Shu Long, Zhang Xiaoyan, Zhou Jianying, Zhu Qin, Si Caijuan
Department of Nutrition, Zhejiang Hospital, Xihu District, Hangzhou, Zhejiang, China.
Department of Digestion, Zhejiang Hospital, Xihu District, Hangzhou, Zhejiang, China.
Front Nutr. 2023 Jun 9;10:1211797. doi: 10.3389/fnut.2023.1211797. eCollection 2023.
Although higher consumption of ultra-processed food (UPF) has been linked to a higher risk of metabolic syndrome (MetS), the results remain controversial. Herein, we performed a systematic review and meta-analysis of observational studies to clarify the relationship between UPF consumption defined by the NOVA framework and risk of MetS.
An extensive literature search on PubMed, ISI Web of Science, EBSCO and China National Knowledge Infrastructure (CNKI) databases was conducted to search for the relevant articles published priori to January 2023, and newly published articles between January 2023 and March 2023 were re-searched. Random-effects or fixed-effects models were adopted to calculate the pooled relative risks (RRs) and 95% confidence intervals (CIs). The between-study heterogeneity was explored using the Cochran's Q test and I-square (I). Publication bias was investigated using the visual inspection of asymmetry in funnel plots and Begg's and Egger's tests.
Nine studies (six cross-sectional and three prospective cohort studies) totaling 23,500 participants with 6,192 MetS cases were included in the final analysis. The pooled effect size for the highest vs. lowest categories of UPF consumption indicated a positive association with the risk of MetS (RR: 1.25, 95%CI: 1.09-1.42, < 0.0001). Subgroup analyses revealed a positive association between consumption of UPF and MetS risk in cross-sectional studies (RR: 1.47, 95%CI: 1.16-1.87, = 0.002), and no significant association in cohort studies (RR: 1.10, 95%CI: 0.96-1.27, = 0.104), respectively. In addition, a more significant association between UPF consumption and increased risk of MetS was found in the subgroups of study quality <7 (RR: 2.22; 95%CI: 1.28-3.84, = 0.004) than study quality ≥7 (RR: 1.20; 95%CI: 1.06-1.36, = 0.005). Similarly, when we performed analyses separately by sample size, there was a significant association between UPF consumption and MetS risk in sample size ≥5,000 (RR: 1.19; 95%CI: 1.11-1.27, < 0.0001), and in sample size <5,000 (RR: 1.43; 95%CI: 1.08-1.90, = 0.013), respectively.
Our findings suggest that higher consumption of UPF is significantly associated with an increased risk of MetS. Further longitudinal studies are needed to confirm the effect of UPF consumption on MetS.
尽管超加工食品(UPF)的高摄入量与代谢综合征(MetS)的高风险相关,但结果仍存在争议。在此,我们对观察性研究进行了系统评价和荟萃分析,以阐明由NOVA框架定义的UPF摄入量与MetS风险之间的关系。
在PubMed、ISI Web of Science、EBSCO和中国知网(CNKI)数据库中进行了广泛的文献检索,以查找2023年1月之前发表的相关文章,并对2023年1月至2023年3月新发表的文章进行了重新检索。采用随机效应或固定效应模型计算合并相对风险(RRs)和95%置信区间(CIs)。使用Cochran's Q检验和I²(I)探讨研究间的异质性。通过漏斗图不对称性的视觉检查以及Begg's和Egger's检验来研究发表偏倚。
最终分析纳入了9项研究(6项横断面研究和3项前瞻性队列研究),共计23,500名参与者,其中6,192例MetS病例。UPF摄入量最高组与最低组的合并效应量表明与MetS风险呈正相关(RR:1.25,95%CI:1.09 - 1.42,P < 0.0001)。亚组分析显示,在横断面研究中,UPF摄入量与MetS风险呈正相关(RR:1.47,95%CI:1.16 - 1.87,P = 0.002),而在队列研究中无显著相关性(RR:1.10,95%CI:0.96 - 1.27,P = 0.104)。此外,研究质量<7的亚组中,UPF摄入量与MetS风险增加之间的关联比研究质量≥7的亚组更显著(RR:2.22;95%CI:1.28 - 3.84,P = 0.004)(RR:1.20;95%CI:1.06 - 1.36,P = 0.005)。同样,当我们按样本量分别进行分析时,样本量≥5000时,UPF摄入量与MetS风险之间存在显著关联(RR:1.19;95%CI:1.11 - 1.27,P < 0.0001),样本量<5000时也存在显著关联(RR:1.43;95%CI:1.08 - 1.90,P = 0.013)。
我们的研究结果表明,较高的UPF摄入量与MetS风险增加显著相关。需要进一步的纵向研究来证实UPF摄入量对MetS的影响。