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生活方式干预对糖尿病前期患者血糖调节的代谢组学标志物。

Metabolomic markers of glucose regulation after a lifestyle intervention in prediabetes.

机构信息

Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, Boston, Massachusetts, USA

Department of Medicine, Harvard Medical School, Boston, MA, USA.

出版信息

BMJ Open Diabetes Res Care. 2022 Oct;10(5). doi: 10.1136/bmjdrc-2022-003010.

Abstract

INTRODUCTION

Disentangling the specific factors that regulate glycemia from prediabetes to normoglycemia could improve type 2 diabetes prevention strategies. Metabolomics provides substantial insights into the biological understanding of environmental factors such as diet. This study aimed to identify metabolomic markers of regression to normoglycemia in the context of a lifestyle intervention (LSI) in individuals with prediabetes.

RESEARCH DESIGN AND METHODS

We conducted a single-arm intervention study with 24 weeks of follow-up. Eligible study participants had at least one prediabetes criteria according to the American Diabetes Association guidelines, and body mass index between 25 and 45 kg/m. LSI refers to a hypocaloric diet and >150 min of physical activity per week. Regression to normoglycemia (RNGR) was defined as achieving hemoglobin A1c (HbA1c) <5.5% in the final visit. Baseline and postintervention plasma metabolomic profiles were measured using liquid chromatography-tandem mass spectrometry. To select metabolites associated with RNGR, we conducted the least absolute shrinkage and selection operator-penalized regressions.

RESULTS

The final sample was composed of 82 study participants. Changes in three metabolites were significantly associated with regression to normoglycemia; N-acetyl-D-galactosamine (OR=0.54; 95% CI 0.32 to 0.82), putrescine (OR=0.90, 95% CI 0.81 to 0.98), and 7-methylguanine (OR=1.06; 95% CI 1.02 to 1.17), independent of HbA1c and weight loss. In addition, metabolomic perturbations due to LSI displayed enrichment of taurine and hypotaurine metabolism pathway (p=0.03) compatible with biomarkers of protein consumption, lower red meat and animal fats and higher seafood and vegetables.

CONCLUSIONS

Evidence from this study suggests that specific metabolomic markers have an influence on glucose regulation in individuals with prediabetes after 24 weeks of LSI independently of other treatment effects such as weight loss.

摘要

简介

从糖尿病前期到正常血糖水平,理清调节血糖的具体因素可以改善 2 型糖尿病的预防策略。代谢组学为了解饮食等环境因素对生物学的影响提供了大量的见解。本研究旨在确定在糖尿病前期个体的生活方式干预(LSI)背景下,血糖恢复正常的代谢组学标志物。

研究设计和方法

我们进行了一项为期 24 周随访的单臂干预研究。合格的研究参与者根据美国糖尿病协会的指南,至少有一个糖尿病前期标准,体重指数在 25 到 45 公斤/平方米之间。LSI 指的是低热量饮食和每周>150 分钟的体育活动。血糖恢复正常(RNGR)定义为在最后一次就诊时达到血红蛋白 A1c(HbA1c)<5.5%。使用液相色谱-串联质谱法测量基线和干预后血浆代谢组学谱。为了选择与 RNGR 相关的代谢物,我们进行了最小绝对收缩和选择算子惩罚回归。

结果

最终样本由 82 名研究参与者组成。三种代谢物的变化与血糖恢复正常显著相关;N-乙酰-D-半乳糖胺(OR=0.54;95%可信区间 0.32 至 0.82)、腐胺(OR=0.90,95%可信区间 0.81 至 0.98)和 7-甲基鸟嘌呤(OR=1.06;95%可信区间 1.02 至 1.17),独立于 HbA1c 和体重减轻。此外,LSI 引起的代谢组学改变显示牛磺酸和次牛磺酸代谢途径富集(p=0.03),与蛋白质消耗的生物标志物一致,红肉和动物脂肪减少,海鲜和蔬菜增加。

结论

这项研究的证据表明,在糖尿病前期个体接受 24 周 LSI 治疗后,特定的代谢组学标志物对血糖调节有影响,独立于其他治疗效果,如体重减轻。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/190d/9577902/934e9cec45f5/bmjdrc-2022-003010f01.jpg

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