Interactions Among Genetic Variants in Apoptosis Pathway Genes, Reflux Symptoms, Body Mass Index, and Smoking Indicate Two Distinct Etiologic Patterns of Esophageal Adenocarcinoma
- 10 May 2010
- journal article
- research article
- Published by American Society of Clinical Oncology (ASCO) in Journal of Clinical Oncology
- Vol. 28 (14) , 2445-2451
- https://doi.org/10.1200/jco.2009.26.2790
Abstract
Purpose: Apoptosis pathway, gastroesophageal reflux symptoms (reflux), higher body mass index (BMI), and tobacco smoking have been individually associated with esophageal adenocarcinoma (EA) development. However, how multiple factors jointly affect EA risk remains unclear. Patients and Methods: In total, 305 patients with EA and 339 age- and sex-matched controls were studied. High-order interactions among reflux, BMI, smoking, and functional polymorphisms in five apoptotic genes (FAS, FASL, IL1B, TP53BP, and BAT3) were investigated by entropy-based multifactor dimensionality reduction (MDR), classification and regression tree (CART), and traditional logistic regression (LR) models. Results: In LR analysis, reflux, BMI, and smoking were significantly associated with EA risk, with reflux as the strongest individual factor. No individual single nucleotide polymorphism was associated with EA susceptibility. However, there was a two-way interaction between IL1B + 3954C>T and reflux (P = .008). In both CART and MDR analyses, reflux was also the strongest individual factor for EA risk. In individuals with reflux symptoms, CART analysis indicated that strongest interaction was among variant genotypes of IL1B + 3954C>T and BAT3S625P, higher BMI, and smoking (odds ratio [OR], 5.76; 95% CI, 2.48 to13.38), a finding independently found using MDR analysis. In contrast, for participants without reflux symptoms, the strongest interaction was found between higher BMI and smoking (OR, 3.27; 95% CI, 1.88 to 5.68), also echoed by entropy-based MDR analysis. Conclusion: Although a history of reflux is an important risk for EA, multifactor interactions also play important roles in EA risk. Gene-environment interaction patterns differ between patients with and without reflux symptoms.Keywords
This publication has 40 references indexed in Scilit:
- Epidermal growth factor A61G gene polymorphism, gastroesophageal reflux disease and esophageal adenocarcinoma riskCarcinogenesis: Integrative Cancer Research, 2009
- Association of Smoking in Adolescence With Abdominal Obesity in Adulthood: A Follow-Up Study of 5 Birth Cohorts of Finnish TwinsAmerican Journal of Public Health, 2009
- Apoptosis gene polymorphisms, age, smoking and the risk of non-small cell lung cancerCarcinogenesis: Integrative Cancer Research, 2008
- Genetic polymorphisms of VEGF, interactions with cigarette smoking exposure and esophageal adenocarcinoma riskCarcinogenesis: Integrative Cancer Research, 2008
- Incidence of Adenocarcinoma of the Esophagus Among White Americans by Sex, Stage, and AgeJNCI Journal of the National Cancer Institute, 2008
- An Interleukin-1β (IL-1β) Single-Nucleotide Polymorphism at Position 3954 and Red Complex Periodontopathogens Independently and Additively Modulate the Levels of IL-1β in Diseased Periodontal TissuesInfection and Immunity, 2008
- Environmental Tobacco Smoke Suppresses Nuclear Factor-κB Signaling to Increase Apoptosis in Infant Monkey LungsAmerican Journal of Respiratory and Critical Care Medicine, 2006
- Variants in theGH-IGFaxis confer susceptibilityto lung cancerGenome Research, 2006
- Power of multifactor dimensionality reduction for detecting gene‐gene interactions in the presence of genotyping error, missing data, phenocopy, and genetic heterogeneityGenetic Epidemiology, 2003
- The Hallmarks of CancerCell, 2000