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评估循环血浆miR-9、miR-29a、miR-192和miR-375作为尼泊尔成年人群中预测糖尿病前期和2型糖尿病潜在生物标志物的价值。

Evaluation of circulating plasma miR-9, miR-29a, miR-192, and miR-375 as potential biomarkers for predicting prediabetes and type 2 diabetes in Nepali adult population.

作者信息

Pokharel Daya Ram, Maskey Abhishek, Kafle Ramchandra, Batajoo Ashim, Dahal Prajwal, Raut Roji, Adhikari Shailesh, Manandhar Binod, Manandhar Krishna Das

机构信息

Department of Biochemistry, Manipal College of Medical Sciences, Pokhara-16, Kaski, Nepal.

Department of Medicine, Manipal Teaching Hospital, Pokhara-11, Kaski, Nepal.

出版信息

Noncoding RNA Res. 2024 Jul 9;9(4):1324-1332. doi: 10.1016/j.ncrna.2024.07.001. eCollection 2024 Dec.

Abstract

Circulating plasma miRNAs have emerged as potential early predictors of glucometabolic disorders. However, their biomarker potential remains unvalidated in populations with diverse genetic backgrounds, races, and ethnicities. This study aims to validate the biomarker potential of plasma miR-9, miR-29a, miR-192, and miR-375 for early detection of prediabetes and type 2 diabetes mellitus (T2DM) in Nepali populations that represent distinct genetic backgrounds, races, and ethnicities. A total of 46 adults, categorized into healthy controls (n = 25), prediabetes (n = 9), and T2DM (n = 12) groups, were enrolled. Baseline sociodemographic, anthropometric, and clinical characteristics were collected. Fold change in plasma expression of all four miRNAs was quantified using RT-qPCR against the reference gene. Their biomarker potential was determined by receiver operating characteristic (ROC) curve analysis. Multivariate discriminant function and hierarchical cluster analyses were used to evaluate the effectiveness of the miRNA panel in reclassifying study participants who were initially categorized according to their glucose tolerance status. Plasma expression of all four miRNAs was significantly upregulated in T2DM patients compared to normoglycemic controls. Furthermore, the expression of only miR-29a and miR-375 was upregulated in T2DM patients than in prediabetic individuals. Notably, only miR-192 expression was significantly upregulated in prediabetic individuals than in the normoglycemic controls. The miRNA expression profiles had the potential of reclassifying the participants into three original groups with an accuracy of 69.6 %. ROC curve analysis identified miR-192 as the predictor for both prediabetes and T2DM, while miR-9, miR-29a, miR-192, and miR-375 were predictive only for T2DM. The specific set of miRNA combinations significantly improved their predictive accuracy. This study validates the early predictive biomarker potential of plasma miR-9, miR-29a, miR-192, and miR-375 also in the Nepali population and paves the way for future translational studies to validate their utility in clinical laboratories.

摘要

循环血浆微小RNA已成为糖代谢紊乱潜在的早期预测指标。然而,在具有不同遗传背景、种族和民族的人群中,它们作为生物标志物的潜力仍未得到验证。本研究旨在验证血浆miR-9、miR-29a、miR-192和miR-375在代表不同遗传背景、种族和民族的尼泊尔人群中用于早期检测糖尿病前期和2型糖尿病(T2DM)的生物标志物潜力。共纳入46名成年人,分为健康对照组(n = 25)、糖尿病前期组(n = 9)和T2DM组(n = 12)。收集了基线社会人口统计学、人体测量学和临床特征。使用针对参考基因的RT-qPCR对所有四种微小RNA的血浆表达变化倍数进行定量。通过受试者工作特征(ROC)曲线分析确定它们的生物标志物潜力。使用多变量判别函数和层次聚类分析来评估微小RNA组合在重新分类最初根据葡萄糖耐量状态分类的研究参与者方面的有效性。与血糖正常的对照组相比,T2DM患者中所有四种微小RNA的血浆表达均显著上调。此外,与糖尿病前期个体相比,T2DM患者中只有miR-29a和miR-375的表达上调。值得注意的是,与血糖正常的对照组相比,糖尿病前期个体中只有miR-192的表达显著上调。微小RNA表达谱有潜力将参与者重新分类为三个原始组,准确率为69.6%。ROC曲线分析确定miR-192是糖尿病前期和T2DM的预测指标,而miR-9、miR-29a、miR-192和miR-375仅对T2DM有预测作用。特定的微小RNA组合集显著提高了它们的预测准确性。本研究验证了血浆miR-9、miR-29a、miR-192和miR-375在尼泊尔人群中作为早期预测生物标志物的潜力,并为未来的转化研究验证它们在临床实验室中的效用铺平了道路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/705a/11298881/f1c543c715bc/gr1.jpg

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