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

IF 5.9 3区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Daya Ram Pokharel , Abhishek Maskey , Ramchandra Kafle , Ashim Batajoo , Prajwal Dahal , Roji Raut , Shailesh Adhikari , Binod Manandhar , Krishna Das Manandhar
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引用次数: 0

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 RNU6B 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.

评估循环血浆 miR-9、miR-29a、miR-192 和 miR-375 作为预测尼泊尔成人糖尿病前期和 2 型糖尿病的潜在生物标记物的作用
循环血浆 miRNAs 已成为早期预测糖代谢紊乱的潜在指标。然而,在具有不同遗传背景、种族和民族的人群中,它们的生物标志物潜力仍未得到验证。本研究旨在验证血浆 miR-9、miR-29a、miR-192 和 miR-375 的生物标志物潜力,以便在代表不同遗传背景、种族和民族的尼泊尔人群中早期检测糖尿病前期和 2 型糖尿病(T2DM)。研究人员共招募了 46 名成年人,分为健康对照组(25 人)、糖尿病前期组(9 人)和 T2DM 组(12 人)。收集了基线社会人口学、人体测量学和临床特征。采用 RT-qPCR 方法,对照 RNU6B 参考基因,对所有四种 miRNA 的血浆表达折叠变化进行量化。通过接收者操作特征(ROC)曲线分析确定了它们的生物标记潜力。多变量判别函数和分层聚类分析用于评估 miRNA 面板在对最初根据糖耐量状态分类的研究参与者进行重新分类方面的有效性。与血糖正常的对照组相比,T2DM 患者血浆中所有四种 miRNA 的表达都明显上调。此外,与糖尿病前期患者相比,只有 miR-29a 和 miR-375 在 T2DM 患者中表达上调。值得注意的是,与血糖正常的对照组相比,只有 miR-192 在糖尿病前期患者中的表达明显上调。miRNA 表达谱有可能将参与者重新分为三个原始组别,准确率为 69.6%。ROC 曲线分析表明,miR-192 可预测糖尿病前期和 T2DM,而 miR-9、miR-29a、miR-192 和 miR-375 只能预测 T2DM。特定的 miRNA 组合大大提高了它们的预测准确性。这项研究验证了血浆 miR-9、miR-29a、miR-192 和 miR-375 在尼泊尔人群中也具有早期预测生物标志物的潜力,并为未来的转化研究铺平了道路,以验证它们在临床实验室中的效用。
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来源期刊
Non-coding RNA Research
Non-coding RNA Research Medicine-Biochemistry (medical)
CiteScore
7.70
自引率
6.00%
发文量
39
审稿时长
49 days
期刊介绍: Non-coding RNA Research aims to publish high quality research and review articles on the mechanistic role of non-coding RNAs in all human diseases. This interdisciplinary journal will welcome research dealing with all aspects of non-coding RNAs-their biogenesis, regulation and role in disease progression. The focus of this journal will be to publish translational studies as well as well-designed basic studies with translational and clinical implications. The non-coding RNAs of particular interest will be microRNAs (miRNAs), small interfering RNAs (siRNAs), small nucleolar RNAs (snoRNAs), U-RNAs/small nuclear RNAs (snRNAs), exosomal/extracellular RNAs (exRNAs), Piwi-interacting RNAs (piRNAs) and long non-coding RNAs. Topics of interest will include, but not limited to: -Regulation of non-coding RNAs -Targets and regulatory functions of non-coding RNAs -Epigenetics and non-coding RNAs -Biological functions of non-coding RNAs -Non-coding RNAs as biomarkers -Non-coding RNA-based therapeutics -Prognostic value of non-coding RNAs -Pharmacological studies involving non-coding RNAs -Population based and epidemiological studies -Gene expression / proteomics / computational / pathway analysis-based studies on non-coding RNAs with functional validation -Novel strategies to manipulate non-coding RNAs expression and function -Clinical studies on evaluation of non-coding RNAs The journal will strive to disseminate cutting edge research, showcasing the ever-evolving importance of non-coding RNAs in modern day research and medicine.
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