Departament de Bioquímica i Biotecnologia, Unitat de Nutrició Humana, Hospital Universitari San Joan de Reus, Universitat Rovira i Virgili, Reus, 43202, Spain.
Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, 43204, Spain.
Mol Nutr Food Res. 2022 Dec;66(23):e2200145. doi: 10.1002/mnfr.202200145. Epub 2022 Oct 26.
Consumption of meat has been associated with a higher risk of type 2 diabetes (T2D), but if plasma metabolite profiles associated with these foods reflect this relationship is unknown. The objective is to identify a metabolite signature of consumption of total meat (TM), red meat (RM), processed red meat (PRM), and fish and examine if they are associated with T2D risk.
The discovery population includes 1833 participants from the PREDIMED trial. The internal validation sample includes 1522 participants with available 1-year follow-up metabolomic data. Associations between metabolites and TM, RM, PRM, and fish are evaluated with elastic net regression. Associations between the profiles and incident T2D are estimated using Cox regressions. The profiles included 72 metabolites for TM, 69 for RM, 74 for PRM, and 66 for fish. After adjusting for T2D risk factors, only profiles of TM (Hazard Ratio (HR): 1.25, 95% CI: 1.06-1.49), RM (HR: 1.27, 95% CI: 1.07-1.52), and PRM (HR: 1.27, 95% CI: 1.07-1.51) are associated with T2D.
The consumption of TM, its subtypes, and fish is associated with different metabolites, some of which have been previously associated with T2D. Scores based on the identified metabolites for TM, RM, and PRM show a significant association with T2D risk.
食用肉类与 2 型糖尿病(T2D)风险增加有关,但与这些食物相关的血浆代谢物谱是否反映了这种关系尚不清楚。本研究旨在确定总肉(TM)、红肉(RM)、加工红肉(PRM)和鱼类的消费的代谢物特征,并检查它们是否与 T2D 风险相关。
发现人群包括 PREDIMED 试验中的 1833 名参与者。内部验证样本包括 1522 名参与者,他们有可用的 1 年随访代谢组学数据。使用弹性网络回归评估代谢物与 TM、RM、PRM 和鱼类之间的相关性。使用 Cox 回归估计这些特征与 T2D 发病风险之间的关系。这些特征包括 TM 的 72 种代谢物、RM 的 69 种代谢物、PRM 的 74 种代谢物和鱼类的 66 种代谢物。在调整了 T2D 危险因素后,只有 TM(危险比(HR):1.25,95%置信区间(CI):1.06-1.49)、RM(HR:1.27,95%CI:1.07-1.52)和 PRM(HR:1.27,95%CI:1.07-1.51)的特征与 T2D 相关。
TM、其亚型和鱼类的消费与不同的代谢物相关,其中一些代谢物与 T2D 有关。基于 TM、RM 和 PRM 鉴定出的代谢物的得分与 T2D 发病风险显著相关。