title: Spatio-temporal dynamics of cholera during the first year of the epidemic in Haiti.
abstract: BACKGROUND
  In October 2010, cholera importation in Haiti triggered an epidemic that rapidly proved to be the world's largest epidemic of the seventh cholera pandemic. To establish effective control and elimination policies, strategies rely on the analysis of cholera dynamics. In this report, we describe the spatio-temporal dynamics of cholera and the associated environmental factors.
  
  
  RESULTS
  Cholera-associated morbidity and mortality data were prospectively collected at the commune level according to the World Health Organization standard definition. Attack and mortality rates were estimated and mapped to assess epidemic clusters and trends. The relationships between environmental factors were assessed at the commune level using multivariate analysis. The global attack and mortality rates were 488.9 cases/10,000 inhabitants and 6.24 deaths/10,000 inhabitants, respectively. Attack rates displayed a significantly high level of spatial heterogeneity (varying from 64.7 to 3070.9 per 10,000 inhabitants), thereby suggesting disparate outbreak processes. The epidemic course exhibited two principal outbreaks. The first outbreak (October 16, 2010-January 30, 2011) displayed a centrifugal spread of a damping wave that suddenly emerged from Mirebalais. The second outbreak began at the end of May 2011, concomitant with the onset of the rainy season, and displayed a highly fragmented epidemic pattern. Environmental factors (river and rice fields: p<0.003) played a role in disease dynamics exclusively during the early phases of the epidemic.
  
  
  CONCLUSIONS
  Our findings demonstrate that the epidemic is still evolving, with a changing transmission pattern as time passes. Such an evolution could have hardly been anticipated, especially in a country struck by cholera for the first time. These results argue for the need for control measures involving intense efforts in rapid and exhaustive case tracking.
authors.affiliation: Aix-Marseille Université, UMR 912 SESSTIM (AMU, INSERM, IRD), Marseille, France. jean.gaudart@univ-amu.fr
authors.forename: Jean
authors.initials: J
authors.lastname: Gaudart
authors.forename: Stanislas
authors.initials: S
authors.lastname: Rebaudet
authors.forename: Robert
authors.initials: R
authors.lastname: Barrais
authors.forename: Jacques
authors.initials: J
authors.lastname: Boncy
authors.forename: Benoit
authors.initials: B
authors.lastname: Faucher
authors.forename: Martine
authors.initials: M
authors.lastname: Piarroux
authors.forename: Roc
authors.initials: R
authors.lastname: Magloire
authors.forename: Gabriel
authors.initials: G
authors.lastname: Thimothe
authors.forename: Renaud
authors.initials: R
authors.lastname: Piarroux
mesh_terms: D002771:Cholera / Q000453:epidemiology* / Q000401:mortality*; D005260:Female; D006205:Haiti / Q000453:epidemiology; D006801:Humans; D008297:Male