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Published in: BMC Infectious Diseases 1/2016

Open Access 01-12-2016 | Research article

Association between the incidence of varicella and meteorological conditions in Jinan, Eastern China, 2012–2014

Authors: Yunqing Yang, Xingyi Geng, Xiaoxue Liu, Weiru Wang, Ji Zhang

Published in: BMC Infectious Diseases | Issue 1/2016

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Abstract

Background

Varicella remains an important public health issue in China. In this study we explored the effect of weather conditions on the incidence of varicella in the temperate city of Jinan, Eastern China during 2012–2014 to inform public health prevention and control measures.

Methods

Data on reported cases of varicella were obtained from National Notifiable Disease Report System. Meteorological data for the same time period were obtained from the Jinan Meteorological Bureau. A negative binomial regression model was used to assess the relationships between meteorological variables and the incidence of varicella. Given collinearity between average temperature and atmospheric pressure, separate models were constructed: one including average temperature without atmospheric pressure, the other including atmospheric pressure but without average temperature. Both models included relative humidity, wind velocity, rainfall, sunshine, and year as independent variables.

Results

Annual incidence rates of varicella were 44.47, 53.69, and 46.81 per 100,000 for 2012, 2013, and 2014, respectively. Each increase of 100 Pa (hPa) in atmospheric pressure was estimated to be associated with an increase in weekly incidence of 3.35 % (95 % CI = 2.94–3.67 %), while a 1 °C rise in temperature was associated with a decrease of 3.44 % (95 % CI = −3.73–3.15 %) in the weekly incidence of varicella. Similarly, a 1 % rise in relative humidity corresponded to a decrease of 0.50 % or 1.00 %, a 1 h rise in sunshine corresponded to an increase of 1.10 % or 0.50 %, and a 1 mm rise in rainfall corresponded to an increase of 0.20 % or 0.30 %, in the weekly incidence of varicella cases, depending on the variable considered in the model.

Conclusion

Our findings show that weather factors have a significant influence on the incidence of varicella. Meteorological conditions should be considered as important predictors of varicella incidence in Jinan, Eastern China.
Literature
1.
go back to reference Breuer J, Whitley R. Varicella zoster virus: natural history and current therapies of varicella and herpes zoster. Herpes. 2007;14 Suppl 2:25–9.PubMed Breuer J, Whitley R. Varicella zoster virus: natural history and current therapies of varicella and herpes zoster. Herpes. 2007;14 Suppl 2:25–9.PubMed
2.
go back to reference Lee BR, Feaver SL, Miller CA, Hedberg CW, Ehresmann KR. An elementary school outbreak of varicella attributed to vaccine failure: policy implications. J Infect Dis. 2004;190(3):477–83.CrossRefPubMed Lee BR, Feaver SL, Miller CA, Hedberg CW, Ehresmann KR. An elementary school outbreak of varicella attributed to vaccine failure: policy implications. J Infect Dis. 2004;190(3):477–83.CrossRefPubMed
3.
go back to reference Marchetto S, de Benedictis FM, de Martino M, Versace A, Chiappini E, Bertaine C, Osimani P, Cordiali R, Gabiano C, Galli L. Epidemiology of hospital admissions for chickenpox in children: an Italian multicentre study in the pre-vaccine era. Acta Paediatr. 2007;96(10):1490–3.CrossRefPubMed Marchetto S, de Benedictis FM, de Martino M, Versace A, Chiappini E, Bertaine C, Osimani P, Cordiali R, Gabiano C, Galli L. Epidemiology of hospital admissions for chickenpox in children: an Italian multicentre study in the pre-vaccine era. Acta Paediatr. 2007;96(10):1490–3.CrossRefPubMed
4.
go back to reference Liu GF, Song LZ, Feng L. Investigation on varicella incidence of the children < or =14 years old in Shandong province in 2007. Zhongguo Yi Miao He Mian Yi. 2010;16(3):225–8.PubMed Liu GF, Song LZ, Feng L. Investigation on varicella incidence of the children < or =14 years old in Shandong province in 2007. Zhongguo Yi Miao He Mian Yi. 2010;16(3):225–8.PubMed
5.
go back to reference Toyama N, Shiraki K. Epidemiology of herpes zoster and its relationship to varicella in Japan: a 10-year survey of 48,388 herpes zoster cases in Miyazaki prefecture. J Med Virol. 2009;81(12):2053–8.CrossRefPubMed Toyama N, Shiraki K. Epidemiology of herpes zoster and its relationship to varicella in Japan: a 10-year survey of 48,388 herpes zoster cases in Miyazaki prefecture. J Med Virol. 2009;81(12):2053–8.CrossRefPubMed
6.
go back to reference Cho SB, Oh SH, Ahn BK, Kim HS, Park JM, Lee JH, Lee KH. Incidence of chickenpox in young South Korean soldiers and correlation with atopic dermatitis. Clin Exp Dermatol. 2009;34(6):668–71.CrossRefPubMed Cho SB, Oh SH, Ahn BK, Kim HS, Park JM, Lee JH, Lee KH. Incidence of chickenpox in young South Korean soldiers and correlation with atopic dermatitis. Clin Exp Dermatol. 2009;34(6):668–71.CrossRefPubMed
7.
go back to reference Lin YH, Huang LM, Chang IS, Tsai FY, Chang LY. Disease burden and epidemiological characteristics of varicella in Taiwan from 2000 to 2005. J Microbiol Immunol Infect. 2009;42(1):5–12.PubMed Lin YH, Huang LM, Chang IS, Tsai FY, Chang LY. Disease burden and epidemiological characteristics of varicella in Taiwan from 2000 to 2005. J Microbiol Immunol Infect. 2009;42(1):5–12.PubMed
8.
go back to reference Chan JY, Tian L, Kwan Y, Chan W, Leung C. Hospitalizations for varicella in children and adolescents in a referral hospital in Hong Kong, 2004 to 2008: a time series study. BMC Public Health. 2011;11:366.CrossRefPubMedPubMedCentral Chan JY, Tian L, Kwan Y, Chan W, Leung C. Hospitalizations for varicella in children and adolescents in a referral hospital in Hong Kong, 2004 to 2008: a time series study. BMC Public Health. 2011;11:366.CrossRefPubMedPubMedCentral
9.
go back to reference Garnett GP, Cox MJ, Bundy DA, Didier JM, St CJ. The age of infection with varicella-zoster virus in St Lucia, West Indies. Epidemiol Infect. 1993;110(2):361–72.CrossRefPubMedPubMedCentral Garnett GP, Cox MJ, Bundy DA, Didier JM, St CJ. The age of infection with varicella-zoster virus in St Lucia, West Indies. Epidemiol Infect. 1993;110(2):361–72.CrossRefPubMedPubMedCentral
10.
go back to reference Vergara-Castaneda A, Escobar-Gutierrez A, Ruiz-Tovar K, Sotelo J, Ordonez G, Cruz-Rivera MY, Fonseca-Coronado S, Martinez-Guarneros A, Carpio-Pedroza JC, Vaughan G. Epidemiology of varicella in Mexico. J Clin Virol. 2012;55(1):51–7.CrossRefPubMed Vergara-Castaneda A, Escobar-Gutierrez A, Ruiz-Tovar K, Sotelo J, Ordonez G, Cruz-Rivera MY, Fonseca-Coronado S, Martinez-Guarneros A, Carpio-Pedroza JC, Vaughan G. Epidemiology of varicella in Mexico. J Clin Virol. 2012;55(1):51–7.CrossRefPubMed
11.
go back to reference Wu PY, Li YC, Wu HD. Risk factors for chickenpox incidence in Taiwan from a large-scale computerized database. Int J Dermatol. 2007;46(4):362–6.CrossRefPubMed Wu PY, Li YC, Wu HD. Risk factors for chickenpox incidence in Taiwan from a large-scale computerized database. Int J Dermatol. 2007;46(4):362–6.CrossRefPubMed
12.
go back to reference Chan JY, Lin HL, Tian LW. Meteorological factors and El Nino Southern Oscillation are associated with paediatric varicella infections in Hong Kong, 2004–2010. Epidemiol Infect. 2014;142(7):1384–92.CrossRefPubMed Chan JY, Lin HL, Tian LW. Meteorological factors and El Nino Southern Oscillation are associated with paediatric varicella infections in Hong Kong, 2004–2010. Epidemiol Infect. 2014;142(7):1384–92.CrossRefPubMed
13.
go back to reference Li T. Varicella emergency vaccination seemed instrumental in declining chickenpox incident in Guangzhou, Southern China. Rev Inst Med Trop Sao Paulo. 2013;55:3. Li T. Varicella emergency vaccination seemed instrumental in declining chickenpox incident in Guangzhou, Southern China. Rev Inst Med Trop Sao Paulo. 2013;55:3.
14.
15.
go back to reference Ma H, Fontaine R. Varicella outbreak among primary school students--Beijing, China, 2004. MMWR Morb Mortal Wkly Rep. 2006;55 Suppl 1:39–43. Ma H, Fontaine R. Varicella outbreak among primary school students--Beijing, China, 2004. MMWR Morb Mortal Wkly Rep. 2006;55 Suppl 1:39–43.
16.
go back to reference Du Y, Yu F, Zhang L, Wang X, Jin B, Wang Y, Mei K, Lu J, Jiang L. Analysis of protective effect of using chickenpox live attenuated vaccine among 4–17 years old children in Minhang district, Shanghai. Zhonghua Yu Fang Yi Xue Za Zhi. 2014;48(12):1048–52.PubMed Du Y, Yu F, Zhang L, Wang X, Jin B, Wang Y, Mei K, Lu J, Jiang L. Analysis of protective effect of using chickenpox live attenuated vaccine among 4–17 years old children in Minhang district, Shanghai. Zhonghua Yu Fang Yi Xue Za Zhi. 2014;48(12):1048–52.PubMed
17.
go back to reference Zhang X, Yu Y, Zhang J, Huang S, Wang Z, Zhang J, et al. The epidemiology of varicella cases among children in Beijing’s Fengtai District from 2008 to 2012. Vaccine. 2014;32(29):3569–72. Zhang X, Yu Y, Zhang J, Huang S, Wang Z, Zhang J, et al. The epidemiology of varicella cases among children in Beijing’s Fengtai District from 2008 to 2012. Vaccine. 2014;32(29):3569–72.
18.
go back to reference Lu L, Wang C, Suo L, Li J, Liu W, Pang X, Yan Y, Liu F, Zhao J, He Y. Varicella disease in Beijing in the era of voluntary vaccination, 2007 to 2010. Pediatr Infect Dis J. 2013;32(8):e314–8. Lu L, Wang C, Suo L, Li J, Liu W, Pang X, Yan Y, Liu F, Zhao J, He Y. Varicella disease in Beijing in the era of voluntary vaccination, 2007 to 2010. Pediatr Infect Dis J. 2013;32(8):e314–8.
19.
go back to reference Rogalska J, Paradowska-Stankiewicz I. Chickenpox in Poland in 2012. Przegl Epidemiol. 2014;68(2):201–4. 323–324.PubMed Rogalska J, Paradowska-Stankiewicz I. Chickenpox in Poland in 2012. Przegl Epidemiol. 2014;68(2):201–4. 323–324.PubMed
20.
go back to reference Hua L, Hongtao H, Shunqin W, Jinping G, Jiandong C, Zhaoliang L, Xinwen F. Simultaneous vaccination of Chinese applicants for a United States immigrant visa. Travel Med Infect Dis. 2008;6(3):130–6.CrossRefPubMed Hua L, Hongtao H, Shunqin W, Jinping G, Jiandong C, Zhaoliang L, Xinwen F. Simultaneous vaccination of Chinese applicants for a United States immigrant visa. Travel Med Infect Dis. 2008;6(3):130–6.CrossRefPubMed
21.
go back to reference Khaleel HA, Abdelhussein HM. Clinical epidemiology of chickenpox in Iraq from 2007–2011. Glob J Health Sci. 2013;5(1):180–6. Khaleel HA, Abdelhussein HM. Clinical epidemiology of chickenpox in Iraq from 2007–2011. Glob J Health Sci. 2013;5(1):180–6.
22.
go back to reference Li T, Yang Z, Di B, Wang M. Hand-foot-and-mouth disease and weather factors in Guangzhou, southern China. Epidemiol Infect. 2014;142(8):1741–50.CrossRefPubMed Li T, Yang Z, Di B, Wang M. Hand-foot-and-mouth disease and weather factors in Guangzhou, southern China. Epidemiol Infect. 2014;142(8):1741–50.CrossRefPubMed
23.
go back to reference Li T, Yang Z, Wang M. Temperature, relative humidity and sunshine may be the effective predictors for occurrence of malaria in Guangzhou, southern China, 2006–2012. Parasit Vectors. 2013;6:155.CrossRefPubMedPubMedCentral Li T, Yang Z, Wang M. Temperature, relative humidity and sunshine may be the effective predictors for occurrence of malaria in Guangzhou, southern China, 2006–2012. Parasit Vectors. 2013;6:155.CrossRefPubMedPubMedCentral
24.
go back to reference Li T, Yang Z, Wang M. Diurnal temperature range may be the risk factor for respiratory tract infections among the elderly in Guangzhou, China. Int J Biometeorol. 2014;58(3):309–10.CrossRefPubMed Li T, Yang Z, Wang M. Diurnal temperature range may be the risk factor for respiratory tract infections among the elderly in Guangzhou, China. Int J Biometeorol. 2014;58(3):309–10.CrossRefPubMed
25.
go back to reference Li TG, Yang ZC, Luo L, Di B, Wang M. Dengue Fever epidemiological status and relationship with meteorological variables in Guangzhou, Southern China, 2007–2012. Biomed Environ Sci. 2013;26(12):994–7.PubMed Li TG, Yang ZC, Luo L, Di B, Wang M. Dengue Fever epidemiological status and relationship with meteorological variables in Guangzhou, Southern China, 2007–2012. Biomed Environ Sci. 2013;26(12):994–7.PubMed
26.
go back to reference Lee BW. Review of varicella zoster seroepidemiology in India and Southeast Asia. Trop Med Int Health. 1998;3(11):886–90.CrossRefPubMed Lee BW. Review of varicella zoster seroepidemiology in India and Southeast Asia. Trop Med Int Health. 1998;3(11):886–90.CrossRefPubMed
27.
go back to reference Venkitaraman AR, John TJ. The epidemiology of varicella in staff and students of a hospital in the tropics. Int J Epidemiol. 1984;13(4):502–5.CrossRefPubMed Venkitaraman AR, John TJ. The epidemiology of varicella in staff and students of a hospital in the tropics. Int J Epidemiol. 1984;13(4):502–5.CrossRefPubMed
28.
go back to reference Critselis E, Nastos PT, Theodoridou K, Theodoridou M, Tsolia MN, Hadjichristodoulou C, Papaevangelou V. Time trends in pediatric hospitalizations for varicella infection are associated with climatic changes: a 22-year retrospective study in a tertiary Greek referral center. PLoS One. 2012;7(12):e52016.CrossRefPubMedPubMedCentral Critselis E, Nastos PT, Theodoridou K, Theodoridou M, Tsolia MN, Hadjichristodoulou C, Papaevangelou V. Time trends in pediatric hospitalizations for varicella infection are associated with climatic changes: a 22-year retrospective study in a tertiary Greek referral center. PLoS One. 2012;7(12):e52016.CrossRefPubMedPubMedCentral
29.
go back to reference Liyanage NP, Fernando S, Malavige GN, Mallikahewa R, Sivayogan S, Jiffry MT, Vitarana T. Seroprevalence of varicella zoster virus infections in Colombo district, Sri Lanka. Indian J Med Sci. 2007;61(3):128–34.CrossRefPubMed Liyanage NP, Fernando S, Malavige GN, Mallikahewa R, Sivayogan S, Jiffry MT, Vitarana T. Seroprevalence of varicella zoster virus infections in Colombo district, Sri Lanka. Indian J Med Sci. 2007;61(3):128–34.CrossRefPubMed
30.
go back to reference Grose C, Perrotta DM, Brunell PA, Smith GC. Cell-free varicella-zoster virus in cultured human melanoma cells. J Gen Virol. 1979;43(1):15–27.CrossRefPubMed Grose C, Perrotta DM, Brunell PA, Smith GC. Cell-free varicella-zoster virus in cultured human melanoma cells. J Gen Virol. 1979;43(1):15–27.CrossRefPubMed
31.
go back to reference Grose C, Brunel PA. Varicella-zoster virus: isolation and propagation in human melanoma cells at 36 and 32 degrees C. Infect Immun. 1978;19(1):199–203.PubMedPubMedCentral Grose C, Brunel PA. Varicella-zoster virus: isolation and propagation in human melanoma cells at 36 and 32 degrees C. Infect Immun. 1978;19(1):199–203.PubMedPubMedCentral
32.
go back to reference Markus A, Lebenthal-Loinger I, Yang IH, Kinchington PR, Goldstein RS. An in vitro model of latency and reactivation of varicella zoster virus in human stem cell-derived neurons. PLoS Pathog. 2015;11(6):e1004885.CrossRefPubMedPubMedCentral Markus A, Lebenthal-Loinger I, Yang IH, Kinchington PR, Goldstein RS. An in vitro model of latency and reactivation of varicella zoster virus in human stem cell-derived neurons. PLoS Pathog. 2015;11(6):e1004885.CrossRefPubMedPubMedCentral
33.
go back to reference Hervas D, Hervas-Masip J, Nicolau A, Reina J, Hervas JA. Solar radiation and water vapor pressure to forecast chickenpox epidemics. Eur J Clin Microbiol Infect Dis. 2015;34(3):439–46.CrossRefPubMed Hervas D, Hervas-Masip J, Nicolau A, Reina J, Hervas JA. Solar radiation and water vapor pressure to forecast chickenpox epidemics. Eur J Clin Microbiol Infect Dis. 2015;34(3):439–46.CrossRefPubMed
34.
go back to reference Wise RP, Salive ME, Braun MM, Mootrey GT, Seward JF, Rider LG, Krause PR. Postlicensure safety surveillance for varicella vaccine. JAMA. 2000;284(10):1271–9.CrossRefPubMed Wise RP, Salive ME, Braun MM, Mootrey GT, Seward JF, Rider LG, Krause PR. Postlicensure safety surveillance for varicella vaccine. JAMA. 2000;284(10):1271–9.CrossRefPubMed
35.
go back to reference O’Grady KA, Merianos A, Patel M, Gilbert L. High seroprevalence of antibodies to varicella zoster virus in adult women in a tropical climate. Trop Med Int Health. 2000;5(10):732–6.CrossRefPubMed O’Grady KA, Merianos A, Patel M, Gilbert L. High seroprevalence of antibodies to varicella zoster virus in adult women in a tropical climate. Trop Med Int Health. 2000;5(10):732–6.CrossRefPubMed
36.
go back to reference Brisson M, Edmunds WJ, Law B, Gay NJ, Walld R, Brownell M, Roos L, De Serres G. Epidemiology of varicella zoster virus infection in Canada and the United Kingdom. Epidemiol Infect. 2001;127(2):305–14.CrossRefPubMedPubMedCentral Brisson M, Edmunds WJ, Law B, Gay NJ, Walld R, Brownell M, Roos L, De Serres G. Epidemiology of varicella zoster virus infection in Canada and the United Kingdom. Epidemiol Infect. 2001;127(2):305–14.CrossRefPubMedPubMedCentral
Metadata
Title
Association between the incidence of varicella and meteorological conditions in Jinan, Eastern China, 2012–2014
Authors
Yunqing Yang
Xingyi Geng
Xiaoxue Liu
Weiru Wang
Ji Zhang
Publication date
01-12-2016
Publisher
BioMed Central
Published in
BMC Infectious Diseases / Issue 1/2016
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/s12879-016-1507-1

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