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脂质亚类通过甘油三酯-葡萄糖指数区分胰岛素抵抗。

Lipid Subclasses Differentiate Insulin Resistance by Triglyceride-Glucose Index.

作者信息

Naja Khaled, Anwardeen Najeha, Albagha Omar, Elrayess Mohamed A

机构信息

Biomedical Research Center, QU Health, Qatar University, Doha P.O. Box 2713, Qatar.

Division of Genomics and Translational Biomedicine, College of Health and Life Sciences, Hamad Bin Khalifa University (HBKU), Doha P.O. Box 34110, Qatar.

出版信息

Metabolites. 2025 May 20;15(5):342. doi: 10.3390/metabo15050342.

Abstract

BACKGROUND

Insulin resistance is a key driver of metabolic syndrome and related disorders, yet its underlying metabolic alterations remain incompletely understood. The Triglyceride-Glucose (TyG) index is an emerging, accessible marker for insulin resistance, with growing evidence supporting its clinical utility. This study aimed to characterize the metabolic profiles associated with insulin resistance using the TyG index in a large, population-based cohort, and to identify metabolic pathways potentially implicated in insulin resistance.

METHODS

Here, we conducted a cross-sectional study using data from the Qatar Biobank, including 1255 participants without diabetes classified as insulin-sensitive or insulin-resistant based on TyG index tertiles. Untargeted serum metabolomics profiling was performed using high-resolution mass spectrometry. Our statistical analyses included orthogonal partial least squares discriminate analysis and linear models.

RESULTS

Distinct metabolic signatures differentiated insulin-resistant from insulin-sensitive participants. Phosphatidylethanolamines, phosphatidylinositols, and phosphatidylcholines, were strongly associated with insulin resistance, while plasmalogens and sphingomyelins were consistently linked to insulin sensitivity.

CONCLUSIONS

Lipid-centric pathways emerge as potential biomarkers and therapeutic targets for the early detection and personalized management of insulin resistance and related metabolic disorders. Longitudinal studies are warranted to validate causal relationships.

摘要

背景

胰岛素抵抗是代谢综合征及相关疾病的关键驱动因素,但其潜在的代谢改变仍未完全明确。甘油三酯-葡萄糖(TyG)指数是一种新兴的、易于获取的胰岛素抵抗标志物,越来越多的证据支持其临床应用价值。本研究旨在利用TyG指数在一个大型的基于人群的队列中描述与胰岛素抵抗相关的代谢谱,并确定可能与胰岛素抵抗有关的代谢途径。

方法

在此,我们利用卡塔尔生物样本库的数据进行了一项横断面研究,包括1255名无糖尿病参与者,根据TyG指数三分位数分为胰岛素敏感或胰岛素抵抗组。使用高分辨率质谱进行非靶向血清代谢组学分析。我们的统计分析包括正交偏最小二乘判别分析和线性模型。

结果

不同的代谢特征区分了胰岛素抵抗和胰岛素敏感参与者。磷脂酰乙醇胺、磷脂酰肌醇和磷脂酰胆碱与胰岛素抵抗密切相关,而缩醛磷脂和鞘磷脂则始终与胰岛素敏感性相关。

结论

以脂质为中心的代谢途径有望成为胰岛素抵抗及相关代谢紊乱早期检测和个性化管理的潜在生物标志物和治疗靶点。有必要进行纵向研究以验证因果关系。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f6e/12113954/ad3f68b90485/metabolites-15-00342-g001.jpg

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