| Literature DB >> 18390796 |
Lydia A Bazzano1, Tricia Y Li, Kamudi J Joshipura, Frank B Hu.
Abstract
OBJECTIVE: The purpose of this study was to examine the association between fruit, vegetable, and fruit juice intake and development of type 2 diabetes. RESEARCH DESIGN AND METHODS: A total of 71,346 female nurses aged 38-63 years who were free of cardiovascular disease, cancer, and diabetes in 1984 were followed for 18 years, and dietary information was collected using a semiquantitative food frequency questionnaire every 4 years. Diagnosis of diabetes was self-reported.Entities:
Mesh:
Year: 2008 PMID: 18390796 PMCID: PMC2453647 DOI: 10.2337/dc08-0080
Source DB: PubMed Journal: Diabetes Care ISSN: 0149-5992 Impact factor: 19.112
Characteristics of the study population by quintile of total intake of fruit and vegetables in 1984
| Total intake of fruit and vegetables in 1984
| |||||
|---|---|---|---|---|---|
| Quintile 1 | Quintile 2 | Quintile 3 | Quintile 4 | Quintile 5 | |
| 14,573 | 14,408 | 14,337 | 14,118 | 13,910 | |
| Median intake fruits and vegetables (servings/day) | 2.1 | 3.2 | 4.2 | 5.3 | 7.5 |
| Median intake fruit (servings/day) | 0.5 | 0.9 | 1.2 | 1.7 | 2.5 |
| Median intake vegetables (servings/day) | 1.5 | 2.3 | 3.0 | 3.7 | 5.2 |
| Median intake fruit juices (servings/day) | 0.2 | 0.4 | 0.5 | 0.6 | 0.7 |
| Age (years) | 48.5 ± 7.1 | 49.4 ± 7.2 | 50.2 ± 7.1 | 50.8 ± 7.1 | 51.8 ± 7.0 |
| BMI (kg/m2) | 23.5 ± 7.1 | 23.6 ± 7.0 | 23.6 ± 6.9 | 23.7 ± 6.9 | 23.6 ± 7.0 |
| Alcohol (g) | 7.4 ± 12.7 | 7.2 ± 11.6 | 7.1 ± 11.0 | 6.9 ± 10.6 | 6.6 ± 10.5 |
| Physical activity (h/week) | 2.1 ± 2.0 | 2.2 ± 2.1 | 2.4 ± 2.1 | 2.5 ± 2.2 | 2.8 ± 2.3 |
| Current smoker (%) | 34 | 27 | 23 | 20 | 17 |
| Hypertension (%) | 19 | 20 | 19 | 20 | 21 |
| Hypercholesterolemia (%) | 7 | 7 | 7 | 8 | 8 |
| Current use of hormone replacement (%) | 22 | 23 | 24 | 26 | 26 |
| Premenopausal (%) | 47 | 47 | 47 | 46 | 45 |
| Family history of diabetes (%) | 25 | 25 | 25 | 25 | 26 |
| Dietary intake | |||||
| Total energy (kcal) | 1,457 ± 465 | 1,621 ± 474 | 1,744 ± 486 | 1,859 ± 501 | 2,061 ± 537 |
| Carbohydrate (g) | 176 ± 35 | 181 ± 31 | 184 ± 30 | 187 ± 29 | 195 ± 31 |
| Glycemic load (g) | 98 ± 22 | 98 ± 20 | 98 ± 19 | 99 ± 18 | 101 ± 19 |
| Protein (g) | 67 ± 13 | 69 ± 12 | 71 ± 12 | 73 ± 12 | 76 ± 14 |
| Polyunsaturated fat (g) | 11.7 ± 3.3 | 11.9 ± 3.1 | 11.9 ± 3.0 | 11.8 ± 3.0 | 11.6 ± 3.2 |
| Monounsaturated fat (g) | 24.0 ± 4.6 | 23.3 ± 4.1 | 22.7 ± 3.9 | 21.8 ± 3.8 | 20.3 ± 4.0 |
| Saturated fat (g) | 23.9 ± 5.0 | 23.0 ± 4.4 | 22.3 ± 4.2 | 21.5 ± 4.0 | 20.0 ± 4.2 |
| Trans-unsaturated fat (g) | 3.8 ± 1.2 | 3.6 ± 1.1 | 3.4 ± 1.0 | 3.2 ± 1.0 | 2.9 ± 0.9 |
| Cholesterol (mg) | 284 ± 108 | 286 ± 94 | 287 ± 90 | 287 ± 90 | 281 ± 95 |
| Fiber (g) | 12.1 ± 3.2 | 14.4 ± 3.1 | 16.0 ± 3.3 | 17.8 ± 3.6 | 21.3 ± 4.9 |
Data are % categorical or means ± SD of continuous population characteristics adjusted for total energy intake unless otherwise indicated. Total n = 71,346 women.
Neither fruits nor fruit and vegetables include fruit juices.
Age and multivariate-adjusted HRs (95% CI) for incident type 2 diabetes according to quintile of cumulative averaged intake of fruit and vegetables
| Cumulative averaged intake of fruit and vegetables
| 3 servings/day and 1 serving/day increase in intake | Median intake (quintile 1, 5) servings/day | ||||||
|---|---|---|---|---|---|---|---|---|
| Quintile 1 | Quintile 2 | Quintile 3 | Quintile 4 | Quintile 5 | ||||
| Vegetables | ||||||||
| | 845 | 877 | 930 | 976 | 901 | |||
| Person-years | 233,945 | 247,049 | 249,343 | 246,076 | 227,581 | |||
| Age-adjusted | 1.00 | 0.96 (0.88–1.06) | 1.00 (0.91–1.10) | 1.05 (0.96–1.15) | 1.04 (0.95–1.15) | 0.13 | 1.06 (0.98–1.13) | 3.09 (1.61, 5.40) |
| Model 1 | 1.00 | 0.98 (0.89–1.08) | 0.98 (0.89–1.08) | 1.03 (0.93–1.13) | 0.98 (0.88–1.09) | 0.92 | 1.00 (0.92–1.08) | |
| Model 2 | 1.00 | 1.00 (0.91–1.10) | 1.02 (0.93–1.12) | 1.08 (0.98–1.19) | 1.05 (0.94–1.16) | 0.22 | 1.04 (0.97–1.13) | |
| Fruit | ||||||||
| | 862 | 988 | 948 | 914 | 817 | |||
| Person-years | 237,964 | 249,649 | 247,769 | 241,595 | 227,017 | |||
| Age-adjusted | 1.00 | 1.06 (0.97–1.16) | 1.00 (0.91–1.10) | 0.97 (0.88–1.06) | 0.90 (0.82–0.99) | 0.003 | 0.84 (0.74–0.94) | 1.08 (0.46, 2.64) |
| Model 1 | 1.00 | 1.01 (0.92–1.11) | 0.94 (0.86–1.04) | 0.89 (0.81–0.98) | 0.81 (0.73–0.91) | <0.001 | 0.74 (0.65–0.84) | |
| Model 2 | 1.00 | 1.04 (0.94–1.14) | 0.99 (0.90–1.09) | 0.96 (0.86–1.06) | 0.90 (0.80–1.00) | 0.008 | 0.82 (0.72–0.94) | |
| Fruit and vegetables | ||||||||
| | 870 | 900 | 945 | 924 | 890 | |||
| Person-years | 237,727 | 248,219 | 247,926 | 244,157 | 225,964 | |||
| Age-adjusted | 1.00 | 0.96 (0.88–1.06) | 0.99 (0.90–1.09) | 0.97 (0.88–1.07) | 1.00 (0.91–1.10) | 0.91 | 1.00 (0.96–1.05) | 4.47 (2.35, 7.66) |
| Model 1 | 1.00 | 0.98 (0.89–1.07) | 0.95 (0.87–1.05) | 0.92 (0.84–1.02) | 0.92 (0.82–1.02) | 0.06 | 0.95 (0.90–1.00) | |
| Model 2 | 1.00 | 1.01 (0.92–1.11) | 1.00 (0.91–1.10) | 0.99 (0.89–1.09) | 1.01 (0.90–1.12) | 0.99 | 0.99 (0.94–1.05) | |
| Fruit juices | ||||||||
| | 749 | 946 | 1032 | 920 | 882 | |||
| Person-years | 239,408 | 241,268 | 250,260 | 241,633 | 231,425 | |||
| Age-adjusted | 1.00 | 1.21 (1.10–1.34) | 1.28 (1.17–1.41) | 1.17 (1.06–1.28) | 1.17 (1.06–1.29) | 0.10 | 1.05 (0.99–1.12) | 0.54 (0.04, 1.33) |
| Model 1 | 1.00 | 1.20 (1.09–1.32) | 1.28 (1.16–1.40) | 1.25 (1.13–1.38) | 1.33 (1.20–1.48) | <0.001 | 1.17 (1.10–1.25) | |
| Model 2 | 1.00 | 1.21 (1.10–1.33) | 1.29 (1.17–1.42) | 1.25 (1.14–1.38) | 1.35 (1.22–1.50) | <0.001 | 1.18 (1.10–1.26) | |
| Legumes | ||||||||
| | 825 | 874 | 951 | 968 | 911 | |||
| Person-years | 248,849 | 216,815 | 248,202 | 259,566 | 230,563 | |||
| Age-adjusted | 1.00 | 1.12 (1.02–1.23) | 1.09 (0.99–1.20) | 1.08 (0.99–1.19) | 1.12 (1.02–1.23) | 0.11 | 1.20 (0.96, 1.50) | 0.17 (0.07, 0.45) |
| Model 1 | 1.00 | 1.13 (1.03–1.25) | 1.10 (1.00–1.21) | 1.10 (1.00–1.21) | 1.09 (0.99–1.21) | 0.40 | 1.11 (0.87–1.40) | |
| Model 2 | 1.00 | 1.14 (1.03–1.25) | 1.12 (1.02–1.23) | 1.13 (1.02–1.24) | 1.14 (1.03–1.25) | 0.09 | 1.23 (0.97–1.56) | |
| Green leafy vegetables | ||||||||
| | 921 | 957 | 995 | 837 | 819 | |||
| Person-years | 223,958 | 239,419 | 256,196 | 241,036 | 243,385 | |||
| Age-adjusted | 1.00 | 0.96 (0.88–1.05) | 0.92 (0.84–1.00) | 0.81 (0.74–0.89) | 0.78 (0.71–0.86) | <0.001 | 0.80 (0.75–0.86) | 0.72 (0.25, 1.48) |
| Model 1 | 1.00 | 0.99 (0.90–1.08) | 0.99 (0.90–1.09) | 0.90 (0.82–0.99) | 0.87 (0.78–0.96) | <0.001 | 0.88 (0.82–0.95) | |
| Model 2 | 1.00 | 1.00 (0.91–1.10) | 1.02 (0.93–1.11) | 0.93 (0.85–1.03) | 0.90 (0.82–1.00) | 0.010 | 0.91 (0.84–0.98) | |
For vegetables, fruit, and fruit and vegetables combined, data for 3 servings/day increase are shown; for all other items, 1 serving/day increase is shown.
Shown is overall median intake for the entire category and, in parentheses, the median intakes for the lowest and highest quintiles, data are in servings/day distribution based on the cumulative average of median values from questionnaires from 1984, 1986, 1990, 1994, and 1998.
Additionally adjusted for BMI, physical activity, family history of diabetes, postmenopausal hormone use, alcohol use, smoking, and total energy intake.
Adjusted for all variables in model 1 and additionally for whole grains, nuts, processed meats, coffee, potatoes, and sugar-sweetened soft drinks.
Neither fruit nor fruit and vegetables include fruit juices.
Figure 1—Multivariate-adjusted relative hazard of diabetes by category of cumulatively updated fruit juice intake. Values were adjusted for cumulatively updated BMI, physical activity, family history of diabetes, postmenopausal hormone use, alcohol use, smoking, and total energy intake. For an increase of 1 serving/day of fruit juice, the multivariate-adjusted relative risk was 1.18 (95% CI 1.10–1.26; P < 0.0001).
Prospective cohort studies reporting measures of association between intake of fruits and vegetables and diabetes
| Author, year (reference) | Population | Age (years), sex | Exposure measure | Adjustments | Follow-up (years) | Case ascertainment | Events | Association (95% CI) | Notes | |
|---|---|---|---|---|---|---|---|---|---|---|
| Colditz et al., 1992 ( | U.S. nurses | 84,360 | 34–59, F | 61-item FFQ | Age, BMI, weight change, alcohol energy | 6 | Follow-up questionnaire | 702 diabetes | HR Q5/1 0.76 (0.50–1.16) vegetable intake | Q5/1: ≥2.9 serving/day of vegetables vs. <1.2 |
| Feskens et al., 1995 ( | Finnish and Dutch | 338 | 70–89, M | Cross-check diet history | Age, cohort, BMI, past BMI, past energy intake | 30 | OGTT | 71 IGT, 26 diabetes | Inverse association of 2-h postload glucose and intake of vegetables and legumes | Multivariate regression predicting 2-h postload glucose |
| Meyer et al., 2000 ( | Postmenopausal Iowa women | 35,988 | 55–69, F | 127-item FFQ | Age, smoking, total energy, BMI, alcohol, WHR, education, physical activity | 6 | Iowa death register, biennial questionnaire, and NDI | 1,141 diabetes | HR Q5/1 fruit + vegetables 1.05 (0.84–1.31), HR vegetables 1.07 (0.86–1.32), HR fruit 1.14 (0.93–1.39) | Q5/1: >51 servings/week fruit + vegetables vs. <23, Q5/1: >33.5 servings/week vegetable vs. <14, Q 5/1: >19 servings/week fruit vs. <6.25 |
| Ford and Mokdad, 2001 ( | NHEFS | 9,665 | 25–74, M + F | Single 24-h dietary recall | Age, race, sex, smoking, BMI, alcohol, SBP, lipids, HTN, physical activity | 19 | Follow-up questionnaire, hospital records, death certificates | 1,018 diabetes | HR fruit + vegetable intake 0.73 (0.54–0.98) | ≥5 times/day vs. 0 times/day, no portion size included; also identified a sex interaction |
| Liu et al., 2004 ( | WHS | 38,018 | ≥45, F | 131-item FFQ | Age, smoking, total energy, alcohol, BMI, physical activity, HTN, hyperlipidemia, FH | 8.8 | Follow-up questionnaire | 1,614 diabetes | HR Q5/1 fruit + vegetables 1.04 (0.87–1.25), HR fruit 0.97 (0.82–1.23), HR vegetables 1.03 (0.86–1.23) | Q5/1: median 10.1 servings/day fruit + vegetables vs. 2.5, Q5/1: median 3.9 servings/day fruit vs. 0.62 |
| Montonen et al., 2005 ( | Finnish | 4,304 | 40–69, M + F | Diet history | Age, sex, smoking, total energy, BMI, FH, geographic area | 23 | Finnish Social Insurance Institution's national database | 383 diabetes | HR Q4/1 vegetables 0.77 (0.57–1.03), HR green vegetables 0.69 (0.50–0.93), HR fruit 0.82 (0.61–1.11), HR berries 0.63 (0.47–0.85) | Q4/1: >130 g/day vegetables vs. <42, Q4/1: >43 g/day green vegetables vs. <11, Q4/1: >138 g/day fruit vs. <20 |
F, female; FH, family history of diabetes; HTN, hypertension; IGT, impaired glucose tolerance; M, male; NHEFS, First National Health and Nutrition Examination Study Epidemiologic Follow-up Study; OGTT, oral glucose tolerance test; Q, quantile; SBP, systolic blood pressure; WHR, waist-to-hip ratio; WHS, Women's Health Study.