Exploring Spatial Trends and Influencing Factors for Gastric Cancer Based on Bayesian Statistics: A Case Study of Shanxi, China

International Journal of Environmental Research and Public Health
Gehong ZhangYang Wang

Abstract

Gastric cancer (GC) is the fourth most common type of cancer and the second leading cause of cancer-related deaths worldwide. To detect the spatial trends of GC risk based on hospital-diagnosed patients, this study presented a selection probability model and integrated it into the Bayesian spatial statistical model. Then, the spatial pattern of GC risk in Shanxi Province in north central China was estimated. In addition, factors influencing GC were investigated mainly using the Bayesian Lasso model. The spatial variability of GC risk in Shanxi has the conspicuous feature of being 'high in the south and low in the north'. The highest GC relative risk was 1.291 (95% highest posterior density: 0.789⁻4.002). The univariable analysis and Bayesian Lasso regression results showed that a diverse dietary structure and increased consumption of beef and cow milk were significantly (p ≤ 0.08) and in high probability (greater than 68%) negatively associated with GC risk. Pork production per capita has a positive correlation with GC risk. Moreover, four geographic factors, namely, temperature, terrain, vegetation cover, and precipitation, showed significant (p < 0.05) associations with GC risk based on univariable analysis, and associated wi...Continue Reading

References

Oct 1, 1979·Environmental Health Perspectives·T Hirayama
Feb 15, 1994·International Journal of Cancer. Journal International Du Cancer·M InoueT Kitoh
Sep 9, 1993·International Journal of Cancer. Journal International Du Cancer·L E HanssonH O Adami
Mar 28, 1997·International Journal of Cancer. Journal International Du Cancer·M H WardS H Zahm
Mar 10, 2001·The British Journal of Nutrition·H S Gill, M L Cross
Jul 4, 2001·International Journal of Cancer. Journal International Du Cancer·N MuñozW Oliver
Sep 28, 2002·International Journal of Cancer. Journal International Du Cancer·Minatsu KobayashiUNKNOWN JPHC Study Group
Nov 12, 2002·Surgical Oncology Clinics of North America·Linda Morris Brown, Susan S Devesa
Feb 19, 2003·Journal of Clinical Epidemiology·Jon R Kelley, John M Duggan
Nov 25, 1961·JAMA : the Journal of the American Medical Association·N DUNGAL
Jan 15, 2004·JAMA : the Journal of the American Medical Association·Benjamin Chun-Yu WongUNKNOWN China Gastric Cancer Study Group
Jan 16, 2004·Gastroenterology·Jia Qing HuangRichard H Hunt
Sep 30, 2004·International Journal of Cancer. Journal International Du Cancer·Gina D TranPhilip R Taylor
Feb 2, 2006·International Journal of Cancer. Journal International Du Cancer·Kentaro ShikataMitsuo Iida
Mar 24, 2006·Tropical Medicine & International Health : TM & IH·Archie C A ClementsSimon Brooker
Jul 20, 2006·Journal of the National Cancer Institute·Wei-cheng YouMitchell H Gail
Jan 11, 2007·Japanese Journal of Clinical Oncology·Yoshikazu NishinoUNKNOWN Research Group for the Development and Evaluation of Cancer Prevention Strategies in Japan
Apr 11, 2007·American Journal of Epidemiology·Neal D FreedmanArthur Schatzkin
Feb 23, 2008·Cancer Causes & Control : CCC·Ricardo Ladeiras-LopesNuno Lunet
Mar 1, 2008·The Lancet Oncology·Wai K LeungUNKNOWN Asia Pacific Working Group on Gastric Cancer
Mar 6, 2008·Journal of Gastroenterology and Hepatology·Kwong Ming FockUNKNOWN Asia-Pacific Gastric Cancer Consensus Conference
May 7, 2009·International Journal of Epidemiology·Farhad IslamiReza Malekzadeh
Nov 11, 2011·International Journal of Cancer. Journal International Du Cancer·Mauro SerafiniCarlos A González
Jul 31, 2012·World Journal of Gastrointestinal Oncology·Siddavaram Nagini
Mar 5, 2013·Journal of Digestive Diseases·Seiji ShiotaYoshio Yamaoka
Mar 15, 2013·European Journal of Cancer : Official Journal for European Organization for Research and Treatment of Cancer (EORTC) [and] European Association for Cancer Research (EACR)·J FerlayF Bray
Mar 19, 2013·Cancer Prevention Research·Ramin ShakeriChristian C Abnet
Apr 10, 2013·Gastroenterology·Zhizhong ZhangXinfeng Liu
Aug 10, 2013·Journal of Epidemiology and Community Health·Olalekan A UthmanTahereh Moradi
Sep 7, 2013·International Journal of Cancer. Journal International Du Cancer·Takeichi YoshidaMasao Ichinose
Dec 25, 2013·Gene·Lina HuangYunhe Jia
Mar 13, 2014·Cancer Epidemiology, Biomarkers & Prevention : a Publication of the American Association for Cancer Research, Cosponsored by the American Society of Preventive Oncology·Parisa KarimiFarin Kamangar
Mar 22, 2014·European Journal of Cancer : Official Journal for European Organization for Research and Treatment of Cancer (EORTC) [and] European Association for Cancer Research (EACR)·Ana FerroNuno Lunet
Aug 13, 2014·Journal of Food Science and Technology·Kiran Deep KaurA K Singh
Oct 17, 2014·World Journal of Gastroenterology : WJG·Victor PasechnikovMarcis Leja
Jan 26, 2016·CA: a Cancer Journal for Clinicians·Wanqing ChenJie He
May 10, 2016·Lancet·Eric Van CutsemHans Prenen
Nov 30, 2016·Lancet·Liang ZongJiafu Ji
Mar 30, 2017·Expert Review of Gastroenterology & Hepatology·Yongzhan NieDaiming Fan

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Jan 26, 2020·International Journal of Environmental Research and Public Health·Wanchun XuLiang Zhang

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