De Matteis Carlo, Crudele Lucilla, Di Buduo Ersilia, Cantatore Salvatore, Novielli Fabio, Cultrera Silvia, Tricase Angela Fulvia, Arconzo Maria, Florio Marilina, Gadaleta Raffaella Maria, Piccinin Elena, Cariello Marica, Moschetta Antonio
Department of Interdisciplinary Medicine, University of Bari "Aldo Moro", Bari, Italy.
INBB National Institute for Biostructure and Biosystems, Rome, Italy.
Front Nutr. 2025 Sep 11;12:1645230. doi: 10.3389/fnut.2025.1645230. eCollection 2025.
Abdominal obesity is a major global health burden, driving risk for cardiovascular disease, type 2 diabetes, and cancer. The Mediterranean Diet (MedDiet), recognized for its cardiometabolic benefits, emphasizes Extra-Virgin Olive Oil (EVOO) as a primary fat source. We previously validated the Chrono Med Diet Score (CMDS), an index integrating dietary quality and chrono-nutritional principles, and demonstrated its associations with abdominal adiposity and cancer incidence. Although EVOO is central to the MedDiet, mechanisms related to its specific contributions to metabolic health remain partial. In the present study, we investigated the relationship between consistent EVOO intake frequency, MedDiet adherence (CMDS), and anthropometric outcomes.
We analyzed data from 16,273 adults (46.5% male) who completed the CMDS-based online survey since April 2023. Data included age, sex, height, weight, waist circumference (WC), Body Mass Index (BMI) and dietary/lifestyle information. EVOO intake frequency was categorized as: sporadic (<3 days/week), frequent (≥3 but <6 days/week), or regular (≥6 days/week), based on 25 g/day (2 tablespoons). Statistical analyses included Student's t-tests, ANOVA with Bonferroni correction, mediation analysis, and multivariable logistic regression adjusting for confounders.
Significant sex differences were observed in age, BMI, WC, and CMDS. Participants with regular EVOO intake were significantly older (55.9 ± 8.1 years) than sporadic (53.9 ± 7.1) and frequent (54.1 ± 7.7) consumers ( = 0.0019) yet showed more favorable anthropometrics. Compared to sporadic intake, regular intake was associated with significantly lower BMI (24.7 ± 3.0 vs. 26.6 ± 2.9, < 0.001) and WC (89.1 ± 6.7 cm vs. 99.4 ± 9.1 cm, < 0.0001), with consistent results across sexes ( < 0.0001 for both). Mediation analysis revealed that EVOO's effect on WC was significantly mediated by CMDS ( = -0.83, < 0.0001), accounting for 61.9% of the total effect. A direct association also persisted after adjusting for CMDS ( = -0.59, < 0.0001). In logistic regression, non-regular EVOO intake was associated with substantially higher odds of abdominal obesity (Odds Ratio 5.1; 95% Confidence Interval: 3.3-6.8; < 0.0001).
In this large cohort, regular EVOO consumption, while defining higher CMDS adherence, is independently associated with lower BMI and WC. EVOO exerts a dual role in metabolic health, both mediating and independently enhancing the relationship between chrono-Mediterranean diet adherence and reduced abdominal obesity. Non-regular EVOO intake emerges as a strong risk factor for visceral adiposity, irrespective of overall diet quality.
腹部肥胖是一项重大的全球健康负担,会增加心血管疾病、2型糖尿病和癌症的发病风险。地中海饮食(MedDiet)因其对心脏代谢的益处而闻名,它强调特级初榨橄榄油(EVOO)作为主要脂肪来源。我们之前验证了chrono地中海饮食评分(CMDS),这是一个综合饮食质量和时间营养学原则的指标,并证明了它与腹部肥胖和癌症发病率之间的关联。尽管EVOO是地中海饮食的核心,但与其对代谢健康的具体贡献相关的机制仍不完整。在本研究中,我们调查了持续的EVOO摄入频率、地中海饮食依从性(CMDS)和人体测量结果之间的关系。
我们分析了自2023年4月以来完成基于CMDS的在线调查的16273名成年人(46.5%为男性)的数据。数据包括年龄、性别、身高、体重、腰围(WC)、体重指数(BMI)以及饮食/生活方式信息。根据每天约25克(约2汤匙)的摄入量,EVOO摄入频率分为:偶尔(每周<3天)、频繁(每周≥3天但<6天)或规律(每周≥6天)。统计分析包括学生t检验、采用Bonferroni校正的方差分析、中介分析以及对混杂因素进行调整的多变量逻辑回归。
在年龄、BMI、WC和CMDS方面观察到显著的性别差异。规律摄入EVOO的参与者(55.9±8.1岁)比偶尔摄入者(53.9±7.1岁)和频繁摄入者(54.1±7.7岁)年龄显著更大(P = 0.0019),但人体测量指标更优。与偶尔摄入相比,规律摄入与显著更低的BMI(24.7±3.0 vs. 26.6±2.9,P<0.001)和WC(89.1±6.7厘米 vs. 99.4±9.1厘米,P<0.0001)相关,且在各性别中结果一致(两者P均<0.0001)。中介分析显示,EVOO对WC的影响通过CMDS显著介导(P = -0.83,P<0.0001),占总效应的61.9%。在对CMDS进行调整后,直接关联也依然存在(P = -0.59,P<0.0001)。在逻辑回归中,非规律摄入EVOO与腹部肥胖的几率大幅升高相关(优势比5.1;95%置信区间:3.3 - 6.8;P<0.0001)。
在这个大型队列中,规律食用EVOO,虽然意味着更高的CMDS依从性,但与更低的BMI和WC独立相关。EVOO在代谢健康中发挥双重作用,既介导又独立增强了时间地中海饮食依从性与减少腹部肥胖之间的关系。无论总体饮食质量如何,非规律摄入EVOO都是内脏肥胖的一个强风险因素。