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. Author manuscript; available in PMC: 2017 Jun 14.
Published in final edited form as: Circulation. 2016 Jun 14;133(24):2370–2380. doi: 10.1161/CIRCULATIONAHA.115.021101

Table 1.

Characteristics of studies included in meta-analysis.

Author
publication
year,
location,
reference
number,
Sample
age in years
Duration
period
Exposure Dietary
assessment
Whole grain item Cause of
death:
number
Risk estimate Death
confirmation/
death code
Covariates
Fraser 1992, US, (17) 26,473 Adventists ≥25 years 6 years 1977–1982 Whole grain food Baseline FFQ Whole grain bread 100% whole-wheat bread used most often vs. white bread used most often. CVD: 463 CVD: reference
0.77(0.54–1.08)
0.74(0.56–0.99)
death certificates, registry and records ICD Age, sex, smoking, exercise, relative weight, high blood pressure, nuts, beef, cheese, fish, coffee, legumes, and fruits.
Key 1996, UK, (24) 10,771 vegetarians
16–79 years
17 years
1973–1995
Whole grain food Baseline FFQ Whole grain bread
Having whole grain daily vs. not having whole grain daily.
All-cause:
2562
CHD:
350
stroke:
147
Cancer:
451
Whole grain bread:
All-cause:
0.88(0.78, 0.98)
CHD:
0.85(0.68, 1.06);
Stroke:
1.08(0.75, 1.54)
Cancer:
0.91(0.75, 1.11)
death certificates, ICD8, ICD9 Age, sex, and smoking
Jacobs 2001, Norway, (18) 33,848 35–56 years 14 years
1977–1994
Whole grain from bread
Self-developed
Baseline FFQ Whole grain bread
Women
(median bread score):
0.38/0.83/1.13/1.65/2.7
Men
(median bread score):
0.45/0.83/0.90/1.65/3.30
All-cause:
2058
CVD:
758
Cancer:
870
All-cause: reference
0.87(0.75–1.01)
0.8(0.71–0.92)
0.85(0.74–0.98)
0.75(0.65–0.88)
CVD: reference
0.93(0.73–1.18)
0.84(0.68–1.05)
0.84(0.66–1.05)
0.77(0.6–0.98)
Cancer: reference
0.96(0.76–1.2)
0.89(0.73–1.08)
0.9(0.73–1.11)
0.79(0.62–1.02)
Registry ICD8, ICD9 Age, energy intake, sex, current smoking, past smoking, physical activity during leisure, physical activity during work, customary use of cod liver oil, customary use of multivitamins, saturated fat intake, systolic blood pressure, serum total cholesterol, and body mass index
Steffen 2003,US,(26) 11,940 45–64 years 11 years 1987–1999 Whole grain food Repeated FFQ Dark bread and Whole grain cold breakfast cereal. Whole grain cold cereals contained ≥ 25% whole grain or bran by weight All-cause:
867
All-cause: reference
0.96(0.79–1.17)
0.8(0.65–0.99)
0.87(0.7–1.08)
0.77(0.61–0.97)
Family report, death record, registry N.A. Age, race, sex, time-dependent energy intake, smoking status, pack-years of smoking, physical activity, alcohol intake, and hormone replacement in women
Sahyoun 2006, US, (19) 535 60–98 years 12–15 years 1981–1995 Whole grain
MPED
3-day food record All Whole grain foods from 3-day food records.
Whole grain (serving/day):
0.31/0.86/1.49/2.9
CVD:89 CVD: reference
0.76(0.41–1.43)
0.76(0.41–1.41)
0.48(0.25–0.96)
Registry ICD9 Age, sex, race, educational attainment, marital status, smoking status, BMI, waist-to-hip ratio, systolic blood pressure, exercise, calories, percentage calories from saturated fatty acids, use of antihypertensive medication, and use of lipid-lowering medication
Jacobs 2007, US, (20) 27,312 women 55–69 years 17 years 1986–2001 Whole grain food Baseline FFQ Dark bread, cold breakfast cereal, brown rice, popcorn, wheat germ, bran, cooked oatmeal, other grains (e.g., bulgur, kasha, and couscous). Breakfast cereals containing ≥25% whole grain or bran were considered whole grains.
Whole grain range (serving/week):
0–3.5(median 1.75)
4–7(median: 5.5)
7.5–10.5(median: 9)
11–18.5(median: 14.75)
≥19(median: 22.75)
All-cause:
5552
CVD:
1,900
Cancer:
2,099
All-cause: reference
0.88(0.81–0.96)
0.88(0.81–0.96)
0.8(0.73–0.87)
0.79(0.72–0.87)
CVD: reference
0.96(0.84–1.1)
0.83(0.72–0.96)
0.83(0.71–0.96)
0.73(0.62–0.86)
Cancer: reference
0.86(0.75–0.99)
0.95(0.83–1.09)
0.83(0.72–0.96)
0.89(0.77–1.04)
death record ICD9, ICD10 Age, energy intake, BMI, waist-hip ratio, smoking, education, physical activity, estrogen use, multivitamin supplement use, and intakes of alcohol, refined grain, coffee, red meat, fish and seafood, and total fruit and vegetables
Tognon 2011, Sweden, (27) 1,037
70 years
N.A.
1971–2009
Whole grain food Dietary history questionnaire Whole grain cereal
Above vs. below medians. Medians were 74.2g in women and 92.8g in men.
All-cause:
630
All-cause:
0.85(0.73–1)
Registry
N.A.
Sex, baseline body mass index (BMI), waist circumference, smoking status, physical activity level, marital status, education, and birth cohort.
Huang 2015, US, (21) 367,442 50–71 years 14 years 1995–2009 Whole grain
MPED
Baseline
FFQ
Ready-to-eat cereals, high-fiber cereals, other fiber cereals, Whole grain bread or dinner rolls, cooked cereal, popcorn, pancakes, waffles, French toast or crepes, rice or other cooked grains, bagels, English muffins, tortillas, pasta, crackers, chips, cookies/brownies, sweet pastries, and pies
Median (serving/day):
0.13/0.3/0.47/0.69/1.2
All-cause: 46,067
CVD:
11283
Cancer:
19,043
All-cause: reference
0.93(0.9–0.95)
0.89(0.87–0.92)
0.85(0.82–0.87)
0.83(0.81–0.86)
CVD: reference
0.93(0.88–0.98)
0.88(0.83–0.93)
0.81(0.77–0.86)
0.83(0.78–0.88)
Cancer: reference
0.94(0.9–0.98)
0.91(0.87–0.95)
0.88(0.84–0.92)
0.85(0.81–0.89)
Registry ICD9, ICD10 Age, gender, number of cigarettes smoked per day, time of smoking cessation, race or ethnicity group, alcohol intake, education level, marital status, health status, obesity, physical activity, consumption of red meat, total fruit and total vegetables, total energy intake, and hormone usage
Roswall
2015, US, (28)
44,961 women
29–49 years
21 years
1992–2013
Whole grain food Baseline FFQ Whole grain bread, oatmeal
Whole grain consumers vs. non-consumers
All-cause:
1,855
CVD:
270
Cancer:
1,113
Bread
All-cause: reference
0.83(0.76–0.92)
Oatmeal
All-cause: reference
0.99(0.9–1.09)
Registry ICD9, ICD10 Age, smoking status, duration, current tobacco consumption, time since smoking cessation, school education, BMI, alcohol intake, red meat intake, processed meat intake, and energy intake
Johnsen
2015, Scandinavian, (22)
119,518
30–64 years
12.1 years
1992–2009
Whole grain
Self-developed
Baseline FFQ Breakfast cereals, non-white bread, crisp bread
Median (g/d):
Men, all-cause mortality:
21/37/54/80
Women, all-cause mortality:
20/33/49/74/
Men, CHD mortality:
21/36/54/82
Women, CHD mortality:
21/33/51/70
Men, stroke mortality:
20/37/50/79
Women, stroke mortality:
20/31/53/76
Men, cancer mortality:
21/37/54/80
Women, cancer mortality:
21/33/49/76
All-cause:
7,839
CHD:
1,156
stroke:
280
Cancer:
3,150
Men
All-cause: reference
0.82(0.75–0.9)
0.72(0.66–0.78)
0.75(0.68–0.82)
CHD: reference
0.79(0.65–0.96)
0.8(0.66–0.97)
0.74(0.61–0.91)
Stroke: reference
0.7(0.44–1.1)
0.69(0.43–1.11)
0.71(0.44–1.15)
Cancer: reference
0.85(0.73–0.99)
0.68(0.58–0.79)
0.74(0.63–0.87)
Women
All-cause: reference
0.8(0.73–0.87)
0.74(0.67–0.81)
0.74(0.67–0.81)
CHD: reference
0.83(0.6–1.14)
0.59(0.42–0.82)
0.65(0.46–0.91)
Stroke: reference
0.55(0.34–0.88)
0.5(0.31–0.82)
0.8(0.48–1.33)
Cancer: reference
0.99(0.87–1.13)
0.94(0.82–1.07)
0.88(0.77–1.02)
Registry
N.A.
Age, follow-up time, education, smoking intensity, alcohol, BMI, total energy intake and alcohol intake, with Whole grain products and Whole grain types mutually adjusted
Wu 2015, US, (23) 74,341 female nurses 38–63 years 26 years 1984–2010 Whole grain
Self-developed
Repeated FFQ Whole wheat and whole-wheat flour, whole oats and whole-oat flour, whole cornmeal and whole-corn flour, whole rye and whole-rye flour, whole barley, bulgur, buckwheat, brown rice and brown rice flour, popcorn, amaranth, and psyllium
Whole grain (g/d):
4.2/9.7/14.7/21.1/33.0
All-cause: 15106
CVD:
2,989
Cancer:
5,964
All-cause: reference
0.98(0.93–1.03)
1.0001(0.95–1.05)
0.94(0.89–0.99)
0.88(0.84–0.93)
CVD: reference
0.97(0.87–1.08)
0.96(0.86–1.08)
0.82(0.73–0.92)
0.86(0.76–0.96)
Cancer: reference
1.02(0.94–1.1)
1.1(1.02–1.19)
1.06(0.98–1.15)
0.99(0.91–1.07)
family report or registry ICD8 Age, ethnicity; body mass index; smoking status; alcohol intake; physical activity; family history of diabetes mellitus, cancer, and heart disease; multivitamin use; aspirin use at least once per week; history of hypertension; high cholesterol level or diabetes at baseline; and total energy, postmenopausal status and postmenopausal hormone use (women), and alternative healthy eating index).
Wu 2015, US, (23) 43,744 male health professionals 32–87 years 24 years 1986–2010 Whole grain
Self-developed
Repeated FFQ Whole wheat and whole-wheat flour, whole oats and whole-oat flour, whole cornmeal and whole-corn flour, whole rye and whole-rye flour, whole barley, bulgur, buckwheat, brown rice and brown rice flour, popcorn, amaranth, and psyllium
Whole grain (g/day):
5.9/14.4/22.1/31.3/47.8
All-cause: 11,814
CVD:
3,621
Cancer:
3,921
All-cause: 1(1, 1);
1.00(0.94, 1.05)
0.97(0.91, 1.02)
1.01(0.95, 1.07)
0.95(0.89, 1.00)
CVD:1(1, 1)
0.92(0.84, 1.02)
0.92(0.83, 1.02)
0.91(0.82, 1.01)
0.84(0.75, 0.93)
Cancer: (1, 1)
1.01(0.92, 1.11)
0.98(0.88, 1.08)
1.01(0.91, 1.12)
0.95(0.86, 1.05)
family report or registry ICD8 Age, ethnicity; body mass index; smoking status; alcohol intake; physical activity; family history of diabetes mellitus, cancer, and heart disease; multivitamin use; aspirin use at least once per week; history of hypertension; high cholesterol level or diabetes at baseline; and total energy, and alternative healthy eating index.
NHANES III
unpublished, US
11,666
>20 years
20 years
1988–2010
Whole grain
MPED
24-hour dietary recall All foods containing whole grains in 24-hour dietary recall
All-cause:
2,545
CVD:
702
Cancer:
636
All-cause: reference
0.98(0.86, 1.12)
0.88(0.77, 1.02)
CVD: reference
1.11(0.86, 1.44)
0.99(0.71, 1.39)
Cancer: reference
1.08(0.82, 1.42)
0.84(0.66, 1.07)
Registry ICD9, ICD10 Age, ethnicity, education, physical activity, smoking status, alcohol consumption, BMI, energy intake, and HEI score.
NHANES 1999–2004 unpublished, US 12,488
>20 years
20 years
1999–2010
Whole grain
MPED
24-hour dietary recall All foods containing whole grains in 24-hour dietary recall All-cause:
972
CVD:
229
Cancer:
245
All-cause: reference
0.90(0.73, 1.11)
0.83(0.65, 1.07)
CVD: reference
0.98(0.53, 1.80)
0.74(0.41, 1.32)
Cancer: reference
0.72(0.48, 1.07)
0.63(0.37, 1.09)
Registry ICD9, ICD10 Age, ethnicity, education, physical activity, smoking status, alcohol consumption, BMI, fruit, vegetable, meat, energy intake, and added sugar
*

Abbreviations: N.A., Not available; MPED, MyPyramid Equivalents Database; FFQ, food frequency questionnaire; CVD, Cardiovascular disease; ICD, International Statistical Classification of Diseases and Related Health Problems; BMI, body mass index; NHANES, National Health and Nutrition Examination Survey; HEI, health eating index.

Details of whole grain calculation are provided in Supplemental Methods