Zhong Tao, Huang Yu-Qing, Wang Guiming
Department of Cardiology, The First Hospital of Nanchang, Nanchang, China.
Department of Cardiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou, China.
Arch Med Sci. 2024 May 1;20(6):1930-1942. doi: 10.5114/aoms/188068. eCollection 2024.
Worldwide, type 2 diabetes is a major health concern with numerous risk factors. In observational studies, cheese consumption has been linked to type 2 diabetes, but it is still unclear whether this relationship is causal. To evaluate this relationship, we performed a two-sample Mendelian randomization (MR) study.
Summary cheese intake statistics were obtained from UK Biobank and publicly available genome-wide association studies (GWAS) for type 2 diabetes from IEU OpenGWAS, FinnGen Biobank, EBI GWAS, and Biobank Japan. The primary method was pooled meta-analysis with the inverse variance weighting method. The sensitivity analyses included MR-Egger regression, weighted median, weighted mode, and leave-one-out. MR estimations of causation were reported as odds ratios (OR) with 95% confidence intervals (CI).
In the pooled meta-analysis of the fixed and random effect model, the combined ORs for type 2 diabetes were 0.58 (95% CI: 0.50-0.68, < 0.001) and 0.50 (95% CI: 0.32-0.78, = 0.003) per standard deviation rise in the levels of cheese intake. Sensitivity analysis revealed no horizontal pleiotropy (all > 0.05) but heterogeneity (all < 0.05).
We found that moderate consumption of beneficial cheese may reduce the risk of type 2 diabetes. These findings suggested that increasing cheese intake appropriate for humans may help prevent and control type 2 diabetes.
在全球范围内,2型糖尿病是一个受到众多风险因素影响的重大健康问题。在观察性研究中,食用奶酪与2型糖尿病有关,但这种关系是否具有因果性仍不清楚。为了评估这种关系,我们进行了一项两样本孟德尔随机化(MR)研究。
从英国生物银行获取奶酪摄入量的汇总统计数据,并从IEU OpenGWAS、芬兰生物银行、欧洲生物信息研究所全基因组关联研究(GWAS)以及日本生物银行获取公开可用的2型糖尿病全基因组关联研究数据。主要方法是采用逆方差加权法进行合并荟萃分析。敏感性分析包括MR-Egger回归、加权中位数、加权众数和留一法。因果关系的MR估计以比值比(OR)及其95%置信区间(CI)表示。
在固定效应模型和随机效应模型的合并荟萃分析中,奶酪摄入量每增加一个标准差,2型糖尿病的合并OR分别为0.58(95%CI:0.50 - 0.68,<0.001)和0.50(95%CI:0.32 - 0.78,=0.003)。敏感性分析显示无水平多效性(所有p>0.05)但存在异质性(所有p<0.05)。
我们发现适量食用有益奶酪可能会降低2型糖尿病的风险。这些发现表明,增加适合人类的奶酪摄入量可能有助于预防和控制2型糖尿病。