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血浆中三甲胺 N-氧化物及相关代谢物与 2 型糖尿病发病风险的相关性:心血管健康研究。

Association of Trimethylamine N-Oxide and Related Metabolites in Plasma and Incident Type 2 Diabetes: The Cardiovascular Health Study.

机构信息

Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle.

Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio.

出版信息

JAMA Netw Open. 2021 Aug 2;4(8):e2122844. doi: 10.1001/jamanetworkopen.2021.22844.

Abstract

IMPORTANCE

Although rodent studies suggest that trimethylamine N-oxide (TMAO) influences glucose homeostasis and risk of type 2 diabetes, evidence in humans is limited.

OBJECTIVE

To examine the associations of serial measures of plasma TMAO and related metabolite concentrations with incident type 2 diabetes, fasting plasma insulin and glucose levels, and the Gutt insulin sensitivity index (ISI).

DESIGN, SETTING, AND PARTICIPANTS: This prospective cohort design assessed the association of plasma TMAO and related metabolite concentrations with diabetes outcome, whereas a cross-sectional design assessed the association with insulin and glucose levels and Gutt ISI. The participants were a cohort of older US adults from the Cardiovascular Health Study (CHS). Data from June 1989 to May 1990, from November 1992 to June 1993, and from June 1995 to June 1997 were included, with follow-up through June 2010. Levels of TMAO and related metabolites were measured in CHS plasma samples. Data were analyzed from July 2019 to September 2020.

EXPOSURES

Plasma concentrations of TMAO, carnitine, betaine, choline, crotonobetaine, and γ-butyrobetaine, measured by high-performance liquid chromatography and mass spectrometry.

MAIN OUTCOMES AND MEASURES

Linear regression for associations of TMAO and related metabolites with insulin and glucose levels and Gutt ISI, and proportional hazards regression for associations with diabetes.

RESULTS

The study included 4442 participants without diabetes at baseline (mean [SD] age, 73 [6] years at entry; 2710 [61%] women). In multivariable analyses, plasma TMAO, carnitine, crotonobetaine, and γ-butyrobetaine concentrations were positively associated with fasting insulin level (insulin mean geometric ratio comparing fifth with first quintiles of metabolite concentration: 1.07 [95% CI, 1.04-1.10] for TMAO; 1.07 [95% CI, 1.03-1.10] for carnitine; 1.05 [95% CI, 1.02-1.08] for crotonobetaine; and 1.06 [95% CI, 1.02-1.09] for γ-butyrobetaine). In contrast, betaine and choline concentrations were associated with greater insulin sensitivity (mean difference in Gutt ISI comparing fifth with first quintiles: 6.46 [95% CI, 4.32-8.60] and 2.27 [95% CI, 0.16-4.38], respectively). Incident diabetes was identified in 661 participants during a median 12.1 (interquartile range, 6.9-17.1) years of follow-up. In multivariable analyses, TMAO and metabolites were not significantly associated with type 2 diabetes risk (hazard ratios of diabetes comparing fifth with first quintile: 1.20 [95% CI, 0.94-1.55] for TMAO; 0.96 [95% CI, 0.74-1.24] for choline; 0.88 [95% CI, 0.67-1.15] for betaine; 1.07 [95% CI, 0.83-1.37] for carnitine; 0.79 [95% CI, 0.60-1.04] for γ-butyrobetaine; and 1.06 [95% CI, 0.83-1.35] for crotonobetaine).

CONCLUSIONS AND RELEVANCE

Plasma TMAO and related metabolites were not significantly associated with type 2 diabetes among older adults. The metabolites TMAO, carnitine, γ-butyrobetaine, and crotonobetaine may be associated with insulin resistance, and betaine and choline may be associated with greater insulin sensitivity, but temporality of the associations was not established.

摘要

重要性:尽管啮齿动物研究表明三甲胺 N-氧化物(TMAO)会影响葡萄糖稳态并增加 2 型糖尿病的患病风险,但人体证据有限。

目的:检测血浆 TMAO 和相关代谢物浓度的连续测量值与 2 型糖尿病、空腹血浆胰岛素和葡萄糖水平以及 Gut 胰岛素敏感性指数(ISI)的相关性。

设计、环境和参与者:本前瞻性队列设计评估了血浆 TMAO 和相关代谢物浓度与糖尿病结局的相关性,而横断面设计评估了与胰岛素和葡萄糖水平以及 Gut ISI 的相关性。参与者是来自心血管健康研究(CHS)的美国老年成年人队列。数据来自 1989 年 6 月至 1990 年 5 月、1992 年 11 月至 1993 年 6 月以及 1995 年 6 月至 1997 年 6 月,随访至 2010 年 6 月。CHS 血浆样本中测量了 TMAO 和相关代谢物的水平。数据分析于 2019 年 7 月至 2020 年 9 月进行。

暴露:TMAO、肉碱、甜菜碱、胆碱、丁烯基甜菜碱和γ-丁基甜菜碱的血浆浓度,通过高效液相色谱和质谱法测量。

主要结果和措施:TMAO 和相关代谢物与胰岛素和葡萄糖水平以及 Gut ISI 的关联采用线性回归进行分析,与糖尿病的关联采用比例风险回归进行分析。

结果:该研究包括 4442 名基线时无糖尿病的参与者(平均[标准差]年龄,进入研究时为 73[6]岁;2710[61%]名女性)。在多变量分析中,血浆 TMAO、肉碱、丁烯基甜菜碱和γ-丁基甜菜碱浓度与空腹胰岛素水平呈正相关(比较代谢物浓度五分位数与第一分位数的胰岛素平均几何比:TMAO 为 1.07[95%CI,1.04-1.10];肉碱为 1.07[95%CI,1.03-1.10];丁烯基甜菜碱为 1.05[95%CI,1.02-1.08];γ-丁基甜菜碱为 1.06[95%CI,1.02-1.09])。相比之下,甜菜碱和胆碱浓度与更高的胰岛素敏感性相关(比较五分位数与第一分位数的 Gut ISI 平均差异:分别为 6.46[95%CI,4.32-8.60]和 2.27[95%CI,0.16-4.38])。在中位 12.1(四分位距,6.9-17.1)年的随访期间,661 名参与者被确诊为 2 型糖尿病。在多变量分析中,TMAO 和代谢物与 2 型糖尿病风险无显著相关性(比较五分位数与第一分位数的糖尿病风险比:TMAO 为 1.20[95%CI,0.94-1.55];胆碱为 0.96[95%CI,0.74-1.24];甜菜碱为 0.88[95%CI,0.67-1.15];肉碱为 1.07[95%CI,0.83-1.37];γ-丁基甜菜碱为 0.79[95%CI,0.60-1.04];丁烯基甜菜碱为 1.06[95%CI,0.83-1.35])。

结论和相关性:在老年人中,血浆 TMAO 和相关代谢物与 2 型糖尿病无显著相关性。代谢物 TMAO、肉碱、γ-丁基甜菜碱和丁烯基甜菜碱可能与胰岛素抵抗相关,而甜菜碱和胆碱可能与更高的胰岛素敏感性相关,但关联的时间顺序尚未确定。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ad9/8397925/59d43b6f10cf/jamanetwopen-e2122844-g001.jpg

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