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Kanukula R, McKenzie JE, Bero L, Dai Z, McDonald S, Kroeger CM, Korevaar E, Forbes A, Page MJ. Investigation of bias due to selective inclusion of study effect estimates in meta-analyses of nutrition research. Res Synth Methods 2024; 15:524-542. [PMID: 38316613 DOI: 10.1002/jrsm.1706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 12/14/2023] [Accepted: 01/04/2024] [Indexed: 02/07/2024]
Abstract
We aimed to explore, in a sample of systematic reviews (SRs) with meta-analyses of the association between food/diet and health-related outcomes, whether systematic reviewers selectively included study effect estimates in meta-analyses when multiple effect estimates were available. We randomly selected SRs of food/diet and health-related outcomes published between January 2018 and June 2019. We selected the first presented meta-analysis in each review (index meta-analysis), and extracted from study reports all study effect estimates that were eligible for inclusion in the meta-analysis. We calculated the Potential Bias Index (PBI) to quantify and test for evidence of selective inclusion. The PBI ranges from 0 to 1; values above or below 0.5 suggest selective inclusion of effect estimates more or less favourable to the intervention, respectively. We also compared the index meta-analytic estimate to the median of a randomly constructed distribution of meta-analytic estimates (i.e., the estimate expected when there is no selective inclusion). Thirty-nine SRs with 312 studies were included. The estimated PBI was 0.49 (95% CI 0.42-0.55), suggesting that the selection of study effect estimates from those reported was consistent with a process of random selection. In addition, the index meta-analytic effect estimates were similar, on average, to what we would expect to see in meta-analyses generated when there was no selective inclusion. Despite this, we recommend that systematic reviewers report the methods used to select effect estimates to include in meta-analyses, which can help readers understand the risk of selective inclusion bias in the SRs.
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Affiliation(s)
- Raju Kanukula
- Methods in Evidence Synthesis Unit, School of Public Health and Preventative Medicine, Monash University, Melbourne, Victoria, Australia
| | - Joanne E McKenzie
- Methods in Evidence Synthesis Unit, School of Public Health and Preventative Medicine, Monash University, Melbourne, Victoria, Australia
| | - Lisa Bero
- Center for Bioethics and Humanities, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Zhaoli Dai
- Charles Perkins Centre, School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia
| | - Sally McDonald
- Charles Perkins Centre, School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia
| | - Cynthia M Kroeger
- Charles Perkins Centre, Central Clinical School, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia
| | - Elizabeth Korevaar
- Methods in Evidence Synthesis Unit, School of Public Health and Preventative Medicine, Monash University, Melbourne, Victoria, Australia
| | - Andrew Forbes
- Methods in Evidence Synthesis Unit, School of Public Health and Preventative Medicine, Monash University, Melbourne, Victoria, Australia
| | - Matthew J Page
- Methods in Evidence Synthesis Unit, School of Public Health and Preventative Medicine, Monash University, Melbourne, Victoria, Australia
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Kanukula R, McKenzie JE, Cashin AG, Korevaar E, McDonald S, Mello AT, Nguyen PY, Saldanha IJ, Wewege MA, Page MJ. Variation observed in consensus judgments between pairs of reviewers when assessing the risk of bias due to missing evidence in a sample of published meta-analyses of nutrition research. J Clin Epidemiol 2024; 166:111244. [PMID: 38142761 DOI: 10.1016/j.jclinepi.2023.111244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 11/18/2023] [Accepted: 12/19/2023] [Indexed: 12/26/2023]
Abstract
OBJECTIVES To evaluate the risk of bias due to missing evidence in a sample of published meta-analyses of nutrition research using the Risk Of Bias due to Missing Evidence (ROB-ME) tool and determine inter-rater agreement in assessments. STUDY DESIGN AND SETTING We assembled a random sample of 42 meta-analyses of nutrition research. Eight assessors were randomly assigned to one of four pairs. Each pair assessed 21 randomly assigned meta-analyses, and each meta-analysis was assessed by two pairs. We calculated raw percentage agreement and chance corrected agreement using Gwet's Agreement Coefficient (AC) in consensus judgments between pairs. RESULTS Across the eight signaling questions in the ROB-ME tool, raw percentage agreement ranged from 52% to 100%, and Gwet's AC ranged from 0.39 to 0.76. For the risk-of-bias judgment, the raw percentage agreement was 76% (95% confidence interval 60% to 92%) and Gwet's AC was 0.47 (95% confidence interval 0.14 to 0.80). In seven (17%) meta-analyses, either one or both pairs judged the risk of bias due to missing evidence as "low risk". CONCLUSION Our findings indicated substantial variation in assessments in consensus judgments between pairs for the signaling questions and overall risk-of-bias judgments. More tutorials and training are needed to help researchers apply the ROB-ME tool more consistently.
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Affiliation(s)
- Raju Kanukula
- Methods in Evidence Synthesis Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Joanne E McKenzie
- Methods in Evidence Synthesis Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Aidan G Cashin
- Centre for Pain IMPACT, Neuroscience Research Australia, Sydney, NSW, Australia; School of Health Sciences, Faculty of Medicine & Health, University of New South Wales, Sydney, NSW, Australia
| | - Elizabeth Korevaar
- Methods in Evidence Synthesis Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Sally McDonald
- Charles Perkins Centre, School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Arthur T Mello
- Post-Graduate Program in Nutrition, Federal University of Santa Catarina, Florianopolis, Santa Catarina, Brazil
| | - Phi-Yen Nguyen
- Methods in Evidence Synthesis Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Ian J Saldanha
- Center for Clinical Trials and Evidence Synthesis, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Michael A Wewege
- Centre for Pain IMPACT, Neuroscience Research Australia, Sydney, NSW, Australia; School of Health Sciences, Faculty of Medicine & Health, University of New South Wales, Sydney, NSW, Australia
| | - Matthew J Page
- Methods in Evidence Synthesis Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.
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Stauber A, Müller A, Rommers N, Aeschbacher S, Rodondi N, Bonati LH, Beer JH, Jeger RV, Kurz DJ, Liedtke C, Ammann P, Di Valentino M, Chocano P, Kobza R, Kühne M, Conen D, Osswald S, Bernheim AM. Association of chocolate consumption with neurological and cardiovascular outcomes in atrial fibrillation: data from two Swiss atrial fibrillation cohort studies (Swiss-AF and BEAT-AF). Swiss Med Wkly 2023; 153:40109. [PMID: 37609948 DOI: 10.57187/smw.2023.40109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/24/2023] Open
Abstract
AIM To assess the associations of chocolate consumption with neurocognitive function, brain lesions on magnetic resonance imaging (MRI), and cardiovascular outcome in patients with atrial fibrillation (AF). METHODS We analysed data from patients of two prospective multicentre Swiss atrial fibrillation cohort studies (Swiss-AF) and (BEAT-AF). Assessments of MRI findings and neurocognitive function were performed only in the Swiss-AF population (in 1727 of 2415 patients [71.5%] with a complete data set), as patients enrolled in BEAT-AF were not systematically evaluated for these outcomes. Otherwise, the two cohorts had an equivalent set of clinical assessments. Clinical outcome analysis was performed in 3931 patients of both cohorts. Chocolate consumption was assessed by questionnaire. Patients were categorised as no/low chocolate consumption (No/Low-Ch) ≤1 servings/week, moderate chocolate consumption (Mod-Ch) >1-6 servings/week, and high chocolate consumption (High-Ch) >6 servings/week, respectively. Brain lesions were evaluated by MRI. Assessment of cognitive function was performed by neurocognitive functional testing and included global cognition measurement with a cognitive construct score. Cerebral MRI and cognition were evaluated at baseline. Cross-sectional associations between chocolate consumption and MRI findings were analysed by multivariate logistic regression models and associations with neurocognitive function by multivariate linear regression models. Clinical outcome events during follow-up were recorded and assessed by a clinical event committee. The associations between chocolate consumption and clinical outcomes were evaluated by Cox regression models. The median follow-up time was 6 years. RESULTS Chocolate consumption was not associated with prevalence or volume of vascular brain lesions on MRI, nor major adverse cardiac events (ischaemic stroke, myocardial infarction, cardiovascular death). However, No/Low-Ch was independently associated with a lower cognitive construct score compared to Mod-Ch (No/Low-Ch vs. Mod-Ch: coeff. -0.05, 95% CI -0.10-0), whereas other neurocognitive function tests were not independently associated with chocolate consumption categories. In addition, there was a higher risk of heart failure hospitalisation (No/Low-Ch vs. Mod-Ch: HR 1.24, 95% CI 1.01-1.52) and of all-cause mortality (No/Low-Ch vs. Mod-Ch: HR 1.29, 95% CI 1.06-1.58) in No/Low-Ch compared to Mod-Ch. No significant associations with the evaluated outcomes were observed when High-Ch was compared to Mod-Ch. CONCLUSION While chocolate consumption was not associated with MRI findings and major adverse cardiac events in an atrial fibrillation population, No/Low-Ch was associated with a lower cognitive construct score, higher risk of heart failure hospitalisation and increased all-cause mortality compared to Mod-Ch. CLINICALTRIALS gov Identifier: NCT02105844.
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Affiliation(s)
- Annina Stauber
- Department of Cardiology, Triemli Hospital Zurich, Zurich, Switzerland
| | - Andreas Müller
- Department of Cardiology, Triemli Hospital Zurich, Zurich, Switzerland
| | - Nikki Rommers
- Cardiovascular Research Institute Basel, University Hospital Basel, Basel, Switzerland
- Department of Clinical Research, University of Basel, Basel, Switzerland
| | - Stefanie Aeschbacher
- Cardiovascular Research Institute Basel, University Hospital Basel, Basel, Switzerland
- Cardiology Division, Department of Medicine, University of Basel, Basel, Switzerland
| | - Nicolas Rodondi
- Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland
- Department of General Internal Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Leo H Bonati
- Neurology Division and Stroke Centre, Department of Clinical Research, University Hospital Basel, Basel, Switzerland
| | - Juerg H Beer
- Department of Medicine, Cantonal Hospital of Baden, Baden, Switzerland
- Molecular Cardiology, University Hospital Zurich, Zurich, Switzerland
| | - Raban V Jeger
- Department of Cardiology, Triemli Hospital Zurich, Zurich, Switzerland
| | - David J Kurz
- Department of Cardiology, Triemli Hospital Zurich, Zurich, Switzerland
| | - Claudia Liedtke
- Department of Cardiology, Triemli Hospital Zurich, Zurich, Switzerland
| | - Peter Ammann
- Department of Cardiology, Kantonsspital St Gallen, St. Gallen, Switzerland
| | | | - Patricia Chocano
- Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland
| | - Richard Kobza
- Department of Cardiology, Luzerner Kantonsspital, Luzern, Switzerland
| | - Michael Kühne
- Cardiovascular Research Institute Basel, University Hospital Basel, Basel, Switzerland
- Cardiology Division, Department of Medicine, University of Basel, Basel, Switzerland
| | - David Conen
- Population Health Research Institute, McMaster University, Hamilton, Canada
| | - Stefan Osswald
- Cardiovascular Research Institute Basel, University Hospital Basel, Basel, Switzerland
- Cardiology Division, Department of Medicine, University of Basel, Basel, Switzerland
| | - Alain M Bernheim
- Department of Cardiology, Triemli Hospital Zurich, Zurich, Switzerland
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Zhao B, Gan L, Yu K, Männistö S, Huang J, Albanes D. Relationship between chocolate consumption and overall and cause-specific mortality, systematic review and updated meta-analysis. Eur J Epidemiol 2022; 37:321-333. [PMID: 35460393 DOI: 10.1007/s10654-022-00858-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 03/02/2022] [Indexed: 01/09/2023]
Abstract
Chocolate is a rich dietary source of various bioactive flavonoid compounds. Despite being one of the most popular foods worldwide, the association between chocolate consumption and long-term mortality remains unclear. The objective of this study is to determine the associations between chocolate consumption and long-term overall and cause-specific mortality, to evaluate dose-response and potential mediators, and to conduct an updated meta-analysis based on prospective cohort studies. We performed a prospective analysis in the Alpha-Tocopherol, Beta-Carotene cancer prevention (ATBC) Study with a total of 27,111 men who were recruited between 1985 and 1988 and followed through 2015. Exposure data of daily chocolate consumption was obtained from validated baseline food frequency questionnaire. Hazard ratios (HRs) and 30-year absolute risk differences (ARDs) including 95% confidence intervals (CI) for overall and cause-specific mortality were estimated using multivariable-adjusted Cox proportional hazards regression models. An updated meta-analysis of cohort studies was also conducted. During 482,807 person-years of follow-up, a total of 22,064 men died. The multivariable analyses showed a statistically significant inverse association between chocolate consumption and risk of overall mortality, with HRs of 0.91, 0.89, 0.89, and 0.88 for the increasing categories 2-5 as compared with those in the lowest category (Ptrend < 0.0001, and P for nonlinearity < 0.0001). We observed significantly lower mortality from cardiovascular disease (CVD), heart disease and cancer, representing 13%, 16% and 12% risk reductions for the highest compared to lowest chocolate category, respectively (all Ptrend ≤ 0.002; all P for nonlinearity < 0.0001). The inverse associations of chocolate consumption with risk of overall, CVD and heart disease mortality were generally consistent across cohort subgroups (e.g., body mass index and serum cholesterol). Mediation analysis showed that 4.3% of the inverse association of chocolate and overall mortality was mediated through reducing blood pressure. Within the updated meta-analysis of cohort studies (21 risk estimates, 908,390 participants and 65,407 events), greater consumption of chocolate (per 5 g/day) was associated with a lower risk of CVD incidence and mortality (pooled relative risk = 0.98, P value < 0.001; P for nonlinearity < 0.001). The predefined subgroup analyses generally revealed consistent inverse chocolate-CVD risk associations. In this prospective study, calorie-balanced greater consumption of chocolate was inversely associated with lower overall, CVD, heart disease and cancer mortality. The systematic review and meta-analysis provide support for the inverse chocolate-CVD association. Our findings may provide evidence to partially allay concerns regarding adverse health outcomes from low-to-moderate chocolate consumption.
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Affiliation(s)
- Bin Zhao
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology, Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, Hunan, 410011, China
| | - Lu Gan
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology, Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, Hunan, 410011, China
| | - Kai Yu
- Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer Institute, NIH, 9609 Medical Center Drive-6e316, Bethesda, MD, 20892, USA
| | - Satu Männistö
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Jiaqi Huang
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology, Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, Hunan, 410011, China.
- Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer Institute, NIH, 9609 Medical Center Drive-6e316, Bethesda, MD, 20892, USA.
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer Institute, NIH, 9609 Medical Center Drive-6e316, Bethesda, MD, 20892, USA.
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Mediterranean Diet: A Tool to Break the Relationship of Atrial Fibrillation with the Metabolic Syndrome and Non-Alcoholic Fatty Liver Disease. Nutrients 2022; 14:nu14061260. [PMID: 35334916 PMCID: PMC8949975 DOI: 10.3390/nu14061260] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 03/11/2022] [Accepted: 03/14/2022] [Indexed: 12/15/2022] Open
Abstract
Atrial fibrillation (AF) is the most common supraventricular arrhythmia associated with increased cardiovascular and non-cardiovascular morbidity and mortality. As multiple factors may predispose the onset of AF, the prevention of the occurrence, recurrence and complications of this arrhythmia is still challenging. In particular, a high prevalence of cardio-metabolic comorbidities such as the metabolic syndrome (MetS) and in its hepatic manifestation, the non-alcoholic fatty liver disease (NAFLD), have been described in the AF population. A common pathogenetic mechanism linking AF, MetS and NAFLD is represented by oxidative stress. For this reason, in the past decades, numerous studies have investigated the effect of different foods/nutrients with antioxidant properties for the prevention of, and their therapeutic role is still unclear. In this narrative comprehensive review, we will summarize current evidence on (1) the association between AF, MetS and NAFLD (2) the antioxidant role of Mediterranean Diet and its components for the prevention of AF and (3) the effects of Mediterranean Diet on MetS components and NAFLD.
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Cardiovascular Effects of Chocolate and Wine-Narrative Review. Nutrients 2021; 13:nu13124269. [PMID: 34959821 PMCID: PMC8704773 DOI: 10.3390/nu13124269] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 11/18/2021] [Accepted: 11/26/2021] [Indexed: 01/02/2023] Open
Abstract
The consumption of food for pleasure is mainly associated with adverse health effects. This review was carried out to verify recent reports on the impact of chocolate and wine consumption on cardiovascular health, with a particular focus on atherosclerosis. On one side, these products have proven adverse effects on the cardiovascular system, but on the other hand, if consumed in optimal amounts, they have cardiovascular benefits. The submitted data suggest that the beneficial doses are 30–50 g and 130/250 mL for chocolate and wine, respectively, for women and men. The accumulated evidence indicates that the active ingredients in the products under consideration in this review are phenolic compounds, characterized by anti-inflammatory, antioxidant, and antiplatelet properties. However, there are also some reports of cardioprotective properties of other compounds such as esters, amines, biogenic amines, amino acids, fatty acids, mineral ingredients, and vitamins. Our narrative review has shown that in meta-analyses of intervention studies, consumption of chocolate and wine was positively associated with the beneficial outcomes associated with the cardiovascular system. In contrast, the assessment with the GRADE (Grading of Recommendations Assessment, Development and Evaluation) scale did not confirm this phenomenon. In addition, mechanisms of action of bioactive compounds present in chocolate and wine depend on some factors, such as age, sex, body weight, and the presence of additional medical conditions. Patients using cardiovascular drugs simultaneously with both products should be alert to the risk of pharmacologically relevant interactions during their use. Our narrative review leads to the conclusion that there is abundant evidence to prove the beneficial impact of consuming both products on cardiovascular health, however some evidence still remains controversial. Many authors of studies included in this review postulated that well-designed, longitudinal studies should be performed to determine the effects of these products and their components on atherosclerosis and other CVD (Cardiovascular Disease) disease.
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Kanukula R, McKenzie JE, Bero L, Dai Z, McDonald S, Kroeger CM, Korevaar E, Page MJ. Methods used to select results to include in meta-analyses of nutrition research: a meta-research study. J Clin Epidemiol 2021; 142:171-183. [PMID: 34780979 DOI: 10.1016/j.jclinepi.2021.11.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 10/27/2021] [Accepted: 11/08/2021] [Indexed: 10/19/2022]
Abstract
OBJECTIVES To investigate how often review authors encounter multiple results from included studies that are eligible for inclusion in a particular meta-analysis, and how often methods to select results are specified. METHODS MEDLINE and Epistemonikos were searched (January 2018 - June 2019) to identify systematic reviews with meta-analysis of the association between food/diet and health-related outcomes. A random sample of these reviews was selected, and for the first presented ('index') meta-analysis, rules used to select effect estimates to include in this meta-analysis were extracted from the reviews and their protocols. All effect estimates from the primary studies that were eligible for inclusion in the index meta-analyses were extracted (e.g. when a study report presented effect estimates for blood pressure at 3 weeks and 6 weeks, both unadjusted and adjusted for covariates, and all were eligible for inclusion in a meta-analysis of the effect of red meat consumption on blood pressure, we extracted all estimates and classified the study as having "multiplicity of results"). RESULTS Forty-two systematic reviews with 325 studies (104 randomized, 221 non-randomized) were included; 14 reviews had a protocol. In 29% of review protocols and 69% of reviews, authors specified at least one decision rule to select effect estimates when multiple were available. In 68% of studies included in the index meta-analyses, there was at least one type of multiplicity of results. CONCLUSIONS Authors of systematic reviews of nutrition studies should anticipate encountering multiplicity of results in the included primary studies. Specification of methods to handle multiplicity when designing reviews is therefore recommended.
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Affiliation(s)
- Raju Kanukula
- School of Public Health and Preventative Medicine, Monash University, 553 St Kilda Road, Melbourne, Victoria 3004, Australia
| | - Joanne E McKenzie
- School of Public Health and Preventative Medicine, Monash University, 553 St Kilda Road, Melbourne, Victoria 3004, Australia
| | - Lisa Bero
- Center for Bioethics and Humanities, University of Colorado Anschutz Medical Campus, 13080 E. 19th Ave, Aurora, CO 80045, United States
| | - Zhaoli Dai
- Australian Institute of Health Innovation, Macquarie University, 75 Talavera Rd, North Ryde, NSW 2113, Australia; Charles Perkins Centre, School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, D17, The Hub, 6th Floor, Camperdown, NSW, 2006, Australia
| | - Sally McDonald
- Charles Perkins Centre, School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, D17, The Hub, 6th Floor, Camperdown, NSW, 2006, Australia
| | - Cynthia M Kroeger
- Charles Perkins Centre, Central Clinical School, Faculty of Medicine and Health, The University of Sydney, D17, The Hub, 6th Floor, Camperdown, NSW, 2006, Australia
| | - Elizabeth Korevaar
- School of Public Health and Preventative Medicine, Monash University, 553 St Kilda Road, Melbourne, Victoria 3004, Australia
| | - Matthew J Page
- School of Public Health and Preventative Medicine, Monash University, 553 St Kilda Road, Melbourne, Victoria 3004, Australia.
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Abstract
Modifiable risk factor management is becoming one of the 3 treatment pillars in atrial fibrillation management along with anticoagulation as well as conventional rate and rhythm control strategies. Preventive therapies, such as reducing blood pressure and treating obstructive sleep apnea, are paramount in the strategy of preventing atrial fibrillation. Identification of new modifiable risk factors and triggers also could help in the global strategy to reduce atrial fibrillation. This article covers alcohol intake, tobacco smoking, caffeine, chocolate, cannabis use, and air pollution as social risk factors related to lifestyle habits that potentially could contribute to atrial fibrillation development.
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Affiliation(s)
- Andres Klein
- Arrhythmia Service, Division of Cardiology, Department of Medicine, University of Ottawa Heart Institute, 40 Ruskin Street, Ottawa, ON K1Y 4W7, Canada
| | - Mohammad Shenasa
- Department of Cardiovascular Services, Heart and Rhythm Medical Group, 18324 Twin Creeks Road, Monte Sereno, CA 95030, USA
| | - Adrian Baranchuk
- Division of Cardiology, Queen's University, Kingston, Ontario, Canada.
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Goni L, de la O V, Barrio-López MT, Ramos P, Tercedor L, Ibañez-Criado JL, Castellanos E, Ibañez Criado A, Macias Ruiz R, García-Bolao I, Almendral J, Martínez-González MÁ, Ruiz-Canela M. A Remote Nutritional Intervention to Change the Dietary Habits of Patients Undergoing Ablation of Atrial Fibrillation: Randomized Controlled Trial. J Med Internet Res 2020; 22:e21436. [PMID: 33284131 PMCID: PMC7752535 DOI: 10.2196/21436] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 10/12/2020] [Accepted: 10/28/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The Prevention With Mediterranean Diet (PREDIMED) trial supported the effectiveness of a nutritional intervention conducted by a dietitian to prevent cardiovascular disease. However, the effect of a remote intervention to follow the Mediterranean diet has been less explored. OBJECTIVE This study aims to assess the effectiveness of a remotely provided Mediterranean diet-based nutritional intervention in obtaining favorable dietary changes in the context of a secondary prevention trial of atrial fibrillation (AF). METHODS The PREvention of recurrent arrhythmias with Mediterranean diet (PREDIMAR) study is a 2-year multicenter, randomized, controlled, single-blinded trial to assess the effect of the Mediterranean diet enriched with extra virgin olive oil (EVOO) on the prevention of atrial tachyarrhythmia recurrence after catheter ablation. Participants in sinus rhythm after ablation were randomly assigned to an intervention group (Mediterranean diet enriched with EVOO) or a control group (usual clinical care). The remote nutritional intervention included phone contacts (1 per 3 months) and web-based interventions with provision of dietary recommendations, and participants had access to a web page, a mobile app, and printed resources. The information is divided into 6 areas: Recommended foods, Menus, News and Online resources, Practical tips, Mediterranean diet classroom, and Your personal experience. At baseline and at 1-year and 2-year follow-up, the 14-item Mediterranean Diet Adherence Screener (MEDAS) questionnaire and a semiquantitative food frequency questionnaire were collected by a dietitian by phone. RESULTS A total of 720 subjects were randomized (365 to the intervention group, 355 to the control group). Up to September 2020, 560 subjects completed the first year (560/574, retention rate 95.6%) and 304 completed the second year (304/322, retention rate 94.4%) of the intervention. After 24 months of follow-up, increased adherence to the Mediterranean diet was observed in both groups, but the improvement was significantly higher in the intervention group than in the control group (net between-group difference: 1.8 points in the MEDAS questionnaire (95% CI 1.4-2.2; P<.001). Compared with the control group, the Mediterranean diet intervention group showed a significant increase in the consumption of fruits (P<.001), olive oil (P<.001), whole grain cereals (P=.002), pulses (P<.001), nuts (P<.001), white fish (P<.001), fatty fish (P<.001), and white meat (P=.007), and a significant reduction in refined cereals (P<.001), red and processed meat (P<.001), and sweets (P<.001) at 2 years of intervention. In terms of nutrients, the intervention group significantly increased their intake of omega-3 (P<.001) and fiber (P<.001), and they decreased their intake of carbohydrates (P=.02) and saturated fatty acids (P<.001) compared with the control group. CONCLUSIONS The remote nutritional intervention using a website and phone calls seems to be effective in increasing adherence to the Mediterranean diet pattern among AF patients treated with catheter ablation. TRIAL REGISTRATION ClinicalTrials.gov NCT03053843; https://www.clinicaltrials.gov/ct2/show/NCT03053843.
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Affiliation(s)
- Leticia Goni
- Department of Preventive Medicine and Public Health, University of Navarra, Instituto de Investigación Sanitaria de Navarra, Pamplona, Spain.,Fisiopatología de la Obesidad y Nutrición, Centro de Investigación Biomédica en Red, Instituto de Salud Carlos III, Madrid, Spain
| | - Víctor de la O
- Department of Preventive Medicine and Public Health, University of Navarra, Instituto de Investigación Sanitaria de Navarra, Pamplona, Spain.,Fisiopatología de la Obesidad y Nutrición, Centro de Investigación Biomédica en Red, Instituto de Salud Carlos III, Madrid, Spain
| | - M Teresa Barrio-López
- Electrophysiology Laboratory and Arrhythmia Unit, Hospital Montepríncipe, Grupo HM Hospitales, University CEU-San Pablo, Madrid, Spain
| | - Pablo Ramos
- Arrhythmia Unit, Department of Cardiology and Cardiac Surgery, Clínica Universidad de Navarra, Pamplona, Spain
| | - Luis Tercedor
- Department of Cardiology, Virgen de las Nieves University Hospital, Granada, Spain.,Biosanitary Research Institute of Granada (ibs.GRANADA), Granada, Spain
| | - Jose Luis Ibañez-Criado
- Arrhythmia Unit, Cardiology Service, Alicante Institute of Health and Biomedical Research (ISABIAL-FISABIO Foundation), University General Hospital of Alicante, Alicante, Spain
| | - Eduardo Castellanos
- Electrophysiology Laboratory and Arrhythmia Unit, Hospital Montepríncipe, Grupo HM Hospitales, University CEU-San Pablo, Madrid, Spain
| | - Alicia Ibañez Criado
- Arrhythmia Unit, Cardiology Service, Alicante Institute of Health and Biomedical Research (ISABIAL-FISABIO Foundation), University General Hospital of Alicante, Alicante, Spain
| | - Rosa Macias Ruiz
- Department of Cardiology, Virgen de las Nieves University Hospital, Granada, Spain
| | - Ignacio García-Bolao
- Arrhythmia Unit, Department of Cardiology and Cardiac Surgery, Clínica Universidad de Navarra, Pamplona, Spain
| | - Jesus Almendral
- Electrophysiology Laboratory and Arrhythmia Unit, Hospital Montepríncipe, Grupo HM Hospitales, University CEU-San Pablo, Madrid, Spain
| | - Miguel Ángel Martínez-González
- Department of Preventive Medicine and Public Health, University of Navarra, Instituto de Investigación Sanitaria de Navarra, Pamplona, Spain.,Fisiopatología de la Obesidad y Nutrición, Centro de Investigación Biomédica en Red, Instituto de Salud Carlos III, Madrid, Spain.,Department of Nutrition, Harvard TH Chan School of Public Health, Harvard University, Boston, MA, United States
| | - Miguel Ruiz-Canela
- Department of Preventive Medicine and Public Health, University of Navarra, Instituto de Investigación Sanitaria de Navarra, Pamplona, Spain
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10
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Shirzadi Z, Djafarian K, Safabakhsh M, Clark CCT, Shab-Bidar S. The effect of chocolate-based products on some appetite-related hormones: a systematic review. Int J Food Sci Nutr 2020; 71:785-792. [DOI: 10.1080/09637486.2020.1734543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- Zahra Shirzadi
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Kurosh Djafarian
- Department of Clinical Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Maryam Safabakhsh
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Cain C. T. Clark
- Centre for Sport, Exercise, and Life Sciences, Coventry University, Coventry, UK
| | - Sakineh Shab-Bidar
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
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11
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Environmental factors, serum biomarkers and risk of atrial fibrillation: an exposure-wide umbrella review of meta-analyses. Eur J Epidemiol 2020; 35:223-239. [PMID: 32180061 DOI: 10.1007/s10654-020-00618-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2019] [Accepted: 02/24/2020] [Indexed: 01/05/2023]
Abstract
Atrial fibrillation (AF) is the most common cardiac arrhythmia. We designed an umbrella review to systematically assess the epidemiological credibility of the associations of non-genetic factors with risk of AF. We searched PubMed and EMBASE from inception to December 31, 2018 to identify systematic reviews and meta-analyses of observational studies for the association of non-genetic factors with risk of AF. For each meta-analysis, we used the random-effects model, and we estimated the 95% confidence and prediction intervals. We also assessed between-study heterogeneity, small-study effects and excess significance bias. We identified 34 eligible papers that examined 51 associations of 42 unique non-genetic factors with risk of AF. Eighteen associations remained statistically significant at P value < 1 × 10-6. Thirty-one associations presented large or very large between-study heterogeneity. Eight associations presented evidence for small-study effects and 13 associations had evidence for excess significance bias. Ten associations, i.e. corrected QT interval, alcohol consumption (highest vs. lowest category, per 1 drink/day increase), body mass index (> 30 units vs. < 30 units, per 5 units increase), waist circumference, body weight, type 2 diabetes mellitus, and smoking (ever vs. never, per 10 cigarettes/day increase) were supported by convincing or highly suggestive evidence in meta-analyses of prospective cohort studies. Type 2 diabetes mellitus, markers of adiposity, alcohol consumption, smoking, and corrected QT interval constitute credible risk factors of AF. Our proposed grading may guide the design of future studies, including Mendelian randomization studies, to assess whether these associations are causal.
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12
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Atrial fibrillation: A review of modifiable risk factors and preventive strategies. ACTA ACUST UNITED AC 2020; 57:99-109. [PMID: 30648669 DOI: 10.2478/rjim-2018-0045] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Indexed: 11/20/2022]
Abstract
Atrial fibrillation (AF), as the most common cardiac arrhythmia worldwide, is associated with increased mortality and morbidity. Successful therapeutic strategies have been introduced so far, but they are associated with significant costs. Therefore, identification of modifiable risk factors of AF and the development of appropriate preventive strategies may play a substantial role in promoting community health and reducing health care system costs. Modifiable cardiovascular risk factors including obesity, hypertension, diabetes mellitus, obstructive sleep apnea, alcohol consumption, smoking, and sedentary lifestyles have been proposed as possible contributors to the development and progression of AF. In this review, we discuss the role of modifiable risk factors in the development and management of AF and the evidence for the underlying mechanism for each of the potential risk factor.
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13
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Veronese N, Demurtas J, Celotto S, Caruso MG, Maggi S, Bolzetta F, Firth J, Smith L, Schofield P, Koyanagi A, Yang L, Solmi M, Stubbs B. Is chocolate consumption associated with health outcomes? An umbrella review of systematic reviews and meta-analyses. Clin Nutr 2019; 38:1101-1108. [DOI: 10.1016/j.clnu.2018.05.019] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2018] [Revised: 05/21/2018] [Accepted: 05/23/2018] [Indexed: 01/08/2023]
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14
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Zhang S, Zhuang X, Lin X, Zhong X, Zhou H, Sun X, Xiong Z, Huang Y, Fan Y, Guo Y, Du Z, Liao X. Low-Carbohydrate Diets and Risk of Incident Atrial Fibrillation: A Prospective Cohort Study. J Am Heart Assoc 2019; 8:e011955. [PMID: 31020911 PMCID: PMC6512089 DOI: 10.1161/jaha.119.011955] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2019] [Accepted: 02/27/2019] [Indexed: 02/02/2023]
Abstract
Background The influences of low-carbohydrate diets in cardiovascular disease are controversial. Few studies have examined the relationship of carbohydrate intake and risk of incident atrial fibrillation ( AF ). We aimed to evaluate the association between carbohydrate intake and the risk of incident AF in the ARIC (Atherosclerosis Risk in Communities) Study. Methods and Results We included 13 385 participants (age, 54.2±5.8 years; 45.1% men and 74.7% white) who completed a dietary questionnaire at baseline (1987-1989) in the ARIC Study. The primary outcome was incident AF , which was identified by ECG performed during study examinations, hospital discharge codes, and death certificates. We used multivariable Cox hazard regression models to assess the association between carbohydrate intake and incident AF . We further explored the effects of specific food source (animal versus plant based) used to replace carbohydrate intake in the low-carbohydrate intake setting. During a median follow-up of 22.4 years, 1808 cases (13.5%) of AF occurred. The hazard ratio for incident AF associated with a 1- SD (9.4%) increase in carbohydrate intake as a percentage of energy intake was 0.82 (95% CI , 0.72-0.94), after adjustment for traditional AF risk factors and other diets factors. Results were similar when individuals were categorized by carbohydrate intake quartiles (hazard ratio, 0.64; 95% CI , 0.49-0.84; comparing extreme quartiles). No association was found between the type of protein or fat used to replace the carbohydrate and risk of incident AF . Conclusions Low-carbohydrate diets were associated with increased risk of incident AF , regardless of the type of protein or fat used to replace the carbohydrate.
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Affiliation(s)
- Shaozhao Zhang
- Cardiology DepartmentFirst Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina
- NHC Key Laboratory of Assisted Circulation (Sun Yat‐Sen University)GuangzhouChina
| | - Xiaodong Zhuang
- Cardiology DepartmentFirst Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina
- NHC Key Laboratory of Assisted Circulation (Sun Yat‐Sen University)GuangzhouChina
| | - Xiaoyu Lin
- Department of AnesthesiologyThe Third Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina
| | - Xiangbin Zhong
- Cardiology DepartmentFirst Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina
- NHC Key Laboratory of Assisted Circulation (Sun Yat‐Sen University)GuangzhouChina
| | - Huimin Zhou
- Cardiology DepartmentFirst Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina
- NHC Key Laboratory of Assisted Circulation (Sun Yat‐Sen University)GuangzhouChina
| | - Xiuting Sun
- Cardiology DepartmentFirst Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina
- NHC Key Laboratory of Assisted Circulation (Sun Yat‐Sen University)GuangzhouChina
| | - Zhenyu Xiong
- Cardiology DepartmentFirst Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina
- NHC Key Laboratory of Assisted Circulation (Sun Yat‐Sen University)GuangzhouChina
| | - Yiquan Huang
- Cardiology DepartmentFirst Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina
- NHC Key Laboratory of Assisted Circulation (Sun Yat‐Sen University)GuangzhouChina
| | - Yongqiang Fan
- Cardiology DepartmentFirst Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina
- NHC Key Laboratory of Assisted Circulation (Sun Yat‐Sen University)GuangzhouChina
| | - Yue Guo
- Cardiology DepartmentFirst Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina
- NHC Key Laboratory of Assisted Circulation (Sun Yat‐Sen University)GuangzhouChina
| | - Zhimin Du
- Cardiology DepartmentFirst Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina
- NHC Key Laboratory of Assisted Circulation (Sun Yat‐Sen University)GuangzhouChina
| | - Xinxue Liao
- Cardiology DepartmentFirst Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina
- NHC Key Laboratory of Assisted Circulation (Sun Yat‐Sen University)GuangzhouChina
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15
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Abstract
Cardiovascular diseases are the main cause of deaths in highly developed countries. Dietetic interventions that involve recommendations for consumption of products with a confirmed health-improving action are an important aspect of prevention of cardiovascular diseases. Cocoa is an alimentary product with significant cardioprotective potential due to its high content of bioactive compounds. The aim of the present study was to review the most recent literature concerning the effectiveness and mechanisms of action of compounds contained in cocoa with regard to selected cardiovascular risk factors and cardiometabolic markers. Study results indicate that cocoa consumption, especially in the form of dark chocolate with high flavonoid content, may be a good strategy to diminish cardiovascular risk due to its beneficial effect on platelet aggregation, decreasing blood pressure, diminishing dyslipidemia, and decreasing blood plasma glucose concentration. Many studies have shown that cocoa-derived flavonoids have antioxidant and anti-inflammatory activity and also play a significant role in preventing insulin resistance. However, in order to completely confirm the potential cardiovascular benefits, it is necessary to conduct larger and longer studies, also with regard to potential dangers associated with long-term consumption of large amounts of flavonoids and determination of a safe and effective dose. Key teaching points Cocoa consumption may be a good strategy in diminishing cardiovascular risk. Beneficial effects on platelet aggregation, blood pressure, dyslipidemia, glycemia, as well as antioxidant and anti-inflammatory activity are observed. There is a need to conduct larger and longer studies to determine a safe and effective dose of cocoa flavonoids.
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Affiliation(s)
- Kinga Zięba
- a SWPS University of Social Sciences and Humans , Chodakowska , Warsaw , Poland
| | - Magdalena Makarewicz-Wujec
- b Department of Clinical Pharmacy and Pharmaceutical Care, Medical University of Warsaw Banacha 1 , Warsaw , Poland
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16
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Santos HO, Macedo RC. Cocoa-induced (Theobroma cacao) effects on cardiovascular system: HDL modulation pathways. Clin Nutr ESPEN 2018; 27:10-15. [DOI: 10.1016/j.clnesp.2018.06.001] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Accepted: 06/10/2018] [Indexed: 02/05/2023]
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17
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Kord-Varkaneh H, Ghaedi E, Nazary-Vanani A, Mohammadi H, Shab-Bidar S. Does cocoa/dark chocolate supplementation have favorable effect on body weight, body mass index and waist circumference? A systematic review, meta-analysis and dose-response of randomized clinical trials. Crit Rev Food Sci Nutr 2018; 59:2349-2362. [PMID: 29553824 DOI: 10.1080/10408398.2018.1451820] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Background: Cocoa and dark chocolate (DC) have been reported to be effective for health promotion; however the exact effect of cocoa/DC on anthropometric measures have not been yet defined. Methods: A comprehensive search to identify randomized clinical trials investigating the impact of cocoa/DC on body weight, body mass index (BMI) and waist circumference (WC) was performed up to December 2017. A meta-analysis of eligible studies was performed using random effects model to estimate pooled effect size. Fractional polynominal modeling was used to explore dose-response relationships. Results: A total of 35 RCTs investigated the effects of cocoa/DC on weight, BMI and WC were included. Meta-analysis did not suggest any significant effect of cocoa/DC supplementation on body weight (-0.108 kg, 95% CI -0.262, 0.046 P = 0.168), BMI (-0.014 kg/m2 95% CI -0.105, 0.077, P: 0.759,) and WC (0.025 cm 95% CI -0.083, 0.129, P = 0.640). Subgroup analysis revealed that that weight and BMI were reduced with cocoa/DC supplementation ≥ 30 g chocolate per day in trials between 4-8 weeks. Cocoa/DC consumption resulted in WC reduction in non-linear fashion (r = 0.042, P-nonlinearity = 0.008).Conclusion: Cocoa/DC supplementation does not reduce anthropometric measures significantly. However subgroup analysis regarding dose (≥ 30 g/day) and duration (between 4 to 8 weeks) revealed significant reduction of body weight and BMI.
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Affiliation(s)
- Hamed Kord-Varkaneh
- a Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences , Tehran , Iran.,b Department of Cellular and molecular Nutrition, School of Nutritional sciences and Dietetics, Tehran University of Medical Sciences , Tehran , Iran
| | - Ehsan Ghaedi
- b Department of Cellular and molecular Nutrition, School of Nutritional sciences and Dietetics, Tehran University of Medical Sciences , Tehran , Iran
| | - Ali Nazary-Vanani
- b Department of Cellular and molecular Nutrition, School of Nutritional sciences and Dietetics, Tehran University of Medical Sciences , Tehran , Iran
| | - Hamed Mohammadi
- c Food Security Research Center and Department of Community Nutrition, School of Nutrition and Food Science, Isfahan University of Medical Sciences , Isfahan , Iran.,d Students' Research Committee, Isfahan University of Medical Sciences , Isfahan , Iran
| | - Sakineh Shab-Bidar
- a Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences , Tehran , Iran
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