| Literature DB >> 26160366 |
Liana C Del Gobbo1, Shadi Kalantarian2, Fumiaki Imamura3, Rozenn Lemaitre4, David S Siscovick5, Bruce M Psaty6, Dariush Mozaffarian7.
Abstract
OBJECTIVES: The goal of this study was to determine the relative contribution of major lifestyle factors on the development of heart failure (HF) in older adults.Entities:
Keywords: diet; heart failure; lifestyle; nutrition; physical activity; sodium
Mesh:
Year: 2015 PMID: 26160366 PMCID: PMC4508377 DOI: 10.1016/j.jchf.2015.02.009
Source DB: PubMed Journal: JACC Heart Fail ISSN: 2213-1779 Impact factor: 12.035
Characteristics of Older Adults by Diet-Quality Scores (n = 4,490)∗
| Biologic | DASH | AHEI | AHA 2020 | |||||
|---|---|---|---|---|---|---|---|---|
| Quintile 1 | Quintile 5 | Quintile 1 | Quintile 5 | Quintile 1 | Quintile 5 | Quintile 1 | Quintile 5 | |
| Diet score | 21.1 ± 2.5 | 39.4 ± 2.3 | 16.7 ± 2.1 | 31.7 ± 1.6 | 21.4 ± 4.7 | 58.8 ± 5.3 | 33.6 ± 6.2 | 66.6 ± 2.9 |
| Range | 11–24 | 37–49 | 9–19 | 30–38 | 5.5–27.5 | 52.5–80.5 | 7–37 | 63–77 |
| Standard score | 42.2 (5.0) | 78.8 (4.6) | 41.8 (5.3) | 79.3 (4.0) | 24.7 (5.4) | 67.0 (6.0) | 42 (7.8) | 83.3 (3.6) |
| Range | 22–48 | 74–98 | 22.5–48 | 75–95 | 6.3–31.4 | 59.9–91.8 | 8.8–46.3 | 78.8–96.3 |
| Age, yrs | 72.5 ± 5.5 | 71.7 ± 4.9 | 72.1 ± 5.3 | 72.0 ± 5.1 | 72.7 ± 5.6 | 71.6 ± 4.7 | 72.4 ± 5.6 | 71.8 ± 4.9 |
| Sex | ||||||||
| Male | 58.3 | 23.7 | 59.2 | 33.6 | 56.3 | 29.6 | 55.8 | 33.4 |
| Female | 41.6 | 76.3 | 40.8 | 66.4 | 43.5 | 70.4 | 44.2 | 67.6 |
| Race | ||||||||
| Caucasian | 89.2 | 87.6 | 88.6 | 88.7 | 88.3 | 91.9 | 88.8 | 90.8 |
| Non-Caucasian | 10.8 | 12.3 | 11.4 | 10.9 | 11.7 | 8.1 | 11.2 | 9.2 |
| Education | ||||||||
| <High school | 40.2 | 16.8 | 31.3 | 25.2 | 46.2 | 11.0 | 37.5 | 20.5 |
| High school | 33.4 | 38.3 | 35.3 | 38.1 | 31.9 | 33.9 | 32.2 | 37.5 |
| >High school | 26.3 | 44.8 | 33.4 | 36.7 | 21.9 | 55.1 | 30.3 | 42.0 |
| Income, U.S.$/yr | ||||||||
| <25,000 | 70.3 | 52.8 | 63.4 | 59.1 | 74.9 | 42.5 | 70.4 | 53.3 |
| 25,000–49,999 | 22.0 | 30.1 | 23.2 | 28.4 | 19.1 | 35.0 | 20.6 | 29.6 |
| ≥50,000 | 7.6 | 17.1 | 13.4 | 12.5 | 6.0 | 22.6 | 9.0 | 17.1 |
| Leisure activity, kcal/week | 1,703 ± 2,116 | 2091 ± 2,097 | 1,755 ± 2,109 | 2,033 ± 1,987 | 1,772 ± 2,180 | 1,938 ± 1,920 | 1,746 ± 2,129 | 1,925 ± 1,924 |
| Walking pace, mph | ||||||||
| <2 | 35.5 | 15.3 | 32.0 | 23.2 | 36.5 | 13.6 | 31.9 | 18.8 |
| 2–3 | 41.7 | 38.6 | 38.9 | 38.8 | 42.9 | 37.5 | 42.1 | 39.7 |
| >3 | 22.8 | 46.0 | 29.2 | 38.0 | 20.6 | 48.9 | 26.0 | 41.6 |
| Smoking | ||||||||
| Never | 41.9 | 48.7 | 43.1 | 51.2 | 43.1 | 46.0 | 39.1 | 52.1 |
| Former | 41.8 | 43.2 | 45.0 | 38.9 | 39.8 | 46.7 | 44.1 | 38.5 |
| Current | 16.3 | 8.0 | 11.9 | 9.6 | 17.1 | 7.0 | 16.7 | 9.3 |
| Alcohol use, drink/week | ||||||||
| 0 | 49.6 | 38.8 | 44.4 | 44.0 | 63.1 | 23.1 | 48.2 | 40.5 |
| <1 | 17.7 | 21.4 | 17.4 | 19.3 | 15.5 | 23.4 | 17.2 | 21.6 |
| 1–3 | 14.6 | 15.6 | 16.2 | 13.1 | 6.9 | 22.2 | 12.7 | 14.2 |
| >3 | 18.0 | 24.2 | 22.0 | 23.6 | 14.4 | 31.3 | 21.9 | 23.8 |
| BMI, kg/m2 | ||||||||
| <22.0 | 4.8 | 4.0 | 3.4 | 4.5 | 5.3 | 4.4 | 5.8 | 3.8 |
| 22.0–24.9 | 34.2 | 35.3 | 34.0 | 34.4 | 33.3 | 39.9 | 34.7 | 32.5 |
| 25.0–29.9 | 42.7 | 42.6 | 42.8 | 40.3 | 40.1 | 43.2 | 42.2 | 44.3 |
| ≥30.0 | 18.3 | 18.1 | 20.8 | 20.8 | 21.3 | 13.5 | 18.3 | 20.4 |
| Blood pressure, mm Hg | ||||||||
| SBP | 139 ± 20 | 135 ± 19 | 139 ± 20 | 136 ± 18 | 140 ± 21 | 135 ± 19 | 139 ± 20 | 136 ± 19 |
| DBP | 72 ± 11 | 68 ± 13 | 72 ± 12 | 68 ± 12 | 72 ± 12 | 69 ± 12 | 72 ± 12 | 69 ± 11 |
| Prevalent hypertension | 41.7 | 40.9 | 40.7 | 42.0 | 42.8 | 38.1 | 39.2 | 42.8 |
| CHD | 15.8 | 16.7 | 15.3 | 16.7 | 14.9 | 16.3 | 16.4 | 16.9 |
| Diabetes | 21.9 | 17.9 | 21.9 | 18.3 | 23.5 | 14.1 | 23.4 | 18.8 |
Values are mean ± SD, range, or %. Dietary components of the Biologic pattern included: 1) fruits; 2) vegetables; 3) whole grains; 4) fish; 5) polyunsaturated to saturated fat ratio; 6) nuts/seeds; 7) red and processed meats; 8) sugar-sweetened beverages; 9) transfat; and 10) sodium. For DASH (Dietary Approaches to Stop Hypertension): 1) low-fat dairy; 2) fruits; 3) vegetables; 4) nuts and legumes; 5) whole grains; 6) red and processed meats; 7) sugar-sweetened beverages; 8) and sodium. For Alternative Healthy Eating Index (AHEI): 1) fruits; 2) vegetables; 3) nuts and soy protein; 4) cereal fiber; 5) polyunsaturated to saturated fat ratio; 6) transfat; 7) alcohol; 8) long-term multivitamin use; and 9) white:red meat ratio. For American Heart Association 2020 dietary goals score (AHA 2020): 1) fruits and vegetables; 2) fish; 3) fiber-rich whole grains; 4) nuts, legumes, and seeds; 5) sodium; 6) sugar-sweetened beverages; 7) processed meats; and 8) saturated fat. For scoring of dietary patterns, see Online Table 1.
BMI = body mass index; CHD = coronary heart disease; DBP = diastolic blood pressure; SBP = systolic blood pressure.
Points obtained of a maximum score of 50 for the Biologic pattern, 40 for DASH, 87.5 for AHEI, and 80 for the AHA 2020 pattern. Standardized scores were scaled to a maximum score of 100 points.
Missing values for income (6.3% missing) were imputed using data on age, sex, race, and enrollment site.
Hazard Ratios (95% CI) for Incident HF by Quintiles of Diet-Quality Scores in Older U.S. Adults (n = 4,490)
| Quintiles of Diet-Quality Scores | p Value for Trend | |||||
|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | ||
| Biologic | ||||||
| Cases/person–yrs | 254/9,702 | 310/9,903 | 208/10,539 | 257/10,632 | 218/11,073 | |
| Multivariate | 1.00 (ref) | 1.21 (1.03–1.43) | 1.08 (0.91–1.28) | 1.12 (0.94–1.34) | 1.04 (0.89–1.31) | 0.96 |
| + Mediator adjusted | 1.00 (ref) | 1.18 (1.00–1.39) | 1.05 (0.88–1.24) | 1.08 (0.91–1.28) | 0.99 (0.82–1.19) | 0.62 |
| DASH | ||||||
| Cases/person–yrs | 284/10,261 | 330/11,968 | 268/10,271 | 263/9,698 | 235/9,652 | |
| Multivariate | 1.00 (ref) | 1.12 (0.96–1.32) | 1.12 (0.95–1.33) | 1.23 (1.03–1.26) | 1.11 (0.93–1.33) | 0.12 |
| + Mediator adjusted | 1.00 (ref) | 1.11 (0.95–1.31) | 1.06 (0.90–1.26) | 1.19 (1.00–1.41) | 1.05 (0.88–1.26) | 0.36 |
| AHEI | ||||||
| Cases/person–yrs | 301/9,655 | 290/9,779 | 303/11,274 | 258/10,270 | 228/11,445 | |
| Multivariate | 1.0 (ref) | 1.06 (0.90–1.25) | 1.04 (0.88–1.22) | 1.04 (0.87–1.24) | 0.94 (0.78–1.14) | 0.51 |
| + Mediator adjusted | 1.00 (ref) | 1.01 (0.86–1.19) | 1.01 (0.85–1.19) | 1.00 (0.85–1.20) | 0.90 (0.74–1.09) | 0.33 |
| AHA 2020 | ||||||
| Cases/person–yrs | 281/9,766 | 283/10,569 | 309/10,368 | 267/11,100 | 240/10,618 | |
| Multivariate | 1.00 (ref) | 1.02 (0.86–1.21) | 1.19 (1.01–1.40) | 1.09 (0.92–1.30) | 1.01 (0.84–1.21) | 0.57 |
| + Mediator adjusted | 1.00 (ref) | 1.04 (0.88–1.22) | 1.15 (0.97–1.35) | 1.05 (0.89–1.25) | 0.96 (0.80–1.15) | 0.88 |
Values are hazard ratio (HR) (95% confidence intervals [CI]) based on cumulatively averaged a priori score, DASH score, the AHEI score, and the AHA 2020 score.
HF = heart failure; other abbreviations as in Table 1.
Linear trend was tested by assigning the median value to participants in each quintile and entering this into the model as a continuous variable.
Biologic dietary pattern comprised 10 components: 1) fruits; 2) vegetables; 3) whole grains; 4) fish; 5) polyunsaturated to saturated fat ratio; 6) nuts/seeds; 7) red and processed meats; 8) sugar-sweetened beverages; 9) transfat; and 10) sodium. For scoring of dietary patterns, see Online Table 1.
DASH dietary pattern comprised 8 components: 1) low-fat dairy; 2) fruits; 3) vegetables; 4) nuts and legumes; 5) whole grains; 6) red and processed meats; 7) sugar-sweetened beverages; and 8) sodium.
AHEI dietary pattern comprised 9 components: 1) fruits; 2) vegetables; 3) nuts and soy protein; 4) cereal fiber; 5) polyunsaturated to saturated fat ratio; 6) transfat; 7) alcohol; 8) long-term multivitamin use; 9) white to red meat ratio.
AHA 2020 dietary pattern comprised 8 components: 1) fruits and vegetables; 2) fish; 3) fiber-rich whole grains; 4) nuts, legumes, and seeds; 5) sodium; 6) sugar-sweetened beverages; 7) processed meats; and 8) saturated fat.
Multivariate model: adjusted for age (years), sex (male vs. female), race (Caucasian vs. non-Caucasian), enrollment site (4 clinics), education (less than high school, high school, more than high school), annual income (<$25,000, $25,000 to $49,999, >$50,000), kilocalorie of physical activity (quintiles), walking pace (<2, 2 to 3, >3 mph), smoking (never, former, current), alcohol intake (0, <1, 1 to 2, ≥3 drinks/week).
Mediator adjusted: Multivariate model + additional adjustment for potential mediators, including body mass index (kilograms divided by square meters), prevalent treated hypertension (yes vs. no), prevalent diabetes mellitus (yes vs. no), prevalent coronary heart disease (yes vs. no). Additional adjustment for other potential mediators, such as fasting glucose, fasting insulin, blood pressure, triglycerides, or C-reactive protein to the mediator-adjusted model had no influence on model estimates and were not included in mediator-adjusted models.
Figure 1Risk of Incident HF According to Number of Low-Risk Lifestyle Factors in Older Adults (n = 4,490)
Low-risk lifestyle factors included walking pace ≥2 mph, leisure activity ≥850 kcal/week, no current smoking, ≥1 drink/week of alcohol, and a body mass index <30 kg/m2. Risk estimates were adjusted for age (years), sex (male vs. female), race (Caucasian vs. non-Caucasian), enrollment site (4 clinics), education (less than high school, high school, more than high school), annual income (<$25,000, $25,000 to $49,999, >$50,000). HF = heart failure; RR = risk ratio.
Relative Risk of Incident HF by Lifestyle Factors and Adiposity in U.S. Older Adults (n = 4,490)
| % of Total Participants | Person-Years of Follow-Up | HF Cases | Multivariate Model | Multivariate + Lifestyle Model | Population Attributable Risk | |
|---|---|---|---|---|---|---|
| Healthy diet pattern | ||||||
| Lower 2 quintiles | 36.1 | 19,605 | 583 | 1.00 (ref) | 1.00 (ref) | |
| Upper 3 quintiles | 63.9 | 32,244 | 797 | 0.91 (0.81 to 1.02) | 0.98 (0.87 to 1.09) | 0 (–3 to – 5) |
| Walking pace, mph | ||||||
| <2 | 28.6 | 12,770 | 454 | 1.00 (ref) | 1.00 (ref) | |
| ≥2 | 71.4 | 39,079 | 926 | 0.72 (0.64 to 0.81) | 0.80 (0.71 to 0.90) | 7 (3 to 11) |
| Leisure activity, kcal/week | ||||||
| <845 | 41.2 | 19,775 | 624 | 1.00 (ref) | 1.0 (ref) | |
| ≥845 | 58.8 | 32,074 | 756 | 0.72 (0.64 to 0.80) | 0.78 (0.69 to 0.87) | 11 (6 to 15) |
| Smoking | ||||||
| Current | 11.6 | 5,452 | 149 | 1.00 (ref) | 1.00 (ref) | |
| Never or former | 88.4 | 4,6397 | 1,231 | 0.77 (0.65 to 0.92) | 0.71 (0.59 to 0.88) | 5 (2 to 7) |
| Alcohol intake | ||||||
| <1 | 72.3 | 36,803 | 1,040 | 1.00 (ref) | 1.00 (ref) | |
| ≥1 | 27.7 | 15,045 | 340 | 0.78 (0.68 to 0.88) | 0.77 (0.67 to 0.88) | 18 (9 to 26) |
| Body mass index, kg/m2 | ||||||
| ≥30.0 | 19.2 | 10,050 | 336 | 1.00 (ref) | 1.00 (ref) | |
| <30.0 | 80.8 | 41,799 | 1,044 | 0.66 (0.62 to 0.82) | 0.70 (0.61 to 0.80) | 8 (5 to 11) |
| Low-risk factors | ||||||
| <4 low-risk factors | 62.0 | 32,184 | 773 | 1.00 (ref) | 1.00 (ref) | 23 (14 to 26) |
| ≥4 | 38.0 | 19,665 | 607 | 0.54 (0.40 to 0.66) | 0.55 (0.42 to 0.74) |
Values are HR (95% CI) based on cumulatively updated exposures.
Abbreviations as in Table 2.
The multivariate model was adjusted for age (years), sex (male vs. female), race (Caucasian vs. non-Caucasian), enrollment site (4 clinics), education (less than high school, high school, more than high school), annual income (<$25,000, $25,000 to $49,999, >$50,000).
The multivariate + lifestyle model was mutually adjusted for other lifestyle factors in the table (categorization: healthy diet pattern [quintiles], leisure activity, kilocalories per week [quintiles], walking pace [<2, 2 to 3, >3 mph], smoking [never, former, current], alcohol intake [0, <1, 1 to 3, ≥3 drinks/week], body mass index [kilogram divided by square meter]).
The population attributable risk is the percentage of new cases of heart failure in the population attributable to nonadherence to the low-risk lifestyle factor. Risk estimates from the multivariate + lifestyle model were used in calculating population attributable risk.
The Biologic pattern was used for the healthy diet score. The components of dietary pattern included fruits, vegetables, whole grains, fish/seafood, polyunsaturated to saturated fat ratio, nuts/seeds, red and processed meats, sugar-sweetened beverages, transfat, and sodium. Results were similar using DASH, AHEI, or AHA 2020 instead of the Biologic pattern.
Kilocalorie cutoff approximates amount of energy expended by adhering to Centers for Disease Control and Prevention physical activity recommendations for older adults to achieve important health benefits.
Alcohol intake was modest; <10% of adults consumed >2 drinks/week.
Figure 2Risk of Incident HF for Low-Risk Lifestyle Factors in Major Subgroups of Older Adults (n = 4,490)
Low-risk lifestyle factors included healthy diet pattern (upper 3 quintiles), walking pace ≥2 mph, leisure activity ≥850 kcal/week, no current smoking, ≥1 drink/week of alcohol intake, and a body mass index <30 kg/m2. Multivariate models for each lifestyle factor were adjusted for age (years), sex (male vs. female), race (Caucasian vs. non-Caucasian), enrollment site (4 clinics), education (less than high school, high school, more than high school), annual income (<$25,000, $25,000 to $49,999, >$50,000) and mutually adjusted for other lifestyle factors in the figure. None of the differences were significant after correcting for multiple comparisons. CHD = coronary heart disease; other abbreviations as in Figure 1.