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1 Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois; Departments of 2 Epidemiology and 3 Nutrition, Harvard School of Public Health, 4 Channing Laboratory, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School; and 5 Department of Adult Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
Requests for reprints: Halcyon G. Skinner, Department of Preventive Medicine, 680 North Lake Shore Drive, Suite 1102, Chicago, IL 60611. Phone: 312-503-4798; Fax: 312-908-9588. E-mail: hskinner{at}northwestern.edu.
| Abstract |
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-hydroxylase, which converts circulating 25-hydroxyvitamin D to active 1,25-dihydroxyvitamin D. We examined associations between dietary intake of vitamin D, calcium, and retinol and subsequent risk for pancreatic cancer. We conducted prospective studies in cohorts of 46,771 men ages 40 to 75 years as of 1986 (the Health Professionals Follow-up Study), and 75,427 women ages 38 to 65 years as of 1984 (the Nurses' Health Study), documenting incident pancreatic cancer through the year 2000. Diet was ascertained by semiquantitative food-frequency questionnaire. We identified 365 incident cases of pancreatic cancer over 16 years of follow-up. Compared with participants in the lowest category of total vitamin D intake (<150 IU/d), pooled multivariate relative risks for pancreatic cancer were 0.78 [95% confidence interval (95% CI), 0.59-1.01] for 150 to 299 IU/d, 0.57 (95% CI, 0.40-0.83) for 300 to 449 IU/d, 0.56 (95% CI, 0.36-0.87) for 450 to 599 IU/d, and 0.59 (95% CI, 0.40-0.88) for
600 IU/d (Ptrend = 0.01). These associations may be stronger in men than women. After adjusting for vitamin D intake, calcium and retinol intakes were not associated with pancreatic cancer risk. In two U.S. cohorts, higher intakes of vitamin D were associated with lower risks for pancreatic cancer. Our results point to a potential role for vitamin D in the pathogenesis and prevention of pancreatic cancer. (Cancer Epidemiol Biomarkers Prev 2006;15(9):168895) | Introduction |
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Ecologic studies suggest that areas with greater sunlight exposure have lower incidence and mortality rates for colon, breast, and prostate cancer, leading investigators to posit a role for vitamin D in cancer prevention by virtue of the greater potential for vitamin D creation in skin by UV irradiation in areas of greater sunlight (2-8). Laboratory studies show 1,25 dihydroxyvitamin D3 (calcitriol) receptor expression in pancreatic cancer cell lines; others report that calcitriol and analogues inhibit pancreatic cancer cell proliferation, induce differentiation, and promote apoptosis (9-11). However, investigation of the influence of vitamin D intake on the risk for pancreatic cancer is limited to a single prospective study conducted in Finland among male smokers (12).
Although the capacity of skin to produce vitamin D when exposed to solar UV light (UVB) is large, an individual's total UVB exposure may depend on several factors, including latitude, season of the year (13), local atmosphere (14), manner of dress, and time spent outdoors (15). Moreover, the endogenous capacity for cutaneous production of vitamin D diminishes with age and is inhibited by the presence of melanin (15, 16). Therefore, when cutaneous production of vitamin D is limited or absent, the intake of vitamin D in the diet or through supplements is critical for avoiding vitamin D deficiency (17, 18). Naturally occurring dietary sources of vitamin D include eggs, liver, and fatty fish, but the dominant sources of dietary vitamin D in the United States are fortified dairy products and breakfast cereal. Although many individuals take supplemental vitamin D, most multivitamins also contain retinol, an antagonist of actions of vitamin D on mineral homeostasis and bone function, possibly acting through competition for the retinoid X receptor (19).
We hypothesized that higher intakes of vitamin D from food or supplements might lead to a reduced risk for pancreatic cancer. We therefore examined the association of intakes of vitamin D, calcium, and retinol with risk for pancreatic cancer in two large prospective cohort studies. In both cohorts, diet was measured before pancreatic cancer detection, thus avoiding the potential biases that might occur when obtaining such information from pancreatic cancer patients or their relatives.
| Materials and Methods |
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Dietary Assessment
Baseline diet was assessed in 1984 in the NHS and 1986 in the HPFS using a 131-item semiquantitative food-frequency questionnaire, described in detail elsewhere (21, 22). Participants were presented with a list of foods, each with a commonly used portion or serving size, and asked how often, on average, they had consumed the specified amount of each food in nine categories of frequency. The questionnaire included information on the brand of multivitamin typically used as well as the brand and type of breakfast cereal used. Participants currently using multivitamins were asked to state how many years they had been taking supplements. Nutrient intakes were computed as the product of consumption frequency for each unit of every food and the nutrient content of the portion. Values for nutrient contents in foods were obtained from the Harvard University Food Composition Database, derived from U.S. Department of Agriculture sources (23). All nutrient values were adjusted for total energy intake by the residuals method (24). All analyses presented use baseline diet as the exposure of interest. Analyses repeated using diet information updated every 4 years (recent) indicated that baseline (distant) diet is temporally suitable for pancreatic cancer.
The validity of the nutrient consumption measured by the food-frequency questionnaires was assessed by comparison to 1-week diet records. In a sample of 150 Boston area women, nutrient compositions derived from the 1984 questionnaire were compared with those from the mean of four 1-week diet records administered in 1980. The Pearson correlation coefficient for energy-adjusted calcium intake was r = 0.56 (25). Likewise, a subsample of 127 Boston area HPFS cohort participants completed two detailed 1-week diet records. The Pearson correlation coefficients comparing nutrient compositions from questionnaires to diet records were r = 0.53 for total energy-adjusted calcium and 0.68 for total energy-adjusted retinol (25, 26). Finally, in a subsample of 57 men and 82 women, plasma 25-hydroxy vitamin D levels (measured in late winter or early spring) were compared with the total energy-adjusted vitamin D intake computed from food-frequency questionnaires. The (age, sex, energy) adjusted mean concentrations of plasma vitamin D for increasing quartiles of reported vitamin D intake were 63, 79, 76, and 93 nmol/L (P < 0.001) with an adjusted Pearson product-moment correlation of 0.35 (P < 0.01; ref. 27).
Smoking History and Other Risk Factors
Smoking status and history of smoking were obtained at baseline and in all subsequent questionnaires in both cohorts. Participants were asked about history of diabetes at baseline and in all subsequent questionnaires. Height and weight were assessed at baseline and weight was updated in all subsequent questionnaires. In 1986, the questionnaires mailed to the two cohorts included a section assessing physical activity. The reliability and validity of physical activity assessment in these two cohorts was previously reported (28, 29).
Pancreatic Cancer Case and Death Ascertainment
Participants in both cohorts were asked to report specific medical conditions, including cancers diagnosed in the 2-year period before each questionnaire. Whenever a participant (or next of kin for decedents) reported a diagnosis of pancreatic cancer, we requested permission to obtain related medical records including pathology reports. If permission to obtain records was denied, we attempted to confirm self-reported cancer with an additional letter or telephone call to the participant. If the primary cause of death listed on a death certificate was an unreported pancreatic cancer, we contacted a family member (subject to state regulations) to request permission to retrieve medical records or confirm the diagnosis. Most deaths in these cohorts were reported by family members or by the postal service in response to follow-up questionnaires. Additionally, we conducted searches of the National Death Index for nonrespondents, yielding a sensitivity of 98% for identifying decedents (30). We obtained pathology reports confirming diagnoses of pancreatic cancer for >90% of cases. To ensure complete information, we recontacted hospitals if details about cytohistology of pancreatic tumors were missing from the medical record. For remaining cases, we obtained confirmation of self-reported cancer from a secondary source (e.g., death certificate, physician, or family member). All associations were initially examined both including and excluding cases with missing records. Because no material differences were observed between these two types of cases, we included those cases without medical records in the final analyses. Following exclusion of participants with prior cancers or missing dietary information, 178 incident pancreatic cancer cases were diagnosed between 1984 and 2000 among women (NHS) and 187 cases were diagnosed between 1986 and 2000 among men (HPFS).
Statistical Methods
We computed person-time of follow-up for each participant from the return date of the baseline questionnaire to the date of pancreatic cancer diagnosis, death from any cause, or the end of follow-up, whichever came first. Incidence rates of pancreatic cancer were computed by dividing the number of incident cases by the number of person-years in each category of exposure. We computed the relative risk (RR) for each upper exposure category by dividing the incidence rate in that category by the rate in the lowest category.
RRs adjusted for potential confounders were estimated using Cox proportional hazards regression (31). SAS/STAT PROC PHREG software was used for proportional hazards regression analysis (SAS Institute, Inc., Cary, NC) and the Anderson-Gill data structure was used to adjust for time-varying covariates (32). A new data record is created for every questionnaire cycle in which a participant was at risk, with covariates set to values reported when the questionnaire was returned. To control for confounding by age and calendar time, and two-way interactions between these time scales, we stratified analyses jointly by age in 1-year categories at start of follow-up and calendar year of the current questionnaire cycle.
Because the distributions of nutrient intakes differ between the two cohorts, and to provide comparability of the primary exposure variables when pooling the cohorts, and based on previous analyses in these cohorts, we divided total vitamin D intake into categories of even 150 IU intervals. Likewise, vitamin D from foods alone, a narrower range of intake, was divided into 100 IU intervals. Height was categorized into quintiles. Cigarette smoking status was categorized as current, former, or never smokers and updated biennially, and we additionally investigated the main associations adjusted by categories of the number of cigarettes smoked per day among current smokers (0, 1-14, 15-34 and 35+ cigarettes/d). We controlled for the presence or absence of a history of diabetes in multivariable models, updating biennially (33, 34). Based on previous analyses in these cohorts (35), participants were categorized into five groups of baseline body mass index using whole number cutpoints, including widely used definitions of overweight and obese (33, 36). Body mass index was not updated in the analysis because pancreatic cancer is frequently associated with profound weight loss and previous findings in these cohorts showed the strongest associations for baseline body mass index (35). Detailed information on physical activity was first assessed in detail in 1986 in both cohorts. Based on previous analyses in these cohorts, total vigorous and nonvigorous activity was divided into categories of metabolic equivalent tasks (35).
We assessed confounding by physical activity, glycemic load, and glycemic index but excluded them from the final multivariable models because they were not confounders in these analyses. We present multivariate models adjusted for age and the covariates previously identified to have the strongest associations with pancreatic cancer in these cohorts: body mass index, height, cigarette smoking, and diabetes. Because solar UV light exposure is strongly influenced by latitude, we controlled for region of residence in categories based on the state of residence: north (Alaska, Washington, Oregon, Montana, Idaho, North Dakota, South Dakota, Minnesota, Iowa, Wisconsin, Illinois, Michigan, Indiana, Ohio, Pennsylvania, New York, New Jersey, Connecticut, Rhode Island, Massachusetts, Vermont, New Hampshire, and Maine) and south (California, Nevada, Utah, Arizona, Wyoming, Colorado, New Mexico, Nebraska, Kansas, Oklahoma, Texas, Missouri, Arkansas, Louisiana, Mississippi, Kentucky, Tennessee, Alabama, Florida, Georgia, South Carolina, North Carolina, West Virginia, Virginia, Maryland, Delaware, and Hawaii), divided approximately by a latitude of 39° north. Finally, we included multivitamin supplement use in our models, and additionally investigated the intakes of calcium and retinol as potential confounders in the relation between vitamin D intake and pancreatic cancer.
Statistical interaction was assessed by Wald's tests of cross-product terms, and likelihood ratio tests comparing full models, including interaction terms with reduced models without interaction terms. Tests for linear trend were done using the median value of the independent variable for each category as a continuous variable. We pooled results from the two cohorts using a random-effects model for the log of the RRs (37). A test for heterogeneity using the Q-statistic was done for each reported pooled relative hazard (37). The proportionality of hazards was tested by likelihood ratio tests comparing models saturated with age-by-variable interactions to models without interaction terms. The models presented all satisfy the proportionality of hazards assumption. All statistical procedures were done using SAS version 8.2 (SAS Institute). All P values are based on two-sided tests. The Human Research Committee at the Brigham and Women's Hospital approved the NHS, and the Harvard School of Public Health Human Subjects Committee approved the HPFS.
| Results |
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300 IU/d of vitamin D from foods was associated with a RR of 0.67 (95% CI, 0.41-1.09; Ptrend = 0.09).
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600 to <150 IU/d of vitamin D; Fig. 1
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8,000 IU/d) to lowest (<2,000 IU/d) categories of total retinol intake was 0.90 (95% CI, 0.58-1.38; Ptrend = 0.43). In contrast, an inverse association between total vitamin D consumption and pancreatic cancer risk persisted after adjusting for retinol intake from both food and supplements (multivariate RR, 0.58; 95% CI, 0.36-0.92, comparing
600 to <150 IU/d of vitamin D).
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We examined individual food items that contribute significant vitamin D to the diets of these two cohorts. Skim milk contributed
19% of the dietary vitamin D in both cohorts, whereas dark fish (salmon, mackerel, sardines, etc.) provided 14% of the total vitamin D in men and
8% in women. We observed modest, although nonsignificant, inverse associations between consumption of these foods, alone and in combination, and the risk for pancreatic cancer. Among both cohorts combined, compared with participants who never consumed skim milk, those who drank more than one 8-oz serving of skim milk per day had a multivariate RR for pancreatic cancer of 0.83 (95% CI, 0.63-1.10). Likewise, compared with those who reported never eating dark fish, those who consumed a 3 to 5 oz serving of dark fish more than once per week had a RR for pancreatic cancer of 0.78 (95% CI, 0.55-1.11). Other dietary vitamin D contributing foods were not significantly associated with the risk for pancreatic cancer. For example, RRs for cold cereal and eggs were 0.95 and 0.87, comparing those in the highest category of intake to those who reported never consuming these foods.
| Discussion |
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Few studies have examined the association between vitamin D and pancreatic cancer in humans. In a case-control study exploring the intake of several nutrients in relation to pancreatic cancer, nested in a cohort of male Finnish smokers, no association was observed between vitamin D intake and pancreatic cancer (12). In particular, the median reported intake of vitamin D for both cases and controls was 4.9 µg/d (l96 IU/d), about half of the U.S. defined adequate intake for vitamin D intake (400 IU or 10 µg for those ages 50-70 years). Direct comparison with our results is complicated by the ubiquitous cigarette smoking in the Finnish men, the relatively limited range of reported intake (interquartile range 3.5-6.4 µg/d), and the difference in variables selected for adjustments. Finally, an international ecological study identified an association between latitude and pancreatic cancer incidence rates (38, 39), but no results using individual-level exposure to UVB have been published.
Experimental evidence suggests that vitamin D could reduce the risk for pancreatic cancer through regulation of cellular proliferation and differentiation (9, 10, 40). Normal and malignant pancreatic tissues express high levels of vitamin D 1-
-hydroxylase, which converts circulating 25-hydroxyvitamin D to active 1,25-dihydroxyvitamin D (40). Laboratory studies point to potent antiproliferative and differentiating effects of an analogue of 1,25(OH)2D3 with reduced calcemic activity, EB1089, on pancreatic cancer cell lines (10, 11, 41) and in xenografted tumor cells (41).
Our study benefits from its prospective design, the availability of detailed data on many potential confounders, a high follow-up response rate, and the incorporation of data from two completely separate, large cohorts. The prospective design precludes recall bias and the need for next-of-kin respondents to assess exposure, a particular concern when studying a rapidly fatal illness. The high follow-up response rates make it unlikely that cases of pancreatic cancer among participants went undetected. Moreover, although both cohorts are large and provide considerable power for statistical analyses, pancreatic cancer is a relatively rare malignancy, and exposure categories may contain sparse numbers of cases when stratified to assess interactions.
A potential limitation of our study is that dietary intake of vitamin D may not reflect internal vitamin D status because it does not account for the cutaneous production of vitamin D. Moreover, misclassification of vitamin D intake by the semiquantitative food-frequency questionnaire is a potential concern. However, any such errors in the measurement of nutrient intake are likely to be nondifferential by disease status, and would therefore have attenuated rather than exaggerated a true association. In a validation study of dietary assessment by the semiquantitative food-frequency questionnaire compared with biochemical indicators of micronutrient status, we observed a 50% higher concentration of plasma 25-hydroxyvitamin D when comparing the highest to lowest quartiles of intake (27). Moreover, based on two substudies in this cohort, one a nested case-control study of prostate cancer and another study to examine racial differences and reproducibility over time. Among 393 men who provided a blood sample in the winter or spring months when vitamin D tends to be lowest, the prevalence of vitamin D deficiency (<37.5 nmol/L) decreased with increasing vitamin D intake (<150 IU/d, 50% deficient; 150-299 IU/d, 21%; 300-449 IU/d, 15%; and >450 IU/d, 14%). Therefore, among men with relatively low vitamin D intakes, the prevalence of vitamin D deficiency is high in the winter and spring months. Thus, although intake alone at current levels may not yield very high levels of vitamin D in circulation, it is an important factor in preventing vitamin D deficiency in winter months, as shown in other studies (16-18, 42). Finally, because we do not have detailed information about sun exposure for participants in either cohort, we used state of residence divided by geographic latitude as a limited proxy for potential solar UVB exposure.
We cannot exclude the possibility that vitamin D may be acting as a surrogate for some other, as yet unknown, factor that is associated with the risk for pancreatic cancer. However, in our multivariable analyses, we controlled for factors previously associated with pancreatic cancer, as well as other potential confounders, including multivitamin supplement use and calcium and retinol intake. Adjusting for multivitamin supplement use strengthened the association between total vitamin D intake and the risk for pancreatic cancer, particularly at the highest levels of intake. We have previously reported a modest positive association between multivitamin supplement use and the risk of pancreatic cancer (43), and this raised the possibility that some factor in multivitamin supplements other than vitamin D, potentially retinol, antagonizes a protective effect of vitamin D, or plays an independent role in increasing the risk for pancreatic cancer. Moreover, when excluding multivitamin supplement users, we continued to observe an inverse relation between vitamin D from food sources and the risk for pancreatic cancer. The observed inverse associations between vitamin D intake and pancreatic cancer risk were nominally stronger in the cohort of men than in the cohort of women, possibly related to the higher proportion of cigarette smokers and higher concentration of residence at northern latitudes among women in the Nurses Health Study. Finally, stratifying our analyses by a number of factors, including region of residence, cigarette smoking status, and body mass index to assess potential effect modification, yielded no significant interactions.
In summary, we observed that a higher intake of vitamin D was associated with a decreased risk for pancreatic cancer in two large U.S. cohorts. To our knowledge, this is the first epidemiologic report of an association between vitamin D intake and the risk for pancreatic cancer. In concert with laboratory demonstrations of antitumor effects of vitamin D, our results point to a potential role for the vitamin D pathway in the prevention and pathogenesis of pancreatic cancer. Considering the paucity of epidemiologic data on this malignancy, additional study of vitamin D and pancreatic cancer is warranted.
| Acknowledgments |
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| Footnotes |
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The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.
Received 3/20/06; revised 6/ 1/06; accepted 7/ 6/06.
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-hydroxylase and their proliferation is inhibited by the prohormone 25-hydroxyvitamin D3. Carcinogenesis 2004;25:101526.This article has been cited by other articles:
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I. Cantor Shedding Light on Vitamin D and Integrative Oncology Integr Cancer Ther, June 1, 2008; 7(2): 81 - 89. [Abstract] [PDF] |
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A. E Millen and L. M Bodnar Vitamin D assessment in population-based studies: a review of the issues Am. J. Clinical Nutrition, April 1, 2008; 87(4): 1102S - 1105S. [Abstract] [Full Text] [PDF] |
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K H Costenbader, D Feskanich, M Holmes, E W Karlson, and E Benito-Garcia Vitamin D intake and risks of systemic lupus erythematosus and rheumatoid arthritis in women Ann Rheum Dis, April 1, 2008; 67(4): 530 - 535. [Abstract] [Full Text] [PDF] |
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R. E Brand, M. M Lerch, W. S Rubinstein, J. P Neoptolemos, D. C Whitcomb, R. H Hruban, T. A Brentnall, H. T Lynch, M. I Canto, and Participants of the Fourth International Symposium Advances in counselling and surveillance of patients at risk for pancreatic cancer Gut, October 1, 2007; 56(10): 1460 - 1469. [Abstract] [Full Text] [PDF] |
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G. E. Mullin and A. Dobs Vitamin D and Its Role in Cancer and Immunity: A Prescription for Sunlight Nutr Clin Pract, June 1, 2007; 22(3): 305 - 322. [Abstract] [Full Text] [PDF] |
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B. N. Ames Low micronutrient intake may accelerate the degenerative diseases of aging through allocation of scarce micronutrients by triage PNAS, November 21, 2006; 103(47): 17589 - 17594. [Abstract] [Full Text] [PDF] |
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