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Estimated Effect of Climatic Variables on the Transmission of Plasmodium vivax Malaria in the Republic of Korea
Background: Climate change may affect Plasmodium vivax malaria transmission in a wide region including both subtropical and temperate areas. Objectives: We aimed to estimate the effects of climatic variables on the transmission of P. vivax in temperate regions. Methods: We estimated the effects of c...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Institute of Environmental Health Sciences
2012
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3440114/ https://www.ncbi.nlm.nih.gov/pubmed/22711788 http://dx.doi.org/10.1289/ehp.1104577 |
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author | Kim, Young-Min Park, Jae-Won Cheong, Hae-Kwan |
author_facet | Kim, Young-Min Park, Jae-Won Cheong, Hae-Kwan |
author_sort | Kim, Young-Min |
collection | PubMed |
description | Background: Climate change may affect Plasmodium vivax malaria transmission in a wide region including both subtropical and temperate areas. Objectives: We aimed to estimate the effects of climatic variables on the transmission of P. vivax in temperate regions. Methods: We estimated the effects of climatic factors on P. vivax malaria transmission using data on weekly numbers of malaria cases for the years 2001–2009 in the Republic of Korea. Generalized linear Poisson models and distributed lag nonlinear models (DLNM) were adopted to estimate the effects of temperature, relative humidity, temperature fluctuation, duration of sunshine, and rainfall on malaria transmission while adjusting for seasonal variation, between-year variation, and other climatic factors. Results: A 1°C increase in temperature was associated with a 17.7% [95% confidence interval (CI): 16.9, 18.6%] increase in malaria incidence after a 3-week lag, a 10% rise in relative humidity was associated with 40.7% (95% CI: –44.3, –36.9%) decrease in malaria after a 7-week lag, a 1°C increase in the diurnal temperature range was associated with a 24.1% (95% CI: –26.7, –21.4%) decrease in malaria after a 7-week lag, and a 10-hr increase in sunshine per week was associated with a 5.1% (95% CI: –8.4, –1.7%) decrease in malaria after a 2-week lag. The cumulative relative risk for a 10-mm increase in rainfall (≤ 350 mm) on P. vivax malaria was 3.61 (95% CI: 1.69, 7.72) based on a DLNM with a 10-week maximum lag. Conclusions: Our findings suggest that malaria transmission in temperate areas is highly dependent on climate factors. In addition, lagged estimates of the effect of rainfall on malaria are consistent with the time necessary for mosquito development and P. vivax incubation. |
format | Online Article Text |
id | pubmed-3440114 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | National Institute of Environmental Health Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-34401142012-10-04 Estimated Effect of Climatic Variables on the Transmission of Plasmodium vivax Malaria in the Republic of Korea Kim, Young-Min Park, Jae-Won Cheong, Hae-Kwan Environ Health Perspect Research Background: Climate change may affect Plasmodium vivax malaria transmission in a wide region including both subtropical and temperate areas. Objectives: We aimed to estimate the effects of climatic variables on the transmission of P. vivax in temperate regions. Methods: We estimated the effects of climatic factors on P. vivax malaria transmission using data on weekly numbers of malaria cases for the years 2001–2009 in the Republic of Korea. Generalized linear Poisson models and distributed lag nonlinear models (DLNM) were adopted to estimate the effects of temperature, relative humidity, temperature fluctuation, duration of sunshine, and rainfall on malaria transmission while adjusting for seasonal variation, between-year variation, and other climatic factors. Results: A 1°C increase in temperature was associated with a 17.7% [95% confidence interval (CI): 16.9, 18.6%] increase in malaria incidence after a 3-week lag, a 10% rise in relative humidity was associated with 40.7% (95% CI: –44.3, –36.9%) decrease in malaria after a 7-week lag, a 1°C increase in the diurnal temperature range was associated with a 24.1% (95% CI: –26.7, –21.4%) decrease in malaria after a 7-week lag, and a 10-hr increase in sunshine per week was associated with a 5.1% (95% CI: –8.4, –1.7%) decrease in malaria after a 2-week lag. The cumulative relative risk for a 10-mm increase in rainfall (≤ 350 mm) on P. vivax malaria was 3.61 (95% CI: 1.69, 7.72) based on a DLNM with a 10-week maximum lag. Conclusions: Our findings suggest that malaria transmission in temperate areas is highly dependent on climate factors. In addition, lagged estimates of the effect of rainfall on malaria are consistent with the time necessary for mosquito development and P. vivax incubation. National Institute of Environmental Health Sciences 2012-06-18 2012-09 /pmc/articles/PMC3440114/ /pubmed/22711788 http://dx.doi.org/10.1289/ehp.1104577 Text en http://creativecommons.org/publicdomain/mark/1.0/ Publication of EHP lies in the public domain and is therefore without copyright. All text from EHP may be reprinted freely. Use of materials published in EHP should be acknowledged (for example, ?Reproduced with permission from Environmental Health Perspectives?); pertinent reference information should be provided for the article from which the material was reproduced. Articles from EHP, especially the News section, may contain photographs or illustrations copyrighted by other commercial organizations or individuals that may not be used without obtaining prior approval from the holder of the copyright. |
spellingShingle | Research Kim, Young-Min Park, Jae-Won Cheong, Hae-Kwan Estimated Effect of Climatic Variables on the Transmission of Plasmodium vivax Malaria in the Republic of Korea |
title | Estimated Effect of Climatic Variables on the Transmission of Plasmodium vivax Malaria in the Republic of Korea |
title_full | Estimated Effect of Climatic Variables on the Transmission of Plasmodium vivax Malaria in the Republic of Korea |
title_fullStr | Estimated Effect of Climatic Variables on the Transmission of Plasmodium vivax Malaria in the Republic of Korea |
title_full_unstemmed | Estimated Effect of Climatic Variables on the Transmission of Plasmodium vivax Malaria in the Republic of Korea |
title_short | Estimated Effect of Climatic Variables on the Transmission of Plasmodium vivax Malaria in the Republic of Korea |
title_sort | estimated effect of climatic variables on the transmission of plasmodium vivax malaria in the republic of korea |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3440114/ https://www.ncbi.nlm.nih.gov/pubmed/22711788 http://dx.doi.org/10.1289/ehp.1104577 |
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