- Research article
- Open Access
- Open Peer Review
Long-term retrospective observation reveals stabilities and variations of hantavirus infection in Hebei, China
BMC Infectious Diseasesvolume 19, Article number: 765 (2019)
Hemorrhagic fever with renal syndrome (HFRS) is an emerging zoonotic infectious disease caused by hantaviruses which circulate worldwide. So far, it was still considered as one of serious public health problems in China. The present study aimed to reveal the stabilities and variations of hantavirus infection in Hebei province located in North China through a long-term retrospective observation.
The epidemiological data of HFRS cases from all 11 cities of Hebei province since 1981 through 2016 were collected and descriptively analyzed. The rodent densities, species compositions and virus-carrying rates of different regions were collected from six separated rodent surveillance points which set up since 2007. The molecular diversity and phylogenetic relationship of hantaviruses circulating among rodents were analyzed based on partial viral glycoprotein gene.
HFRS cases have been reported every year in Hebei province, since the first local case was identified in 1981. The epidemic history can be artificially divided into three phases and a total of 55,507 HFRS cases with 374 deaths were reported during 1981–2016. The gender and occupational factors of susceptible population were invarible throughout, however age of that was gradually aging. The annual outbreak peak always present in spring, while the main epidemic region had gradully altered from south to northeast. Surveillance of rodents revealed that residential rodents significantly possessed higher density and virus-carring rate than field rodents. The house rat, Rattus norvegicus, was the dominant rodent species and Seoul virus S3 sub-genotype which is continued but slightly evolving perhaps to be the sole pathogen for local HFRS cases of Hebei province.
This long-term province-wide surveillance and epidemiological analysis has revealed the stabilities and variations of hantavirus infection in North China. In order to improve current prevention and control strategies of HFRS in China, all surveillance should be continuously enhanced and variations should be paid more attentions.
Hemorrhagic fever with renal syndrome (HFRS) is an emerging zoonotic infectious disease caused by hantaviruses which circulate worldwide posing the ongoing public health threat in most countries of Europe and Asia [1,2,3]. HFRS emerged in China among the early 1930s, and to date 29 of 31 provinces had reported the epidemics of this zoonotic disease. So far, 60,000–100,000 HFRS cases are collectively reported worldwide each year, with the majority occurring in China [4, 5]. Thanks to lots of comprehensive preventive measures, such as the national immunization programs, a dramatical decline of the incidence of HFRS among China was observed since the beginning of the new century . Moreover, sporadic cases of oriental-HFRS (induced by hantavirus of Asian serotype) were also irregularly reported in the Americas and Europe over the years [6, 7]. However, it has been suggested that the real epidemic occurring in Western World were probably underestimated or even neglected because of the lower medical awareness for detecting milder or atypical cases [8,9,10]. Human infections with hantaviruses are generally associated with inhalating the aerosolized excreta of virus-carring rodents .
Hantaviruses now have been considered as a single family, Hantaviridae belonging to the Bunyavirales order . So far, more than 50 hantavirus species divided into three phylogenetic clusters have been identifed from rodents, shrews, moles and bats, but only rodent-borne hantaviruses have been found to cause pathogenicity in humans [1, 6]. Due to the millions of years co-evolution with reservoir hosts, different hantaviruses possess various host specificities, geographical tropisms and pathologies in humans [1, 2]. It has been identified that HFRS in Asia is primarily caused by either Hantaan virus (HTNV) or Seoul virus (SEOV). HTNV usually causes more severe symptoms than SEOV and they were naturally carried by Apodemus agrarius and Rattus norvegicus, respectively . However, it should be concerned that anthropogenic changes in host reservoir ecology and biodiversity have enhanced the risk of virus reassortment and host spill-over [2, 12].
As a member from Bunyavirales, hantavirus possesses a tri-segmented and negative single-stranded RNA genome consisting of small (S), media (M) and large (L) segment, which encodes nucleocapsid (N) protein, glycoprotein precursor (GPC) and RNA-dependent RNA polymerase (RdRp), respectively. During the virus replication, GPC will be co-translationally cleaved into the glycoproteins Gn and Gc by cellular signal peptidase. The heterodimer of Gn and Gc will be finally constructed into spikes and appeared upon the virion surface . It had been suggested that the viral envelop glycoproteins play an important role in recognizing target cell, interacting with entry receptors, and stimulating host immune response [1, 2]. Meanwhile, GPC gene was considered as common genetic variable site in different hataviruses making it ideal segment for genotyping .
The province of Hebei is located in the Northern China plain, and surrounds Beijing, the capital of China (Fig. 1). In this study, we collected and analyzed the 36 years epidemiological data of HFRS cases and hantavirus infection in rodents of Hebei province. The long-term surveillance has revealed that hantavirus infections exhibited both stable and variational properties in this endemic area. The results help us comprehensively understand the epidemiology and etiology of HFRS infection and warned us surveillance of hantaviruses infected in rodents was helpful and necessary for HFRS control and prevention.
Collection of data for HFRS cases
The course of HFRS can be ranging from frequently asymptomatic to a lethal outcome , and here we have only collected epidemiological data of cases that with typical HFRS symptoms. Cases of HFRS, as one of category B notifiable infectious diseases in China, have been reported to the National Notifiable Infectious Diseases Reporting Information System (NIDRIS) in real time (within 12 h). NIDRIS was implemented since 2004 and has covered all health care institutions across China [14, 15]. Epidemiological data of HFRS patients used in this study were mainly collected from NIDRIS and data before 2004 were supplementally retrospected from our manual records. Before 1982, HFRS cases were only defined by a national standard of clinical criteria. Since 1982, cases were further confirmed by detecting specific antibodies (IgM and IgG) against hantavirus antigens in serum samples.
Collection of rodent specimens
In order to figure out the potential rodents population and virus-carrying rate of Hebei province, four separated surveillance points (Luan county, Xinji city, Dingzhou city and Xian county) were set up since 2007 and two more points (Guantao county and Kuancheng Man Autonomous county) were added since 2015 (Fig. 1). In each surveillacnce point, the rodents were captured with rattraps and baited with peanuts according to related National Survellance Program during annual spring and autumn. In field areas, which include grassland, woodland and footpath besides farms, the rattraps were set as parallel lines letting interval distance as 20 m for each line and 5 m for each rattrap. Set one rattrap per 10–20 square meters in residential areas, including granary, barn and outdoor cooking bench, where had been obtained individual consent from local residents. All rattraps were set before night and recovered in next morning. After identification of species through morphological observation, captured rats were narcotized by pentobarbital sodium, then dissected and extracted lung tissue sterilely. Lung tissues of rodents were immediately stored into liquid nitrogen until further laboratory test. All sections of this report adhere to the ARRIVE Guidelines for reporting animal research. A completed ARRIVE guidelines checklist is included in Additional file 1.
Immunofluorescent assay (IFA), reverse transcription (RT)-PCR and sequencing
Lung tissues of rodents were conducted into frozen sections to detect hantavirus antigen by IFA with rabbit anti-SEOV/L99 and HTNV/76–118 hantavirus antibodies and FITC-labeled IgG according to the previous method [16, 17]. Since 2012, total RNA were extracted from lung tissues of rodents that had been confirmed for virus-carrying positive by IFA using TRIzol reagent (Invitrogen Life Technologies, Carlsbad, CA, USA) according to the manufacturer’s instruction. Then, cDNAs were synthesized with AMV reverse transcriptase (Promega, Beijing, China) in the presence of primer P14 which was genus-specific segment for hantavirus . The partial M segment (1934–2353 bp, total 420 bp) were amplified by using pairs of primers and relative protocols discribed previously [17, 19], that now have been included into Chinese National HFRS Surveillance Strategy. After examination with agarose gel electrophoresis, RT-PCR products were purified and cloned into plasmid vectors as previously described . The positive recombinant plasmids were send to Sangon Biotech (Shanghai) Corporation Ltd. for sequencing, and all processed sequences had been stored into GenBank (MK340822-MK340857).
All 36 nucleotides sequences that we obtained conbining some other M sequences of typical Seoul virus that have been stored in GenBank were aligned with ClustalX , trimmed off terminal un-aligned regions using Gblocks , and constructed into a neighbor-joining tree using MEGA 7  with the maximum composite likelihood mode for distance calculation and 1000 replications for bootstrapping. The partial M segment of a strain of Hantaan virus was used to root the tree. Amino acids sequences of 36 Seoul virus were also aligned using same method mentioned above to figure out the variations with significance and the strain isolated from Qinhuangdao City, Hebei province in 1993 was used as a reference.
Morbidity and case-fatality rate
The first clinical human infection case of HFRS in Hebei province  was reported in 1981, and then the HFRS cases were continuously emerged every year. According to the morbidity, the history of hantavirus infections in human beings in Hebei province can be generally divided into three phases, 1981–1990 (Phase I), 1991–2010 (Phase II) and 2011–2016 (Phase III), within the 36-year period (Fig. 2a). In total, 55,507 HFRS cases with 374 deaths were reported in Hebei province and they almost involved all the area of the province. The largest province-wide HFRS outbreak occurred in 2002, which associated with 5037 cases, 6 deaths and more than 140 counties. The annual incidence of HFRS disease was instable, spanning from 0.02 through 76.00 cases per million population. Thanks to lots of comprehensive preventive measures conducted recently, incidences of the latest outbreak epidemic have been controlled under 20 cases per million population (Fig. 2a). At the earlier stage of emergency, the annual case-fatality rate of HFRS in Hebei province had reached up to 16.7% (1983), then it has been controlled at a relative lower level, spanning from 0.1–1.9% with an average as 0.6% (1987–2016) (Fig. 2b).
People in any age group, from infants to elderly people, are considered to be generally susceptible for HFRS infection. While, the middle aged people (20 to 59 years old) accounted for the most (84.8%) cases. In addition, long-term surveillance also showed that annual age-peaks of HFRS patients were mildly but continuously aging since 1988 when age information of cases start to be collected (Fig. 2c). Expectantly, the gender of more susceptible population was invarible throughout that male patients with higher incidence always accounted for approximate 70% of the total number of HFRS cases (Fig. 2d). Farmer still was the most dominant occupational factor (data not shown), which was also consistant with that of other areas in China .
Temporal and spatial distribution
Generally, HFRS outbreak emerged throughout the whole year, and there were two seasonal peaks, a bigger one in spring and a smaller one in winter . The monthly surveillance of HFRS cases of Hebei province showed that the bigger peak and smaller peak appeared alternately during 1981–2010 (Phase I and II), however the winter smaller peak were gradually going to be unapparent since 2011 (Phase III) (Fig. 3a).
All 11 cities of Hebei province have ever been reported the HFRS cases, while the main outbreak areas shift gradually (Fig. 3b). If we divided Hebei province into three part (southern, central and northern area), the long-term surveillance revealed that the high incidence area had altered from southern and central area to northern area, especially in the northeast of the province (Fig. 3c, d). During the Phase I HFRS epidemic, most cases were reported from the cities in sourthern and central area and fewer cases were reported from the northern cities. Since Phase II, the proportion that cases from northern cities of provincial total incidences increased progressively. So far, cases from Tangshan and Qinhuangdao, which located in the northeast of the province, had accounted for nearly 90% of the total incidences.
Rodent density, species composition and virus-carrying rate
Since 2007, in total of 181,966 rattraps were set up with 2721 rodents, including Rattus norvegicus, Mus musculus, Tscherskia triton, Apodemus agrarius and some other unrecognized species, were captured from the six surveillance points (Table 1, Additional file 2). While the annual rodent densities in each surveillance points had a great fluctuation, the residential area generally possess much higher rodent density than the field (U = 147.5, P < 0.001) (Fig. 4a). For the rodent species composition, no matter in residential area or the field R. norvegicus indisputably was the dominant rodent species and it accounted for 85 and 63% of all captured rodents, respectively. In addition, M. musculus was the second largest rodent group inhabitting in the residential area. T. triton and A. agrarius were only discovered in the field.
The lung tissues of all captured rodents had been detected of the hantavirus antigen by IFA. The result showed that the virus-carrying rates of field rodents were much lower than that of rodents living in the residential area (U = 551.0, P < 0.001) (Table 1, Additional file 2, Fig. 4b). All field rodents were detected as hantavirus free only except the rodents captured from Dingzhou City in 2010. The residential rodents of most surveillance points stably possess relative low virus-carrying rates (under 5%), while the virus-carrying rate of rodents captured from Luan county located in northeast of the province had kept a high level during the third epidemic.
The molecular evolution of the virus
Not all virus-carrying lung samples detected by IFA for positive could be successfully detected by RT-PCR due to the different thresholds. Totally, only 36 lung tissues of rodents captured from the northeastern cities of the province, Chengde, Tangshan and Qinhuangdao where were the current high-incidence area for HFRS, were detected for positive by RT-PCR of partial M segment (1934–2353 bp, total 420 bp). The phylogenetic analysis of the nucleotide sequences showed that hantaviruses circulating in Hebei province evolved slowly and they all belonged to Seoul virus S3 genotype (Fig. 5a). It is shown that the hantaviruses identified in 1993 had an apparent genetic difference with the viruses identified in last decade. However, there was no significant genetic divergence between each hantaviruses identified during this ten-year period (2007–2016), neither in different areas nor different years.
All variations of the viral nucleotides we identified are substitutions without any indel and most of them are non-signification. Among the 36 amino acid sequences of the viral partial glycoproteins, three sites (A647V, V652I and T690R) of five sequences are shown with single mutation compared to the strain isolated from Qinhuangdao in 1993 (Fig. 5b). The partial glycoprotein gene we amplified covers the end of Gn gene and the head of Gc gene, and all three mutated sites are in this extra-membrane part of Gc protein that will be present on the surface of mature viral particle.
This province-wide long-term surveillance in northern China elucidates that the circulation of HFRS performs certain periodicity and now we are in the third epidemic season. The most awful period is the second epidemic which occurred for 20 years and effected almost all the cities of Hebei province. Thus, more attention need to be paid cause this zoonotic infectious disease has killed too many people and made severe adverse effects to humans . Thanks to lots of comprehensive preventive measures, such as the national immunization programs, health promotion, environment improvement and deratization, the annual incidence of HFRS cases in Hebei province have been controled under 20 cases per million population in last decade. However the periodical recurrence of HFRS epidemic has warned us the surveillance of hantavirus infection in humans and rodents should be continuely enhanced.
For the first time, we have detected that the age peak of HFRS patients is slightly getting older. It is assumed that more and more young people trend to migrate into urban cities resulting in low frequency of contact with virus-carrying rodents. While, adult male farmers are still the key population of HFRS disease promptting that these people should be primary objects for the immunization programs. So far, the inactivated vaccines yielded from cultured cells or rodent brain has been licensed for use in humans in China  and the immunization program was executed in northeastern cities, Tangshan and Qinhuangdao since 2008. While the immune protective efficiency of these vaccines was still unclear and needs some further observation. In addition, some other classical or advanced molecular vaccine approaches, including DNA vaccines and attenuated live vaccines are still in pre- or clinical stages for further evaluations [6, 24].
The bigger spring peaks of HFRS were obvious and consistent annually warning people to decrease the frequency of contaction with rodent populations at this time. While, it is hard to interpret that the smaller winter peaks are going to be unapparent. Previous epidemiological study has elucidated that the winter peak was generally associated with HTNV carried by striped field rat (A. agrarius) and the spring peak was mainly caused by SEOV carried by house rat (R. norvegicus) [25, 26]. The decline of winter peak potentially interprets the proportion of HFRS patients associated with HTNV is decreasing, which coincides with pathogenical surveillance of rodents that only SEOV were identified in Hebei province during latest decade. On the other hand, the previous apparent winter peaks especially during second epidemic demonstrated that HTNV might circulate in Hebei province once.
Based on this long-term surveillance, we discovered that the high incidence region of HFRS has gradully shift. While, the principal factor of HFRS transmission dynamic is still unclear. It has been suggested that the climate variability may drive the dynamics of human HFRS infection, because the climate, such as temperature and rainfall can provide favorable conditions for both rodent population growth and virus transmission [27,28,29]. Urbanization and other relative human activities may also affect the frequency of contact between human and rodent populations furtherly impacting HFRS transmission dynamic [30, 31]. However, it seems to be unconvincing to consider urbanization playing key role in high incidence region shift cause urbanization of central or southern part of the province was comparable to northeastern part. In addition, it has been proven that there are some potential correlationship between incidence of HFRS and air pollution . Herein, we give a hypothesis that since 1980s the ecological environmental factors and human activities made a combined effection to local host species and virus genotype furtherly deciding the high incidence region shift.
As a zoonotic disease, the incidence of HFRS has a close relationship with the local population of rodents, including host density and virus-carrying rate . The annual host densities in Hebei province were drastically fluctuated indicating that the rodent habitted ecology environment was flimsy. While an apparent peak of virus-carrying rate was solely observed in Luan county, where was the high-incidence region of HFRS during the third epidemic phase indicating that virus-carrying rate play a more significant role to affect incidence of HFRS infection. Therefore, virus-carrying rate should be considered as a significant surveillance indicator to alert next HFRS epidemic. In addition, deratization especially in the residential area should be encouraged, cause the higher host density has made people under high exposure risk of rodent-borne pathogenic viruses including hantaviruses.
Epidemiological characteristic and clinical manifestation of HFRS can be determined by virus genotypes which are further influenced by host speicies . In central China, HFRS has stronger relationship with HTNV carried by striped field mouse . It has been shown that HTNV and SEOV simutaneously circulated in most areas of China, such as eastern coastal city, Qingdao , central city beside Yangzi River, Wuhan  as well as southwestern area  and northeastern area . Uniquely, we have never identified HTNV among rodents and correspondingly the field rat, A. agrarius the natural host for HTNV, was also seldom to be found even in the field areas of Hebei province since 2007. However, the house rat, R. norvegicus predominantly existed in both residential areas and field areas leading SEOV probably to be sole pathogen for HFRS infection in this northern China province. For the past few years, more and more evidences has proven that due to global warming or the usage of rodenticides the asian house rat, Rattus tanezumi which naturally exit in southern China has expanded their vivosphere northward and aggressively influenced local rodent population including R. norvegicus [36, 37]. Because so far R. tanezumi has not been proven to be a natural host for SEOV, this migration might incompletely explain the shift of HFRS high incidence region of Hebei province. Thus far, in order to comprehensively illustrate the transmission dynamic of HFRS, continuous surveillance of rodent population should be enhanced in the future.
Based on phylogenetic analysis, we have known that hantaviruses circulated among high-incidence region of HFRS evolved slightly during the past decade and there was no apparent geographic segregation indentified. Here we modestly gave a hypothesis that there was no extraneous hantavirus invaded recently and only native strains of hantavirus were circulated throughout in Hebei province from 1990s to date. Meanwhile it has been shown that SEOV, probably the only hantavirus species which globally spread, has spread into west world owing to the omnipresence of its rodent host [38, 39]. The only valid explanation that why SEOV-HFRS epidemic situation of China was much more serious than that of western countries over past decades, is and remains a lower medical awareness in the West for detecting milder and sometimes atypical SEOV-HFRS cases, which are probably underreported . Most mutations of nucleotides of SEOV identified in this study were considered to be no significance and two sites with subtitutions of amino acids in separated strains were supposed to occur occasionally. However the amino acid mutation (V652I) simutaneously present in three strains should be gaven more attention. It has been proven that both Gn and Gc are transmembrane proteins playing significant roles in recognition, adhesion and invasion of target cells . Thus, further surveillance and laboratory study should be done to figure out whether this mutation affects physiology and transmission dynamic of viruses and clinical manifestation of HFRS.
In conclusion, this long-term province-wide surveillance in northern China indicates that HFRS epidemic periodically occurred and the high-incidence region has shift. SEOV carried by house rat R. norvegicus probably is sole pathogen for HFRS in Hebei province and further molecular evidence elucidates that viruses circulated during past decade are homologous but they are still slightly evolving. Continued surveillance of hantavirus infection in both humans and host rodents is needed to fight against this infectious zoonotic disease.
Availability of data and materials
The datasets supporting the conclusions of this article are included within the article and the additional files. The original data of this article are held at Hebei Center for Disease Control and Prevention, and data can be accessed from the corresponding author upon reasonable request. Due to patient confidentiality some of the data cannot be accessed.
Hemorrhagic fever with renal syndrome
National Notifiable Infectious Diseases Reporting Information System
Reverse transcription-polymerase chain reaction
Vaheri A, Strandin T, Hepojoki J, Sironen T, Henttonen H, Makela S, Mustonen J. Uncovering the mysteries of hantavirus infections. Nat Rev Microbiol. 2013;11(8):539–50.
Ermonval M, Baychelier F, Tordo N. What do we know about how hantaviruses interact with their different hosts? Viruses. 2016;8(8):E223.
Holmes EC, Zhang YZ. The evolution and emergence of hantaviruses. Curr Opin Virol. 2015;10:27–33.
Zhang YZ, Zou Y, Fu ZF, Plyusnin A. Hantavirus infections in humans and animals. China Emerg Infect Dis. 2010;16(8):1195–203.
Jonsson CB, Figueiredo LT, Vapalahti O. A global perspective on hantavirus ecology, epidemiology, and disease. Clin Microbiol Rev. 2010;23(2):412–41.
Jiang H, Zheng X, Wang L, Du H, Wang P, Bai X. Hantavirus infection: a global zoonotic challenge. Virol Sin. 2017;32(1):32–43.
Clement J, Maes P, Van Ranst M. Hemorrhagic fever with renal syndrome in the new, and hantavirus pulmonary syndrome in the Old World: paradi (se) gm lost or regained? Virus Res. 2014;187:55–8.
McKenna P, Clement J, Matthys P, Coyle PV, McCaughey C. Serological evidence of hantavirus disease in Northern Ireland. J Med Virol. 1994;43:33–8.
Clement J, Heyman P, McKenna P, Colson P, Avsic-Zupanc T. The hantaviruses of Europe: from the bedside to the bench. Emerg Infect Dis. 1997;3:205–11.
Clement J, LeDuc JW, McElhinney LM, Reynes J-MM, Van Ranst M, Calisher CH. Clinical characteristics of ratborne Seoul hantavirus disease. Emerg Infect Dis. 2019;25:387–8.
Zhu Y, Wu Y, Chai Y, Qi J, Peng R, Feng WH, Gao GF. The postfusion structure of the heartland virus Gc glycoprotein supports taxonomic separation of the bunyaviral families Phenuiviridae and Hantaviridae. J Virol. 2018;92(1):e01558–17.
Zou Y, Hu J, Wang ZX, Wang DM, Yu C, Zhou JZ, Fu ZF, Zhang YZ. Genetic characterization of hantaviruses isolated from Guizhou, China: evidence for spillover and reassortment in nature. J Med Virol. 2008;80(6):1033–41.
Li Q, Cai Y, Wei Y, Han X, Han Z, Zhang Y, Qi S, Xu Y. Genovariation study of hantavirus in main endemic areas of hemorrhagic fever with renal syndrome in Hebei Province, China. PLoS One. 2016;11(7):e0159731.
Yang W, Li Z, Lan Y, Wang J, Ma J, Jin L, Sun Q, Lv W, Lai S, Liao Y, et al. A nationwide web-based automated system for outbreak early detection and rapid response in China. Western Pac Surveill Response J. 2011;2(1):10–5.
Wang L, Wang Y, Jin S, Wu Z, Chin DP, Koplan JP, Wilson ME. Emergence and control of infectious diseases in China. Lancet. 2008;372(9649):1598–605.
Zhang YZ, Dong X, Li X, Ma C, Xiong HP, Yan GJ, Gao N, Jiang DM, Li MH, Li LP, et al. Seoul virus and hantavirus disease, Shenyang, People's Republic of China. Emerg Infect Dis. 2009;15(2):200–6.
Wang H, Yoshimatsu K, Ebihara H, Ogino M, Araki K, Kariwa H, Wang Z, Luo Z, Li D, Hang C, et al. Genetic diversity of hantaviruses isolated in China and characterization of novel hantaviruses isolated from Niviventer confucianus and Rattus rattus. Virology. 2000;278(2):332–45.
Schmaljohn CS, Jennings GB, Hay J, Dalrymple JM. Coding strategy of the S genome segment of Hantaan virus. Virology. 1986;155(2):633–43.
Wang SW, Hang CS, Wang H, Xie YX, Ma BJ. Genotype and clade distribution of hantaviruses in China [in Chinese]. Chin J Virol. 2002;3:211–6.
Larkin MA, Blackshields G, Brown NP, Chenna R, McGettigan PA, McWilliam H, Valentin F, Wallace IM, Wilm A, Lopez R, et al. Clustal W and Clustal X version 2.0. Bioinformatics. 2007;23(21):2947–8.
Castresana J. Selection of conserved blocks from multiple alignments for their use in phylogenetic analysis. Mol Biol Evol. 2000;17(4):540–52.
Kumar S, Stecher G, Tamura K. MEGA7: molecular evolutionary genetics analysis version 7.0 for bigger datasets. Mol Biol Evol. 2016;33(7):1870–4.
Li Q, Zhao W, Wei Y, Han X, Han Z, Zhang Y, Qi S, Xu Y. Analysis of incidence and related factors of hemorrhagic fever with renal syndrome in Hebei Province, China. PLoS One. 2014;9(7):e101348.
Kruger DH, Schonrich G, Klempa B. Human pathogenic hantaviruses and prevention of infection. Hum Vaccin. 2011;7(6):685–93.
Chen HX, Qiu FX, Dong BJ, Ji SZ, Li YT, Wang Y, Wang HM, Zuo GF, Tao XX, Gao SY. Epidemiological studies on hemorrhagic fever with renal syndrome in China. J Infect Dis. 1986;154(3):394–8.
Chen HX, Qiu FX. Epidemiologic surveillance on the hemorrhagic fever with renal syndrome in China. Chin Med J. 1993;106(11):857–63.
Tian H, Yu P, Cazelles B, Xu L, Tan H, Yang J, Huang S, Xu B, Cai J, Ma C, et al. Interannual cycles of Hantaan virus outbreaks at the human-animal interface in Central China are controlled by temperature and rainfall. Proc Natl Acad Sci U S A. 2017;114(30):8041–6.
Klempa B. Hantaviruses and climate change. Clin Microbiol Infect. 2009;15(6):518–23.
Tian H, Yu P, Bjornstad ON, Cazelles B, Yang J, Tan H, Huang S, Cui Y, Dong L, Ma C, et al. Anthropogenically driven environmental changes shift the ecological dynamics of hemorrhagic fever with renal syndrome. PLoS Pathog. 2017;13(1):e1006198.
Zou LX, Chen MJ, Sun L. Haemorrhagic fever with renal syndrome: literature review and distribution analysis in China. Int J Infect Dis. 2016;43:95–100.
Tian H, Hu S, Cazelles B, Chowell G, Gao L, Laine M, Li Y, Yang H, Li Y, Yang Q, et al. Urbanization prolongs hantavirus epidemics in cities. Proc Natl Acad Sci U S A. 2018;115(18):4707–12.
Han SS, Kim S, Choi Y, Kim S, Kim YS. Air pollution and hemorrhagic fever with renal syndrome in South Korea: an ecological correlation study. BMC Public Health. 2013;13:347.
Jiang F, Wang L, Wang S, Zhu L, Dong L, Zhang Z, Hao B, Yang F, Liu W, Deng Y, et al. Meteorological factors affect the epidemiology of hemorrhagic fever with renal syndrome via altering the breeding and hantavirus-carrying states of rodents and mites: a 9 years' longitudinal study. Emerg Microbes Infect. 2017;6(11):e104.
Kang YJ, Zhou DJ, Tian JH, Yu B, Guo WP, Wang W, Li MH, Wu TP, Peng JS, Plyusnin A, et al. Dynamics of hantavirus infections in humans and animals in Wuhan city, Hubei, China. Infect Genet Evol. 2012;12(8):1614–21.
Cao S, Ma J, Cheng C, Ju W, Wang Y. Genetic characterization of hantaviruses isolated from rodents in the port cities of Heilongjiang, China, in 2014. BMC Vet Res. 2016;12:69.
Hou YF, Zhao ZQ, Zhai SY. Investigation on the population distribution of Asian house rat (Rattus tanezumi) in Shijiazhuang, Hebei province [in Chinese]. J Med Pest Control. 2016;32(03):310–1.
Guo HL, Teng HJ, Zhang JH, Zhang JX, Zhang YH. Asian house rats may facilitate their invasive success through suppressing brown rats in chronic interaction. Front Zool. 2017;14:20.
Kim WK, No JS, Lee SH, Song DH, Lee D, Kim JA, Gu SH, Park S, Jeong ST, Kim HC, et al. Multiplex PCR-based next-generation sequencing and global diversity of Seoul virus in humans and rats. Emerg Infect Dis. 2018;24(2):249–57.
Lin XD, Guo WP, Wang W, Zou Y, Hao ZY, Zhou DJ, Dong X, Qu YG, Li MH, Tian HF, et al. Migration of Norway rats resulted in the worldwide distribution of Seoul hantavirus today. J Virol. 2012;86(2):972–81.
We thank the colleagues from every municipal and county centers for diseases control and prevention for helping us collect data and samples.
This work was supported by the Key Technologies R&D Program of the National Ministry of Science (No. 2013ZX10004202–001-004 and No. 2018ZX10713002), the Natural Science Fundation of Hebei Province, PR China (No. C2007000944 and No. H2015303009) and Science and Technology and Development Plan Program of Hebei Province, PR China (No. 07276101D-114). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Ethics approval and consent to participate
Ethical approval for this research was granted by Ethics Committee of Hebei Center for Disease Control and Prevention (review approval number IRB(P)2016–001). The epidemiological data of cases were coded to be anonymous such that it is not possible to identify individual patients. All treatment of animals were also under the ethics permission. Capturing rats in residential areas have obtained individual consent from local residents.
Consent for publication
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