Geographic dimensions of gastric cancer risk in western Honduras: A spatial ecological analysis

Gastric cancer is fifth most common cancer globally, with a complex and multifactorial etiology, including human and bacterial genetics, health behaviors, and environmental exposures. Honduras has among the highest rates of gastric cancer in the western hemisphere, and previous research indicates that gastric cancer risk varies geographically at a sub-national scale. We analyzed characteristics of all 788 incident cases diagnosed in western Honduras between 2002 and 2015 for which residence information was available to assess geographic patterns of excess risk and population-level risk factors. We built hierarchal Bayesian Poisson models to implement spatial ecological analysis stratified by sex and gastric cancer sub-type (diffuse, intestinal, mixed/indeterminate) to explore sex and sub-type specific etiologies. We identified differential geospatial patterns of high observed relative risk (i.e., greater than 1.0) for across male/female and diffuse/intestinal strata. Unexplained variance was more spatially structured in models for males, but less so among females, suggesting that unobserved, spatially autocorrelated factors contributing to geographic risk patterns among males in this area. Additionally, ecological associations varied by sex/sub-type strata. Among males, risk of intestinal gastric cancer was elevated with an increase in the percentage of indigenous Maya/Chortí in the population, but this association was not detected in female strata. Our findings demonstrated substantial differences in geographic patterns of risk across sex and ancestry, which implicated that unobserved, sex-stratified factors, such as germline mutations and behaviors, play a role in shaping geographic patterns of cancer risk at the subnational level in western Honduras.

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Publication Details

Journal
Health & Place
Published
2025-12-02
DOI
https://doi.org/10.1016/j.healthplace.2025.103589
Primary Topic
Global Cancer Incidence and Screening
Type
article
Field-Weighted Citation Impact
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article

Geographic dimensions of gastric cancer risk in western Honduras: A spatial ecological analysis

Douglas R. Morgan, Scott M. Williams, Michael Emch, Dalton A. Norwood et al.
Health & Place
Global Cancer Incidence and Screening
article

Geographic dimensions of gastric cancer risk in western Honduras: A spatial ecological analysis

Douglas R. Morgan, Scott M. Williams, Michael Emch, Dalton A. Norwood, Paul L. Delamater, Ricardo L. Domínguez, Eleazar E. Montalvan-Sanchez, Katerina E B Beach
article en

Abstract

Gastric cancer is fifth most common cancer globally, with a complex and multifactorial etiology, including human and bacterial genetics, health behaviors, and environmental exposures. Honduras has among the highest rates of gastric cancer in the western hemisphere, and previous research indicates that gastric cancer risk varies geographically at a sub-national scale. We analyzed characteristics of all 788 incident cases diagnosed in western Honduras between 2002 and 2015 for which residence information was available to assess geographic patterns of excess risk and population-level risk factors. We built hierarchal Bayesian Poisson models to implement spatial ecological analysis stratified by sex and gastric cancer sub-type (diffuse, intestinal, mixed/indeterminate) to explore sex and sub-type specific etiologies. We identified differential geospatial patterns of high observed relative risk (i.e., greater than 1.0) for across male/female and diffuse/intestinal strata. Unexplained variance was more spatially structured in models for males, but less so among females, suggesting that unobserved, spatially autocorrelated factors contributing to geographic risk patterns among males in this area. Additionally, ecological associations varied by sex/sub-type strata. Among males, risk of intestinal gastric cancer was elevated with an increase in the percentage of indigenous Maya/Chortí in the population, but this association was not detected in female strata. Our findings demonstrated substantial differences in geographic patterns of risk across sex and ancestry, which implicated that unobserved, sex-stratified factors, such as germline mutations and behaviors, play a role in shaping geographic patterns of cancer risk at the subnational level in western Honduras.

Health & PlaceVol. 97
University of North Carolina at Chapel Hill (US), University of Alabama at Birmingham Hospital (US), Harvard University Press (US), University of Alabama at Birmingham (US), Yale University (US), Universidad Metropolitana de Honduras (HN), Dana-Farber/Harvard Cancer Center (US), Case Western Reserve University (US)
Openalex Percentile: Top 47%
Global Cancer Incidence and Screening
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