Literature DB >> 26320452

Application of Bayesian Multilevel Space-Time Models to Study Relative Risk of Esophageal Cancer in Iran 2005-2007 at a County Level.

Sedigheh Rastaghi1, Tohid Jafari-Koshki, Behzad Mahaki.   

Abstract

BACKGROUND: Reported age standardized incidence rates for esophageal cancer in Iran are 0.88 and 6.15 for females and males, at fifth and the eighth ranks, respectively, of cancers overall. The present study aimed to map relative risk using more realistic and less problematic methods than common estimators.
MATERIALS AND METHODS: In this ecological investigation, the studied population consisted of all esophageal cancer patients in Iran from 2005 to 2007. The Bayesian multilevel space-time model with three levels of county, province, and time was used to measure the relative risk of esophageal cancer. Analyses were conducted using R package INLA.
RESULTS: The total number of registered patients was 7,160. According to the results, the three-level model with adjustment for risk factors of physical activity and smoking had the best fit among all models .The overall temporal trend was significantly increasing. At county level, Ahar, Marand, Salmas, Bojnoord, Saghez, Sarakhs, Shahroud and Torbatejam had the highest relative risks. Physical activity was found to have significant direct association with risk of developing esophageal cancer.
CONCLUSIONS: Given to great variation across geographical areas, many different factors affect the incidence of esophageal cancer. Conducting further studies at the individual level in areas with high incidence could provide more detailed information on risk factors of esophageal cancer.

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Year:  2015        PMID: 26320452     DOI: 10.7314/apjcp.2015.16.14.5787

Source DB:  PubMed          Journal:  Asian Pac J Cancer Prev        ISSN: 1513-7368


  6 in total

1.  Design and evaluation of a theory-based intervention of knowledge and perceptions to improve self-care amongst relatives of esophageal cancer patients: A randomised controlled trial study protocol.

Authors:  Sakineh Gerayllo; Mohammad Ali Morowatisharifabad; Leila Jouybari; Zohreh Karimiankakolaki; Reza Sadeghi
Journal:  Int J Surg Protoc       Date:  2020-09-19

2.  Mapping of Stomach, Colorectal, and Bladder Cancers in Iran, 2004-2009: Applying Bayesian Polytomous Logit Model.

Authors:  Marzieh Nasrazadani; Mohammad Reza Maracy; Emanuela Dreassi; Behzad Mahaki
Journal:  Int J Prev Med       Date:  2018-12-05

3.  Bivariate Spatio-Temporal Shared Component Modeling: Mapping of Relative Death Risk due to Colorectal and Stomach Cancers in Iran Provinces.

Authors:  Vahid Ahmadipanahmehrabadi; Akbar Hassanzadeh; Behzad Mahaki
Journal:  Int J Prev Med       Date:  2019-03-15

4.  Time Series Analysis of Monthly Suicide Rates in West of Iran, 2006-2013.

Authors:  Mehran Rostami; Abdollah Jalilian; Jalal Poorolajal; Behzad Mahaki
Journal:  Int J Prev Med       Date:  2019-05-17

5.  Trends and Risk Factors of Gastric Cancer in Iran (2005-2010).

Authors:  Sedigheh Rastaghi; Tohid Jafari-Koshki; Behzad Mahaki; Yousef Bashiri; Kamran Mehrabani; Ali Soleimani
Journal:  Int J Prev Med       Date:  2019-05-17

6.  Joint Spatio-Temporal Shared Component Model with an Application in Iran Cancer Data

Authors:  Behzad Mahaki; Yadollah Mehrabi; Amir Kavousi; Volker J Schmid
Journal:  Asian Pac J Cancer Prev       Date:  2018-06-25
  6 in total

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