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Spatial distribution of mortality from colorectal cancer in the southern region of Brazil
Colorectal cancer (CRC) is the leading cause of death due to cancer worldwide. In Brazil, it is the second most frequent cancer in men and women, with a mortality reaching 9.4% of those diagnosed. The aim of this study was to analyze the spatial heterogeneity of CRC deaths among municipalities in so...
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/PMC10328368/ https://www.ncbi.nlm.nih.gov/pubmed/37418502 http://dx.doi.org/10.1371/journal.pone.0288241 |
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author | de Castilho, Matheus Jacometo Coelho Massago, Miyoko Arruda, Carlos Eduardo Beltrame, Matheus Henrique Arruda Strand, Eleanor Fontes, Carlos Edmundo Rodrigues Nihei, Oscar Kenji Franco, Rogério do Lago Staton, Catherine Ann Pedroso, Raissa Bocchi de Andrade, Luciano |
author_facet | de Castilho, Matheus Jacometo Coelho Massago, Miyoko Arruda, Carlos Eduardo Beltrame, Matheus Henrique Arruda Strand, Eleanor Fontes, Carlos Edmundo Rodrigues Nihei, Oscar Kenji Franco, Rogério do Lago Staton, Catherine Ann Pedroso, Raissa Bocchi de Andrade, Luciano |
author_sort | de Castilho, Matheus Jacometo Coelho |
collection | PubMed |
description | Colorectal cancer (CRC) is the leading cause of death due to cancer worldwide. In Brazil, it is the second most frequent cancer in men and women, with a mortality reaching 9.4% of those diagnosed. The aim of this study was to analyze the spatial heterogeneity of CRC deaths among municipalities in south Brazil, from 2015 to 2019, in different age groups (50–59 years, 60–69 years, 70–79 years, and 80 years old or more) and identify the associated variables. Global Spatial Autocorrelation (Moran’s I) and Local Spatial Autocorrelation (LISA) analyses were used to evaluate the spatial correlation between municipalities and CRC mortality. Ordinary Least Squares (OLS) and Geographically Weighted Regression (GWR) were applied to evaluate global and local correlations between CRC deaths, sociodemographic, and coverage of health care services. For all age groups, our results found areas with high CRC rates surrounded by areas with similarly high rates mainly in the Rio Grande do Sul state. Even as factors associated with CRC mortality varied according to age group, our results suggested that improved access to specialized health centers, the presence of family health strategy teams, and higher rates of colonoscopies are protective factors against colorectal cancer mortality in southern Brazil. |
format | Online Article Text |
id | pubmed-10328368 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-103283682023-07-08 Spatial distribution of mortality from colorectal cancer in the southern region of Brazil de Castilho, Matheus Jacometo Coelho Massago, Miyoko Arruda, Carlos Eduardo Beltrame, Matheus Henrique Arruda Strand, Eleanor Fontes, Carlos Edmundo Rodrigues Nihei, Oscar Kenji Franco, Rogério do Lago Staton, Catherine Ann Pedroso, Raissa Bocchi de Andrade, Luciano PLoS One Research Article Colorectal cancer (CRC) is the leading cause of death due to cancer worldwide. In Brazil, it is the second most frequent cancer in men and women, with a mortality reaching 9.4% of those diagnosed. The aim of this study was to analyze the spatial heterogeneity of CRC deaths among municipalities in south Brazil, from 2015 to 2019, in different age groups (50–59 years, 60–69 years, 70–79 years, and 80 years old or more) and identify the associated variables. Global Spatial Autocorrelation (Moran’s I) and Local Spatial Autocorrelation (LISA) analyses were used to evaluate the spatial correlation between municipalities and CRC mortality. Ordinary Least Squares (OLS) and Geographically Weighted Regression (GWR) were applied to evaluate global and local correlations between CRC deaths, sociodemographic, and coverage of health care services. For all age groups, our results found areas with high CRC rates surrounded by areas with similarly high rates mainly in the Rio Grande do Sul state. Even as factors associated with CRC mortality varied according to age group, our results suggested that improved access to specialized health centers, the presence of family health strategy teams, and higher rates of colonoscopies are protective factors against colorectal cancer mortality in southern Brazil. Public Library of Science 2023-07-07 /pmc/articles/PMC10328368/ /pubmed/37418502 http://dx.doi.org/10.1371/journal.pone.0288241 Text en © 2023 Castilho 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 de Castilho, Matheus Jacometo Coelho Massago, Miyoko Arruda, Carlos Eduardo Beltrame, Matheus Henrique Arruda Strand, Eleanor Fontes, Carlos Edmundo Rodrigues Nihei, Oscar Kenji Franco, Rogério do Lago Staton, Catherine Ann Pedroso, Raissa Bocchi de Andrade, Luciano Spatial distribution of mortality from colorectal cancer in the southern region of Brazil |
title | Spatial distribution of mortality from colorectal cancer in the southern region of Brazil |
title_full | Spatial distribution of mortality from colorectal cancer in the southern region of Brazil |
title_fullStr | Spatial distribution of mortality from colorectal cancer in the southern region of Brazil |
title_full_unstemmed | Spatial distribution of mortality from colorectal cancer in the southern region of Brazil |
title_short | Spatial distribution of mortality from colorectal cancer in the southern region of Brazil |
title_sort | spatial distribution of mortality from colorectal cancer in the southern region of brazil |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10328368/ https://www.ncbi.nlm.nih.gov/pubmed/37418502 http://dx.doi.org/10.1371/journal.pone.0288241 |
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