q000453:epidemiology / Q000382:microbiology / Q000662:veterinary*; D016123:Campylobacter jejuni / Q000235:genetics* / Q000302:isolation & purification; D016000:Cluster Analysis; D000072480:Farms; D005838:Genotype; D058751:Livestock; D009864:Ontario / Q000453:epidemiology
keywords: Campylobacter; Molecular epidemiology; bovine livestock; cluster analysis; livestock-wildlife interface; raccoons