Spatial heterogeneity of hemorrhagic fever with renal syndrome is driven by environmental factors and rodent community composition

• Published in: PLoS neglected tropical diseases 2018-10, Vol.12 (10), p.e0006881
• Main Authors: Xiao, Hong, Tong, Xin, Gao, Lidong, Hu, Shixiong, Tan, Hua, Huang, Zheng Y X, Zhang, Guogang, Yang, Qiqi, Li, Xinyao, Huang, Ru, Tong, Shilu, Tian, Huaiyu
• Format: Article
• Language: English
• Subjects: Animals; Big Data; Biology and Life Sciences; China - epidemiology; Climate change; Community composition; Composition; Cultivated lands; Data mining; Disease control; Disease hot spots; Earth Sciences; Ecology and Environmental Sciences; Environmental conditions; Environmental Exposure; Environmental factors; Environmental impact; Environmental risk; Environmental science; Epidemics; Epidemiology; Fever; Grasslands; Hantavirus; Health risks; Hemorrhage; Hemorrhagic fever with renal syndrome; Hemorrhagic Fever with Renal Syndrome - epidemiology; Heterogeneity; Humans; Image transmission; Incidence; Laboratories; Medicine and Health Sciences; Patchiness; People and Places; Population dynamics; Public health; Remote sensing; Risk analysis; Risk Factors; Rodentia - growth & development; Rodents; Satellite imagery; Spaceborne remote sensing; Spatial Analysis; Spatial heterogeneity; Species; Statistical methods; Topography, Medical; Transmission; Trends; Tropical diseases; Vegetation; Viruses; Zoonoses - epidemiology
• ISSN: 1935-2735; 1935-2727; 1935-2735
• DOI: 10.1371/journal.pntd.0006881

Hemorrhagic fever with renal syndrome (HFRS) is a rodent-borne disease caused mainly by two hantaviruses in China: Hantaan virus and Seoul virus. Environmental factors can significantly affect the risk of contracting hantavirus infections, primarily through their effects on rodent population dynamics and human-rodent contact. We aimed to clarify the environmental risk factors favoring rodent-to-human transmission to provide scientific evidence for developing effective HFRS prevention and control strategies. The 10-year (2006-2015) field surveillance data from the rodent hosts for hantavirus, the epidemiological and environmental data extracted from satellite images and meteorological stations, rodent-to-human transmission rates and impacts of the environment on rodent community composition were used to quantify the relationships among environmental factors, rodent species and HFRS occurrence. The study included 709 cases of HFRS. Rodent species in Chenzhou, a hantavirus hotspot, comprise mainly Rattus norvegicus, Mus musculus, R. flavipectus and some other species (R. losea and Microtus fortis calamorum). The rodent species played different roles across the various land types we examined, but all of them were associated with transmission risks. Some species were associated with HFRS occurrence risk in forest and water bodies. R. norvegicus and R. flavipectus were associated with risk of HFRS incidence in grassland, whereas M. musculus and R. flavipectus were associated with this risk in built-on land. The rodent community composition was also associated with environmental variability. The predictive risk models based on these significant factors were validated by a good-fit model, where: cultivated land was predicted to represent the highest risk for HFRS incidence, which accords with the statistics for HFRS cases in 2014-2015. The spatial heterogeneity of HFRS disease may be influenced by rodent community composition, which is associated with local environmental conditions. Therefore, future work should focus on preventing HFRS is moist, warm environments.