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C 反应蛋白部分介导了咖啡消费与 2 型糖尿病风险之间的负相关关系:英国生物库和鹿特丹研究队列。

C-reactive protein partially mediates the inverse association between coffee consumption and risk of type 2 diabetes: The UK Biobank and the Rotterdam study cohorts.

机构信息

Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands; Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibáñez, Santiago, Chile.

Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands.

出版信息

Clin Nutr. 2023 May;42(5):661-669. doi: 10.1016/j.clnu.2023.02.024. Epub 2023 Mar 7.

Abstract

BACKGROUND

Coffee is among the most consumed beverages worldwide. Coffee consumption has been associated with lower risk of type 2 diabetes mellitus (T2D), but underlying mechanisms are not well understood. We aimed to study the role of classic and novel-T2D biomarkers with anti- or pro-inflammatory activity in the association between habitual coffee intake and T2D risk. Furthermore, we studied differences by coffee types and smoking status in this association.

METHODS

Using two large population-based cohorts, the UK-Biobank (UKB; n = 145,368) and the Rotterdam Study (RS; n = 7111), we investigated associations of habitual coffee consumption with incident T2D and repeated measures of insulin resistance (HOMA-IR), using Cox proportional hazards and mixed effect models, respectively. Additionally, we studied associations between coffee and subclinical inflammation biomarkers including C-reactive protein (CRP) and IL-13, and adipokines, such as adiponectin and leptin, using linear regression models. Next, we performed formal causal mediation analyses to investigate the role of coffee-associated biomarkers in the association of coffee with T2D. Finally, we evaluated effect modification by coffee type and smoking. All models were adjusted for sociodemographic, lifestyle and health-related factors.

RESULTS

During a median follow-up of 13.9 (RS) and 7.4 (UKB) years, 843 and 2290 incident T2D cases occurred, respectively. A 1 cup/day increase in coffee consumption was associated with 4% lower T2D risk (RS, HR = 0.96 [95%CI 0.92; 0.99], p = 0.045; UKB, HR = 0.96 [0.94; 0.98], p < 0.001), with lower HOMA-IR (RS, log-transformed β = -0.017 [-0.024;-0.010], p < 0.001), and with lower CRP (RS, log-transformed β = -0.014 [-0.022;-0.005], p = 0.002; UKB, β = -0.011 [-0.012;-0.009], p < 0.001). We also observed associations of higher coffee consumption with higher serum adiponectin and IL-13 concentrations, and with lower leptin concentrations. Coffee-related CRP levels partially mediated the inverse association of coffee intake with T2D incidence (average mediation effect RS β = 0.105 (0.014; 0.240), p = 0.016; UKB β = 6.484 (4.265; 9.339), p < 0.001), with a proportion mediated by CRP from 3.7% [-0.012%; 24.4%] (RS) to 9.8% [5,7%; 25.8%] (UKB). No mediation effect was observed for the other biomarkers. Coffee-T2D and coffee-CRP associations were generally stronger among consumers of ground (filtered or espresso) coffee and among never and former smokers.

CONCLUSIONS

Lower subclinical inflammation may partially mediate the beneficial association between coffee consumption and lower T2D risk. Consumers of ground coffee and non-smokers may benefit the most. KEYWORDS (MESH TERMS): coffee consumptions; diabetes mellitus, type 2; inflammation; adipokines; biomarkers; mediation analysis; follow-up studies.

摘要

背景

咖啡是全球最受欢迎的饮品之一。咖啡的摄入与 2 型糖尿病(T2D)风险降低有关,但潜在机制尚不清楚。我们旨在研究具有抗炎或促炎活性的经典和新型 T2D 生物标志物在习惯性咖啡摄入与 T2D 风险之间的关系。此外,我们研究了这种关联在不同咖啡类型和吸烟状况下的差异。

方法

我们使用两个大型基于人群的队列,英国生物库(UKB;n=145368)和鹿特丹研究(RS;n=7111),分别使用 Cox 比例风险和混合效应模型,研究习惯性咖啡摄入与 T2D 发病和胰岛素抵抗(HOMA-IR)的重复测量之间的关联。此外,我们使用线性回归模型研究了咖啡与包括 C 反应蛋白(CRP)和 IL-13 在内的亚临床炎症生物标志物以及脂联素和瘦素等脂肪因子之间的关联。接下来,我们进行了正式的因果中介分析,以研究咖啡相关生物标志物在咖啡与 T2D 之间关联中的作用。最后,我们评估了咖啡类型和吸烟的作用修饰。所有模型均经过社会人口统计学、生活方式和健康相关因素的调整。

结果

在中位数为 13.9 年(RS)和 7.4 年(UKB)的随访期间,分别发生了 843 和 2290 例 T2D 病例。咖啡摄入量增加 1 杯/天,T2D 风险降低 4%(RS,HR=0.96 [95%CI 0.92;0.99],p=0.045;UKB,HR=0.96 [0.94;0.98],p<0.001),HOMA-IR 降低(RS,log 转换β=-0.017 [-0.024;-0.010],p<0.001),CRP 降低(RS,log 转换β=-0.014 [-0.022;-0.005],p=0.002;UKB,β=-0.011 [-0.012;-0.009],p<0.001)。我们还观察到,较高的咖啡摄入量与血清脂联素和 IL-13 浓度升高以及瘦素浓度降低有关。咖啡相关的 CRP 水平部分介导了咖啡摄入与 T2D 发病率之间的负相关(平均中介效应 RS β=0.105 [0.014;0.240],p=0.016;UKB β=6.484 [4.265;9.339],p<0.001),CRP 介导的比例为 3.7% [-0.012%;24.4%](RS)至 9.8% [5,7%;25.8%](UKB)。其他生物标志物没有中介作用。在饮用研磨(过滤或浓咖啡)咖啡和从不吸烟或前吸烟者中,咖啡-T2D 和咖啡-CRP 关联通常更强。

结论

亚临床炎症的降低可能部分介导了咖啡摄入与较低的 T2D 风险之间的有益关联。饮用研磨咖啡的人和不吸烟的人可能受益最大。关键词(MESH 术语):咖啡消耗;2 型糖尿病;炎症;脂肪因子;生物标志物;中介分析;随访研究。

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