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Area-to-Area Poisson Kriging and Spatial Bayesian Analysis in Mapping of Gastric Cancer Incidence in Iran

BACKGROUND: In many countries gastric cancer has the highest incidence among the gastrointestinal cancers and is the second most common cancer in Iran. The aim of this study was to identify and map high risk gastric cancer regions at the county-level in Iran. METHODS: In this study we analyzed gastr...

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Autores principales: Asmarian, Naeimehossadat, Jafari-Koshki, Tohid, Soleimani, Ali, Ayatollahi, Seyyed Mohammad Taghi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: West Asia Organization for Cancer Prevention 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5454602/
https://www.ncbi.nlm.nih.gov/pubmed/27892667
http://dx.doi.org/10.22034/APJCP.2016.17.10.4587
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author Asmarian, Naeimehossadat
Jafari-Koshki, Tohid
Soleimani, Ali
Ayatollahi, Seyyed Mohammad Taghi
author_facet Asmarian, Naeimehossadat
Jafari-Koshki, Tohid
Soleimani, Ali
Ayatollahi, Seyyed Mohammad Taghi
author_sort Asmarian, Naeimehossadat
collection PubMed
description BACKGROUND: In many countries gastric cancer has the highest incidence among the gastrointestinal cancers and is the second most common cancer in Iran. The aim of this study was to identify and map high risk gastric cancer regions at the county-level in Iran. METHODS: In this study we analyzed gastric cancer data for Iran in the years 2003-2010. Area-to-area Poisson kriging and Besag, York and Mollie (BYM) spatial models were applied to smoothing the standardized incidence ratios of gastric cancer for the 373 counties surveyed in this study. The two methods were compared in term of accuracy and precision in identifying high risk regions. RESULT: The highest smoothed standardized incidence rate (SIR) according to area-to-area Poisson kriging was in Meshkinshahr county in Ardabil province in north-western Iran (2.4, SD=0.05), while the highest smoothed standardized incidence rate (SIR) according to the BYM model was in Ardabil, the capital of that province (2.9, SD=0.09). CONCLUSION: Both methods of mapping, ATA Poisson kriging and BYM, showed the gastric cancer incidence rate to be highest in north and north-west Iran. However, area-to-area Poisson kriging was more precise than the BYM model and required less smoothing. According to the results obtained, preventive measures and treatment programs should be focused on particular counties of Iran.
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spelling pubmed-54546022017-08-28 Area-to-Area Poisson Kriging and Spatial Bayesian Analysis in Mapping of Gastric Cancer Incidence in Iran Asmarian, Naeimehossadat Jafari-Koshki, Tohid Soleimani, Ali Ayatollahi, Seyyed Mohammad Taghi Asian Pac J Cancer Prev Research Article BACKGROUND: In many countries gastric cancer has the highest incidence among the gastrointestinal cancers and is the second most common cancer in Iran. The aim of this study was to identify and map high risk gastric cancer regions at the county-level in Iran. METHODS: In this study we analyzed gastric cancer data for Iran in the years 2003-2010. Area-to-area Poisson kriging and Besag, York and Mollie (BYM) spatial models were applied to smoothing the standardized incidence ratios of gastric cancer for the 373 counties surveyed in this study. The two methods were compared in term of accuracy and precision in identifying high risk regions. RESULT: The highest smoothed standardized incidence rate (SIR) according to area-to-area Poisson kriging was in Meshkinshahr county in Ardabil province in north-western Iran (2.4, SD=0.05), while the highest smoothed standardized incidence rate (SIR) according to the BYM model was in Ardabil, the capital of that province (2.9, SD=0.09). CONCLUSION: Both methods of mapping, ATA Poisson kriging and BYM, showed the gastric cancer incidence rate to be highest in north and north-west Iran. However, area-to-area Poisson kriging was more precise than the BYM model and required less smoothing. According to the results obtained, preventive measures and treatment programs should be focused on particular counties of Iran. West Asia Organization for Cancer Prevention 2016 /pmc/articles/PMC5454602/ /pubmed/27892667 http://dx.doi.org/10.22034/APJCP.2016.17.10.4587 Text en Copyright: © Asian Pacific Journal of Cancer Prevention http://creativecommons.org/licenses/BY-SA/4.0 This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
spellingShingle Research Article
Asmarian, Naeimehossadat
Jafari-Koshki, Tohid
Soleimani, Ali
Ayatollahi, Seyyed Mohammad Taghi
Area-to-Area Poisson Kriging and Spatial Bayesian Analysis in Mapping of Gastric Cancer Incidence in Iran
title Area-to-Area Poisson Kriging and Spatial Bayesian Analysis in Mapping of Gastric Cancer Incidence in Iran
title_full Area-to-Area Poisson Kriging and Spatial Bayesian Analysis in Mapping of Gastric Cancer Incidence in Iran
title_fullStr Area-to-Area Poisson Kriging and Spatial Bayesian Analysis in Mapping of Gastric Cancer Incidence in Iran
title_full_unstemmed Area-to-Area Poisson Kriging and Spatial Bayesian Analysis in Mapping of Gastric Cancer Incidence in Iran
title_short Area-to-Area Poisson Kriging and Spatial Bayesian Analysis in Mapping of Gastric Cancer Incidence in Iran
title_sort area-to-area poisson kriging and spatial bayesian analysis in mapping of gastric cancer incidence in iran
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5454602/
https://www.ncbi.nlm.nih.gov/pubmed/27892667
http://dx.doi.org/10.22034/APJCP.2016.17.10.4587
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