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Using Routinely Collected Health Records to Identify the Fine-Resolution Spatial Patterns of Soil-Transmitted Helminth Infections in Rwanda

Background. Soil-transmitted helminths (STH) are parasitic diseases with significant public health impact. Analysis is generally based on cross-sectional prevalence surveys; outcomes are mostly aggregated to larger spatial units. However, recent research demonstrates that infection levels and spatia...

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Autores principales: Nyandwi, Elias, Veldkamp, Tom, Amer, Sherif, Ruberanziza, Eugene, Rujeni, Nadine, Umulisa, Ireneé
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9416347/
https://www.ncbi.nlm.nih.gov/pubmed/36006294
http://dx.doi.org/10.3390/tropicalmed7080202
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author Nyandwi, Elias
Veldkamp, Tom
Amer, Sherif
Ruberanziza, Eugene
Rujeni, Nadine
Umulisa, Ireneé
author_facet Nyandwi, Elias
Veldkamp, Tom
Amer, Sherif
Ruberanziza, Eugene
Rujeni, Nadine
Umulisa, Ireneé
author_sort Nyandwi, Elias
collection PubMed
description Background. Soil-transmitted helminths (STH) are parasitic diseases with significant public health impact. Analysis is generally based on cross-sectional prevalence surveys; outcomes are mostly aggregated to larger spatial units. However, recent research demonstrates that infection levels and spatial patterns differ between STH species and tend to be localized. Methods. Incidence data of STHs including roundworm (Ascaris lumbricoides), whipworm (Trichuris trichiura) and hookworms per primary health facility for 2008 were linked to spatially delineated primary health center service areas. Prevalence data per district for individual and combined STH infections from the 2008 nationwide survey in Rwanda were also obtained. Results. A comparison of reported prevalence and incidence data indicated significant positive correlations for roundworm (R(2) = 0.63) and hookworm (R(2) = 0.27). Weak positive correlations were observed for whipworm (R(2) = 0.02) and the three STHs combined (R(2) = 0.10). Incidence of roundworm and whipworm were found to be focalized with significant spatial autocorrelation (Moran’s I > 0: 0.05–0.38 and p ≤ 0.03), with (very) high incidence rates in some focal areas. In contrast, hookworm incidence is ubiquitous and randomly distributed (Moran’s I > 0: 0.006 and p = 0.74) with very low incidence rates. Furthermore, an exploratory regression analysis identified relationships between helminth infection cases and potential environmental and socio-economic risk factors. Conclusions. Findings show that the spatial distribution of STH incidence is significantly associated with soil properties (sand proportion and pH), rainfall, wetlands and their uses, population density and proportion of rural residents. Identified spatial patterns are important for guiding STH prevention and control programs.
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spelling pubmed-94163472022-08-27 Using Routinely Collected Health Records to Identify the Fine-Resolution Spatial Patterns of Soil-Transmitted Helminth Infections in Rwanda Nyandwi, Elias Veldkamp, Tom Amer, Sherif Ruberanziza, Eugene Rujeni, Nadine Umulisa, Ireneé Trop Med Infect Dis Article Background. Soil-transmitted helminths (STH) are parasitic diseases with significant public health impact. Analysis is generally based on cross-sectional prevalence surveys; outcomes are mostly aggregated to larger spatial units. However, recent research demonstrates that infection levels and spatial patterns differ between STH species and tend to be localized. Methods. Incidence data of STHs including roundworm (Ascaris lumbricoides), whipworm (Trichuris trichiura) and hookworms per primary health facility for 2008 were linked to spatially delineated primary health center service areas. Prevalence data per district for individual and combined STH infections from the 2008 nationwide survey in Rwanda were also obtained. Results. A comparison of reported prevalence and incidence data indicated significant positive correlations for roundworm (R(2) = 0.63) and hookworm (R(2) = 0.27). Weak positive correlations were observed for whipworm (R(2) = 0.02) and the three STHs combined (R(2) = 0.10). Incidence of roundworm and whipworm were found to be focalized with significant spatial autocorrelation (Moran’s I > 0: 0.05–0.38 and p ≤ 0.03), with (very) high incidence rates in some focal areas. In contrast, hookworm incidence is ubiquitous and randomly distributed (Moran’s I > 0: 0.006 and p = 0.74) with very low incidence rates. Furthermore, an exploratory regression analysis identified relationships between helminth infection cases and potential environmental and socio-economic risk factors. Conclusions. Findings show that the spatial distribution of STH incidence is significantly associated with soil properties (sand proportion and pH), rainfall, wetlands and their uses, population density and proportion of rural residents. Identified spatial patterns are important for guiding STH prevention and control programs. MDPI 2022-08-22 /pmc/articles/PMC9416347/ /pubmed/36006294 http://dx.doi.org/10.3390/tropicalmed7080202 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Nyandwi, Elias
Veldkamp, Tom
Amer, Sherif
Ruberanziza, Eugene
Rujeni, Nadine
Umulisa, Ireneé
Using Routinely Collected Health Records to Identify the Fine-Resolution Spatial Patterns of Soil-Transmitted Helminth Infections in Rwanda
title Using Routinely Collected Health Records to Identify the Fine-Resolution Spatial Patterns of Soil-Transmitted Helminth Infections in Rwanda
title_full Using Routinely Collected Health Records to Identify the Fine-Resolution Spatial Patterns of Soil-Transmitted Helminth Infections in Rwanda
title_fullStr Using Routinely Collected Health Records to Identify the Fine-Resolution Spatial Patterns of Soil-Transmitted Helminth Infections in Rwanda
title_full_unstemmed Using Routinely Collected Health Records to Identify the Fine-Resolution Spatial Patterns of Soil-Transmitted Helminth Infections in Rwanda
title_short Using Routinely Collected Health Records to Identify the Fine-Resolution Spatial Patterns of Soil-Transmitted Helminth Infections in Rwanda
title_sort using routinely collected health records to identify the fine-resolution spatial patterns of soil-transmitted helminth infections in rwanda
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9416347/
https://www.ncbi.nlm.nih.gov/pubmed/36006294
http://dx.doi.org/10.3390/tropicalmed7080202
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