| Literature DB >> 27052923 |
C S Kwok1, Y K Loke2, A A Welch2, R N Luben3, M A H Lentjes3, S M Boekholdt4, R Pfister5, M A Mamas6, N J Wareham7, K-T Khaw3, P K Myint8.
Abstract
BACKGROUND: We aimed to examine the association between chocolate intake and the risk of incident heart failure in a UK general population. We conducted a systematic review and meta-analysis to quantify this association. METHODS ANDEntities:
Keywords: Chocolate; Cocoa; Epidemiology; Heart failure; Meta-analysis
Mesh:
Year: 2016 PMID: 27052923 PMCID: PMC4987462 DOI: 10.1016/j.numecd.2016.01.003
Source DB: PubMed Journal: Nutr Metab Cardiovasc Dis ISSN: 0939-4753 Impact factor: 4.222
Sample characteristics by chocolate intake of 20,922 men and women of the EPIC-Norfolk cohort at the study baseline (1993–1997) and incident heart failure at respective follow up March 2009.
| Quintiles of daily chocolate intake | Quintile 1 (n = 4236) | Quintile 2 (n = 3521) | Quintile 3 (n = 4386) | Quintile 4 (n = 4582) | Quintile 5 (n = 4198) | p-value* |
|---|---|---|---|---|---|---|
| Range (g/day) | 0 | 0.6–3.4 | 3.5–6.9 | 7.0–15.5 | 15.6–98.8 | |
| Chocolate intake | 0 | 0.8 (0.6, 1.4) | 4.1 (4.1, 4.9) | 8.7 (8.0, 12.0) | 24.9 (22.1, 39.5) | |
| Chocolate singles | 0 | 0.6 (0.6,1.1) | 0.6 (0, 1.1) | 1.1 (0, 3.4) | 1.1 (0.6, 3.4) | |
| Chocolate bars | 0 | 0 | 3.5 (3.5, 3.5) | 7.0 (3.5, 7.0) | 21.5 (21.5, 21.5) | |
| Chocolate beverages | 0 | 0 (0, 0.8) | 0 (0, 0.8) | 0 (0, 5.2) | 0 (0, 5.2) | |
| Sex, women | 53 (2236) | 56 (1962) | 56 (2441) | 54 (2455) | 50 (2090) | <0.001 |
| Age, years | 60 ± 9 | 60 ± 9 | 57 ± 9 | 58 ± 9 | 57 ± 9 | <0.001 |
| Body mass index, kg/m2 | 26.4 ± 4.0 | 26.2 ± 3.8 | 26.3 ± 3.6 | 26.2 ± 3.8 | 26.1 ± 3.7 | <0.001 |
| Current smoker | 10 (428) | 10 (369) | 11 (486) | 12 (547) | 13 (564) | <0.001 |
| Self-reported diabetes | 6 (235) | 2 (60) | 1 (60) | 1 (47) | 1 (31) | <0.001 |
| Self-reported hypertension | 16 (691) | 14 (494) | 13 (590) | 13 (587) | 12 (495) | <0.001 |
| Self-reported myocardial infarction | 4 (168) | 3 (108) | 2 (108) | 2 (114) | 2 (92) | <0.001 |
| Self-reported arrhythmia | 6 (239) | 6 (194) | 4 (190) | 5 (225) | 5 (213) | 0.050 |
| Total cholesterol, mmol/L | 6.2 ± 1.2 | 6.2 ± 1.1 | 6.1 ± 1.1 | 6.2 ± 1.2 | 6.1 ± 1.2 | <0.001 |
| Systolic blood pressure, mmHg | 137 ± 18 | 136 ± 18 | 135 ± 18 | 135 ± 18 | 134 ± 17 | <0.001 |
| Heart rate, beats/minute | 71 ± 12 | 71 ± 12 | 70 ± 12 | 71 ± 12 | 71 ± 11 | 0.79 |
| <0.001 | ||||||
| I | 6 (268) | 8 (285) | 7 (318) | 7 (333) | 6 (271) | |
| II | 34 (1429) | 41 (1433) | 39 (1698) | 35 (1630) | 36 (1496) | |
| III non-manual | 16 (685) | 17 (590) | 16 (692) | 16 (754) | 17 (739) | |
| III manual | 25 (1041) | 20 (712) | 23 (1008) | 23 (1078) | 24 (996) | |
| IV | 15 (630) | 11 (398) | 13 (562) | 13 (618) | 13 (556) | |
| V | 4 (183) | 3 (103) | 2 (108) | 4 (168) | 3 (140) | |
| <0.001 | ||||||
| No qualification | 40 (1702) | 34 (1181) | 34 (1499) | 35 (1616) | 34 (1445) | |
| O-level | 10 (420) | 10 (365) | 11 (464) | 11 (514) | 11 (448) | |
| A-level | 40 (1682) | 41 (1440) | 41 (1799) | 41 (1867) | 43 (1784) | |
| Degree or higher | 10 (432) | 15 (535) | 14 (624) | 13 (584) | 12 (521) | |
| <0.001 | ||||||
| Inactive | 34 (1420) | 29 (1037) | 27 (1196) | 27 (1256) | 28 (1158) | |
| Moderately inactive | 27 (1153) | 30 (1070) | 29 (1283) | 30 (1375) | 28 (1167) | |
| Moderately active | 21 (907) | 23 (818) | 24 (1057) | 23 (1048) | 24 (1023) | |
| Active | 18 (756) | 17 (596) | 19 (850) | 20 (902) | 20 (850) | |
| Energy intake by FFQ, kJ/day | 7812 ± 2291 | 8104 ± 2265 | 8339 ± 2309 | 8928 ± 2411 | 9926 ± 2666 | <0.001 |
| Alcohol by FFQ, g/day | 8.8 ± 14.4 | 9.3 ± 13.0 | 9.2 ± 13.1 | 8.3 ± 12.0 | 8.4 ± 12.2 | <0.001 |
| Incident heart failure | 7 (302) | 6 (201) | 5 (206) | 5 (221) | 4 (171) | <0.001 |
Data are presented as mean ± SD, percentage (number) or median (IQR).
*P-value determined by analysis of variance (ANOVA) for continuous variables and χ2 test for categorical variables for differences among groups.
Hazard Ratios for incident heart failure outcome in 20,922 men and women of the EPIC-Norfolk cohort by chocolate consumption.
| Quintiles of daily chocolate intake | Quintile 1 | Quintile 2 | Quintile 3 | Quintile 4 | Quintile 5 | p-value for trend across median chocolate intake in each group |
|---|---|---|---|---|---|---|
| Model 1 | 1.00 (ref) | 0.83 (0.69–0.99) | 0.87 (0.73–1.03) | 0.78 (0.66–0.93) | 0.75 (0.62–0.91) | 0.013 |
| Model 2 | 1.00 (ref) | 0.93 (0.78–1.11) | 0.97 (0.81–1.16) | 0.89 (0.74–1.06) | 0.87 (0.71–1.06) | 0.193 |
| Model 3 | 1.00 (ref) | 0.92 (0.77–1.11) | 0.96 (0.80–1.15) | 0.89 (0.74–1.06) | 0.87 (0.71–1.06) | 0.194 |
Model 1: Age, sex adjusted.
Model 2: Age, sex, education, body mass index (per unit), social class, physical activity, smoking status, dietary energy (per kJ/day), alcohol consumption (per g/day), myocardial infarction, diabetes, arrhythmia adjusted.
Model 3: Age, sex, education, body mass index (per unit), social class, physical activity, smoking status, dietary energy (per kJ/day), alcohol consumption (per g/day), myocardial infarction, diabetes, arrhythmia, systolic blood pressure (per mmHg), cholesterol level (per mmol/L), heart rate (per beat) adjusted.
Subgroup analysis with hazard ratios for incident heart failure outcome in 20,922 men and women of the EPIC-Norfolk cohort by chocolate consumption.
| Quintiles of daily chocolate intake | Quintile 1 | Quintile 2 | Quintile 3 | Quintile 4 | Quintile 5 | Likelihood -ratio test p-value* |
|---|---|---|---|---|---|---|
| Female (n = 11,184) | 1.00 (ref) | 0.97 (0.72–1.31) | 0.96 (0.72–1.30) | 0.89 (0.66–1.21) | 0.83 (0.59–1.16) | 0.97 |
| Male (n = 9738) | 1.00 (ref) | 0.92 (0.73–1.16) | 0.97 (0.78–1.22) | 0.90 (0.72–1.13) | 0.89 (0.69–1.14) | |
| Age <65 years (n = 14,696) | 1.00 (ref) | 0.90 (0.63–1.29) | 0.85 (0.62–1.18) | 0.83 (0.59–1.16) | 0.74 (0.52–1.05) | 0.56 |
| Age ≥65 years (n = 6226) | 1.00 (ref) | 0.96 (0.78–1.18) | 0.93 (0.75–1.15) | 0.89 (0.72–1.09) | 0.82 (0.66–1.06) | |
| BMI <25 km/m2 (n = 8379) | 1.00 (ref) | 1.26 (0.91–1.75) | 1.14 (0.81–1.63) | 0.95 (0.66–1.35) | 1.09 (0.76–1.56) | 0.38 |
| BMI ≥25 km/m2 (n = 12,543) | 1.00 (ref) | 0.83 (0.67–1.03) | 0.91 (0.74–1.13) | 0.87 (0.71–1.07) | 0.79 (0.62–1.00) | |
| Inactive (n = 12,115) | 1.00 (ref) | 0.87 (0.70–1.08) | 0.91 (0.74–1.13) | 0.87 (0.70–1.07) | 0.86 (0.68–1.09) | 0.99 |
| Active (n = 8807) | 1.00 (ref) | 1.12 (0.79–1.58) | 1.12 (0.79–1.57) | 0.95 (0.67–1.34) | 0.91 (0.62–1.33) | |
| Low energy intake (n = 10,457) | 1.00 (ref) | 0.89 (0.70–1.13) | 0.90 (0.71–1.15) | 0.76 (0.59–0.99) | 0.68 (0.47–0.97) | 0.58 |
| High energy intake (n = 10,465) | 1.00 (ref) | 0.97 (0.74–1.29) | 1.04 (0.79–1.35) | 0.95 (0.74–1.22) | 0.93 (0.72–1.20) | |
| No prior MI (n = 20,332) | 1.00 (ref) | 0.96 (0.79–1.16) | 0.98 (0.81–1.19) | 0.91 (0.75–1.10) | 0.88 (0.71–1.09) | 0.98 |
| Prior MI (n = 590) | 1.00 (ref) | 0.80 (0.47–1.34) | 0.93 (0.58–1.49) | 0.76 (0.46–1.28) | 0.78 (0.43–1.42) | |
| No prior diabetes (n = 20,489) | 1.00 (ref) | 0.95 (0.79–1.15) | 1.01 (0.84–1.22) | 0.91 (0.75–1.09) | 0.90 (0.73–1.10) | 0.55 |
| Prior diabetes (n = 433) | 1.00 (ref) | 0.93 (0.49–1.77) | 0.54 (0.25–1.20) | 0.74 (0.34–1.61) | 0.50 (0.15–1.65) | |
| No prior arrhythmia (n = 19,861) | 1.00 (ref) | 0.96 (0.79–1.17) | 1.03 (0.85–1.24) | 0.92 (0.76–1.11) | 0.89 (0.72–1.10) | 0.45 |
| Prior arrhythmia (n = 1061) | 1.00 (ref) | 0.69 (0.40–1.17) | 0.55 (0.30–1.01) | 0.81 (0.47–1.38) | 0.76 (0.44–1.32) |
Adjusted for age, sex, education, body mass index (per unit), social class, physical activity, smoking status, dietary energy (per kJ/day), alcohol consumption (per g/day), myocardial infarction, diabetes, and arrhythmia.
* P-value reflects the comparison of the models without and with the interaction term (Please note, the HR presented in the table are from the stratified analysis).
Figure 1Search strategy and study selection.
Studies of chocolate and heart failure.
| Study | Design, Country | Types of participants | Number of participants | Exposure ascertainment | Outcome ascertainment | Use of adjustments | Results |
|---|---|---|---|---|---|---|---|
| Janszky 2009 | Cohort study, Sweden | Non-diabetic participants post acute myocardial infarction in Stockholm Heart Epidemiology Program. | 1169 | Self-reported usual chocolate consumption. | Congestive heart failure events based on ICD-9 and 10 codes. | Adjusted for age, sex, smoking, obesity, physical inactivity, alcohol use, coffee intake, education and sweet score. | Congestive heart failure with less than once per month chocolate adjusted HR 0.82 (0.56–1.19), up to once per week chocolate adjusted HR 0.68 (0.47–0.97), twice or more a week chocolate adjusted HR 0.78 (0.52–1.16) compared to never consumption of chocolate. |
| Lewis 2010 | Post-hoc analysis of RCT, Australia | Older women randomized to calcium supplementation. | 1216 | Chocolate consumption using validated questionnaire. | Heart failure events based on ICD-10-AM codes. | Adjusted for age, body mass index, socioeconomic status and energy intake. | Chocolate serving/week ≥1 vs <1: event rate 18/637 (2.8%) vs 35/579 (6%); adjusted OR 0.41 0.22–0.76, p = 0.01. |
| Mostofsky 2010 | Cohort study, Sweden | Middle-aged and elderly women in Swedish Mammography Cohort. | 31,823 | Chocolate consumption using food frequency questionnaire. | Heart failure events based on ICD-9 and 10 codes. | Adjusted for total energy, age, education, body mass index, physical activity, smoking, living alone, postmenopausal hormone use, alcohol consumption, family history, hypertension and high cholesterol. | Chocolate vs no chocolate: 1–3 serving/month HR 0.74 (0.58–0.95), 1–2 serving/week HR 0.68 (0.50–0.93), 3–6 servings/week HR 1.09 (0.74–1.62), ≥1 serving/day HR 1.23 (0.73–2.08). |
| Petrone 2014 | Post-hoc analysis of RCT, USA. | US male physicians who were randomized to low-dose aspirin. β-carotene, vitamin C, E and multivitamin in the Physicians' Health Study. | 20,278 | Chocolate consumption using food frequency questionnaire. | Heart failure based on annual follow-up questionnaires mailed to each participant and diagnoses were previously validated by reviewing medical records in a subsample. | Adjusted for age, BMI, alcohol consumption, smoking, exercise, caloric intake and prevalent atrial fibrillation. | Chocolate intake frequency and heart failure (Model 1): |
| Current study | Cohort study, United Kingdom | General population. | 20,987 | Chocolate consumption based on food frequency questionnaire. | Incident heart failure events based on linkage to admissions database. | Adjusted for age, education level, social class, physical activity, smoking status, body mass index, myocardial infarction, diabetes, arrhythmia, dietary energy and alcohol consumption. | Chocolate consumption in highest vs lowest quintile: entire cohort adjusted HR 0.85 95%CI 0.71–1.05. Subgroup of women adjusted HR 0.81 (0.58–1.13) and subgroup of men adjusted HR 0.89 (0.69–1.14). |
Figure 2Meta-analysis of chocolate consumption and incident heart failure.