Introduction
Materials and methods
The National Diet and Nutrition Survey Rolling Programme (NDNS-RP) and study population
Ethics
Definition of almond consumption
Diet quality indices
Cardiovascular disease risk markers
Statistical analysis
Results
Sociodemographic and lifestyle characteristics
Total adult population | AKO | AKM | |||||
---|---|---|---|---|---|---|---|
Consumer, n = 317 | Non-consumer, n = 6,485 | P value | Consumer, n = 481 | Non-consumer, n = 6,321 | P value | ||
Amount of almonds consumed (Median (IQR)) | |||||||
Gram | 3.0 (5.9) | 5.0 (9.3) | |||||
% total energy intake | 1.1 (1.9) | 1.7 (3.1) | |||||
Age (median (IQR)) | 49 (27) | 50 (24) | 49 (28) | 0.298 | 51 (24) | 49 (28) | 0.001* |
Sex | |||||||
Male (%) | 41.3 | 28.7 | 41.9 | < 0.001* | 32.5 | 41.9 | < 0.001* |
Female (%) | 58.7 | 71.3 | 58.1 | 67.5 | 58.1 | ||
Ethnicity | |||||||
White (%) | 92.7 | 86.4 | 93.0 | < 0.001* | 88.1 | 93.0 | < 0.001* |
Mixed ethnic group (%) | 0.9 | 0.9 | 0.8 | 1.0 | 0.8 | ||
Black or Black British (%) | 2.1 | 1.9 | 2.1 | 1.7 | 2.1 | ||
Asian or Asian British (%) | 3.1 | 8.8 | 2.8 | 7.1 | 2.8 | ||
Any other group (%) | 1.2 | 1.9 | 1.2 | 2.1 | 1.2 | ||
Region | |||||||
England (%) | 57.4 | 68.1 | 56.9 | 0.130 | 65.5 | 56.9 | 0.033* |
Scotland (%) | 15.8 | 8.2 | 16.1 | 8.7 | 16.1 | ||
Wales (%) | 14.0 | 15.1 | 13.9 | 14.8 | 13.9 | ||
Northern Ireland (%) | 12.8 | 8.5 | 13.0 | 11.0 | 13.0 | ||
Socio-economic status | |||||||
Higher managerial and professional occupations (%) | 15.2 | 26.4 | 14.7 | < 0.001* | 26.8 | 14.7 | < 0.001* |
Lower managerial and professional occupations (%) | 24.1 | 31.2 | 23.7 | 29.5 | 23.7 | ||
Intermediate occupations (%) | 9.9 | 9.2 | 10.0 | 10.3 | 10..0 | ||
Small employers and own account workers (%) | 10.7 | 12.4 | 10.6 | 12.1 | 10.6 | ||
Lower supervisory and technical occupations (%) | 9.3 | 7.3 | 9.4 | 6.7 | 9.4 | ||
Semi-routine occupations (%) | 14.3 | 7.6 | 14.7 | 8.6 | 14.7 | ||
Routine occupations (%) | 12.1 | 2.9 | 12.5 | 3.6 | 12.5 | ||
Never worked (%) | 2.9 | 1.9 | 3.0 | 1.3 | 3.0 | ||
Other (%) | 1.4 | 1.0 | 1.4 | 1.3 | 1.4 | ||
Smoking status | |||||||
Current smoker (%) | 22.6 | 8.8 | 23.3 | < 0.001* | 10.2 | 23.3 | < 0.001* |
Ex-Regular smoker (%) | 24.3 | 25.9 | 24.2 | 24.9 | 24.2 | ||
Never regular smoker (%) | 53.1 | 65.3 | 52.5 | 64.9 | 52.5 | ||
Alcohol intake (g/day) (median (IQR)) | 0.8 (16.4) | 4.9 (16.2) | 0.5 (16.4) | 0.078 | 4.9 (16.2) | 0.5 (16.4) | 0.092 |
Energy intake (kcal/day) (unadjusted mean ± SD)) | 1760.1 ± 564.7 | 1876.3 ± 520.8 | 1754.4 ± 566.2 | < 0.001* | 1876.3 ± 520.8 | 1754.4 ± 566.2 | < 0.001* |
Diet quality scores
Nutrient intake
Macronutrient (diet only, % food energy)a | Estimated marginal mean (95% CI) | |||||
---|---|---|---|---|---|---|
AKO | AKM | |||||
Consumers, n = 317 (4.7% of total adult population) | Non-consumers, n = 6485 (95.3% of total adult population) | P value | Consumers, n = 481 (7.1% of total adult population) | Non-consumers, n = 6321 (92.9% of total adult population) | P value | |
Total energy (kcal) | 1851 (1786, 1915)* | 1694 (1657, 1731) | < 0.001 | 1821 (1759, 1883)* | 1653 (1609, 1698) | < 0.001 |
Food energy (kcal) | 1794 (1733, 1855)* | 1637 (1602, 1672) | < 0.001 | 1765 (1706, 1824)* | 1603 (1561, 1646) | < 0.001 |
Protein | 17.7 (17.3, 18.2)* | 17.1 (16.8, 17.3) | 0.001 | 17.7 (17.2, 18.1)* | 17.2 (16.9, 17.5) | 0.002 |
Fat | 36.7 (35.9, 37.4)* | 34.0 (33.6, 34.5) | < 0.001 | 36.4 (35.7, 37.1)* | 34.0 (33.5, 34.6) | < 0.001 |
Saturated fatty acids | 12.1 (11.7, 12.5) | 12.0 (11.7, 12.2) | 0.518 | 11.9 (11.5, 12.3) | 12.1 (11.7, 12.4) | 0.148 |
cis-Monounsaturated fatty acids | 14.1 (13.7, 14.4)* | 12.4 (12.2, 12.6) | < 0.001 | 14.0 (13.7, 14.4)* | 12.4 (12.2, 12.6) | < 0.001 |
cis n-6 fatty acids | 5.9 (5.7, 6.1)* | 5.1 (5.0, 5.3) | < 0.001 | 5.9 (5.7, 6.1) * | 5.1 (5.0, 5.2) | < 0.001 |
cis n-3 fatty acids | 1.0 (1.0, 1.1)* | 1.0 (0.9, 1.0) | 0.002 | 1.0 (1.0, 1.1)* | 1.0 (0.9, 1.0) | < 0.001 |
Trans fatty acids | 0.4 (0.4, 0.5)* | 0.5 (0.5, 0.5) | < 0.001 | 0.4 (0.4, 0.5)* | 0.5 (0.5, 0.6) | < 0.001 |
Carbohydrate | 45.2 (44.3, 46.0)* | 48.6 (48.1, 49.0) | < 0.001 | 45.6 (44.8, 46.4)* | 48.5 (48.0, 49.1) | < 0.001 |
Total sugars | 17.9 (17.1, 18.6) | 18.2 (17.8, 18.7) | 0.283 | 17.6 (16.9, 18.4) | 17.6 (17.1, 18.1) | 0.838 |
Starch | 26.1 (25.3, 26.8)* | 28.6 (28.4, 29.3) | < 0.001 | 26.6 (25.9, 27.3)* | 29.4 (28.9, 29.9) | < 0.001 |
Non-milk extrinsic sugars | 7.6 (7.1, 8.2)* | 9.6 (9.2, 10.0) | < 0.001 | 7.6 (7.0, 8.1)* | 9.2 (8.7, 9.6) | < 0.001 |
Intrinsic milk sugars and starch | 36.1 (35.3, 36.8)* | 37.3 (36.9, 37.8) | < 0.001 | 36.5 (35.7, 37.2)* | 37.7 (37.2, 38.3) | < 0.001 |
Intrinsic milk sugars | 8.8 (8.3, 9.2)* | 7.2 (6.9, 7.4) | < 0.001 | 8.7 (8.2, 9.1)* | 7.0 (6.7, 7.3) | < 0.001 |
Non-starch polysaccharides (Englyst Fibre, g) | 14.6 (14.1, 15.1)* | 12.1 (11.9, 12.4) | < 0.001 | 14.0 (13.5, 14.5)* | 11.9 (11.6, 12.2) | < 0.001 |
Alcohol (% total energy) | 0.9 (0.7, 1.2) | 1.0 (0.9, 1.2) | 0.405 | 0.8 (0.6, 1.1) | 0.9 (0.7, 1.0) | 0.734 |
Micronutrientsb | ||||||
---|---|---|---|---|---|---|
Vitamin A (retinol equivalents) (μg) | 638.7 (587.2, 695.0) | 603.1 (574.7, 632.9) | 0.124 | 598.5 (551.5, 649.6) | 565.2 (533.2, 599.3) | 0.069 |
Vitamin D (μg) | 2.2 (2.1, 2.4) | 2.2 (2.1, 2.3) | 0.824 | 2.3 (2.2, 2.5) | 2.2 (2.1, 2.3) | 0.057 |
Vitamin E (mg) | 10.7 (10.3, 11.1)* | 8.6 (8.4, 8.8) | < 0.001 | 10.5 (10.1, 10.9)* | 8.3 (8.2, 8.6) | < 0.001 |
Thiamin (mg) | 1.4 (1.3, 1.4)* | 1.3 (1.2, 1.3) | < 0.001 | 1.4 (1.3, 1.4)* | 1.3 (1.2, 1.3) | < 0.001 |
Riboflavin (mg) | 1.3 (1.3, 1.4)* | 1.3 (1.2, 1.3) | 0.047 | 1.3 (1.3, 1.4)* | 1.3 (1.2, 1.3) | 0.002 |
Niacin equivalent (mg) | 32.5 (31.5, 33.5) | 32.5 (31.9, 33.0) | 0.983 | 32.9 (31.9, 33.9) | 32.5 (31.8, 33.2) | 0.277 |
Vitamin B6 (mg) | 2.7 (2.6, 2.8)* | 2.8 (2.7, 2.8) | 0.028 | 1.7 (1.7, 1.8) | 1.8 (1.7, 1.8) | 0.152 |
Vitamin B12 (μg) | 3.9 (3.8, 4.2) | 4.1 (4.0, 4.3) | 0.105 | 4.0 (3.6, 4.2) | 4.0 (3.8, 4.2) | 0.971 |
Folate (μg) | 221.9 (213.1, 231.1)* | 208.9 (204.1, 213.8) | 0.001 | 218.8 (210.3, 227.6)* | 202.5 (196.8, 208.2) | < 0.001 |
Pantothenic acid (mg) | 5.1 (4.9, 5.2)* | 4.9 (4.9, 5.0) | 0.047 | 5.2 (5.0, 5.3)* | 4.9 (4.8, 5.0) | < 0.001 |
Biotin (μg) | 36.4 (34.9, 37.9)* | 28.0 (27.3, 28.7) | < 0.001 | 35.6 (34.2, 37.1)* | 27.0 (26.2, 27.8) | < 0.001 |
Vitamin C (mg) | 83.9 (77.6, 90.8)* | 63.2 (60.4, 66.1) | < 0.001 | 59.7 (56.5, 63.0)* | 78.9 (73.1, 85.1) | < 0.001 |
Sodium (mg) | 1614.8 (1562.1, 1668.9)* | 1790.8 (1757.3, 1825.0) | < 0.001 | 1621.9 (1570.8, 1674.7)* | 1819.1 (1778.1, 1861.1) | < 0.001 |
Potassium (mg) | 2689.3 (2619.0, 2762.1)* | 2423.9 (2387.4, 2461.1) | < 0.001 | 2880.8 (2811.2, 2950.5)* | 2584.0 (2533.9, 2634.0) | < 0.001 |
Calcium (mg) | 641.2 (619.7, 663.5) | 624.2 (612.1, 636.5) | 0.075 | 629.1 (608.5, 650.3) | 617.3 (602.8, 632.1) | 0.141 |
Magnesium (mg) | 278.5 (271.3, 285.9)* | 227.6 (224.2, 231.1) | < 0.001 | 270.9 (264.2, 277.9)* | 223.2 (219.2, 227.3) | < 0.001 |
Phosphorus (mg) | 1128.3 (1103.3, 1154.8)* | 1060.0 (1046.6, 1073.7) | < 0.001 | 1130.1 (1105.6, 1154.8)* | 1063.7 (1046.1, 1079.2) | < 0.001 |
Iron (mg) | 10.3 (10.0, 10.6)* | 9.5 (9.3, 9.7) | < 0.001 | 10.1 (9.8, 10.4)* | 9.4 (9.2, 9.6) | < 0.001 |
Copper (mg) | 1.3 (1.2, 1.3)* | 1.1 (1.0, 1.1) | < 0.001 | 1.2 (1.2, 1.3)* | 1.0 (1.0, 1.0) | < 0.001 |
Zinc (mg) | 8.1 (7.9, 8.4)* | 7.8 (7.6, 7.9) | 0.001 | 8.0 (7.8, 8.2)* | 7.7 (7.6, 7.9) | 0.001 |
Chloride (mg) | 2690.5 (2611.2, 2772.3)* | 2887.7 (2838.9, 2937.3) | < 0.001 | 2684.3 (2607.6, 2763.4)* | 2912.4 (2852.6, 2973.4) | < 0.001 |
Manganese (mg) | 3.4 (3.3, 3.6)* | 2.7 (2.6, 2.8) | < 0.001 | 3.3 (3.2, 3.4)* | 2.6 (2.6, 2.7) | < 0.001 |
Iodine (μg) | 122.2 (116.2, 128.4) | 123.5 (121.0, 128.1) | 0.624 | 127.3 (121.3, 133.7) | 122.7 (118.5, 127.1) | 0.049 |
Selenium (μg) | 50.0 (48.0, 52.1)* | 46.2 (45.2, 47.4) | < 0.001 | 49.2 (48.2, 51.2)* | 45.3 (44.0, 46.6) | < 0.001 |
Cardiovascular disease risk markers
Estimated marginal mean (95% CI) | ||||||
---|---|---|---|---|---|---|
CVD risk marker | AKOa | AKMb | ||||
Consumers, n = 317 (4.7% of total adult population) | Non-consumer, n = 6,495 (95.3% of total adult population) | P value | Consumers, n = 481 (7.1% of total adult population) | Non-consumer, n = 6321 (92.9% of total adult population) | P value | |
BMI (kg/m2)c | 25.5 (24.9, 26.2) | 26.3 (25.9, 26.7) | 0.010* | 25.8 (25.1, 26.5) | 26.4 (25.9, 26.9) | 0.019* |
WC (cm)d | 88.0 (86.2, 89.8) | 90.1 (89.1, 91.2) | 0.007* | 90.1 (88.3, 91.9) | 91.3 (90.0, 92.6) | 0.065 |
SBP (mmHg)e | 119.6 (117.3, 121.9) | 121.2 (119.8, 122.6) | 0.114 | 119.7 (117.4, 122.0) | 121.3 (119.6, 123.0) | 0.058 |
DBP (mmHg)e | 71.3 (69.8, 73.0) | 71.6 (70.6, 72.6) | 0.720 | 71.2 (69.6, 72.8) | 71.8 (70.6, 73.0) | 0.316 |
TC (mmol/l)f | 4.8 (4.6, 5.0) | 4.8 (4.7, 4.9) | 0.558 | 4.8 (4.6, 5.0) | 4.8 (4.6, 4.9) | 0.485 |
TAG (mmol/l)g | 1.0 (0.9, 1.1) | 1.1 (1.0, 1.2) | 0.130 | 1.1 (1.0, 1.2) | 1.1 (1.1, 1.2) | 0.445 |
HDL-C (mmol/l)f | 1.4 (1.4, 1.5) | 1.4 (1.4, 1.4) | 0.222 | 1.4 (1.3, 1.5) | 1.4 (1.3, 1.4) | 0.139 |
LDL-C (mmol/l)h | 2.9 (2.7, 3.0) | 2.8 (2.7, 2.9) | 0.476 | 2.8 (2.7, 2.9) | 2.8 (2.7, 3.0) | 0.727 |
TC:HDL-Cf | 3.4 (3.2, 3.6) | 3.5 (3.4, 3.6) | 0.533 | 3.5 (3.3, 3.7) | 3.5 (3.4, 3.6) | 0.548 |
CRP (mg/l)i | 2.2 (1.9, 2.6) | 2.4 (2.2, 2.7) | 0.158 | 2.3 (2.0, 2.7) | 2.5 (2.3, 2.8) | 0.146 |