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      Meteorological factors and risk of hemorrhagic fever with renal syndrome in Guangzhou, southern China, 2006–2015

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          Abstract

          Background

          The epidemic tendency of hemorrhagic fever with renal syndrome (HFRS) is on the rise in recent years in Guangzhou. This study aimed to explore the associations between meteorological factors and HFRS epidemic risk in Guangzhou for the period from 2006–2015.

          Methods

          We obtained data of HFRS cases in Guangzhou from the National Notifiable Disease Report System (NNDRS) during the period of 2006–2015. Meteorological data were obtained from the Guangzhou Meteorological Bureau. A negative binomial multivariable regression was used to explore the relationship between meteorological variables and HFRS.

          Results

          The annual average incidence was 0.92 per 100000, with the annual incidence ranging from 0.64/100000 in 2009 to 1.05/100000 in 2012. The monthly number of HFRS cases decreased by 5.543% (95%CI -5.564% to -5.523%) each time the temperature was increased by 1°C and the number of cases decreased by 0.075% (95%CI -0.076% to -0.074%) each time the aggregate rainfall was increased by 1 mm. We found that average temperature with a one-month lag was significantly associated with HFRS transmission.

          Conclusions

          Meteorological factors had significant association with occurrence of HFRS in Guangzhou, Southern China. This study provides preliminary information for further studies on epidemiological prediction of HFRS and for developing an early warning system.

          Author summary

          The prevalence of HFRS was on the rise in recent years, especially in the large and medium-sized cities in China. We obtained data of HFRS cases in Guangzhou from the National Notifiable Disease Report System (NNDRS) during the period of 2006–2015. Meteorological data were obtained from the Guangzhou Meteorological Bureau. A negative binomial multivariable regression was used to explore the relationship between meteorological variables and HFRS. Meteorological factors had significant association with occurrence of HFRS in Guangzhou, Southern China. This study provides preliminary information for further studies on epidemiological prediction of HFRS and for developing an early warning system.

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          Most cited references29

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          Climatic and environmental patterns associated with hantavirus pulmonary syndrome, Four Corners region, United States.

          To investigate climatic, spatial, temporal, and environmental patterns associated with hantavirus pulmonary syndrome (HPS) cases in the Four Corners region, we collected exposure site data for HPS cases that occurred in 1993 to 1995. Cases clustered seasonally and temporally by biome type and geographic location, and exposure sites were most often found in pinyon-juniper woodlands, grasslands, and Great Basin desert scrub lands, at elevations of 1,800 m to 2,500 m. Environmental factors (e.g., the dramatic increase in precipitation associated with the 1992 to 1993 El Niño) may indirectly increase the risk for Sin Nombre virus exposure and therefore may be of value in designing disease prevention campaigns.
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            Outbreak of hantavirus infection in the Four Corners region of the United States in the wake of the 1997-1998 El Nino-southern oscillation.

            Hantavirus cardiopulmonary syndrome (HCPS), a rodent-borne zoonosis, has been endemic in the Americas for at least several decades. It is hypothesized that the 1991-1992 El Niño-southern oscillation (ENSO) caused increased precipitation that allowed an increase in rodent population densities, thereby increasing the possibility of transmission to humans. The result was a 1993-1994 outbreak of the disease in the Four Corners states of the southwestern United States. A second strong ENSO occurred in 1997-1998, after a period of considerable public education about the risks of hantavirus infection that began during the 1993-1994 outbreak. The caseload of HCPS increased 5-fold above baseline in the Four Corners states in 1998-1999. Regions that had received increased rainfall in 1998 were especially affected. A large majority of the 1998-1999 case patients reported indoor exposure to deer mice. Hantavirus outbreaks can occur in response to abiotic events, even in the face of extensive public education and awareness.
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              Epidemiology of Hantavirus infections in humans: a comprehensive, global overview.

              Hantaviruses comprise an emerging global threat for public health, affecting about 30,000 humans annually. Infection may lead to Hantavirus pulmonary syndrome (HPS) in the Americas and hemorrhagic fever with renal syndrome (HFRS) in the Europe and Asia. Humans are spillover hosts, acquiring infection primarily through the inhalation of aerosolized excreta from infected rodents and insectivores. Risk factors for infection include involvement in outdoor activities, such as rural- and forest-related activities, peridomestic rodent presence, exposure to potentially infected dust and outdoor military training; prolonged, intimate contact with infected individuals promotes transmission of Andes virus, the only Hantavirus known to be transmitted from human-to-human. The total number of Hantavirus case reports is generally on the rise, as is the number of affected countries. Knowledge of the geographical distribution, regional incidence and associated risk factors of the disease are crucial for clinicians to suspect and diagnose infected individuals early on. Climatic, ecological and environmental changes are related to fluctuations in rodent populations, and subsequently to human epidemics. Thus, prevention may be enhanced by host-reservoir control and human exposure prophylaxis interventions, which likely have led to a dramatic reduction of human cases in China over the past decades; vaccination may also play a role in the future.
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                Author and article information

                Contributors
                Role: Formal analysisRole: MethodologyRole: SupervisionRole: Writing – original draft
                Role: Data curationRole: SoftwareRole: Writing – original draft
                Role: MethodologyRole: Software
                Role: Formal analysisRole: Writing – review & editing
                Role: Formal analysisRole: Methodology
                Role: SoftwareRole: Writing – original draft
                Role: Supervision
                Role: Formal analysisRole: SoftwareRole: Writing – review & editing
                Role: Funding acquisitionRole: SupervisionRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS Negl Trop Dis
                PLoS Negl Trop Dis
                plos
                plosntds
                PLoS Neglected Tropical Diseases
                Public Library of Science (San Francisco, CA USA )
                1935-2727
                1935-2735
                27 June 2018
                June 2018
                : 12
                : 6
                : e0006604
                Affiliations
                [1 ] Guangzhou Center for Disease Control and Prevention, Guangzhou, Guangdong province, China
                [2 ] The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong province, China
                University of Minnesota, UNITED STATES
                Author notes

                The authors have declared that no competing interests exist.

                Author information
                http://orcid.org/0000-0002-5583-1536
                Article
                PNTD-D-17-01026
                10.1371/journal.pntd.0006604
                6039051
                29949572
                0224f9e3-8759-4d86-bc90-7d24ccc1e89b
                © 2018 Wei et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 29 June 2017
                : 11 June 2018
                Page count
                Figures: 3, Tables: 4, Pages: 11
                Funding
                Funded by: Science and Technology Plan Grant of Guangzhou
                Award ID: 201607010130
                Funded by: Natural Science Foundation of Guangdong Province
                Award ID: 2015A030313813
                Award Recipient :
                Funded by: The Project for Key Medicine Discipline Construction of Guangzhou Municipality
                Award ID: 2017-2019-07
                Award Recipient :
                Funded by: Medical and Health science and technology Project of Guangzhou
                Award ID: 20171A011275
                Award Recipient :
                This study was supported by Science and Technology Plan Grant of Guangzhou (201607010130), Natural Science Foundation of Guangdong Province (2015A030313813), The Project for Key Medicine Discipline Construction of Guangzhou Municipality (2017-2019-07) and Medical and Health science and technology Project of Guangzhou (20171A011275).The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Medicine and Health Sciences
                Infectious Diseases
                Viral Diseases
                Hemorrhagic Fever with Renal Syndrome
                Earth Sciences
                Atmospheric Science
                Meteorology
                Rain
                Biology and Life Sciences
                Organisms
                Eukaryota
                Animals
                Vertebrates
                Amniotes
                Mammals
                Rodents
                Earth Sciences
                Atmospheric Science
                Meteorology
                Humidity
                Biology and Life Sciences
                Organisms
                Eukaryota
                Animals
                Invertebrates
                Arthropoda
                Mites
                Biology and life sciences
                Organisms
                Viruses
                RNA viruses
                Bunyaviruses
                Hantavirus
                Biology and Life Sciences
                Microbiology
                Medical Microbiology
                Microbial Pathogens
                Viral Pathogens
                Bunyaviruses
                Hantavirus
                Medicine and Health Sciences
                Pathology and Laboratory Medicine
                Pathogens
                Microbial Pathogens
                Viral Pathogens
                Bunyaviruses
                Hantavirus
                Biology and Life Sciences
                Organisms
                Viruses
                Viral Pathogens
                Bunyaviruses
                Hantavirus
                Medicine and Health Sciences
                Epidemiology
                People and Places
                Geographical Locations
                Asia
                China
                Custom metadata
                vor-update-to-uncorrected-proof
                2018-07-10
                All relevant data are within the paper and its Supporting Information files.

                Infectious disease & Microbiology
                Infectious disease & Microbiology

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