Multivariate relationships between epidemiologic risk factors and zoonotic infections among military personnel in the country of Georgia: A non-linear canonical correlation analysis.

Zoonotic diseases are endemic in the country of Georgia. Using the non-linear canonical correlation (NCC) method, the aim of this study was to examine the relationship between thirteen epidemiological risk factors and seropositivity to five zoonotic infections (anthrax, Q fever, tularemia, leptospirosis, and Crimean-Congo hemorrhagic fever [CCHF]) among Georgian military recruits during 2014-2016. According to this multivariate statistical technique, which is suitable for the analysis of two or more sets of qualitative variables simultaneously, two canonical variables were identified. These variables accounted for 68% of the variation between the two sets of categorical variables ("risk factors" and "zoonotic infections"). For the first canonical variable, there was a relationship among CCHF (canonical loading, which is interpreted in the same way as the Pearson's correlation coefficient, [cl] = 0.715), tick bites (cl = 0.418) and slaughter of animals (cl = 0.351). As for the second canonical variable, Q fever (cl = -0.604) and leptospirosis (cl = -0.486) were related to rodents inside and outside home (cl = -0.346) and sweeping in or around home (cl = -0.317). The NCC method allows researchers to obtain additional insights into the complex relationship between epidemiological risk factors and multiple zoonotic infections.

Arthropod Borne and Zoonotic Infections Among Military Personnel in Georgia.

Military personnel are at an increased risk for exposure to arthropod- borne and zoonotic pathogens. The prevalence of these pathogens has not been adequately described in the country of Georgia. As the Georgian military moves toward an increased level of capability and the adoption of European Union and North Atlantic Treaty Organization standards, international field exercises will become more frequent and will likely involve an increasing number of international partners. This study was undertaken with the goal of defining the arthropod-borne and zoonotic pathogen threat in Georgia so force health protection planning can proceed in a rational and data-driven manner. To estimate disease burden, blood was taken from 1,000 Georgian military recruits between October 2014 and February 2016 and screened for previous exposure to a set of bacterial and viral pathogens using a antibody-based, serologic procedure. The highest rate of exposure was to Salmonella enterica serovar Typhi, and the lowest rate of exposure was to Coxiella burnettii (the causative agent of Q fever). These data provide insight into the prevalence of arthropod-borne infections in Georgia, fill a critical knowledge gap, will help guide future surveillance efforts, and will inform force health protection planning.