title: Using sequence data to identify alternative routes and risk of infection: a case-study of campylobacter in Scotland.
abstract: BACKGROUND
  Genetic typing data are a potentially powerful resource for determining how infection is acquired. In this paper MLST typing was used to distinguish the routes and risks of infection of humans with Campylobacter jejuni from poultry and ruminant sources
  
  
  METHODS
  C. jejuni samples from animal and environmental sources and from reported human cases confirmed between June 2005 and September 2006 were typed using MLST. The STRUCTURE software was used to assign the specific sequence types of the sporadic human cases to a particular source. We then used mixed case-case logistic regression analysis to compare the risk factors for being infected with C. jejuni from different sources.
  
  
  RESULTS
  A total of 1,599 (46.3%) cases were assigned to poultry, 1,070 (31.0%) to ruminant and 67 (1.9%) to wild bird sources; the remaining 715 (20.7%) did not have a source that could be assigned with a probability of greater than 0.95. Compared to ruminant sources, cases attributed to poultry sources were typically among adults (odds ratio (OR) = 1.497, 95% confidence intervals (CIs) = 1.211, 1.852), not among males (OR = 0.834, 95% CIs = 0.712, 0.977), in areas with population density of greater than 500 people/km2 (OR = 1.213, 95% CIs = 1.030, 1.431), reported in the winter (OR = 1.272, 95% CIs = 1.067, 1.517) and had undertaken recent overseas travel (OR = 1.618, 95% CIs = 1.056, 2.481). The poultry assigned strains had a similar epidemiology to the unassigned strains, with the exception of a significantly higher likelihood of reporting overseas travel in unassigned strains.
  
  
  CONCLUSIONS
  Rather than estimate relative risks for acquiring infection, our analyses show that individuals acquire C. jejuni infection from different sources have different associated risk factors. By enhancing our ability to identify at-risk groups and the times at which these groups are likely to be at risk, this work allows public health messages to be targeted more effectively. The rapidly increasing capacity to conduct genetic typing of pathogens makes such traced epidemiological analysis more accessible and has the potential to substantially enhance epidemiological risk factor studies.
authors.affiliation: Institute of Biodiversity, Animal Health and Comparative Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, 464 Bearsden Rd, Glasgow, UK. paul.bessell@roslin.ed.ac.uk
authors.forename: Paul R
authors.initials: PR
authors.lastname: Bessell
authors.forename: Ovidiu
authors.initials: O
authors.lastname: Rotariu
authors.forename: Giles T
authors.initials: GT
authors.lastname: Innocent
authors.forename: Alison
authors.initials: A
authors.lastname: Smith-Palmer
authors.forename: Norval J C
authors.initials: NJ
authors.lastname: Strachan
authors.forename: Ken J
authors.initials: KJ
authors.lastname: Forbes
authors.forename: John M
authors.initials: JM
authors.lastname: Cowden
authors.forename: Stuart W J
authors.initials: SW
authors.lastname: Reid
authors.forename: Louise
authors.initials: L
authors.lastname: Matthews
mesh_terms: D000328:Adult; D000818:Animals; D002169:Campylobacter Infections / Q000453:epidemiology* / Q000382:microbiology / Q000635:transmission*; D016123:Campylobacter jejuni / Q000145:classification* / Q000235:genetics* / Q000302:isolation & purification; D002648:Child; D002675:Child, Preschool; D016000:Cluster Analysis; D005260:Female; D005838:Genotype; D006801:Humans; D008297:Male; D017720:Molecular Epidemiology; D058885:Multilocus Sequence Typing; D011200:Poultry; D012418:Ruminants; D012606:Scotland / Q000453:epidemiology; D015047:Zoonoses / Q000453:epidemiology* / Q000635:transmission*