Abstract
Objective
Fruit and vegetable intake may protect against gastric cancer incidence. Results from case–control studies have indicated an inverse association, but results from cohort studies are inconsistent.
Methods
We prospectively investigated the association in 490,802 participants of the NIH-AARP Diet and Health Study using Cox proportional hazards models adjusted for gastric cancer risk factors. We present hazard ratios (HR) and 95% confidence intervals (CI) per increase of one daily serving per 1,000 calories.
Results
During 2,193,751 person years, 394 participants were diagnosed with incident gastric cancer. We observed no significant associations between total fruit and vegetable intake (1.01, 0.95–1.08), fruit intake (1.04, 0.95–1.14), or vegetable intake (0.98, 0.88–1.08) and gastric cancer risk. Results did not vary by sex or anatomic subsite (cardia versus non-cardia). All 13 botanical subgroups examined had no significant associations with either anatomic sub-site.
Conclusion
We did not observe significant associations between overall fruit and vegetable intake and gastric cancer risk in this large prospective cohort study.
Similar content being viewed by others
Avoid common mistakes on your manuscript.
Introduction
Though incidence rates have decreased, gastric cancer remains the second leading cause of cancer related mortality worldwide [1]. Dietary factors, including fruit and vegetable intake, have been hypothesized to protect against gastric cancer incidence. Results from almost 40 case–control studies consistently indicate an inverse association with fruit and vegetables [2]. However, case–control designs can be subject to both recall and selection bias. At least 15 prospective studies have investigated this association. Some prospective studies have shown significant inverse associations with intake of fruits [3–7] or vegetables [4, 8, 9], but most have not found significant associations [2, 10–12].
Gastric cancer has two main anatomic subsites, cardia, and non-cardia. Over the last 30 years, the rates of gastric cardia have increased in the United States by approximately 50%, while the rates of gastric non-cardia have decreased by approximately 25% [13, 14]. The etiologies of tumors at these sites may be distinct [15, 16]. For example, seropositivity for Helicobacter pylori was recently shown to be positively associated with non-cardia cancer, yet inversely associated with cardia cancer [16]. However, most previous examinations of fruit and vegetable intake and gastric cancer risk have not distinguished among these sites.
We studied the association between fruit and vegetable intake and risk of gastric cardia and gastric non-cardia in 490,802 participants of the NIH-AARP Diet and Health Study.
Materials and methods
Study participants
A description of the NIH-AARP Diet and Health Study has been published [17]. Study participants were members of AARP, the organization formerly known as the American Association of Retired Persons, who resided in eight states with excellent cancer registries. The study was approved by the Special Studies Institutional Review Board of the U.S. National Cancer Institute (NCI).
We excluded those with cancer at baseline (n = 51,229), proxy respondents (n = 15,760), and those with total energy intake or fruit and vegetable intake more than two interquartile ranges from the median (n = 8,616). The final analytic cohort consisted of 490,802 participants (292,898 men and 197,904 women).
Cohort follow-up and case identification
Follow-up time extended from study baseline (between 1995 and 1996) to diagnosis of head and neck, esophageal, or stomach cancer (diagnosis of one of these cancers would be associated with increased surveillance of the other sites), date of death, end of study (31 December 2000), or the date a participant moved out of the registry ascertainment area.
We identified incident cancer cases by linkage between study participants and the appropriate state cancer registry databases. Gastric cancer cases were defined by anatomic site and histologic code of the International Classification of Disease for Oncology [18], as previously described [19]. Approximately 90% of cancer cases are detected in the cohort by this approach [20]. Cardia tumors (n = 198 cases) had site code C16.0 (defined as the cardioesophageal junction, the esophagogastric junction, and the gastroesophageal junction [18]). We classified tumors with site codes C16.1–C16.9 as non-cardia tumors (196 cases). Over 13% of noncardia tumors were an overlapping lesion of the stomach (ICD-O site code C16.8) and 28% were gastric not otherwise specified (ICD-O site code C16.9), raising the possibility that cardia cancers might be present in the noncardia category. However, excluding these 81 participants from the analysis did not appreciably change the risk estimates (data not shown).
Exposure assessment
At baseline in 1995–1996, participants completed a questionnaire that included 124 food items [17]. Participants were asked to report their usual frequency of intake and portion size over the last 12 months, using ten frequency categories ranging from ‘never’ to ‘six+ times per day’ for beverages and from ‘never’ to ‘two+ times per day’ for solid foods and three categories of portion size. Total fruit and vegetable intake was calculated from individual and mixed foods as pyramid servings, as defined in the US Department of Agriculture’s food guide pyramid as previously described [21]. One pyramid serving corresponded to one serving in the US Department of Agriculture’s food guide Pyramid—one medium sized fresh fruit, half a cup cut fruit, six oz juice, one cup leafy vegetables, or half a cup other vegetables [22]. The FFQ was validated using two non-consecutive 24-h recalls in 1, 953 participants. For fruit and vegetable intake combined, the energy-adjusted Pearson correlation coefficients between the FFQ and the 24-h recalls were 0.72 and 0.61 for men and women, respectively [23].
We excluded white potatoes from the vegetable group and created quintiles of fruit and vegetable variables. Similar results were observed for variables that included potatoes. We also examined groups based on botanical taxonomy to help identify possible associations according to chemopreventive phytochemicals [24]. We used tertiles for the botanical groups due to the large number of participants who did not regularly consume food items from some of the botanical groups.
Statistical analysis
Analyses were performed with SAS version 8.2. An alpha level of <0.05 was considered statistically significant and all tests were two-sided. Hazard ratios (HR) and 95% confidence intervals (CI) were calculated using Cox proportional hazards regression [25] using follow-up time as the underlying time metric. We tested for and found no deviations from the proportional hazards assumption. Using age as the underlying time metric did not affect results (data not shown).
We adjusted for energy intake using the nutrient density method (per 1,000 calories) and included total energy in the model. Analyzing data using a standard multivariate model that included fruit and vegetable intake (daily servings), total energy, and other covariates yielded similar results (data not shown). All multivariate models were adjusted for sex, age (continuous), body mass index in kg/m2: <18.5, 18.5– <25, 25– <30, 30– <35, and ≥35, total energy intake (continuous), education (<high school, completion of high school, some post-high school training, completion of college, and completion of graduate school), alcohol intake (0 drinks/day, 0 < – ≤1 drinks/day, 1 < – ≤3 drinks/day, and >3 drinks/day), cigarette use (never smokers, former smokers who smoked ≤1 pack/day, former smokers who smoked >1 pack/day, current smokers who smoked ≤1 pack/day, and current smokers who smoked >1 pack/day), usual activity throughout the day (sit all day, sit much of the day/walk some, stand/walk often/no lifting, lift/carry light loads, and carry heavy loads), vigorous physical activity (never, rarely, one to three times/month, one to two times/week, three to four times/week, five or more times per week), and ethnicity (non-Hispanic white, non-Hispanic black, Hispanic, and Asian/Pacific Islander/Native American). Missing values for adjusting covariates were included as dummy variables in the models.
In additional models, fruits and vegetables were mutually adjusted for each other. We conducted linear trend tests across categories of intake by assigning participants the median intake for their categories and entering it as a continuous term in the regression model. We examined possible effect modification by cigarette smoking status (ever/former/never), alcohol use (ever/never or <3 drinks/day/≥3 drinks/day, or body mass index (dichotomous variable split at the median: 26.5) by stratifying the continuous intakes of fruits and vegetables by each variable and calculating p-values for statistical interactions using a likelihood ratio test with the appropriate degrees of freedom.
Results
Table 1 describes the baseline characteristics of study participants, stratified by quintile of total fruit and vegetable intake. Study participants in quintile 5 (median of 5.8 daily servings per 1,000 calories) were more often women, college graduates, non-smokers, consumers of <3 alcoholic drinks per day, and completed vigorous physical activity five or more times per week than study participants in quintile 1 (median of 1.5 daily servings per 1,000 calories). Age and body mass index were similar across categories of fruit and vegetable intake.
During 2,193,751 person-years of follow-up (mean = 4.5 years), 394 participants developed gastric cancer. The age and sex adjusted HR (95% CI) associated with each daily serving of total fruit and vegetable intake per 1,000 calories was 0.98 (0.92–1.04). After adjustment for other potential gastric cancer risk factors, including sex, body mass index, education, alcohol intake, cigarette smoking, physical activity, and ethnicity, the risk per daily serving per 1,000 calories was 1.01 (0.95–1.08) (Table 2 ). We examined fruit and vegetable intake separately in mutually adjusted models, and observed a HR per daily serving per 1,000 calories of fruit of 1.04 (0.95–1.14) and of vegetables (0.98, 0.88–1.08). Results in men and women were similar. We further examined associations with whole fruits and fruit juice. The HR per daily serving per 1,000 calories for fruit juice was 0.97 (0.83–1.13) and for whole fruits was 1.09 (0.97–1.23).
Table 3 presents estimates for fruit and vegetable intake and risk of gastric cancer subtypes (gastric cardia-198 cases and gastric non-cardia-196 cases). There were no statistically significant associations. We also divided fruit and vegetables into categories based on botanical classifications (Table 4). Results were insignificant for all botanical groups examined, though we found a borderline association between Convolvulaceae intake (sweet potatoes and yams) and cancers of the gastric non-cardia (Tertile 3 versus Tertile 1, 0.70, 0.49–1.00). The p-for trend across tertiles of Convolvulaceae intake and non-cardia cancer risk was 0.07. We found no association between Convolvulaceae and gastric cardia cancer risk (Tertile 3 versus Tertile 1, 0.85, 0.60–1.20).
Excluding the first two years follow-up did not affect HR estimates (data not shown)
We looked for effect modification by cigarette smoking status, alcohol drinking, and body mass index, but found no significant differences (data not shown).
Discussion
In this large United States cohort, we found no significant associations between fruit and vegetable intake and gastric cancer risk. We observed similar results in men and women. Results for all 13 botanical groups examined were not statistically significant. The borderline significant association between Convolvulaceae intake (sweet potatoes and yams) and gastric non-cardia risk may be a true association or a chance finding due to multiple comparisons. To our knowledge, previous studies have not examined the association of sweet potatoes/yams and gastric cancer risk.
In contrast to the results of this analysis, most previous case–control studies of the association between fruit and vegetable intake and gastric cancer have found an inverse association. A meta-analysis of case control studies found a protective association with vegetables (17 studies: per 100 g/day, OR: 0.78, 95% CI: 0.71–0.86) and fruits (24 studies: per 100 g/day, OR: 0.69, 95% CI: 0.62–0.77) [12]. However, recall bias and selection bias may have affected these studies. Prospective examinations of these associations have been less consistent. Some prospective studies observed significant inverse associations with fruits [3–7] or vegetables [4, 8, 9]; most studies reported inverse but non-significant associations [2, 10–12]. The summary estimates from the most recent meta-analysis of cohort studies comparing highest versus lowest consumption category were 0.89 (0.78–1.02) for fruits (13 studies) and 0.98 (0.86–1.13) for vegetables (8 studies) [11]. Our hazard ratios are consistent with these summary estimates (Quintile 5 versus Quintile 1—fruits: 1.04, 0.75–1.45; vegetables: 0.96, 0.68–1.37) and do not exclude the possibility of a modest association between fruit and vegetable intake and gastric cancer risk.
Most case–control studies indicate an inverse association between fruit and vegetable intake and cancers of both the cardia and non-cardia. The summary estimates from a recent meta-analysis of case–control studies comparing the risk of those in the highest category to those in the lowest category of intake showed inverse associations between fruit and vegetable intake and the risk of both cardia (fruit, six studies: 0.58, 0.38–0.89; vegetables, six studies: 0.63, 0.50–0.79) and non-cardia (fruit, six studies: 0.61, 0.44–0.84; vegetables, eight studies: 0.75, 0.59–0.95) gastric cancer [26]. To our knowledge, four previous prospective studies examined the association by anatomic site [5, 7, 10, 27]. One study in China observed a significant inverse association with fruit in cardia but not non-cardia gastric cancer [7]. A study of Finnish smokers, though, observed a significant inverse association with fruit intake and non-cardia but not cardia gastric cancer [5]. Results from the EPIC cohort study [10] and the Japan Public Health Center-based prospective study [27], like our study, did not observe significant inverse associations with either cardia or non-cardia gastric cancer. We did not observe significant associations with either anatomic site, but our results do not exclude the possibility of a modest inverse association.
Our study had several strengths, including its prospective design, large study size, wide range of fruit and vegetable intake, and adjustment for most gastric cancer risk factors. We lacked information on Helicobacter pylori (Hp) infection, an important gastric cancer risk factor. However, Hp was not found to modify the association with fruit and vegetable intake in the EPIC cohort study [10], and did not confound or modify the association in two case–control studies [28, 29]. We did not observe an association with either cardia or non-cardia cancer, which may have distinct associations with Hp [16]. We did not collect nonsteroidal anti-inflammatory drug use for all subjects and therefore we could not adjust for NSAID use in this analysis. We also assessed fruit and vegetable intake at a single time point using a food frequency questionnaire. Food frequency questionnaires are subject to measurement error [30] which could potentially obscure a true yet modest association between gastric cancer risk and fruit and vegetable intake and result in the observed null findings.
In summary, we found no association between total fruit and vegetable intake and gastric cancer risk in our large prospective cohort study.
References
Parkin DM, Bray F, Ferlay J, Pisani P. Global cancer statistics, 2002. CA Cancer J Clin. 2005;55:74–108.
IARC Handbooks of Cancer Prevention: Fruit and vegetables. Lyon, France: IARC Press, 2003.
Galanis DJ, Kolonel LN, Lee J, Nomura A. Intakes of selected foods and beverages and the incidence of gastric cancer among the Japanese residents of Hawaii: a prospective study. Int J Epidemiol. 1998;27:173–80.
Nomura AM, Stemmermann GN, Chyou PH. Gastric cancer among the Japanese in Hawaii. Jpn J Cancer Res. 1995;86:916–23.
Nouraie M, Pietinen P, Kamangar F, et al. Fruits, vegetables, and antioxidants and risk of gastric cancer among male smokers. Cancer Epidemiol Biomarkers Prev. 2005;14:2087–92.
Sauvaget C, Nagano J, Hayashi M, et al. Vegetables and fruit intake and cancer mortality in the Hiroshima/Nagasaki Life Span Study. Br J Cancer.2003;88:689–94.
Tran GD, Sun XD, Abnet CC, et al. Prospective study of risk factors for esophageal and gastric cancers in the Linxian general population trial cohort in China. Int J Cancer 2005;113:456–63.
Chyou PH, Nomura AM, Hankin JH, Stemmermann GN. A case-cohort study of diet and stomach cancer. Cancer Res. 1990;50:7501–4.
Larsson SC, Bergkvist L, Wolk A. Fruit and vegetable consumption and incidence of gastric cancer: a prospective study. Cancer Epidemiol Biomarkers Prev 2006;15:1998–01.
Gonzalez CA, Pera G, Agudo A, et al. Fruit and vegetable intake and the risk of stomach and oesophagus adenocarcinoma in the European Prospective Investigation into Cancer and Nutrition (EPIC-EURGAST). Int J Cancer. 2006;118:2559–66.
Lunet N, Lacerda-Vieira A, Barros H. Fruit and vegetables consumption and gastric cancer: a systematic review and meta-analysis of cohort studies. Nutr Cancer. 2005;53:1–10.
Riboli E, Norat T. Epidemiologic evidence of the protective effect of fruit and vegetables on cancer risk. Am J Clin Nutr. 2003;78:559S–69S.
Devesa SS, Blot WJ, Fraumeni JF, Jr. Changing patterns in the incidence of esophageal and gastric carcinoma in the United States. Cancer. 1998;83:2049–53.
Corley DA, Kubo A. Influence of site classification on cancer incidence rates: an analysis of gastric cardia carcinomas. J Natl Cancer Inst. 2004;96:1383–7.
Engel LS, Chow WH, Vaughan TL, et al. Population attributable risks of esophageal and gastric cancers. J Natl Cancer Inst. 2003;l95:1404–13.
Kamangar F, Dawsey SM, Blaser MJ, et al. Opposing risks of gastric cardia and noncardia gastric adenocarcinomas associated with Helicobacter pylori seropositivity. J Natl Cancer Inst. 2006;98:1445–52.
Schatzkin A, Subar AF, Thompson FE, et al. Design and serendipity in establishing a large cohort with wide dietary intake distributions : the National Institutes of Health-American Association of Retired Persons Diet and Health Study. Am J Epidemiol. 2001;154:1119–25.
Fritz AG. International classification of diseases for oncology: ICD-O. 3rd ed. Geneva: World Health Organization, 2000.
Freedman ND, Abnet CC, Leitzmann MF, et al. A prospective study of tobacco, alcohol, and the risk of esophageal and gastric cancer subtypes. Am J Epidemiol. 2007;165:1424–33.
Michaud DS, Midthune D, Hermansen S, et al. Comparison of cancer registry case ascertainment with SEER estimates and self-reporting in a subset of the NIH-AARP Diet and Health Study. J Registry Manag. 2005;32:70–5.
Park Y, Subar AF, Kipnis V, et al. Fruit and vegetable intakes and risk of colorectal cancer in the NIH-AARP diet and health study. Am J Epidemiol. 2007;166:170–80.
U.S. Department of Agriculture. The food guide pyramid. Home and Garden Bulletin No. 252. Washington, DC: GPO, 1992.
Thompson FE, Kipnis V, Midthune D, et al. Performance of a food-frequency questionnaire in the US NIH-AARP (National Institutes of Health-American Association of Retired Persons) Diet and Health Study. Public Health Nutr1-13, 2007.
Smith SA, Campbell DR, Elmer PJ, et al. The University of Minnesota Cancer Prevention Research Unit vegetable and fruit classification scheme (United States). Cancer Causes Control. 1995;6:292–302.
Cox DR. Regression models and life-tables. J R Stat Soc Ser B-Stat Meth. 1972;34:187.
Lunet N, Valbuena C, Vieira AL, et al. Fruit and vegetable consumption and gastric cancer by location and histological type: case–control and meta-analysis. Eur J Cancer Prev. 2007;16:312–27.
Kobayashi M, Tsubono Y, Sasazuki S, Sasaki S, Tsugane S. Vegetables, fruit and risk of gastric cancer in Japan: a 10-year follow-up of the JPHC Study Cohort I. Int J Cancer. 2002;102:39–44.
Lee SA, Kang D, Shim KN, et al. Effect of diet and Helicobacter pylori infection to the risk of early gastric cancer. J Epidemiol. 2003;13:162–8.
Machida-Montani A, Sasazuki S, Inoue M, et al. Association of Helicobacter pylori infection and environmental factors in non-cardia gastric cancer in Japan. Gastric Cancer. 2004;7:46–53.
Schatzkin A, Kipnis V. Could exposure assessment problems give us wrong answers to nutrition and cancer questions? J Natl Cancer Inst. 2004;96:1564–5.
Acknowledgments
Cancer incidence data from the Atlanta metropolitan area were collected by the Georgia Center for Cancer Statistics, Department of Epidemiology, Rollins School of Public Health, Emory University. Cancer incidence data from California were collected by the California Department of Health Services, Cancer Surveillance Section. Cancer incidence data from the Detroit metropolitan area were collected by the Michigan Cancer Surveillance Program, Community Health Administration, State of Michigan. The Florida cancer incidence data used in this report were collected by the Florida Cancer Data System under contract to the Department of Health (DOH). The views expressed herein are solely those of the authors and do not necessarily reflect those of the contractor or DOH. Cancer incidence data from Louisiana were collected by the Louisiana Tumor Registry, Louisiana State University Medical Center in New Orleans. Cancer incidence data from New Jersey were collected by the New Jersey State Cancer Registry, Cancer Epidemiology Services, New Jersey State Department of Health and Senior Services. Cancer incidence data from North Carolina were collected by the North Carolina Central Cancer Registry. Cancer incidence data from Pennsylvania were supplied by the Division of Health Statistics and Research, Pennsylvania Department of Health, Harrisburg, Pennsylvania. The Pennsylvania Department of Health specifically disclaims responsibility for any analyses, interpretations or conclusions. We are indebted to the participants in the NIH-AARP Diet and Health Study for their outstanding cooperation. This research was supported by the Intramural Research Program of the National Cancer Institute, National Institutes of Health.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Freedman, N.D., Subar, A.F., Hollenbeck, A.R. et al. Fruit and vegetable intake and gastric cancer risk in a large United States prospective cohort study. Cancer Causes Control 19, 459–467 (2008). https://doi.org/10.1007/s10552-007-9107-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10552-007-9107-4