Agro-Environmental Determinants of Leptospirosis: A Retrospective Spatiotemporal Analysis (2004–2014) in Mahasarakham Province (Thailand)

Leptospirosis has been recognized as a major public health concern in Thailand following dramatic outbreaks. We analyzed human leptospirosis incidence between 2004 and 2014 in Mahasarakham province, Northeastern Thailand, in order to identify the agronomical and environmental factors likely to expla...

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Main Authors: Jaruwan Viroj, Julien Claude, Claire Lajaunie, Julien Cappelle, Anamika Kritiyakan, Pornsit Thuainan, Worachead Chewnarupai, Serge Morand
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Tropical Medicine and Infectious Disease
Subjects:
Online Access:https://www.mdpi.com/2414-6366/6/3/115
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spelling doaj-88cf95179fc342c09731d5de8b093ae22021-09-26T01:34:11ZengMDPI AGTropical Medicine and Infectious Disease2414-63662021-06-01611511510.3390/tropicalmed6030115Agro-Environmental Determinants of Leptospirosis: A Retrospective Spatiotemporal Analysis (2004–2014) in Mahasarakham Province (Thailand)Jaruwan Viroj0Julien Claude1Claire Lajaunie2Julien Cappelle3Anamika Kritiyakan4Pornsit Thuainan5Worachead Chewnarupai6Serge Morand7Faculty of Public Health, Mahasarakham University, Mahasarakham 44150, ThailandInstitut des Sciences de l’Evolution, CNRS/UM/IRD/EPHE, Montpellier Université, 35095 Montpellier, FranceInserm, UMR LPED (IRD, Aix-Marseille Université), 13001 Marseille, FranceCIRAD, UMR ASTRE, 34398 Montpellier, FranceFaculty of Veterinary Technology, Kasetsart University, Bangkok 10200, ThailandMahasarakham Provincial Public Health Office, Mahasarakham 44000, ThailandBan Ke Health Promotion Hospital, Mahasarakham 44150, ThailandCIRAD, UMR ASTRE, 34398 Montpellier, FranceLeptospirosis has been recognized as a major public health concern in Thailand following dramatic outbreaks. We analyzed human leptospirosis incidence between 2004 and 2014 in Mahasarakham province, Northeastern Thailand, in order to identify the agronomical and environmental factors likely to explain incidence at the level of 133 sub-districts and 1982 villages of the province. We performed general additive modeling (GAM) in order to take the spatial-temporal epidemiological dynamics into account. The results of GAM analyses showed that the average slope, population size, pig density, cow density and flood cover were significantly associated with leptospirosis occurrence in a district. Our results stress the importance of livestock favoring leptospirosis transmission to humans and suggest that prevention and control of leptospirosis need strong intersectoral collaboration between the public health, the livestock department and local communities. More specifically, such collaboration should integrate leptospirosis surveillance in both public and animal health for a better control of diseases in livestock while promoting public health prevention as encouraged by the One Health approach.https://www.mdpi.com/2414-6366/6/3/115leptospirosispublic healthOne Healthlivestockspatiotemporal analysisgeneral additive modeling
collection DOAJ
language English
format Article
sources DOAJ
author Jaruwan Viroj
Julien Claude
Claire Lajaunie
Julien Cappelle
Anamika Kritiyakan
Pornsit Thuainan
Worachead Chewnarupai
Serge Morand
spellingShingle Jaruwan Viroj
Julien Claude
Claire Lajaunie
Julien Cappelle
Anamika Kritiyakan
Pornsit Thuainan
Worachead Chewnarupai
Serge Morand
Agro-Environmental Determinants of Leptospirosis: A Retrospective Spatiotemporal Analysis (2004–2014) in Mahasarakham Province (Thailand)
Tropical Medicine and Infectious Disease
leptospirosis
public health
One Health
livestock
spatiotemporal analysis
general additive modeling
author_facet Jaruwan Viroj
Julien Claude
Claire Lajaunie
Julien Cappelle
Anamika Kritiyakan
Pornsit Thuainan
Worachead Chewnarupai
Serge Morand
author_sort Jaruwan Viroj
title Agro-Environmental Determinants of Leptospirosis: A Retrospective Spatiotemporal Analysis (2004–2014) in Mahasarakham Province (Thailand)
title_short Agro-Environmental Determinants of Leptospirosis: A Retrospective Spatiotemporal Analysis (2004–2014) in Mahasarakham Province (Thailand)
title_full Agro-Environmental Determinants of Leptospirosis: A Retrospective Spatiotemporal Analysis (2004–2014) in Mahasarakham Province (Thailand)
title_fullStr Agro-Environmental Determinants of Leptospirosis: A Retrospective Spatiotemporal Analysis (2004–2014) in Mahasarakham Province (Thailand)
title_full_unstemmed Agro-Environmental Determinants of Leptospirosis: A Retrospective Spatiotemporal Analysis (2004–2014) in Mahasarakham Province (Thailand)
title_sort agro-environmental determinants of leptospirosis: a retrospective spatiotemporal analysis (2004–2014) in mahasarakham province (thailand)
publisher MDPI AG
series Tropical Medicine and Infectious Disease
issn 2414-6366
publishDate 2021-06-01
description Leptospirosis has been recognized as a major public health concern in Thailand following dramatic outbreaks. We analyzed human leptospirosis incidence between 2004 and 2014 in Mahasarakham province, Northeastern Thailand, in order to identify the agronomical and environmental factors likely to explain incidence at the level of 133 sub-districts and 1982 villages of the province. We performed general additive modeling (GAM) in order to take the spatial-temporal epidemiological dynamics into account. The results of GAM analyses showed that the average slope, population size, pig density, cow density and flood cover were significantly associated with leptospirosis occurrence in a district. Our results stress the importance of livestock favoring leptospirosis transmission to humans and suggest that prevention and control of leptospirosis need strong intersectoral collaboration between the public health, the livestock department and local communities. More specifically, such collaboration should integrate leptospirosis surveillance in both public and animal health for a better control of diseases in livestock while promoting public health prevention as encouraged by the One Health approach.
topic leptospirosis
public health
One Health
livestock
spatiotemporal analysis
general additive modeling
url https://www.mdpi.com/2414-6366/6/3/115
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