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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
West Asia Organization for Cancer Prevention
2016
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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. |
format | Online Article Text |
id | pubmed-5454602 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | West Asia Organization for Cancer Prevention |
record_format | MEDLINE/PubMed |
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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