Spatiotemporal trends of hemorrhagic fever with renal syndrome (HFRS) in China under climate variation

Author:

Wang Yuchen12,Zhang Chutian123ORCID,Gao Jing1245,Chen Ziqi12,Liu Zhao6,Huang Jianbin78,Chen Yidan9,Li Zhichao10,Chang Nan11,Tao Yuxin12,Tang Hui131415,Gao Xuejie1617,Xu Ying18,Wang Can9ORCID,Li Dong12,Liu Xiaobo19,Pan Jingxiang20,Cai Wenjia21,Gong Peng22ORCID,Luo Yong21,Liang Wannian12,Liu Qiyong19,Stenseth Nils Chr.12324ORCID,Yang Ruifu25,Xu Lei12

Affiliation:

1. Vanke School of Public Health, Tsinghua University, Beijing 100084, China

2. Institute for Healthy China, Tsinghua University, Beijing 100084, China

3. College of Natural Resources and Environment, Northwest A&F University, Yangling 712100, China

4. Respiratory Medicine Unit, Department of Medicine & Centre for Molecular Medicine, Karolinska Institute, Stockholm 171 77, Sweden

5. Heart and Lung Centre, Department of Pulmonary Medicine, University of Helsinki and Helsinki University Hospital, Helsinki 00290, Finland

6. School of Linkong Economics and Management, Beijing Institute of Economics and Management, Beijing 100102, China

7. Beijing Yanshan Earth Critical Zone National Research Station, University of Chinese Academy of Sciences, Beijing 101408, China

8. College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100190, China

9. State Key Joint Laboratory of Environmental Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing, 100084, China

10. Key Laboratory of Land Surface Pattern and Simulation, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China

11. School of Public Health, Nanjing Medical University, Nanjing 210000, China

12. Center for Statistical Science, Department of Industrial Engineering, Tsinghua University, Beijing 100084, China

13. Department of Geosciences, Natural History Museum, University of Oslo, Blindern, Oslo 0316, Norway

14. Natural History Museum, University of Oslo, Blindern, Oslo 0316, Norway

15. Department of Geosciences and Geography, University of Helsinki, Helsinki 00014, Finland

16. Climate Change Research Centre, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing 100029, China

17. College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, Beijing 100049, China

18. National Climate Centre, China Meteorological Administration, Beijing 100081, China

19. National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China

20. Joan & Sanford I. Weill Medical College, Cornell University, Ithaca, New York 10065

21. Department of Earth System Science, Ministry of Education Key Laboratory for Earth System Modelling, Institute for Global Change Studies, Tsinghua University, Beijing 100084, China

22. Department of Earth Sciences and Geography, University of Hong Kong, Hong Kong Special Administrative Region 999077, China

23. Centre for Pandemics and One-Health Research, Faculty of Medicine, University of Oslo, Oslo N-0316, Norway

24. Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo N-0315, Norway

25. State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China

Abstract

Hemorrhagic fever with renal syndrome (HFRS) is a zoonotic disease caused by the rodent-transmitted orthohantaviruses (HVs), with China possessing the most cases globally. The virus hosts in China are Apodemus agrarius and Rattus norvegicus , and the disease spread is strongly influenced by global climate dynamics. To assess and predict the spatiotemporal trends of HFRS from 2005 to 2098, we collected historical HFRS data in mainland China (2005–2020), historical and projected climate and population data (2005–2098), and spatial variables including biotic, environmental, topographical, and socioeconomic. Spatiotemporal predictions and mapping were conducted under 27 scenarios incorporating multiple integrated representative concentration pathway models and population scenarios. We identify the type of magistral HVs host species as the best spatial division, including four region categories. Seven extreme climate indices associated with temperature and precipitation have been pinpointed as key factors affecting the trends of HFRS. Our predictions indicate that annual HFRS cases will increase significantly in 62 of 356 cities in mainland China. Rattus regions are predicted to be the most active, surpassing Apodemus and Mixed regions. Eighty cities are identified as at severe risk level for HFRS, each with over 50 reported cases annually, including 22 new cities primarily located in East China and Rattus regions after 2020, while 6 others develop new risk. Our results suggest that the risk of HFRS will remain high through the end of this century, with Rattus norvegicus being the most active host, and that extreme climate indices are significant risk factors. Our findings can inform evidence-based policymaking regarding future risk of HFRS.

Publisher

Proceedings of the National Academy of Sciences

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