| Literature DB >> 25305231 |
Tasnime N Akbaraly1, Martin J Shipley2, Jane E Ferrie3, Marianna Virtanen4, Gordon Lowe5, Mark Hamer2, Mika Kivimaki2.
Abstract
BACKGROUND: Inflammation plays an important role in the cause of cardiovascular diseases and may contribute to the association linking an unhealthy diet to chronic age-related diseases. However, to date the long-term associations between diet and inflammation have been poorly described. Our aim was to assess the extent to which adherence to a healthy diet and dietary improvements over a 6-year exposure period prevented subsequent chronic inflammation over a 5-year follow-up in a large British population of men and women.Entities:
Keywords: Alternative Healthy Eating Index; Diet quality indices; Inflammatory marker; Interleukin-6; Middle-aged population; Nutritional Epidemiology; Prospective cohort
Mesh:
Substances:
Year: 2014 PMID: 25305231 PMCID: PMC4315808 DOI: 10.1016/j.amjmed.2014.10.002
Source DB: PubMed Journal: Am J Med ISSN: 0002-9343 Impact factor: 4.965
Construction of Alternative Healthy Eating Index Scores
| Components | Criteria for Minimum Scores | Criteria for Maximum Scores | Possible Score Range | AHEI Scores in the Participants in 1991/1993 | ||
|---|---|---|---|---|---|---|
| Mean Score (SD) | Median Score | |||||
| Vegetable (serving/d) | 0 | 5 | 0-10 | 5.6 (2.7) | 6 | |
| Fruit (serving/d) | 0 | 4 | 0-10 | 6.1 (3.0) | 6 | |
| Nuts and soy (serving/d) | 0 | 1 | 0-10 | 3.2 (3.0) | 3 | |
| Ratio of white to red meat | 0 | 4 | 0-10 | 5.4 (2.8) | 6 | |
| Trans fat (% of energy ) | ≥4 | ≤0.5 | 0-10 | 8.4 (2.8) | 10 | |
| Total fiber (% of energy) | 0 | 24 | 0-10 | 7.8 (3.0) | 10 | |
| Ratio of polyunsaturated to saturated fat | ≤0.1 | ≥1 | 0-10 | 5.2 (2.7) | 5 | |
| Duration of multivitamin use | <5 y | ≥5 y | 2.5-7.5 | 4.2 (2.4) | 2.5 | |
| Alcohol serving/d | Men | 0 or >3.5 | 1.5-2.5 | 0-10 | 4.8 (3.7) | 5 |
| Alcohol serving/d | Women | 0 or >2.5 | 0.5-1.5 | 0-10 | ||
| Total score | 2.5-87.5 | 50.7 (11.9) | 51.5 | |||
AHEI = Alternative Healthy Eating Index; SD = standard deviation.
Each AHEI component contributed from 0 to 10 points to the total AHEI score, except the multivitamin component, which was dichotomous and contributing 2.5 points (for nonuse) or 7.5 points (for use). A score of 10 indicates that the recommendations were fully met, whereas a score of 0 represents the least healthy dietary behavior. Intermediate intakes were scored proportionately between 0 and 10.
Median score for men and women combined.
Figure 1Flow chart mapping the selection of the 4600 Whitehall II participants included in the present analyses.
Characteristics in 1991/1993 of Participants Excluded and Included in the Analyses and Mean Long-term Levels of Interleukin-6 Assessed in 1997/1999 and 2002/2004 of Those Included
| Variables | Category | N or Mean (SD) | Mean Long-term IL-6 (95% CI) (pg/mL) or ρ | |
|---|---|---|---|---|
| Sex | Men | 3334 | 1.65 (1.62-1.68) | .05 |
| Women | 1266 | 1.59 (1.55-1.64) | ||
| Age | Per year | 49.6 (6.1) | 0.25 | <.001 |
| Ethnicity | White | 4317 | 1.61 (1.59-1.64) | <.001 |
| South Asian | 185 | 2.07 (1.92-2.23) | ||
| Black | 98 | 1.63 (1.47-1.81) | ||
| Socioeconomic status | Low | 542 | 1.78 (1.70-1.86) | <.001 |
| Intermediate | 2046 | 1.68 (1.64-1.72) | ||
| High | 2012 | 1.55 (1.52-1.59) | ||
| Living alone | No | 3588 | 1.61 (1.58-1.63) | .001 |
| Yes | 1012 | 1.72 (1.67-1.78) | ||
| Smoking habits | Nonsmokers | 2402 | 1.55 (1.52-1.59) | <.001 |
| Former smokers | 1657 | 1.64 (1.60-1.68) | ||
| Current smokers | 541 | 1.98 (1.90-2.07) | ||
| Total energy intake | Per kcal/d | 2124 | −0.05 | .002 |
| Physical activity | Inactive | 808 | 1.76 (1.70-1.83) | <.001 |
| Moderately active | 1313 | 1.62 (1.57-1.67) | ||
| Active | 2479 | 1.60 (1.57-1.63) | ||
| General health questionnaire depression cases | No | 4040 | 1.63 (1.61-1.66) | .99 |
| Yes | 560 | 1.63 (1.5-1.70) | ||
| Coronary heart diseases | No | 4487 | 1.63 (1.60-1.65) | .01 |
| Yes | 113 | 1.84 (1.67-2.02) | ||
| Body mass index | per kg/m² | 25.0 | 0.32 | <.001 |
| Hypertension | No | 3803 | 1.58 (1.55-1.60) | <.001 |
| Yes | 797 | 1.92 (1.86-2.00) | ||
| Diabetes | No | 4487 | 1.63 (1.60-1.65) | .05 |
| Yes | 113 | 1.79 (1.63-1.98) | ||
| HDL-cholesterol | per mmol/L | 1.43 (0.40) | −0.18 | <.001 |
| Use of anti-inflammatory drugs | No | 3939 | 1.59 (1.57-1.62) | <.001 |
| Yes | 661 | 1.90 (1.83-1.97) |
CI = confidence interval; HDL = high-density lipoprotein; IL = interleukin; SD = standard deviation.
N presented for categoric variables and mean (SD) for continuous variables.
IL-6 geometric means with its 95% CI (pg/mL) shown for categoric variables and Spearman correlation coefficient for continuous variables.
P value for association with chronic IL-6.
Appendix Figure 1Difference in average interleukin-6 levels (1997/1999 and 2002/2004) as a function of high versus low overall AHEI score and AHEI component scores at baseline (1991/1993) in 4600 participants from the Whitehall II cohort. AHEI = Alternative Healthy Eating Index; IL = interleukin; PUFA = polyunsaturated fatty acid; SatF = saturated fat.
Association between Change in Alternative Healthy Eating Index Score over the 6-Year Exposure Period and Long-term Interleukin-6 Measured Twice over the Subsequent 5-Year Follow-up Period
| Change in AHEI Score over the 6-Year Exposure Period (between 1991/1993 and 1997/1999) | Long-term IL-6 Levels | |||||
|---|---|---|---|---|---|---|
| In the 4600 Participants with IL-6 Measures Available at 1997/1999 or 2002/2004 | In the 3632 Participants with IL-6 Measures Available at 1997/1999 and 2002/2004 | |||||
| % Difference | SE | % Difference | SE | |||
| Maintaining high score vs maintaining low score | ||||||
| Model 1 | −11.5 | 1.7 | <.001 | −11.0 | 1.8 | <.001 |
| Model 2 | −8.6 | 1.6 | <.001 | −8.2 | 1.8 | <.001 |
| Improving score vs maintaining low score | ||||||
| Model 1 | −9.0 | 2.3 | <.001 | −7.7 | 2.4 | <.001 |
| Model 2 | −8.1 | 2.1 | <.001 | −7.8 | 2.3 | <.001 |
| Deteriorating score vs maintaining high score | ||||||
| Model 1 | 2.7 | 2.4 | .25 | 5.0 | 2.4 | .05 |
| Model 2 | 0.1 | 2.3 | .95 | 2.4 | 2.4 | .32 |
Model 1 (partially adjusted): adjusted for sex, age, ethnic group, socioeconomic status, and use of anti-inflammatory drugs. Model 2 (fully adjusted): adjusted as in model 1 + living alone, smoking status, physical activity, total energy intake, coronary heart diseases, hypertension, diabetes, body mass index, and high-density lipoprotein cholesterol.
% difference (exp[linear regression coefficient] – 1)*100; a negative percentage difference expressed the percentage reduction in IL-6 levels in the relevant exposure group compared with the reference group.
AHEI = Alternative Healthy Eating Index; IL = interleukin; SE = standard error.
Figure 2Average levels of IL-6 over 2 measures 5 years apart according to 6-year changes in the AHEI score among 4600 participants from the Whitehall II cohort. Adjusted geometric mean levels of IL-6 were estimated from linear regression models for 4 categories: participants who maintained a low AHEI score over the exposure period, participants who maintained high AHEI score, participants who increased their score, and participants who decreased their score. Models were fully adjusted for sex, age, ethnic group, socioeconomic status, use of anti-inflammatory drugs, living alone, smoking, physical activity, total energy intake, coronary heart diseases, hypertension, diabetes, body mass index, and high-density lipoprotein cholesterol. % difference (exp[regression coefficient] – 1)*100; a negative percentage difference expressed the percentage reduction in IL-6 levels in the relevant exposure group compared with the reference group.
Association between Change in Alternative Healthy Eating Index Score over the 6-Year Exposure Period and Long-Term C-reactive Protein Measured Twice over the Subsequent 5-Year Follow-up Period
| Change in AHEI Score over the 6-Year Exposure Period (Between 1991/1993 and 1997/1999) | Participants with CRP Measures | ||
|---|---|---|---|
| % Difference | SE | ||
| Maintaining high score vs maintaining low score | |||
| Model 1 | −17.1 | 3.3 | <.001 |
| Model 2 | −12.4 | 3.1 | <.001 |
| Improving score vs maintaining low score | |||
| Model 1 | −12.2 | 4.3 | .0023 |
| Model 2 | −12.2 | 3.9 | .0010 |
| Deteriorating score vs maintaining high score | |||
| Model 1 | 18.6 | 4.5 | .0001 |
| Model 2 | 13.2 | 4.1 | .0027 |
Model 1: partially adjusted model: adjusted for sex, age, ethnic group, socioeconomic status, and use of anti-inflammatory drugs. Model 2: fully adjusted model: adjusted as in Model 1 + living alone, smoking status, physical activity, total energy intake, hypertension, body mass index, diabetes, coronary heart diseases, and high-density lipoprotein cholesterol. % difference (exp[linear regression coefficient] – 1)*100; a negative percentage difference expressed the percentage reduction in CRP levels in the relevant exposure group compared with the reference group.
AHEI = Alternative Healthy Eating Index; CRP = C-reactive protein; SE = standard error.
Association between Interleukin-6 Assessed in 1991/1993 and Alternative Healthy Eating Index Score and Its Subsequent Change over the Follow-up
| IL-6 Measured in 1991/1993 | 6-Year Change in AHEI Score between 1991/1993 and 1997/1999 | 11-Year Change in AHEI Score between 1991/1993 and 2002-2004 | ||||||
|---|---|---|---|---|---|---|---|---|
| n | β | SE | n | β | SE | |||
| Model adjusted for age, sex, ethnicity, SES, and use of anti-inflammatory drugs in 1991/1993 | 4654 | 0.066 | 0.078 | .40 | 3830 | 0.111 | 0.096 | .25 |
AHEI = Alternative Healthy Eating Index; IL = interleukin; SE = standard error; SES = socioeconomic status.
Association between Change∗ in Alternative Healthy Eating Index Score over the 6-Year Exposure Period and Long-term Interleukin-6 Measured Twice over the Subsequent 5-Year Follow-up Period: Supplementary Analyses
| Change | Participants with IL-6 Measures Available at 1997/1999 or 2002/2004 | ||
|---|---|---|---|
| % Difference | SE | ||
| Maintaining high score vs maintaining low score | |||
| Model 1 | −7.7 | 2.1 | .0001 |
| Model 2 | −4.2 | 2.0 | .0311 |
| Improving score vs maintaining low score | |||
| Model 1 | −7.0 | 2.2 | .0010 |
| Model 2 | −5.1 | 2.1 | .0128 |
| Deteriorating score vs maintaining high score | |||
| Model 1 | −4.1 | 3.0 | .1596 |
| Model 2 | −4.4 | 2.8 | .1090 |
Model 1: partially adjusted model: adjusted for sex, age, ethnic group, socioeconomic status, and use of anti-inflammatory drugs. Model 2: fully adjusted model: adjusted as in model 1 + living alone, smoking status, physical activity, total energy intake, hypertension, body mass index, diabetes, coronary heart diseases, and high-density lipoprotein cholesterol. % difference (exp[linear regression coefficient] – 1)*100; a negative percentage difference expressed the percentage reduction in IL-6 levels in the relevant exposure group compared with the reference group.
AHEI = Alternative Healthy Eating Index; IL = interleukin; SE = standard error.
To analyze sustained adherence to a healthy diet and improvements in diet, AHEI scores in 1991/1993 and 1997/1999 were categorized as high or low according to the highest quartile of AHEI score in 1991/1993. Thus, 4 categories of change in AHEI score over a 6-year period were defined: participants who maintained a high score (1991/1993 and 1997/1999 scores ≥59.5, n = 740), participants who maintained a low score (1991/1993 and 1997/1999 scores <59.5, n = 2804), participants whose AHEI score improved (1991/1993 score <59.5 and 1997/1999 score≥59.5, n = 612), and participants whose AHEI score deteriorated (1991/1993 score ≥59.5 and 1997/1999 score <59.5 points, n = 444).