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

被引:20
作者
Xiao, Hong [1 ,2 ]
Tong, Xin [1 ,2 ,3 ]
Gao, Lidong [4 ]
Hu, Shixiong [4 ]
Tan, Hua [5 ]
Huang, Zheng Y. X. [6 ]
Zhang, Guogang [7 ]
Yang, Qiqi [3 ]
Li, Xinyao [1 ,2 ]
Huang, Ru [1 ,2 ]
Tong, Shilu [8 ,9 ,10 ,11 ]
Tian, Huaiyu [3 ]
机构
[1] Hunan Normal Univ, Coll Resources & Environm Sci, Changsha, Hunan, Peoples R China
[2] Key Lab Geospatial Big Data Min & Applicat, Changsha, Hunan, Peoples R China
[3] Beijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Remote Sensing Sci, Beijing, Peoples R China
[4] Hunan Prov Ctr Dis Control & Prevent, Changsha, Hunan, Peoples R China
[5] Univ Texas Hlth Sci Ctr Houston, Sch Biomed Informat, Houston, TX 77030 USA
[6] Nanjing Normal Univ, Coll Life Sci, Nanjing, Jiangsu, Peoples R China
[7] Chinese Acad Forestry, Key Lab Forest Protect State Forestry Adm, Beijing, Peoples R China
[8] Shanghai Jiao Tong Univ, Shanghai Childrens Med Ctr, Shanghai, Peoples R China
[9] Anhui Med Univ, Sch Publ Hlth, Hefei, Anhui, Peoples R China
[10] Anhui Med Univ, Inst Environm & Populat Hlth, Hefei, Anhui, Peoples R China
[11] Queensland Univ Technol, Sch Publ Hlth & Social Work, Kelvin Grove, Qld, Australia
基金
中国国家自然科学基金;
关键词
HANTAVIRUS INFECTION; HUMAN HEALTH; CHINA; DISEASE; VIRUS; DIVERSITY; EVOLUTION; OUTBREAKS; RAINFALL; RISK;
D O I
10.1371/journal.pntd.0006881
中图分类号
R51 [传染病];
学科分类号
100401 ;
摘要
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.
引用
收藏
页数:17
相关论文
共 47 条
[1]  
Armién AG, 2009, AM J TROP MED HYG, V81, P59
[2]  
Bi P, 1998, AM J EPIDEMIOL, V148, P276, DOI 10.1093/oxfordjournals.aje.a009636
[3]  
Bi ZQ, 2008, J INFECT DEV COUNTR, V2, P3
[4]   ACCURACY OF THE AVHRR VEGETATION INDEX AS A PREDICTOR OF BIOMASS, PRIMARY PRODUCTIVITY AND NET CO2 FLUX [J].
BOX, EO ;
HOLBEN, BN ;
KALB, V .
VEGETATIO, 1989, 80 (02) :71-89
[5]   Immunogenetic Factors Affecting Susceptibility of Humans and Rodents to Hantaviruses and the Clinical Course of Hantaviral Disease in Humans [J].
Charbonnel, Nathalie ;
Pages, Marie ;
Sironen, Tarja ;
Henttonen, Heikki ;
Vapalahti, Olli ;
Mustonen, Jukka ;
Vaheri, Antti .
VIRUSES-BASEL, 2014, 6 (05) :2214-2241
[6]  
CHEN HX, 1993, CHINESE MED J-PEKING, V106, P857
[7]   Ecology of hantavirus in a changing world [J].
Dearing, M. Denise ;
Dizney, Laurie .
YEAR IN ECOLOGY AND CONSERVATION BIOLOGY 2010, 2010, 1195 :99-112
[8]   Spatiotemporal Trends and Climatic Factors of Hemorrhagic Fever with Renal Syndrome Epidemic in Shandong Province, China [J].
Fang, Li-Qun ;
Wang, Xian-Jun ;
Liang, Song ;
Li, Yan-Li ;
Song, Shao-Xia ;
Zhang, Wen-Yi ;
Qian, Quan ;
Li, Ya-Pin ;
Wei, Lan ;
Wang, Zhi-Qiang ;
Yang, Hong ;
Cao, Wu-Chun .
PLOS NEGLECTED TROPICAL DISEASES, 2010, 4 (08)
[9]   Reservoir Host Expansion of Hantavirus, China [J].
Fang, Li-Zhu ;
Zhao, Li ;
Wen, Hong-Ling ;
Zhang, Zhen-Tang ;
Liu, Jian-Wei ;
He, Shu-Ting ;
Xue, Zai-Feng ;
Ma, Dong-Qiang ;
Zhang, Xiao-Shuang ;
Zhang, Yan ;
Yu, Xue-jie .
EMERGING INFECTIOUS DISEASES, 2015, 21 (01) :170-171
[10]   Transmission of Haemorrhagic Fever with Renal Syndrome in China and the Role of Climate Factors: A Review [J].
Hansen, Alana ;
Cameron, Scott ;
Liu, Qiyong ;
Sun, Yehuan ;
Weinstein, Philip ;
Williams, Craig ;
Han, Gil-Soo ;
Bi, Peng .
INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES, 2015, 33 :212-218