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Antivenom access impacts severity of Brazilian snakebite envenoming: A geographic information system analysis
BACKGROUND: Snakebite envenoming (SBE) is a neglected tropical disease capable of causing both significant disability and death. The burden of SBE is especially high in low- and middle-income countries. The aim of this study was to perform a geospatial analysis evaluating the association of sociodem...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10284398/ https://www.ncbi.nlm.nih.gov/pubmed/37343007 http://dx.doi.org/10.1371/journal.pntd.0011305 |
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author | Isaacson, Julia Elizabeth Ye, Jinny Jing Silva, Lincoln Luís Hernandes Rocha, Thiago Augusto de Andrade, Luciano Scheidt, Joao Felipe Hermann Costa Wen, Fan Hui Sachett, Jacqueline Monteiro, Wuelton Marcelo Staton, Catherine Ann Vissoci, Joao Ricardo Nickenig Gerardo, Charles John |
author_facet | Isaacson, Julia Elizabeth Ye, Jinny Jing Silva, Lincoln Luís Hernandes Rocha, Thiago Augusto de Andrade, Luciano Scheidt, Joao Felipe Hermann Costa Wen, Fan Hui Sachett, Jacqueline Monteiro, Wuelton Marcelo Staton, Catherine Ann Vissoci, Joao Ricardo Nickenig Gerardo, Charles John |
author_sort | Isaacson, Julia Elizabeth |
collection | PubMed |
description | BACKGROUND: Snakebite envenoming (SBE) is a neglected tropical disease capable of causing both significant disability and death. The burden of SBE is especially high in low- and middle-income countries. The aim of this study was to perform a geospatial analysis evaluating the association of sociodemographics and access to care indicators on moderate and severe cases of SBE in Brazil. METHODS: We conducted an ecological, cross-sectional study of SBE in Brazil from 2014 to 2019 using the open access National System Identification of Notifiable Diseases (SINAN) database. We then collected a set of indicators from the Brazil Census of 2010 and performed a Principal Component Analysis to create variables related to health, economics, occupation, education, infrastructure, and access to care. Next, a descriptive and exploratory spatial analysis was conducted to evaluate the geospatial association of moderate and severe events. These variables related to events were evaluated using Geographically Weighted Poisson Regression. T-values were plotted in choropleth maps and considered statistically significant when values were <-1.96 or >+1.96. RESULTS: We found that the North region had the highest number of SBE cases by population (47.83/100,000), death rates (0.18/100,000), moderate and severe rates (22.96/100,000), and proportion of cases that took more than three hours to reach healthcare assistance (44.11%). The Northeast and Midwest had the next poorest indicators. Life expectancy, young population structure, inequality, electricity, occupation, and more than three hours to reach healthcare were positively associated with greater cases of moderate and severe events, while income, illiteracy, sanitation, and access to care were negatively associated. The remaining indicators showed a positive association in some areas of the country and a negative association in other areas. CONCLUSION: Regional disparities in SBE incidence and rates of poor outcomes exist in Brazil, with the North region disproportionately affected. Multiple indicators were associated with rates of moderate and severe events, such as sociodemographic and health care indicators. Any approach to improving snakebite care must work to ensure the timeliness of antivenom administration. |
format | Online Article Text |
id | pubmed-10284398 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-102843982023-06-22 Antivenom access impacts severity of Brazilian snakebite envenoming: A geographic information system analysis Isaacson, Julia Elizabeth Ye, Jinny Jing Silva, Lincoln Luís Hernandes Rocha, Thiago Augusto de Andrade, Luciano Scheidt, Joao Felipe Hermann Costa Wen, Fan Hui Sachett, Jacqueline Monteiro, Wuelton Marcelo Staton, Catherine Ann Vissoci, Joao Ricardo Nickenig Gerardo, Charles John PLoS Negl Trop Dis Research Article BACKGROUND: Snakebite envenoming (SBE) is a neglected tropical disease capable of causing both significant disability and death. The burden of SBE is especially high in low- and middle-income countries. The aim of this study was to perform a geospatial analysis evaluating the association of sociodemographics and access to care indicators on moderate and severe cases of SBE in Brazil. METHODS: We conducted an ecological, cross-sectional study of SBE in Brazil from 2014 to 2019 using the open access National System Identification of Notifiable Diseases (SINAN) database. We then collected a set of indicators from the Brazil Census of 2010 and performed a Principal Component Analysis to create variables related to health, economics, occupation, education, infrastructure, and access to care. Next, a descriptive and exploratory spatial analysis was conducted to evaluate the geospatial association of moderate and severe events. These variables related to events were evaluated using Geographically Weighted Poisson Regression. T-values were plotted in choropleth maps and considered statistically significant when values were <-1.96 or >+1.96. RESULTS: We found that the North region had the highest number of SBE cases by population (47.83/100,000), death rates (0.18/100,000), moderate and severe rates (22.96/100,000), and proportion of cases that took more than three hours to reach healthcare assistance (44.11%). The Northeast and Midwest had the next poorest indicators. Life expectancy, young population structure, inequality, electricity, occupation, and more than three hours to reach healthcare were positively associated with greater cases of moderate and severe events, while income, illiteracy, sanitation, and access to care were negatively associated. The remaining indicators showed a positive association in some areas of the country and a negative association in other areas. CONCLUSION: Regional disparities in SBE incidence and rates of poor outcomes exist in Brazil, with the North region disproportionately affected. Multiple indicators were associated with rates of moderate and severe events, such as sociodemographic and health care indicators. Any approach to improving snakebite care must work to ensure the timeliness of antivenom administration. Public Library of Science 2023-06-21 /pmc/articles/PMC10284398/ /pubmed/37343007 http://dx.doi.org/10.1371/journal.pntd.0011305 Text en © 2023 Isaacson et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Isaacson, Julia Elizabeth Ye, Jinny Jing Silva, Lincoln Luís Hernandes Rocha, Thiago Augusto de Andrade, Luciano Scheidt, Joao Felipe Hermann Costa Wen, Fan Hui Sachett, Jacqueline Monteiro, Wuelton Marcelo Staton, Catherine Ann Vissoci, Joao Ricardo Nickenig Gerardo, Charles John Antivenom access impacts severity of Brazilian snakebite envenoming: A geographic information system analysis |
title | Antivenom access impacts severity of Brazilian snakebite envenoming: A geographic information system analysis |
title_full | Antivenom access impacts severity of Brazilian snakebite envenoming: A geographic information system analysis |
title_fullStr | Antivenom access impacts severity of Brazilian snakebite envenoming: A geographic information system analysis |
title_full_unstemmed | Antivenom access impacts severity of Brazilian snakebite envenoming: A geographic information system analysis |
title_short | Antivenom access impacts severity of Brazilian snakebite envenoming: A geographic information system analysis |
title_sort | antivenom access impacts severity of brazilian snakebite envenoming: a geographic information system analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10284398/ https://www.ncbi.nlm.nih.gov/pubmed/37343007 http://dx.doi.org/10.1371/journal.pntd.0011305 |
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