Skip to main content

ORIGINAL RESEARCH article

Front. Nutr., 30 October 2024
Sec. Clinical Nutrition
This article is part of the Research Topic Mediterranean Diet for Healthy Aging View all articles

Mediterranean diet and atrial fibrillation: a case-control study from China

Qian Zhang
Qian Zhang*Su-Ping WuSu-Ping WuXu LiuXu LiuYun-Long WangYun-Long Wang
  • Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China

Objective: The aim of this study was to assess the association between adherence to Mediterranean diet and the presence of atrial fibrillation (AF) in a Northern Chinese population.

Methods: This study was a single center, case–control study. A total of 952 low risk participants in Beijing Anzhen Hospital from 2016 to 2021 were collected, including 476 patients with first diagnosed of atrial fibrillation and 476 age and sex matched controls. According to the food frequency questionnaire (FFQ), the alternate Mediterranean diet score (AMED) was calculated, which was 0–9 points, indicating the adherence to the Mediterranean diet from low to high.

Results: The average age of the participants was 57.6 ± 9.1 years old, and 70.2% were men. After analyzing every component of AMED, vegetable consumption shows a negative correlation with the risk of AF, whereas alcohol consumption demonstrates a positive correlation with it (OR = 0.61, 95% CI 0.44–0.80, p < 0.001; OR = 1.99, 95% CI 1.48–2.58, p < 0.001). All patients were grouped according to AMED score. A significant inverse association between AMED and the risk of AF was observed. Compared with participants with AMED<4, the multivariable-adjusted ORs of AF were 0.75 (95% CI 0.55–1.06) for AMED 4–5 and 0.61 (95% CI 0.43–0.89) for AMED ≥6, with a trend in risk (p = 0.008). Results were consistent in stratified analyses of gender, age, BMI and smoking.

Conclusion: The Mediterranean diet was inversely associated with the risk of AF in this Northern Chinese population.

Introduction

Atrial fibrillation (AF), the most prevalent cardiac arrhythmia in adults, exhibits a global incidence ranging from 0.5 to 1%, which increases with age. This disorder precipitates numerous complications, including heart failure, cerebral thromboembolism, systemic emboli, dementia, myocardial infarction, chronic kidney disease, a diminished quality of life, and magnify the overall risk of mortality by twofold (1, 2). Furthermore, the economic impact of AF is substantial and escalating, a survey conducted in the United Kingdom demonstrated that between 1995 and 2000, the proportion of the national healthcare budget attributed to AF-related costs increased from 0.6–1.2% to 0.9–2.4% (3). Despite advancements in pharmacological treatments and catheter-based interventions, the recurrence rate of AF remains alarmingly high.

In recent years, there has been an intensified focus on both preventing the onset of AF and safeguarding against its associated complications (4).

Recent research evidence indicates that changes in lifestyle and diet play a significant role in the prevention and management of AF (5). For instance, contrary to common assumptions, coffee consumption does not correlate with an elevated risk of AF. Indeed, moderate consumption of coffee may confer a protective effect (6, 7). Conversely, alcohol intake is associated with an increased risk of AF, with even moderate consumption (12 g/day) augmenting the incidence of this arrhythmia (8, 9). The consumption of fish or n-3 polyunsaturated fatty acids (PUFAs) does not appear to reduce the risk of AF (10, 11). Plant-based diets, on the other hand, may mitigate numerous risk factors associated with AF (12). However, research explicitly examining the relationship between specific dietary patterns and the incidence of AF remains sparse.

The Mediterranean diet represents a wholesome dietary pattern, distinguished by its copious consumption of plant-based edibles (including fruits, vegetables, legumes, whole grains, and nuts), fish, and olive oil as the principal fat source. The intake of meat and dairy products is comparatively minimal, accompanied by moderate consumption of alcohol. Contemporary research suggests that adherence to the Mediterranean diet correlates with a reduction in overall mortality rates (13), a decreased incidence of cancer (14), cardiovascular and cerebrovascular diseases (1517), and associated mortality (18). Meta-analyses indicate that each two-point increment in the Mediterranean diet score corresponds to an approximate 10% reduction in the risk of cardiovascular diseases (17). These benefits may stem from the Mediterranean dietary pattern’s ability to reduce atherosclerosis, diminish vascular aging, and enhance endothelial function, among other favorable effects.

Building upon the previous research findings, we postulate an association between the Mediterranean diet and the incidence of AF. We design a case–control study, and aim to provide clinical data for the prevention of AF.

Methods

Population

This investigation was a single-center case–control study conducted at Beijing Anzhen Hospital. From 2016 to 2021, it enrolled a cohort of 476 patients who were first diagnosed with AF within 1 month, as classified by the ICD-10. All participants were from northern regions of China, encompassing Beijing, Tianjin, Hebei, Shanxi, Shaanxi, Henan, northern Jiangsu, Shandong, northern Anhui, Heilongjiang, Jilin, and Liaoning. The diagnostic criteria of AF are rhythm record using a standard 12-lead electrocardiogram (ECG) showing AF (absolutely irregular RR intervals and no discernible, repeating P waves). An episode lasts at least 30 s. Or continuous ECG monitoring using skin patch recorders traced of a minimum of 30 s showing heart rhythm of AF (19). Patients presenting with malignant tumors, anemia, thyroid dysfunction, or other cardiac conditions were excluded from the study. Given the established link between cardiovascular diseases (CVD) and metabolic risk factors such as hypertension, diabetes mellitus, and hyperlipidemia (20), we anticipated that the study population would exhibit a lower burden of cardiovascular risk factors. This selection criterion was intended to more accurately assess the isolated impact of dietary patterns on the risk of AF, thereby excluding individuals with hypertension, diabetes mellitus, and hyperlipidemia.

Hypertension was defined as a systolic blood pressure ≥140 mmHg and/or a diastolic blood pressure ≥90 mmHg, or the current use of antihypertensive medications. Hyperlipidemia was characterized by a total cholesterol level ≥240 mg/dL and/or a low-density lipoprotein cholesterol level ≥160 mg/dL, or the current use of cholesterol-lowering medications. Diabetes was identified by a fasting blood sugar level ≥126 mg/dL and/or a non-fasting blood sugar level ≥200 mg/dL, or the current use of antidiabetic medications. The diagnostic criteria for anemia were specified as follows: for adult men, a hemoglobin concentration <120 g/L; for adult women, a hemoglobin concentration <110 g/L, or the ongoing administration of medication for anemia. The diagnosis of thyroid dysfunction was established based on thyroid hormone levels measured upon admission and corroborated by an endocrinologist’s evaluation. Cardiac diseases encompassed congenital heart disease, coronary atherosclerotic heart disease, rheumatic heart disease, heart valvular disease, cardiomyopathy, heart failure, and cardiac arrhythmia. The presence of malignant tumors was determined based on the patient’s medical history.

The control group consisted of 476 individuals sourced from the Medical Examination Center at Beijing Anzhen Hospital, all originating from northern China. These participants were matched with their case counterparts based on age (±1 year), sex, and household type defined by their residential area (rural or urban) over the past 5 years. The inclusion criteria for control patients stipulated that they must have undergone an electrocardiogram (ECG) within the preceding month, with the results showing no significant abnormalities. To maintain the integrity of the study, individuals in the control group with any history of heart diseases, hypertension, diabetes, hyperlipidemia, malignant tumors, anemia, or thyroid dysfunction were excluded (Figure 1).

Figure 1
www.frontiersin.org

Figure 1. Study flowchart.

Study design

The selected patients had their dietary patterns, eating habits, smoking status, alcohol consumption, and physical activity levels meticulously collected by investigators who were uniformly trained to ensure consistency in data gathering. Additional medical history and pertinent medical details were extracted from hospitalization or outpatient records, encompassing metrics such as height, weight, blood pressure, heart rate, hemoglobin levels, blood glucose, plasma cholesterol, among others.

Baseline dietary information was obtained using a Food Frequency Questionnaire (FFQ) (21), a validated and semi-quantitative tool designed to capture the types of food consumed and the average frequency of intake on a daily, weekly, and monthly basis. To enhance the accuracy of dietary assessments, patients were occasionally requested to provide photographs of their meals, which aided in the evaluation of portion sizes. Daily nutrient intake was estimated with reference to the China Food Composition Table (Standard Edition). Portion sizes for specific food items were standardized according to the guidelines set forth in the 2016 Chinese Dietary Guidelines (22). Physical activity levels of patients were comprehensively assessed by documenting occupational, commuting, leisure-time, and household activities. The total duration of physical activity was calculated and subsequently converted into metabolic equivalents, providing a quantifiable measure of energy expenditure associated with different forms of physical activity (23).

The Mediterranean Diet Score was meticulously computed for all participants. The Alternate Mediterranean Diet (AMED) score is specifically designed to gauge the adherence of non-Mediterranean populations to the Mediterranean dietary pattern, representing an adaptation of the traditional Mediterranean diet (24). Our analysis concentrated on nine principal foods or nutrient components: vegetables, fruits, legumes, whole grains, nuts, fish, the ratio of monounsaturated fatty acids to saturated fatty acids (MUFA:SFA ratio), red or processed meats, and alcohol. Given controversial relationship between alcohol consumption and AF, alcohol intake for all participants was standardized into alcohol units. In this study, participants reported their alcohol consumption, and a scoring system was employed where individuals received 1 point for alcohol intake below the median for their gender, and 0 points for intake above the median. For the purposes of this analysis, “drinking” was defined as having an alcohol consumption above the gender-specific median. Participants were stratified into three distinct groups based on their AMED scores: those with an AMED score less than 4 (AMED <4 group), those with a score between 4 and 5 (AMED 4–5 group), and those with a score of 6 or higher (AMED ≥6 group). Employing the AMED <4 group as the reference category, we analyzed the relative risk of AF occurrence across the different groups, aiming to elucidate the protective or detrimental effects of adherence to the Mediterranean dietary pattern on the incidence of AF.

Statistical analysis

The principal objective of this investigation was to evaluate the association between the AMED score and the risk of AF. For the purposes of analysis, the IBM SPSS 25.0 software suite was employed. Continuous variables were delineated as means ± standard deviations or medians, depending on their distribution, and were analyzed using independent t-tests or analysis of variance as appropriate. Categorical variables were reported as frequencies, and their associations were assessed using the chi-square test. To further elucidate the relationship between dietary adherence and AF, significant variables distinguished between the two groups, along with established traditional cardiovascular risk factors, were incorporated into a multivariable logistic regression model. Using the group with an AMED score less than 4 (AMED <4) as the reference category, the odds ratios (ORs) and 95% confidence intervals (CIs) for the AMED 4–5 and AMED ≥6 groups were calculated and analyzed. A p-value of less than 0.05 was deemed to indicate statistical significance, underscoring the robustness of the observed correlations.

Results

Baseline characteristics

This study included a total of 952 participants (668 males, mean age 57.6 ± 9.1 years). Cases were 476 patients with AF, and controls were 476 patients matched by gender, age, and residential area. Comparing clinical indicators between the two groups, patients in the AF group had higher BMI values (25.3 ± 3.7 vs. 24.5 ± 3.4 kg/m2, p = 0.016). In terms of lifestyle factors, patients in the AF group had lower AMED scores (4.3 ± 1.4 vs. 4.7 ± 1.5, p = 0.001), with no significant statistical differences observed in other variables between the two groups (Table 1).

Table 1
www.frontiersin.org

Table 1. Baseline information of participants in AF group and control group.

Food group differences

Scoring each food type in all patients, analyzing their correlation with AF through uni- and multivariable methods. The risk of AF was inversely associated with the consumption of vegetables (OR = 0.61, 95%CI 0.44–0.80, p < 0.001). A risk reduction of borderline significance was discovered for a high consumption of fruits. The risk of AF has a positive correlation with alcohol consumption (OR = 1.99, 95%CI 1.48–2.58, p < 0.001). No association was detected for the other dietary items under consideration (Table 2 and Figure 2).

Table 2
www.frontiersin.org

Table 2. Odds ratios of atrial fibrillation for every component of the altered Mediterranean diet score.

Figure 2
www.frontiersin.org

Figure 2. Average scores achieved for items in AMED of AF patients and controls.

Correlation analysis between AMED and AF

Univariate analysis reveals a negative correlation between AMED and the risk of AF. Decreasing odds ratios (ORs) were discovered for increasing AMED scores, with a significant trend in risk (p = 0.005). In the multivariable analysis, this trend persists (p = 0.008). Compared with AMED <4, the OR from the fully adjusted model was 0.75 (95%CI 0.55–1.06, p = 0.070) for individuals with AMED 4–5 and 0.61 (95%CI 0.43–0.89, p = 0.010) for individuals with AMED ≥6 (Table 3).

Table 3
www.frontiersin.org

Table 3. Odds ratios of atrial fibrillation by altered Mediterranean diet score group.

Stratified analysis

Stratified by gender, age, body mass index, smoking status, a multivariable regression analysis assesses the correlation between AMED and the risk of AF. There is no significant difference in all characteristics after stratification (Table 4).

Table 4
www.frontiersin.org

Table 4. Odds ratios of atrial fibrillation for AMED scores in strata of selected covariates.

Discussion

This study demonstrates that adhering to a Mediterranean diet is inversely associated with the risk of AF. Even after controlling for known influencing factors, this correlation persists. Particularly, individuals scoring 6–9 on the AMED scale exhibit a significantly lower risk of AF compared to those scoring 0–3. The origins of the hypothesis that the Mediterranean diet promotes health trace back to observations made in the 1960s of the notably healthier inhabitants of Crete and southern Italy. The traditional Mediterranean diet is characterized by a low content of saturated fatty acids (SFAs) and high levels of monounsaturated fatty acids (MUFAs), carbohydrates, and fiber, derived predominantly from vegetables, fruits, grains, and notably, olive oil. The diet is rich in essential nutrients such as beta-carotene, vitamins C and E, folate, flavonoids, polyphenols, as well as various essential minerals and trace elements, all of which have demonstrated benefits for human health, particularly in the context of cardiovascular diseases (17, 25). Empirical evidence supporting the cardiovascular benefits of the Mediterranean diet includes a longitudinal study with a follow-up period of 4.7 years, which revealed that individuals adhering to a Mediterranean diet supplemented with olive oil exhibited a significantly lower risk of AF compared to those following a low-fat diet (Hazard Ratio = 0.62, 95% Confidence Interval: 0.45–0.85) (26). Further research by Felix suggested, through a small-sample study, that the Mediterranean diet contributes to a reduction in AF risk (27). Moreover, a case–control study involving 800 participants found that the Mediterranean diet score was significantly lower among AF patients compared to controls (22.3 ± 3.1 vs. 27.9 ± 5.6, p < 0.001), and those with higher scores were more likely to revert from AF to sinus rhythm (28). Collectively, these findings advocate for the Mediterranean diet as a preventive strategy against cardiac arrhythmias, particularly AF, highlighting its potential as a significant dietary intervention in cardiovascular health management.

Within the nine dietary categories of the Mediterranean diet analyzed in this study, the group diagnosed with AF displayed a significantly elevated alcohol consumption score compared to the control group. The link between alcohol consumption and the incidence of AF is well-documented, chronic heavy alcohol intake markedly heightens the risk of AF, even in the absence of structural heart changes (29, 30). Some observational studies have indicated that consuming two or more alcoholic drinks per day increases the risk of AF by 30% (29). Bazal et al. (30) suggested that light alcohol consumption within the Mediterranean diet pattern does not increase the risk of AF, while Dora et al. (8) argued that even light alcohol consumption slightly elevates the risk. The risk notably increases when alcohol consumption surpasses one drink per day. The exact mechanism by which alcohol triggers AF remains unclear (31, 32), but potential mechanisms include shortening of the atrial refractory period, increased sympathetic nerve excitability, reduced vagal nerve excitability, and alterations in atrial current density (33, 34). Another possible mechanism is that alcohol consumption affects cytoplasmic sulfotransferase activity and histamine levels, Moreover, it raises blood pressure, resulting in atrial remodeling and exacerbating the risk of atrial fibrillation (35).

Increasing evidence supports the close relationship between inflammation and AF, which is associated with the occurrence and maintenance of persistent and paroxysmal AF (36, 37). Possible mechanisms of inflammation-induced AF include oxidative stress, alterations in calcium ion homeostasis, cardiomyocyte apoptosis, and ultimately myocardial fibrosis. Inflammatory levels in the circulatory system or within the heart can predict the onset and recurrence of AF, and regulating inflammatory levels can improve atrial electrophysiological function (38). For example, post-cardiac surgery, an increase in total leukocyte count independently predicts the occurrence of AF, and the application of antioxidant and anti-inflammatory therapies after cardiac surgery can reduce the incidence of AF (39). Plant-based foods (such as fresh vegetables, fruits, etc.) contain anti-inflammatory and antioxidant components that significantly reduce systemic inflammatory responses. Many studies have shown that a plant-based diet can lower levels of plasma C-reactive protein (CRP) (40, 41). Franco found that vegetarians have significantly lower plasma CRP levels compared to omnivores (1.1 mg/L vs. 0.5 mg/L, p < 0.05) (42). Some researchers believe that the Mediterranean diet, which involves consuming foods rich in omega-3 fatty acid esters, may help reduce inflammation and improve cardiac function (27).

The occurrence and persistence of AF significantly impact people’s quality of life and mental health. The beneficial effects of the Mediterranean diet on chronic diseases are generally attributed to the rich variety of food intake and the interactions between different food types (43, 44), making it difficult to isolate the effects of individual food types. The Mediterranean diet pattern is believed to improve various metabolic disorders, thereby substantially reducing known risk factors promoting AF. A study in 2014 further supported that the Mediterranean diet has significant cardiovascular benefits. The subjects of this research were elderly atrial fibrillation patients with atherosclerosis. The results showed that a high degree of adherence to the Mediterranean diet was related to reduced platelet activation and decreased production of thromboxane A2 (45). PREDIMED study shows that the Mediterranean diet can reduce cardiovascular events by 30%. Participants have improvements in blood pressure, blood sugar, and blood lipids (28). Given the complexity of human diet, considering diet as a whole and finding a suitable dietary pattern may be more beneficial for the prevention of AF.

This investigation acknowledges certain limitations that warrant consideration. Primarily, the study cohort comprised individuals who were first diagnosed with AF and presented at Anzhen Hospital. Given the extensive geographic expanse and populous nature of the northern region of China, the AF samples may not fully represent the entire demographic of the area. Additionally, potential biases may arise from participants’ recall of their past dietary and lifestyle habits, which could affect the accuracy of the data collected. It is necessary to underscore that this study elucidates a correlation between AMED and AF, but it does not establish a definitive causal relationship. Nevertheless, as society progresses, the medical burden of AF is growing ever more onerous. This study probed into a simple and economical preventive measure and offered notions for subsequent prospective interventional studies.

Data availability statement

The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.

Ethics statement

The studies involving humans were approved by Ethics Committee of Beijing Anzhen Hospital. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study. Written informed consent was obtained from the individual(s) for the publication of any potentially identifiable images or data included in this article.

Author contributions

QZ: Conceptualization, Data curation, Investigation, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing. S-PW: Conceptualization, Investigation, Writing – original draft, Writing – review & editing. XL: Data curation, Formal analysis, Methodology, Project administration, Writing – original draft, Writing – review & editing. Y-LW: Resources, Validation, Writing – original draft, Writing – review & editing.

Funding

The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

References

1. Chugh, SS, Havmoeller, R, Narayanan, K, Singh, D, Rienstra, M, Benjamin, EJ, et al. Worldwide epidemiology of atrial fibrillation: a global burden of disease 2010 study. Circulation. (2014) 129:837–47. doi: 10.1161/CIRCULATIONAHA.113.005119

PubMed Abstract | Crossref Full Text | Google Scholar

2. Falk, RH. Atrial fibrillation. N Engl J Med. (2001) 344:1067–78. doi: 10.1056/NEJM200104053441407

Crossref Full Text | Google Scholar

3. Blaauw, Y, and Crijns, HJ. Treatment of atrial fibrillation. Heart. (2008) 94:1342–9. doi: 10.1136/hrt.2005.079020

Crossref Full Text | Google Scholar

4. Benjamin, EJ, Go, AS, Desvigne-Nickens, P, Anderson, CD, Casadei, B, Chen, LY, et al. Research priorities in atrial fibrillation screening: a report from a National Heart, Lung, and Blood Institute virtual workshop. Circulation. (2021) 143:372–88. doi: 10.1161/CIRCULATIONAHA.120.047633

PubMed Abstract | Crossref Full Text | Google Scholar

5. Nabil, MA, Rychlik, L, Nicholson, A, Cheung, P, Olsovsky, GD, Molden, J, et al. Dietary interventions in the management of atrial fibrillation. Front Cardiovasc Med. (2024) 11:1418059. doi: 10.3389/fcvm.2024.1418059

PubMed Abstract | Crossref Full Text | Google Scholar

6. Caldeira, D, Martins, C, Alves, LB, Pereira, H, Ferreira, JJ, and Costa, J. Caffeine does not increase the risk of atrial fibrillation: a systematic review and meta-analysis of observational studies. Heart. (2013) 99:1383–9. doi: 10.1136/heartjnl-2013-303950

Crossref Full Text | Google Scholar

7. Larsson, SC, Drca, N, Jensen-Urstad, M, and Wolk, A. Coffee consumption is not associated with increased risk of atrial fibrillation: results from two prospective cohorts and a meta-analysis. BMC Med. (2015) 13:207. doi: 10.1186/s12916-015-0447-8

PubMed Abstract | Crossref Full Text | Google Scholar

8. Csengeri, D, Sprünker, NA, Di Castelnuovo, A, Niiranen, T, Vishram-Nielsen, JK, Costanzo, S, et al. Alcohol consumption, cardiac biomarkers, and risk of atrial fibrillation and adverse outcomes. Eur Heart J. (2021) 42:1170–7. doi: 10.1093/eurheartj/ehaa953

PubMed Abstract | Crossref Full Text | Google Scholar

9. Larsson, SC, Drca, N, and Wolk, A. Alcohol consumption and risk of atrial fibrillation: a prospective study and dose-response meta-analysis. J Am Coll Cardiol. (2014) 64:281–9. doi: 10.1016/j.jacc.2014.03.048

Crossref Full Text | Google Scholar

10. Mariani, J, Doval, HC, Nul, D, Varini, S, Grancelli, H, Ferrante, D, et al. N-3 polyunsaturated fatty acids to prevent atrial fibrillation: updated systematic review and meta-analysis of randomized controlled trials. J Am Heart Assoc. (2013) 2:e005033. doi: 10.1161/JAHA.112.005033

PubMed Abstract | Crossref Full Text | Google Scholar

11. Gencer, B, Djousse, L, al-Ramady, OT, Cook, NR, Manson, JAE, and Albert, CM. Effect of long-term marine ɷ-3 fatty acids supplementation on the risk of atrial fibrillation in randomized controlled trials of cardiovascular outcomes: a systematic review and Meta-analysis. Circulation. (2021) 144:1981–90. doi: 10.1161/CIRCULATIONAHA.121.055654

PubMed Abstract | Crossref Full Text | Google Scholar

12. Storz, MA, and Helle, P. Atrial fibrillation risk factor management with a plant-based diet: a review. J Arrhythm. (2019) 35:781–8. doi: 10.1002/joa3.12254

PubMed Abstract | Crossref Full Text | Google Scholar

13. Trichopoulou, A, Costacou, T, Bamia, C, and Trichopoulos, D. Adherence to a Mediterranean diet and survival in a Greek population. N Engl J Med. (2003) 348:2599–608. doi: 10.1056/NEJMoa025039

Crossref Full Text | Google Scholar

14. Sofi, F, Cesari, F, Abbate, R, Gensini, GF, and Casini, A. Adherence to Mediterranean diet and health status: meta-analysis. BMJ. (2008) 337:a1344. doi: 10.1136/bmj.a1344

PubMed Abstract | Crossref Full Text | Google Scholar

15. Estruch, R, Ros, E, Salas-Salvadó, J, Covas, MI, Corella, D, Arós, F, et al. Primary prevention of cardiovascular disease with a Mediterranean diet supplemented with extra-virgin olive oil or nuts. N Engl J Med. (2018) 378:e34. doi: 10.1056/NEJMoa1800389

PubMed Abstract | Crossref Full Text | Google Scholar

16. Tyrovolas, S, and Panagiotakos, DB. The role of Mediterranean type of diet on the development of cancer and cardiovascular disease, in the elderly: a systematic review. Maturitas. (2010) 65:122–30. doi: 10.1016/j.maturitas.2009.07.003

Crossref Full Text | Google Scholar

17. Richardson, LA, Izuora, K, and Basu, A. Mediterranean diet and its association with cardiovascular disease risk factors: a scoping review. Int J Environ Res Public Health. (2022) 19:12762. doi: 10.3390/ijerph191912762

Crossref Full Text | Google Scholar

18. Misirli, G, Benetou, V, Lagiou, P, Bamia, C, Trichopoulos, D, and Trichopoulou, A. Relation of the traditional Mediterranean diet to cerebrovascular disease in a Mediterranean population. Am J Epidemiol. (2012) 176:1185–92. doi: 10.1093/aje/kws205

Crossref Full Text | Google Scholar

19. Kirchhof, P, Benussi, S, Kotecha, D, Ahlsson, A, Atar, D, Casadei, B, et al. 2016 ESC guidelines for the management of atrial fibrillation developed in collaboration with EACTS. Eur Heart J. (2016) 37:2893–962. doi: 10.1093/eurheartj/ehw210

PubMed Abstract | Crossref Full Text | Google Scholar

20. Piepoli, MF, Hoes, AW, Agewall, S, Albus, C, Brotons, C, Catapano, AL, et al. 2016 European guidelines on cardiovascular disease prevention in clinical practice: the sixth joint task force of the European Society of Cardiology and Other Societies on cardiovascular disease prevention in clinical practice (constituted by representatives of 10 societies and by invited experts) developed with the special contribution of the European Association for Cardiovascular Prevention & rehabilitation (EACPR). Atherosclerosis. (2016) 252:207–74.

Google Scholar

21. Shu, XO, Yang, G, Jin, F, Liu, D, Kushi, L, Wen, W, et al. Validity and reproducibility of the food frequency questionnaire used in the Shanghai Women’s Health Study. Eur J Clin Nutr. (2004) 58:17–23. doi: 10.1038/sj.ejcn.1601738

PubMed Abstract | Crossref Full Text | Google Scholar

22. Chinese Nutrition Society. Chinese Dietary Guidelines. Beijing, China: People’s Medical Publishing House Press (2016).

Google Scholar

23. du, H, Bennett, D, Li, L, Whitlock, G, Guo, Y, Collins, R, et al. Physical activity and sedentary leisure time and their associations with BMI, waist circumference, and percentage body fat in 0.5 million adults: the China Kadoorie biobank study. Am J Clin Nutr. (2013) 97:487–96. doi: 10.3945/ajcn.112.046854

PubMed Abstract | Crossref Full Text | Google Scholar

24. Fung, TT, McCullough, ML, Newby, PK, Manson, JAE, Meigs, JB, Rifai, N, et al. Diet-quality scores and plasma concentrations of markers of infammation and endothelial dysfunction. J Clin Nutr. (2005) 82:163–73. doi: 10.1093/ajcn/82.1.163

PubMed Abstract | Crossref Full Text | Google Scholar

25. García-Fernández, E, Rico-Cabanas, L, Rosgaard, N, Estruch, R, and Bach-Faig, A. Mediterranean diet and cardiodiabesity: a review. Nutrients. (2014) 6:3474–500. doi: 10.3390/nu6093474

PubMed Abstract | Crossref Full Text | Google Scholar

26. Mattioli, AV, Miloro, C, Pennella, S, Pedrazzi, P, and Farinetti, A. Adherence to Mediterranean diet and intake of antioxidants influence spontaneous conversion of atrial fibrillation. Nutr Metab Cardiovasc Dis. (2013) 23:115–21. doi: 10.1016/j.numecd.2011.03.005

PubMed Abstract | Crossref Full Text | Google Scholar

27. Neumann, FA, Jagemann, B, Makarova, N, Börschel, CS, Aarabi, G, Gutmann, F, et al. Mediterranean diet and atrial fibrillation: lessons learned from the AFHRI case-control study. Nutrients. (2022) 14:3615. doi: 10.3390/nu14173615

PubMed Abstract | Crossref Full Text | Google Scholar

28. Martínez-González, MÁ, Toledo, E, Arós, F, Fiol, M, Corella, D, Salas-Salvadó, J, et al. Extravirgin olive oil consumption reduces risk of atrial fibrillation: the PREDIMED (Prevención con Dieta Mediterránea) trial. Circulation. (2014) 130:18–26. /CIRCULATIONAHA.113.006921. doi: 10.1161/CIRCULATIONAHA.113.006921

PubMed Abstract | Crossref Full Text | Google Scholar

29. Whitman, IR, Agarwal, V, Nah, G, Dukes, JW, Vittinghoff, E, Dewland, TA, et al. Alcohol abuse and cardiac disease. J Am Coll Cardiol. (2017) 69:13–24. doi: 10.1016/j.jacc.2016.10.048

PubMed Abstract | Crossref Full Text | Google Scholar

30. Bazal, P, Gea, A, Martínez-González, MA, Salas-Salvadó, J, Asensio, EM, Muñoz-Bravo, C, et al. Mediterranean alcohol-drinking pattern, low to moderate alcohol intake and risk of atrial fibrillation in the PREDIMED study. Nutr Metab Cardiovasc Dis. (2019) 29:676–83. doi: 10.1016/j.numecd.2019.03.007

PubMed Abstract | Crossref Full Text | Google Scholar

31. Han, M, Lee, SR, Choi, EK, Choi, JM, Chung, J, Park, SH, et al. Habitual alcohol intake and risk of atrial fibrillation in young adults in Korea. JAMA Netw Open. (2022) 5:e2229799. doi: 10.1001/jamanetworkopen.2022.29799

PubMed Abstract | Crossref Full Text | Google Scholar

32. Gallagher, C, Hendriks, JM, Mahajan, R, Middeldorp, ME, Elliott, AD, Pathak, RK, et al. Lifestyle management to prevent and treat atrial fibrillation. Expert Rev Cardiovasc Ther. (2016) 14:799–809. doi: 10.1080/14779072.2016.1179581

Crossref Full Text | Google Scholar

33. Spaak, J, Merlocco, AC, Soleas, GJ, Tomlinson, G, Morris, BL, Picton, P, et al. Dose-related effects of red wine and alcohol on hemodynamics, sympathetic nerve activity, and arterial diameter. Am J Physiol Heart Circ Physiol. (2008) 294:H605–12. doi: 10.1152/ajpheart.01162.2007

PubMed Abstract | Crossref Full Text | Google Scholar

34. Ohlrogge, AH, Frost, L, and Schnabel, RB. Harmful impact of tobacco smoking and alcohol consumption on the atrial myocardium. Cells. (2022) 11:2576. doi: 10.3390/cells11162576

PubMed Abstract | Crossref Full Text | Google Scholar

35. Samokhvalov, AV, Irving, HM, and Rehm, J. Alcohol consumption as a risk factor for atrial fibrillation: a systematic review and meta-analysis. Eur J Cardiovasc Prev Rehabil. (2010) 17:706–12. doi: 10.1097/HJR.0b013e32833a1947

PubMed Abstract | Crossref Full Text | Google Scholar

36. Guo, Y, Lip, GY, and Apostolakis, S. Inflammation in atrial fibrillation. J Am Coll Cardiol. (2012) 60:2263–70. doi: 10.1016/j.jacc.2012.04.063

Crossref Full Text | Google Scholar

37. Engelmann, MD, and Svendsen, JH. Inflammation in the genesis and perpetuation of atrial fibrillation. Eur Heart J. (2005) 26:2083–92. doi: 10.1093/eurheartj/ehi350

PubMed Abstract | Crossref Full Text | Google Scholar

38. Lamm, G, Auer, J, Weber, T, Berent, R, Ng, C, and Eber, B. Postoperative white blood cell count predicts atrial fibrillation after cardiac surgery. J Cardiothorac Vasc Anesth. (2006) 20:51–6. doi: 10.1053/j.jvca.2005.03.026

Crossref Full Text | Google Scholar

39. Rodrigo, R, Korantzopoulos, P, Cereceda, M, Asenjo, R, Zamorano, J, Villalabeitia, E, et al. A randomized controlled trial to prevent post-operative atrial fibrillation by antioxidant reinforcement. J Am Coll Cardiol. (2013) 62:1457–65. doi: 10.1016/j.jacc.2013.07.014

PubMed Abstract | Crossref Full Text | Google Scholar

40. Menzel, J, Jabakhanji, A, Biemann, R, Mai, K, Abraham, K, and Weikert, C. Systematic review and meta-analysis of the associations of vegan and vegetarian diets with inflammatory biomarkers. Sci Rep. (2020) 10:21736. doi: 10.1038/s41598-020-78426-8

PubMed Abstract | Crossref Full Text | Google Scholar

41. Craddock, JC, Neale, EP, and Peoples, GE. Vegetarian-based dietary patterns and their relation with inflammatory and immune biomarkers: a systematic review and Meta-analysis. Adv Nutr. (2019) 10:433–51. doi: 10.1093/advances/nmy103

PubMed Abstract | Crossref Full Text | Google Scholar

42. Franco-de-Moraes, AC, de Almeida-Pititto, B, and da Rocha, FG. Worse inflammatory profile in omnivores than in vegetarians associates with the gut microbiota composition. Diabetol Metab Syndr. (2017) 9:62. doi: 10.1186/s13098-017-0261-x

PubMed Abstract | Crossref Full Text | Google Scholar

43. Tosti, V, Bertozzi, B, and Fontana, L. Health benefits of the Mediterranean diet: metabolic and molecular mechanisms. J Gerontol A Biol Sci Med Sci. (2018) 73:318–26. doi: 10.1093/gerona/glx227

PubMed Abstract | Crossref Full Text | Google Scholar

44. di Renzo, L, Gualtieri, P, Romano, L, Marrone, G, Noce, A, Pujia, A, et al. Role of personalized nutrition in chronic-degenerative diseases. Nutrients. (2019) 11:1707. doi: 10.3390/nu11081707

PubMed Abstract | Crossref Full Text | Google Scholar

45. Pignatelli, P, Pastori, D, Farcomeni, A, Nocella, C, Bartimoccia, S, Vicario, T, et al. Mediterranean diet reduces thromboxane A2 production in atrial fibrillation patients. Clin Nutr. (2015) 34:899–903. doi: 10.1016/j.clnu.2014.09.011

PubMed Abstract | Crossref Full Text | Google Scholar

Keywords: cardiovascular disease, atrial fibrillation, Mediterranean diet, diet pattern, arrhythmia

Citation: Zhang Q, Wu S-P, Liu X and Wang Y-L (2024) Mediterranean diet and atrial fibrillation: a case-control study from China. Front. Nutr. 11:1433274. doi: 10.3389/fnut.2024.1433274

Received: 15 May 2024; Accepted: 21 October 2024;
Published: 30 October 2024.

Edited by:

Aristea Gioxari, University of Peloponnese, Greece

Reviewed by:

Danilo Menichelli, Sapienza University of Rome, Italy
Muhammad Ahad Nabil, Baylor Scott & White Health, United States
Germanas Marinskis, Vilnius University, Lithuania

Copyright © 2024 Zhang, Wu, Liu and Wang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Qian Zhang, YXp5eXpxQDE2My5jb20=

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.