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ORIGINAL RESEARCH COMMUNICATION |
1 From the Departments of Nutrition (TLH, MJS, WCW, and FBH) and Epidemiology (JEM, MJS, SL, WCW, and FBH), Harvard School of Public Health; the Channing Laboratory (JEM, MJS, WCW, and FBH); and the Division of Preventive Medicine (JEM and SL), Department of Medicine, Harvard Medical School and Brigham and Women's Hospital, Boston, MA
2 Supported by grants from the National Institutes of Health (CA87969 and DK58845).
3 Address reprint requests to TL Halton, Department of Nutrition, Harvard School of Public Health, 665 Huntington Avenue, Boston, MA 02215. E-mail: thalton{at}hsph.harvard.edu
| ABSTRACT |
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Objective: The objective was to examine prospectively the relation between potato consumption and the risk of type 2 diabetes.
Design: We conducted a prospective study of 84 555 women in the Nurses' Health Study. At baseline, the women were aged 3459 y, had no history of chronic disease, and completed a validated food-frequency questionnaire. The participants were followed for 20 y with repeated assessment of diet.
Results: We documented 4496 new cases of type 2 diabetes. Potato and french fry consumption were both positively associated with risk of type 2 diabetes after adjustment for age and dietary and nondietary factors. The multivariate relative risk (RR) in a comparison between the highest and the lowest quintile of potato intake was 1.14 (95% CI: 1.02, 1.26; P for trend = 0.009). The multivariate RR in a comparison between the highest and the lowest quintile of french fry intake was 1.21 (95% CI: 1.09, 1.33; P for trend < 0.0001). The RR of type 2 diabetes was 1.18 (95% CI: 1.03, 1.35) for 1 daily serving of potatoes and 1.16 (95% CI: 1.05, 1.29) for 2 weekly servings of french fries. The RR of type 2 diabetes for substituting 1 serving potatoes/d for 1 serving whole grains/d was 1.30 (95% CI: 1.08, 1.57). The association between potato consumption and risk of type 2 diabetes was more pronounced in obese women.
Conclusions: Our findings suggest a modest positive association between the consumption of potatoes and the risk of type 2 diabetes in women. This association was more pronounced when potatoes were substituted for whole grains.
Key Words: Potato french fry type 2 diabetes glycemic load glycemic index Nurses' Health Study women
| INTRODUCTION |
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The GI of a carbohydrate is a measure of how much that food raises blood glucose compared with a standard carbohydrate, usually glucose or white bread (6). Potatoes and potato products are widely consumed in the United States, with a per capita consumption of 61.2 kg (135 pounds) in 2002 (7). White potatoes have both a high GI and a high glycemic load, which takes into account the amount of carbohydrate in addition to its GI (8). Several studies have shown a positive association between a high glycemic diet and the risk of type 2 diabetes (9-11), whereas others with less comprehensive dietary data have not observed this association (12, 13). In the present study, we examined prospectively the association between the consumption of potato products and the incidence of type 2 diabetes in women from the Nurses' Health Study. Because a person's response to a given carbohydrate load may be influenced by underlying insulin resistance, which is common in those with higher body mass indexes (BMIs; in kg/m2) and lower levels of physical activity (14, 15), we examined the association between potato products and the risk of type 2 diabetes by stratifying on these factors. We also compared consumption of potatoes with whole grains, which are related to a lower risk of type 2 diabetes and are encouraged by the 2005 Dietary Guidelines, and to refined starches, which are limited by the new guidelines.
| SUBJECTS AND METHODS |
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For this investigation, we excluded all women at baseline who left
10 food items blank or had implausibly high (>3500 kcal) or low (<500 kcal) energy intakes on the semiquantitative FFQ. We also excluded women with a history of diabetes, cancer (not including nonmelanoma skin cancer), or cardiovascular disease at baseline because these diseases can cause alterations in diets. After these exclusions, 84 555 women remained in this investigation. The participants were followed for 20 y (19802000). The study was conducted according to the ethical guidelines of Brigham and Women's Hospital, Boston, MA.
Dietary assessment
At baseline, the semiquantitative FFQ contained 61 food items and was revised in subsequent cycles to include about twice that number (16, 17). The study participants reported the average frequency of consumption of foods with a commonly used portion size throughout the previous year. The validity and reproducibility of the questionnaire are documented elsewhere (17).
We asked each participant how often, on average, they had consumed potatoes [serving size: 1 baked or 237 mL (1 cup) mashed potato] in the previous year. We also asked how often each participant had consumed french fried potatoes during the previous year [serving size: 113 g (4 ounces)]. The possible responses ranged from never or <1/mo to
6 times/d. When corrected for week-to-week variations in diet records that were used to assess validity, the correlation between the 1980 FFQ and the diet records was 0.66 for potatoes and 0.60 for french fries (18).
Other nutrient values such as trans fat, saturated fat, polyunsaturated fat, and cereal fiber were computed by multiplying the frequency of consumption of each food by the nutrient content of the portion and then adding these products across each food item. All food composition values were obtained from the Harvard University Food Composition Database, which was derived from USDA sources (19). This database was further supplemented with the manufacturer's information.
Measurement of nondietary factors
In 1982 and 1988, the women provided information about family history of diabetes in first-degree relatives. The participants also provided information on the use of postmenopausal hormones, smoking status, and body weight every 2 y throughout the follow-up. The correlation coefficient between self-reported body weight and measured weight was 0.96 (20).
The participants reported specific physical activities in hours per week in 1980, 1982, 1986, 1988, 1992, 1996, and 1998. From each questionnaire we calculated the average number of hours per week spent in moderate or vigorous activity, including brisk walking, vigorous sports, jogging, cycling, heavy gardening, and housework.
Outcome ascertainment
The outcome of the present study was incident type 2 diabetes mellitus. If a participant reported a diagnosis of diabetes on any of the 2-y follow-up questionnaires, a supplementary questionnaire about symptoms, diagnostic testing, and treatment was mailed. A diagnosis of type 2 diabetes was defined by at least one of the following criteria reported on the supplemental questionnaire: 1)
1 classic symptoms (excessive thirst, polyuria, hunger, or weight loss) plus a fasting plasma glucose concentration of
140 mg/dL (7.8 mmol/L) or a random plasma glucose concentration of
200 mg/dL (11.1 mmol/L); 2)
2 elevated plasma glucose concentrations on different occasions [fasting:
140 mg/dL (7.8 mmol/L), random
200 mg/dL (11.1 mmol/L)] or random
200 mg/dL (11.1 mmol/L) after
2 h oral-glucose-tolerance testing, in the absence of symptoms; or 3) treatment with hypoglycemic medications (insulin or oral hypoglycemic agents). These criteria correspond to those of the National Diabetes Data Group (21) because most cases were diagnosed before 1997. We excluded women classified as having only gestational diabetes as well as those with type 1 diabetes. In the Nurses' Health Study, the supplemental questionnaire was highly reliable in obtaining confirmation of a diabetes diagnosis. In a random sample of 84 women classified as having type 2 diabetes according to the supplemental questionnaire, medical records were available for 62 of them. An endocrinologist who was blinded to the supplemental questionnaire data reviewed the records and confirmed the diagnosis of type 2 diabetes in 61 of the 62 (98%) women (22).
Statistical analysis
Each participant contributed follow-up time from the date of returning the 1980 baseline questionnaire to the date of diagnosis of type 2 diabetes, 1 June 2000, or death. Women were excluded from additional follow-up once they were diagnosed with diabetes. We divided the participants into 5 categories (quintiles) according to the frequency of potato consumption. To represent long-term intake and to reduce measurement error, the cumulative frequency of consumption was calculated (23). For example, potato intake from the 1980 questionnaire was related to diabetes incidence between 1980 and 1984, and potato intake from the average of the 1980 and 1984 questionnaires was related to diabetes incidence between 1984 and 1986. We also created quintiles of cumulative french fry consumption. Incidence rates for type 2 diabetes were calculated by dividing cases by the person-years of follow-up for each quintile of potato intake. Relative risks (RRs) of type 2 diabetes were calculated by dividing the rate of occurrence of diabetes in each quintile by the rate in the first (lowest) quintile. We used Cox proportional hazards models (24) to adjust for potentially confounding variables, which included BMI, family history of diabetes, smoking, postmenopausal hormone use, and physical activity. We additionally adjusted for dietary variables, including trans fat, the ratio of polyunsaturated fat to saturated fat, cereal fiber, and total calories. We also considered potatoes and whole grains as continuous variables in the same model. The difference in the coefficients from this multivariate model was used to estimate the RR and 95% CI for substituting 1 serving potatoes/d for 1 serving whole grains and refined grains/d.
All P values were two-sided. Tests for trend were examined by using the median value for each category of potato consumption, which was analyzed as a continuous variable in the regression models. All statistical analyses were performed with SAS version 8.2 software (SAS Institute, Cary, NC).
| RESULTS |
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± SD: 0.32 ± 0.23 servings potatoes/d for potato and 0.07 ± 0.08 servings french fries/d). This amount of consumption is similar to that of the general US population during the years 19802000 (25). The women who consumed more potatoes tended to have a higher dietary glycemic load and higher intakes of red meat, refined grain, and total calories. They were also less likely to take postmenopausal hormone therapy. Family history of diabetes, trans fat intake, BMI, and physical activity were not significantly different across quintiles (Table 1
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In additional analyses that used potato consumption as a continuous variable, the multivariate RR of type 2 diabetes for consuming 1 serving potatoes/d [237 mL (1 cup) mashed or 1 baked] was 1.18 (95% CI: 1.03, 1.35) (Table 2
). The multivariate RR for 2 [113 g (4 oz)] servings french fries/wk was 1.16 (95% CI: 1.05, 1.29) (Table 2
). Furthermore, the RR of substituting 1 serving potatoes/d for 1 serving whole grains/d was 1.30 (95% CI: 1.08, 1.57). The RR of substituting 1 serving potatoes/d for 1 serving refined grains/d was 1.22 (95% CI: 1.01, 1.47).
In stratified analyses, the association between potato consumption and diabetes was statistically significant in obese women but not in nonobese women (P for interaction = 0.01) (Table 3
). This was not observed for french fry consumption. No significant interaction was observed between the consumption of potatoes or french fries and physical activity or family history of type 2 diabetes.
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To examine whether the associations between potatoes and french fry intake were mediated through a higher glycemic load, we added glycemic load to the multivariate models. After adjustment for glycemic load, the RRs in a comparison of extreme quintiles were 1.06 (95% CI: 0.95, 1.18; P for trend = 0.24) for potatoes and 1.15 (95% CI: 1.04, 1.27; P for trend = 0.005) for french fries.
| DISCUSSION |
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French fries are usually composed of white potatoes and partially hydrogenated oils containing trans fat. In our cohort, trans fat was positively associated with an increased risk of type 2 diabetes (26). This may partially explain why french fries had a stronger association with type 2 diabetes than did potatoes. However, adjustment for trans fat did not eliminate the association with french fries.
The 20-y follow-up with updated dietary data and large sample size provided adequate power for the present study. Bias was minimized by the prospective design and the high follow-up rate. Some misclassification of intakes of potatoes and french fries existed because diet was assessed by self-report. However, this misclassification would tend to bias the results toward the null and therefore would not likely account for these results. Measurement error in assessing long-term diet was reduced in the present analyses by using the average of all available measurements of diet up to the start of each 2-y follow-up interval (27, 28).
Although we assessed and adjusted for a variety of potential confounding variables, we cannot rule out the possibility of residual confounding, especially because the observed association between potatoes and the risk of type 2 diabetes was modest in the present study. This population consisted of mostly white women with some college education. Although this homogeneity increases the internal validity of the study by reducing confounding by factors that are difficult to measure, the association between potatoes and the risk of type 2 diabetes in women of other racial and educational backgrounds should also be evaluated. Precooking potatoes and eating them cold days later may significantly reduce the GI (29). Although we did not assess cooking methods in the FFQ, we believe most of the potatoes consumed in our cohort were eaten hot shortly after preparation.
The high glycemic load of potato products is a likely mechanism by which they may increase the risk of type 2 diabetes. In our analyses, adjustment for glycemic load attenuated the associations between potatoes and diabetes risk, which suggests that most or all of the association was mediated through the high glycemic load. However, a significant association persisted for french fries after adjustment for glycemic load, which probably suggests that other components, including trans fat, also contribute to the adverse effects of french fries. Several prospective studies have supported a positive association between a high GI or glycemic load diet and the risk of type 2 diabetes. Salmeron et al (9, 10) conducted 2 prospective cohort investigations about GI and type 2 diabetes. In the Nurses' Health Study, the women in the highest quintile of GI had a RR of type 2 diabetes of 1.37 (95% CI: 1.09, 1.71) compared with those in the lowest quintile. The glycemic load was also positively associated with risk (1.47; 95% CI: 1.16, 1.86) (9), which was confirmed in an extended follow-up of this population (30). In the all-male Health Professionals Follow-up cohort, the GI was positively associated with the risk of type 2 diabetes. Men in the highest quintile had a RR of 1.37 (95% CI: 1.02, 1.83) compared with men in the lowest quintile (10). Furthermore, in the younger Nurses' Health II cohort, GI was significantly associated with an increased risk of type 2 diabetes, with an RR of 1.59 (95% CI: 1.21, 2.10) in a comparison of the fifth quintile with the first quintile (11).
In contrast, Meyer et al (13) reported no association between GI and the risk of type 2 diabetes in the Iowa Women's Health Study. However, only baseline nutritional data were available for the 6-y follow-up, and the validity of self-reported diabetes was only moderate (64%). These factors may have lead to an underestimation of the association. Stevens et al (12) observed no association between GI or glycemic load and the incidence of type 2 diabetes in a 9-y cohort study of 12 251 adults. However, after adjustment for cereal fiber, the association between glycemic load and type 2 diabetes became borderline significant in whites (P = 0.07). The use of a single baseline 66-item FFQ may have attenuated the results. When we used only baseline data in our cohort, the RR for potatoes was attenuated to 1.10 (95% CI: 0.99, 1.22; P for trend = 0.23).
Few studies have examined the relation between the consumption of potatoes or french fries and the risk of type 2 diabetes. In a recent 8.8-y prospective investigation in the Women's Health Study, Liu et al (31) found a small and nonsignificant positive association between potato intake and the risk of type 2 diabetes (n = 1353 cases) in overweight women (RR in a comparison of the highest with the lowest quintiles = 1.14; 95% CI: 0 0.95, 1.36: P for trend = 0.12).
Several mechanisms have been proposed to explain how high glycemic carbohydrates may increase the risk of type 2 diabetes. Most stem from the greater increase in blood glucose and insulin concentrations with high glycemic carbohydrates in comparison to lower glycemic carbohydrates. High glucose concentrations may cause oxidative stress to pancreatic ß cells or glycosylation of proteins and key enzymes responsible for metabolic processes (32). This may lead to ß-cell dysfunction and ultimately to type 2 diabetes. This would be manifested as ß-cell exhaustion (14, 15, 33), when production of insulin can no longer meet the demand. A recent investigation in rats showed a severely disorganized architecture and extensive fibrosis of pancreatic islets after 18 wk on a high glycemic diet (34).
Another potential mechanism is that of lipotoxicity (32, 35-39). Four to 6 h after consumption of a high glycemic carbohydrate, low concentrations of metabolic fuels trigger a counterregulatory hormone response that attempts to restore euglycemia by stimulating glycogenolytic and gluconeogenic pathways and elevating free fatty acid concentrations (35). This elevation in free fatty acids may increase insulin resistance by decreasing insulin-stimulated glucose uptake (36, 37).
The importance of the GI when carbohydrates are consumed as part of a mixed meal has been controversial. One investigation reported that when carbohydrates were consumed with fat and protein, the GI was no longer a significant predictor of blood glucose concentrations (40). However, a larger number of published reports have shown that the GI remains discriminating even in mixed meals (41-48). Therefore, the weight of evidence suggests that even when incorporated into a mixed meal, the GI of carbohydrate remains a significant predictor of blood glucose, although this effect may be somewhat attenuated. Even though the GI of the potatoes in a mixed meal is reduced, this would not affect the relative ranking of GIs between different persons. Also, control for dietary fat and protein did not substantially change our results.
White potatoes and french fries are large components of a "Western pattern" diet. This dietary pattern is characterized by a high consumption of red meat, refined grains, processed meat, high-fat dairy products, desserts, high-sugar drinks, and eggs, as well as french fries and potatoes. A Western pattern diet previously predicted a risk of type 2 diabetes (49). Thus, we cannot completely separate the effects of potatoes and french fries from the effects of the overall Western dietary pattern.
In conclusion, a higher consumption of potatoes and french fries was associated with a modestly increased risk of type 2 diabetes in this large cohort of women. These data support a potential benefit from limiting the consumption of these foods in reducing the risk of type 2 diabetes. Substitution of these sources of carbohydrate with lower glycemic, high-fiber forms of carbohydrates such as whole grains should be encouraged.
| ACKNOWLEDGMENTS |
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TLH designed the study, analyzed the data, and wrote the manuscript. WCW, SL, JEM, and MJS designed the study and performed a critical review of the manuscript. FBH secured funding, designed the study, analyzed the data, and wrote the manuscript. None of authors had a financial or personal interest in any organizations sponsoring the research reported in this article.
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