Department of Nutrition and Food Hygiene, School of Public Health, Soochow University, Suzhou, China.
Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA.
Diabetologia. 2022 Jul;65(7):1133-1144. doi: 10.1007/s00125-022-05690-w. Epub 2022 Mar 31.
AIMS/HYPOTHESIS: We aimed to evaluate associations of multiple recommended dietary patterns (i.e. the alternate Mediterranean diet [aMED], the Healthy Eating Index [HEI]-2015 and the healthful Plant-based Diet Index [hPDI]) with serum metabolite profile, and to examine dietary-pattern-associated metabolites in relation to incident diabetes.
We included 2842 adult participants free from diabetes, CVD and cancer during baseline recruitment of the Hispanic Community Health Study/Study of Latinos. Metabolomics profiling of fasting serum was performed using an untargeted approach. Dietary pattern scores were derived using information collected by two 24 h dietary recalls. Dietary-pattern-associated metabolites were identified using multivariable survey linear regressions and their associations with incident diabetes were assessed using multivariable survey Poisson regressions with adjustment for traditional risk factors.
We identified eight metabolites (mannose, γ/β-tocopherol, N1-methylinosine, pyrraline and four amino acids) that were inversely associated with all dietary scores. These metabolites were detrimentally associated with various cardiometabolic risk traits, especially insulin resistance. A score comprised of these metabolites was associated with elevated risk of diabetes (RR 1.54 [95% CI 1.29, 1.83]), and this detrimental association appeared to be attenuated or eliminated by having a higher score for aMED (p = 0.0001), HEI-2015 (p = 0.020) or hPDI (p = 0.023). For example, RR (95% CI) of diabetes for each SD increment in the metabolite score was 1.99 (1.44, 2.37), 1.67 (1.17, 2.38) and 1.08 (0.86, 1.34) across the lowest to the highest tertile of aMED score, respectively.
CONCLUSIONS/INTERPRETATION: Various recommended dietary patterns were inversely related to a group of metabolites that were associated with elevated risk of diabetes. Adhering to a healthful eating pattern may attenuate or eliminate the detrimental association between metabolically unhealthy serum metabolites and risk of diabetes.
目的/假设:我们旨在评估多种推荐的饮食模式(即交替地中海饮食[aMED]、健康饮食指数[HEI]-2015 和健康植物性饮食指数[hPDI])与血清代谢物谱的关联,并研究与糖尿病发病相关的饮食模式相关代谢物。
我们纳入了 2842 名在西班牙裔社区健康研究/拉丁裔研究的基线招募期间无糖尿病、心血管疾病和癌症的成年参与者。使用非靶向方法对空腹血清进行代谢组学分析。通过两次 24 小时膳食回忆收集信息得出饮食模式评分。使用多变量调查线性回归确定与饮食模式相关的代谢物,并使用多变量调查泊松回归评估这些代谢物与新发糖尿病的相关性,调整传统风险因素。
我们确定了 8 种代谢物(甘露糖、γ/β-生育酚、N1-甲基肌苷、吡咯啉和 4 种氨基酸)与所有饮食评分呈负相关。这些代谢物与各种心血管代谢风险特征呈不利关联,尤其是胰岛素抵抗。由这些代谢物组成的评分与糖尿病风险升高相关(RR 1.54[95%CI 1.29,1.83]),这种不利关联似乎通过增加 aMED(p=0.0001)、HEI-2015(p=0.020)或 hPDI(p=0.023)评分而减弱或消除。例如,对于代谢物评分每增加一个标准差,糖尿病的 RR(95%CI)在 aMED 评分最低到最高三分位数分别为 1.99(1.44,2.37)、1.67(1.17,2.38)和 1.08(0.86,1.34)。
结论/解释:各种推荐的饮食模式与一组代谢物呈负相关,这些代谢物与糖尿病发病风险升高有关。遵循健康的饮食模式可能会减弱或消除代谢不健康的血清代谢物与糖尿病风险之间的不利关联。