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Spatio-temporal patterns of leptospirosis in Thailand: is flooding a risk factor?
We studied the temporal and spatial patterns of leptospirosis, its association with flooding and animal census data in Thailand. Flood data from 2010 to 2012 were extracted from spatial information taken from satellite images. The incidence rate ratio (IRR) was used to determine the relationship bet...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cambridge University Press
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4462160/ https://www.ncbi.nlm.nih.gov/pubmed/25778527 http://dx.doi.org/10.1017/S0950268815000205 |
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author | SUWANPAKDEE, S. KAEWKUNGWAL, J. WHITE, L. J. ASENSIO, N. RATANAKORN, P. SINGHASIVANON, P. DAY, N. P. J. PAN-NGUM, W. |
author_facet | SUWANPAKDEE, S. KAEWKUNGWAL, J. WHITE, L. J. ASENSIO, N. RATANAKORN, P. SINGHASIVANON, P. DAY, N. P. J. PAN-NGUM, W. |
author_sort | SUWANPAKDEE, S. |
collection | PubMed |
description | We studied the temporal and spatial patterns of leptospirosis, its association with flooding and animal census data in Thailand. Flood data from 2010 to 2012 were extracted from spatial information taken from satellite images. The incidence rate ratio (IRR) was used to determine the relationship between spatio-temporal flooding patterns and the number of human leptospirosis cases. In addition, the area of flood coverage, duration of waterlogging, time lags between flood events, and a number of potential animal reservoirs were considered in a sub-analysis. There was no significant temporal trend of leptospirosis over the study period. Statistical analysis showed an inconsistent relationship between IRR and flooding across years and regions. Spatially, leptospirosis occurred repeatedly and predominantly in northeastern Thailand. Our findings suggest that flooding is less influential in leptospirosis transmission than previously assumed. High incidence of the disease in the northeastern region is explained by the fact that agriculture and animal farming are important economic activities in this area. The periodic rise and fall of reported leptospirosis cases over time might be explained by seasonal exposure from rice farming activities performed during the rainy season when flood events often occur. We conclude that leptospirosis remains an occupational disease in Thailand. |
format | Online Article Text |
id | pubmed-4462160 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Cambridge University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-44621602015-06-12 Spatio-temporal patterns of leptospirosis in Thailand: is flooding a risk factor? SUWANPAKDEE, S. KAEWKUNGWAL, J. WHITE, L. J. ASENSIO, N. RATANAKORN, P. SINGHASIVANON, P. DAY, N. P. J. PAN-NGUM, W. Epidemiol Infect Original Papers We studied the temporal and spatial patterns of leptospirosis, its association with flooding and animal census data in Thailand. Flood data from 2010 to 2012 were extracted from spatial information taken from satellite images. The incidence rate ratio (IRR) was used to determine the relationship between spatio-temporal flooding patterns and the number of human leptospirosis cases. In addition, the area of flood coverage, duration of waterlogging, time lags between flood events, and a number of potential animal reservoirs were considered in a sub-analysis. There was no significant temporal trend of leptospirosis over the study period. Statistical analysis showed an inconsistent relationship between IRR and flooding across years and regions. Spatially, leptospirosis occurred repeatedly and predominantly in northeastern Thailand. Our findings suggest that flooding is less influential in leptospirosis transmission than previously assumed. High incidence of the disease in the northeastern region is explained by the fact that agriculture and animal farming are important economic activities in this area. The periodic rise and fall of reported leptospirosis cases over time might be explained by seasonal exposure from rice farming activities performed during the rainy season when flood events often occur. We conclude that leptospirosis remains an occupational disease in Thailand. Cambridge University Press 2015-07 2015-03-17 /pmc/articles/PMC4462160/ /pubmed/25778527 http://dx.doi.org/10.1017/S0950268815000205 Text en © Cambridge University Press 2015 https://creativecommons.org/licenses/by/3.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/3.0/ (https://creativecommons.org/licenses/by/3.0/) ), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Papers SUWANPAKDEE, S. KAEWKUNGWAL, J. WHITE, L. J. ASENSIO, N. RATANAKORN, P. SINGHASIVANON, P. DAY, N. P. J. PAN-NGUM, W. Spatio-temporal patterns of leptospirosis in Thailand: is flooding a risk factor? |
title | Spatio-temporal patterns of leptospirosis in Thailand: is flooding a risk factor? |
title_full | Spatio-temporal patterns of leptospirosis in Thailand: is flooding a risk factor? |
title_fullStr | Spatio-temporal patterns of leptospirosis in Thailand: is flooding a risk factor? |
title_full_unstemmed | Spatio-temporal patterns of leptospirosis in Thailand: is flooding a risk factor? |
title_short | Spatio-temporal patterns of leptospirosis in Thailand: is flooding a risk factor? |
title_sort | spatio-temporal patterns of leptospirosis in thailand: is flooding a risk factor? |
topic | Original Papers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4462160/ https://www.ncbi.nlm.nih.gov/pubmed/25778527 http://dx.doi.org/10.1017/S0950268815000205 |
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