Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, VIC 3010, Australia.
Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, VIC 3002, Australia.
Nutrients. 2023 Dec 28;16(1):103. doi: 10.3390/nu16010103.
This longitudinal study used diet-wide association studies (DWAS) to investigate the association between diverse dietary food and nutrient intakes and the onset of type 2 diabetes mellitus (T2DM). Out of 502,505 participants from the UK Biobank, 119,040 with dietary data free of T2DM at the baseline were included, and 3241 developed T2DM during a median follow-up of 11.7 years. The DWAS analysis, which is based on Cox regression models, was used to analyse the associations between dietary food or nutrient intake factors and T2DM risk. The study found that 10 out of 225 dietary factors were significantly associated with the T2DM risk. Total alcohol (HR = 0.86, 0.85-0.92, = 1.26 × 10), red wine (HR = 0.89, 0.88-0.94, = 7.95 × 10), and fresh tomatoes (HR = 0.92, 0.89-0.94, = 2.3 × 10) showed a negative association with T2DM risk, whereas sliced buttered bread exhibited a positive association. Additionally, 5 out of 21 nutrient intake variables revealed significant associations with the T2DM risk, with iron having the highest protective effect and starch as a risk factor. In conclusion, DWAS is an effective method for discovering novel associations when exploring numerous dietary variables simultaneously and could provide valuable insight into future dietary guidance for T2DM.
这项纵向研究使用了全饮食关联研究(DWAS)来探究各种饮食食物和营养素摄入与 2 型糖尿病(T2DM)发病之间的关联。在来自英国生物库的 502505 名参与者中,有 119040 人在基线时没有 T2DM 病史且饮食数据完整,在中位随访 11.7 年后有 3241 人患上了 T2DM。DWAS 分析基于 Cox 回归模型,用于分析饮食食物或营养素摄入因素与 T2DM 风险之间的关联。研究发现,225 种饮食因素中有 10 种与 T2DM 风险显著相关。总酒精(HR=0.86,0.85-0.92, = 1.26×10)、红酒(HR=0.89,0.88-0.94, = 7.95×10)和新鲜番茄(HR=0.92,0.89-0.94, = 2.3×10)与 T2DM 风险呈负相关,而切片黄油面包则呈正相关。此外,21 种营养素摄入变量中有 5 种与 T2DM 风险显著相关,其中铁的保护作用最强,而淀粉则是一个风险因素。总之,DWAS 是一种有效的方法,可用于在同时探索大量饮食变量时发现新的关联,并为未来的 T2DM 饮食指导提供有价值的见解。