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Geographical Variation in Oral and Oropharynx Cancer Mortality in Brazil: A Bayesian Approach
Recent studies have shown a high number of deaths from oral and oropharyngeal cancer worldwide, Brazil included. For this study, the deaths data (ICD-10, chapter II, categories C00 to C14) was obtained from Mortality Information System (SIM) and standardized by gender and population for each of the...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6313328/ https://www.ncbi.nlm.nih.gov/pubmed/30477281 http://dx.doi.org/10.3390/ijerph15122641 |
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author | Prado da Fonseca, Emílio Cristina do Amaral, Regiane Carlos Pereira, Antonio Martins Rocha, Carla Tennant, Marc |
author_facet | Prado da Fonseca, Emílio Cristina do Amaral, Regiane Carlos Pereira, Antonio Martins Rocha, Carla Tennant, Marc |
author_sort | Prado da Fonseca, Emílio |
collection | PubMed |
description | Recent studies have shown a high number of deaths from oral and oropharyngeal cancer worldwide, Brazil included. For this study, the deaths data (ICD-10, chapter II, categories C00 to C14) was obtained from Mortality Information System (SIM) and standardized by gender and population for each of the 554 Microregions of Brazil. The raw mortality rates were adopted as the standard and compared to the application of smoothing by the Bayesian model. In order to describe the geographical pattern of the occurrence of oral cancer, thematic maps were constructed, based on the distributions of mortality rates for Microregions and gender. Results: There were 7882 deaths registered due to oral and oropharyngeal cancer in Brazil, of which 6291 (79.81%) were male and 1591 (20.19%) female. The Empirical Bayesian Model presented greater scattering with mosaic appearance throughout the country, depicting high rates in Southeast and South regions interpolated with geographic voids of low rates in Midwest and North regions. For males, it was possible to identify expressive clusters in the Southeast and South regions. Conclusion: The Empirical Bayesian Model allowed an alternative interpretation of the oral and oropharynx cancer mortality mapping in Brazil. |
format | Online Article Text |
id | pubmed-6313328 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-63133282019-06-17 Geographical Variation in Oral and Oropharynx Cancer Mortality in Brazil: A Bayesian Approach Prado da Fonseca, Emílio Cristina do Amaral, Regiane Carlos Pereira, Antonio Martins Rocha, Carla Tennant, Marc Int J Environ Res Public Health Article Recent studies have shown a high number of deaths from oral and oropharyngeal cancer worldwide, Brazil included. For this study, the deaths data (ICD-10, chapter II, categories C00 to C14) was obtained from Mortality Information System (SIM) and standardized by gender and population for each of the 554 Microregions of Brazil. The raw mortality rates were adopted as the standard and compared to the application of smoothing by the Bayesian model. In order to describe the geographical pattern of the occurrence of oral cancer, thematic maps were constructed, based on the distributions of mortality rates for Microregions and gender. Results: There were 7882 deaths registered due to oral and oropharyngeal cancer in Brazil, of which 6291 (79.81%) were male and 1591 (20.19%) female. The Empirical Bayesian Model presented greater scattering with mosaic appearance throughout the country, depicting high rates in Southeast and South regions interpolated with geographic voids of low rates in Midwest and North regions. For males, it was possible to identify expressive clusters in the Southeast and South regions. Conclusion: The Empirical Bayesian Model allowed an alternative interpretation of the oral and oropharynx cancer mortality mapping in Brazil. MDPI 2018-11-25 2018-12 /pmc/articles/PMC6313328/ /pubmed/30477281 http://dx.doi.org/10.3390/ijerph15122641 Text en © 2018 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Prado da Fonseca, Emílio Cristina do Amaral, Regiane Carlos Pereira, Antonio Martins Rocha, Carla Tennant, Marc Geographical Variation in Oral and Oropharynx Cancer Mortality in Brazil: A Bayesian Approach |
title | Geographical Variation in Oral and Oropharynx Cancer Mortality in Brazil: A Bayesian Approach |
title_full | Geographical Variation in Oral and Oropharynx Cancer Mortality in Brazil: A Bayesian Approach |
title_fullStr | Geographical Variation in Oral and Oropharynx Cancer Mortality in Brazil: A Bayesian Approach |
title_full_unstemmed | Geographical Variation in Oral and Oropharynx Cancer Mortality in Brazil: A Bayesian Approach |
title_short | Geographical Variation in Oral and Oropharynx Cancer Mortality in Brazil: A Bayesian Approach |
title_sort | geographical variation in oral and oropharynx cancer mortality in brazil: a bayesian approach |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6313328/ https://www.ncbi.nlm.nih.gov/pubmed/30477281 http://dx.doi.org/10.3390/ijerph15122641 |
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