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Published in: BMC Public Health 1/2013

Open Access 01-12-2013 | Research article

Air pollution and hemorrhagic fever with renal syndrome in South Korea: an ecological correlation study

Authors: Seung Seok Han, Sunhee Kim, Yunhee Choi, Suhnggwon Kim, Yon Su Kim

Published in: BMC Public Health | Issue 1/2013

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Abstract

Background

The effects of air pollution on the respiratory and cardiovascular systems, and the resulting impacts on public health, have been widely studied. However, little is known about the effect of air pollution on the occurrence of hemorrhagic fever with renal syndrome (HFRS), a rodent-borne infectious disease. In this study, we evaluated the correlation between air pollution and HFRS incidence from 2001 to 2010, and estimated the significance of the correlation under the effect of climate variables.

Methods

We obtained data regarding HFRS, particulate matter smaller than 10 μm (PM10) as an index of air pollution, and climate variables including temperature, humidity, and precipitation from the national database of South Korea. Poisson regression models were established to predict the number of HFRS cases using air pollution and climate variables with different time lags. We then compared the ability of the climate model and the combined climate and air pollution model to predict the occurrence of HFRS.

Results

The correlations between PM10 and HFRS were significant in univariate analyses, although the direction of the correlations changed according to the time lags. In multivariate analyses of adjusted climate variables, the effects of PM10 with time lags were different. However, PM10 without time lags was selected in the final model for predicting HFRS cases. The model that combined climate and PM10 data was a better predictor of HFRS cases than the model that used only climate data, for both the study period and the year 2011.

Conclusions

This is the first report to document an association between HFRS and PM10 level.
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Literature
1.
go back to reference Lee JS: Clinical features of hemorrhagic fever with renal syndrome in Korea. Kidney Int Suppl. 1991, 35: S88-93.PubMed Lee JS: Clinical features of hemorrhagic fever with renal syndrome in Korea. Kidney Int Suppl. 1991, 35: S88-93.PubMed
2.
go back to reference Kim YS, Ahn C, Han JS, Kim S, Lee JS, Lee PW: Hemorrhagic fever with renal syndrome caused by the Seoul virus. Nephron. 1995, 71: 419-427. 10.1159/000188762.CrossRefPubMed Kim YS, Ahn C, Han JS, Kim S, Lee JS, Lee PW: Hemorrhagic fever with renal syndrome caused by the Seoul virus. Nephron. 1995, 71: 419-427. 10.1159/000188762.CrossRefPubMed
3.
go back to reference Schmaljohn CS, Hasty SE, Dalrymple JM, LeDuc JW, Lee HW, von Bonsdorff CH, Brummer-Korvenkontio M, Vaheri A, Tsai TF, Regnery HL: Antigenic and genetic properties of viruses linked to hemorrhagic fever with renal syndrome. Science. 1985, 227: 1041-1044. 10.1126/science.2858126.CrossRefPubMed Schmaljohn CS, Hasty SE, Dalrymple JM, LeDuc JW, Lee HW, von Bonsdorff CH, Brummer-Korvenkontio M, Vaheri A, Tsai TF, Regnery HL: Antigenic and genetic properties of viruses linked to hemorrhagic fever with renal syndrome. Science. 1985, 227: 1041-1044. 10.1126/science.2858126.CrossRefPubMed
4.
go back to reference Tsai TF: Hemorrhagic fever with renal syndrome: mode of transmission to humans. Lab Anim Sci. 1987, 37: 428-430.PubMed Tsai TF: Hemorrhagic fever with renal syndrome: mode of transmission to humans. Lab Anim Sci. 1987, 37: 428-430.PubMed
5.
go back to reference Nichol ST, Spiropoulou CF, Morzunov S, Rollin PE, Ksiazek TG, Feldmann H, Sanchez A, Childs J, Zaki S, Peters CJ: Genetic identification of a hantavirus associated with an outbreak of acute respiratory illness. Science. 1993, 262: 914-917. 10.1126/science.8235615.CrossRefPubMed Nichol ST, Spiropoulou CF, Morzunov S, Rollin PE, Ksiazek TG, Feldmann H, Sanchez A, Childs J, Zaki S, Peters CJ: Genetic identification of a hantavirus associated with an outbreak of acute respiratory illness. Science. 1993, 262: 914-917. 10.1126/science.8235615.CrossRefPubMed
6.
go back to reference Lee HW: Hemorrhagic fever with renal syndrome in Korea. Rev Infect Dis. 1989, 11 (Suppl 4): S864-876.PubMed Lee HW: Hemorrhagic fever with renal syndrome in Korea. Rev Infect Dis. 1989, 11 (Suppl 4): S864-876.PubMed
7.
go back to reference Lee HW, Lee PW, Johnson KM: Isolation of the etiologic agent of Korean Hemorrhagic fever. J Infect Dis. 1978, 137: 298-308. 10.1093/infdis/137.3.298.CrossRefPubMed Lee HW, Lee PW, Johnson KM: Isolation of the etiologic agent of Korean Hemorrhagic fever. J Infect Dis. 1978, 137: 298-308. 10.1093/infdis/137.3.298.CrossRefPubMed
8.
go back to reference Lee HW, Baek LJ, Johnson KM: Isolation of Hantaan virus, the etiologic agent of Korean hemorrhagic fever, from wild urban rats. J Infect Dis. 1982, 146: 638-644. 10.1093/infdis/146.5.638.CrossRefPubMed Lee HW, Baek LJ, Johnson KM: Isolation of Hantaan virus, the etiologic agent of Korean hemorrhagic fever, from wild urban rats. J Infect Dis. 1982, 146: 638-644. 10.1093/infdis/146.5.638.CrossRefPubMed
9.
go back to reference Bi P, Wu X, Zhang F, Parton KA, Tong S: Seasonal rainfall variability, the incidence of hemorrhagic fever with renal syndrome, and prediction of the disease in low-lying areas of China. Am J Epidemiol. 1998, 148: 276-281. 10.1093/oxfordjournals.aje.a009636.CrossRefPubMed Bi P, Wu X, Zhang F, Parton KA, Tong S: Seasonal rainfall variability, the incidence of hemorrhagic fever with renal syndrome, and prediction of the disease in low-lying areas of China. Am J Epidemiol. 1998, 148: 276-281. 10.1093/oxfordjournals.aje.a009636.CrossRefPubMed
10.
go back to reference Bi P, Tong S, Donald K, Parton K, Ni J: Climatic, reservoir and occupational variables and the transmission of haemorrhagic fever with renal syndrome in China. Int J Epidemiol. 2002, 31: 189-193. 10.1093/ije/31.1.189.CrossRefPubMed Bi P, Tong S, Donald K, Parton K, Ni J: Climatic, reservoir and occupational variables and the transmission of haemorrhagic fever with renal syndrome in China. Int J Epidemiol. 2002, 31: 189-193. 10.1093/ije/31.1.189.CrossRefPubMed
11.
go back to reference Yan L, Fang LQ, Huang HG, Zhang LQ, Feng D, Zhao WJ, Zhang WY, Li XW, Cao WC: Landscape elements and Hantaan virus-related hemorrhagic fever with renal syndrome, People’s Republic of China. Emerg Infect Dis. 2007, 13: 1301-1306. 10.3201/eid1309.061481.CrossRefPubMedPubMedCentral Yan L, Fang LQ, Huang HG, Zhang LQ, Feng D, Zhao WJ, Zhang WY, Li XW, Cao WC: Landscape elements and Hantaan virus-related hemorrhagic fever with renal syndrome, People’s Republic of China. Emerg Infect Dis. 2007, 13: 1301-1306. 10.3201/eid1309.061481.CrossRefPubMedPubMedCentral
12.
go back to reference Clement J, Vercauteren J, Verstraeten WW, Ducoffre G, Barrios JM, Vandamme AM, Maes P, Van Ranst M: Relating increasing hantavirus incidences to the changing climate: the mast connection. Int J Health Geogr. 2009, 8: 1-10.1186/1476-072X-8-1.CrossRefPubMedPubMedCentral Clement J, Vercauteren J, Verstraeten WW, Ducoffre G, Barrios JM, Vandamme AM, Maes P, Van Ranst M: Relating increasing hantavirus incidences to the changing climate: the mast connection. Int J Health Geogr. 2009, 8: 1-10.1186/1476-072X-8-1.CrossRefPubMedPubMedCentral
13.
go back to reference Fang LQ, Zhao WJ, de Vlas SJ, Zhang WY, Liang S, Looma CW, Yan L, Wang LP, Ma JQ, Feng D: Spatiotemporal dynamics of hemorrhagic fever with renal syndrome, Beijing, People’s Republic of China. Emerg Infect Dis. 2009, 15: 2043-2045. 10.3201/eid1512.081078.CrossRefPubMed Fang LQ, Zhao WJ, de Vlas SJ, Zhang WY, Liang S, Looma CW, Yan L, Wang LP, Ma JQ, Feng D: Spatiotemporal dynamics of hemorrhagic fever with renal syndrome, Beijing, People’s Republic of China. Emerg Infect Dis. 2009, 15: 2043-2045. 10.3201/eid1512.081078.CrossRefPubMed
14.
go back to reference Guan P, Huang D, He M, Shen T, Guo J, Zhou B: Investigating the effects of climatic variables and reservoir on the incidence of hemorrhagic fever with renal syndrome in Huludao City, China: a 17-year data analysis based on structure equation model. BMC Infect Dis. 2009, 9: 109-10.1186/1471-2334-9-109.CrossRefPubMedPubMedCentral Guan P, Huang D, He M, Shen T, Guo J, Zhou B: Investigating the effects of climatic variables and reservoir on the incidence of hemorrhagic fever with renal syndrome in Huludao City, China: a 17-year data analysis based on structure equation model. BMC Infect Dis. 2009, 9: 109-10.1186/1471-2334-9-109.CrossRefPubMedPubMedCentral
15.
go back to reference Tersago K, Verhagen R, Servais A, Heyman P, Ducoffre G, Leirs H: Hantavirus disease (nephropathia epidemica) in Belgium: effects of tree seed production and climate. Epidemiol Infect. 2009, 137: 250-256. 10.1017/S0950268808000940.CrossRefPubMed Tersago K, Verhagen R, Servais A, Heyman P, Ducoffre G, Leirs H: Hantavirus disease (nephropathia epidemica) in Belgium: effects of tree seed production and climate. Epidemiol Infect. 2009, 137: 250-256. 10.1017/S0950268808000940.CrossRefPubMed
16.
go back to reference Zhang WY, Guo WD, Fang LQ, Li CP, Bi P, Glass GE, Jiang JF, Sun SH, Qian Q, Liu W: Climate variability and hemorrhagic fever with renal syndrome transmission in Northeastern China. Environ Health Perspect. 2010, 118: 915-920. 10.1289/ehp.0901504.CrossRefPubMedPubMedCentral Zhang WY, Guo WD, Fang LQ, Li CP, Bi P, Glass GE, Jiang JF, Sun SH, Qian Q, Liu W: Climate variability and hemorrhagic fever with renal syndrome transmission in Northeastern China. Environ Health Perspect. 2010, 118: 915-920. 10.1289/ehp.0901504.CrossRefPubMedPubMedCentral
17.
go back to reference Pope CA, Burnett RT, Thun MJ, Calle EE, Krewski D, Ito K, Thurston GD: Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. JAMA. 2002, 287: 1132-1141. 10.1001/jama.287.9.1132.CrossRefPubMedPubMedCentral Pope CA, Burnett RT, Thun MJ, Calle EE, Krewski D, Ito K, Thurston GD: Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. JAMA. 2002, 287: 1132-1141. 10.1001/jama.287.9.1132.CrossRefPubMedPubMedCentral
18.
go back to reference Kariwa H, Yoshimatsu K, Arikawa J: Hantavirus infection in East Asia. Comp Immunol Microbiol Infect Dis. 2007, 30: 341-356. 10.1016/j.cimid.2007.05.011.CrossRefPubMed Kariwa H, Yoshimatsu K, Arikawa J: Hantavirus infection in East Asia. Comp Immunol Microbiol Infect Dis. 2007, 30: 341-356. 10.1016/j.cimid.2007.05.011.CrossRefPubMed
19.
go back to reference Vickery WL, Bider JR: The influence of weather on rodent activity. J Mamm. 1981, 62: 140-145. 10.2307/1380484.CrossRef Vickery WL, Bider JR: The influence of weather on rodent activity. J Mamm. 1981, 62: 140-145. 10.2307/1380484.CrossRef
20.
go back to reference Klempa B: Hantaviruses and climate change. Clin Microbiol Infect. 2009, 15: 518-523. 10.1111/j.1469-0691.2009.02848.x.CrossRefPubMed Klempa B: Hantaviruses and climate change. Clin Microbiol Infect. 2009, 15: 518-523. 10.1111/j.1469-0691.2009.02848.x.CrossRefPubMed
21.
go back to reference Polozov IV, Bezrukov L, Gawrisch K, Zimmerberg J: Progressive ordering with decreasing temperature of the phospholipids of influenza virus. Nat Chem Biol. 2008, 4: 248-255. 10.1038/nchembio.77.CrossRefPubMed Polozov IV, Bezrukov L, Gawrisch K, Zimmerberg J: Progressive ordering with decreasing temperature of the phospholipids of influenza virus. Nat Chem Biol. 2008, 4: 248-255. 10.1038/nchembio.77.CrossRefPubMed
22.
go back to reference Patz JA, Olson SH, Uejio CK, Gibbs HK: Disease emergence from global climate and land use change. Med Clin North Am. 2008, 92: 1473-1491. 10.1016/j.mcna.2008.07.007. xiiCrossRefPubMed Patz JA, Olson SH, Uejio CK, Gibbs HK: Disease emergence from global climate and land use change. Med Clin North Am. 2008, 92: 1473-1491. 10.1016/j.mcna.2008.07.007. xiiCrossRefPubMed
23.
go back to reference Akimoto H: Global air quality and pollution. Science. 2003, 302: 1716-1719. 10.1126/science.1092666.CrossRefPubMed Akimoto H: Global air quality and pollution. Science. 2003, 302: 1716-1719. 10.1126/science.1092666.CrossRefPubMed
24.
go back to reference Anoop J: Chauhan, Sebastian L Johnston: Air pollution and infection in respiratory illness. Br Med Bull. 2003, 68: 95-112. 10.1093/bmb/ldg022.CrossRef Anoop J: Chauhan, Sebastian L Johnston: Air pollution and infection in respiratory illness. Br Med Bull. 2003, 68: 95-112. 10.1093/bmb/ldg022.CrossRef
25.
go back to reference Weber TP, Stilianakis NI: Inactivation of influenza A viruses in the environment and modes of transmission: a critical review. J Infect. 2008, 57: 361-373. 10.1016/j.jinf.2008.08.013.CrossRefPubMed Weber TP, Stilianakis NI: Inactivation of influenza A viruses in the environment and modes of transmission: a critical review. J Infect. 2008, 57: 361-373. 10.1016/j.jinf.2008.08.013.CrossRefPubMed
26.
go back to reference Ciencewicki J, Jaspers I: Air pollution and respiratory viral infection. Inhal Toxicol. 2007, 19: 1135-1146. 10.1080/08958370701665434.CrossRefPubMed Ciencewicki J, Jaspers I: Air pollution and respiratory viral infection. Inhal Toxicol. 2007, 19: 1135-1146. 10.1080/08958370701665434.CrossRefPubMed
Metadata
Title
Air pollution and hemorrhagic fever with renal syndrome in South Korea: an ecological correlation study
Authors
Seung Seok Han
Sunhee Kim
Yunhee Choi
Suhnggwon Kim
Yon Su Kim
Publication date
01-12-2013
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2013
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-13-347

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