Risk profiling of hookworm infection and intensity in southern Lao People's Democratic Republic using Bayesian models.

BACKGROUND:Among the common soil-transmitted helminth infections, hookworm causes the highest burden. Previous research in the southern part of Lao People's Democratic Republic (Lao PDR) revealed high prevalence rates of hookworm infection. The purpose of this study was to predict the spatial d...

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Published in:PLOS Neglected Tropical Diseases
Main Authors: Armelle Forrer, Penelope Vounatsou, Somphou Sayasone, Youthanavanh Vonghachack, Dalouny Bouakhasith, Jürg Utzinger, Kongsap Akkhavong, Peter Odermatt
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2015
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0003486
https://doaj.org/article/f5e0c3f7576a483598f38815f4b2c1c7
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spelling ftdoajarticles:oai:doaj.org/article:f5e0c3f7576a483598f38815f4b2c1c7 2023-05-15T15:12:37+02:00 Risk profiling of hookworm infection and intensity in southern Lao People's Democratic Republic using Bayesian models. Armelle Forrer Penelope Vounatsou Somphou Sayasone Youthanavanh Vonghachack Dalouny Bouakhasith Jürg Utzinger Kongsap Akkhavong Peter Odermatt 2015-03-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0003486 https://doaj.org/article/f5e0c3f7576a483598f38815f4b2c1c7 EN eng Public Library of Science (PLoS) http://europepmc.org/articles/PMC4378892?pdf=render https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0003486 https://doaj.org/article/f5e0c3f7576a483598f38815f4b2c1c7 PLoS Neglected Tropical Diseases, Vol 9, Iss 3, p e0003486 (2015) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2015 ftdoajarticles https://doi.org/10.1371/journal.pntd.0003486 2022-12-31T14:52:17Z BACKGROUND:Among the common soil-transmitted helminth infections, hookworm causes the highest burden. Previous research in the southern part of Lao People's Democratic Republic (Lao PDR) revealed high prevalence rates of hookworm infection. The purpose of this study was to predict the spatial distribution of hookworm infection and intensity, and to investigate risk factors in the Champasack province, southern Lao PDR. METHODOLOGY:A cross-sectional parasitological and questionnaire survey was conducted in 51 villages. Data on demography, socioeconomic status, water, sanitation, and behavior were combined with remotely sensed environmental data. Bayesian mixed effects logistic and negative binomial models were utilized to investigate risk factors and spatial distribution of hookworm infection and intensity, and to make predictions for non-surveyed locations. PRINCIPAL FINDINGS:A total of 3,371 individuals were examined with duplicate Kato-Katz thick smears and revealed a hookworm prevalence of 48.8%. Most infections (91.7%) were of light intensity (1-1,999 eggs/g of stool). Lower hookworm infection levels were associated with higher socioeconomic status. The lowest infection levels were found in preschool-aged children. Overall, females were at lower risk of infection, but women aged 50 years and above harbored the heaviest hookworm infection intensities. Hookworm was widespread in Champasack province with little evidence for spatial clustering. Infection risk was somewhat lower in the lowlands, mostly along the western bank of the Mekong River, while infection intensity was homogeneous across the Champasack province. CONCLUSIONS/SIGNIFICANCE:Hookworm transmission seems to occur within, rather than between villages in Champasack province. We present spatial risk maps of hookworm infection and intensity, which suggest that control efforts should be intensified in the Champasack province, particularly in mountainous areas. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 9 3 e0003486
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
Armelle Forrer
Penelope Vounatsou
Somphou Sayasone
Youthanavanh Vonghachack
Dalouny Bouakhasith
Jürg Utzinger
Kongsap Akkhavong
Peter Odermatt
Risk profiling of hookworm infection and intensity in southern Lao People's Democratic Republic using Bayesian models.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
description BACKGROUND:Among the common soil-transmitted helminth infections, hookworm causes the highest burden. Previous research in the southern part of Lao People's Democratic Republic (Lao PDR) revealed high prevalence rates of hookworm infection. The purpose of this study was to predict the spatial distribution of hookworm infection and intensity, and to investigate risk factors in the Champasack province, southern Lao PDR. METHODOLOGY:A cross-sectional parasitological and questionnaire survey was conducted in 51 villages. Data on demography, socioeconomic status, water, sanitation, and behavior were combined with remotely sensed environmental data. Bayesian mixed effects logistic and negative binomial models were utilized to investigate risk factors and spatial distribution of hookworm infection and intensity, and to make predictions for non-surveyed locations. PRINCIPAL FINDINGS:A total of 3,371 individuals were examined with duplicate Kato-Katz thick smears and revealed a hookworm prevalence of 48.8%. Most infections (91.7%) were of light intensity (1-1,999 eggs/g of stool). Lower hookworm infection levels were associated with higher socioeconomic status. The lowest infection levels were found in preschool-aged children. Overall, females were at lower risk of infection, but women aged 50 years and above harbored the heaviest hookworm infection intensities. Hookworm was widespread in Champasack province with little evidence for spatial clustering. Infection risk was somewhat lower in the lowlands, mostly along the western bank of the Mekong River, while infection intensity was homogeneous across the Champasack province. CONCLUSIONS/SIGNIFICANCE:Hookworm transmission seems to occur within, rather than between villages in Champasack province. We present spatial risk maps of hookworm infection and intensity, which suggest that control efforts should be intensified in the Champasack province, particularly in mountainous areas.
format Article in Journal/Newspaper
author Armelle Forrer
Penelope Vounatsou
Somphou Sayasone
Youthanavanh Vonghachack
Dalouny Bouakhasith
Jürg Utzinger
Kongsap Akkhavong
Peter Odermatt
author_facet Armelle Forrer
Penelope Vounatsou
Somphou Sayasone
Youthanavanh Vonghachack
Dalouny Bouakhasith
Jürg Utzinger
Kongsap Akkhavong
Peter Odermatt
author_sort Armelle Forrer
title Risk profiling of hookworm infection and intensity in southern Lao People's Democratic Republic using Bayesian models.
title_short Risk profiling of hookworm infection and intensity in southern Lao People's Democratic Republic using Bayesian models.
title_full Risk profiling of hookworm infection and intensity in southern Lao People's Democratic Republic using Bayesian models.
title_fullStr Risk profiling of hookworm infection and intensity in southern Lao People's Democratic Republic using Bayesian models.
title_full_unstemmed Risk profiling of hookworm infection and intensity in southern Lao People's Democratic Republic using Bayesian models.
title_sort risk profiling of hookworm infection and intensity in southern lao people's democratic republic using bayesian models.
publisher Public Library of Science (PLoS)
publishDate 2015
url https://doi.org/10.1371/journal.pntd.0003486
https://doaj.org/article/f5e0c3f7576a483598f38815f4b2c1c7
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 9, Iss 3, p e0003486 (2015)
op_relation http://europepmc.org/articles/PMC4378892?pdf=render
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0003486
https://doaj.org/article/f5e0c3f7576a483598f38815f4b2c1c7
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container_title PLOS Neglected Tropical Diseases
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