将血浆 miR-4505、miR-4743-5p 和 miR-4750-3p 鉴定为 2 型糖尿病患者冠状动脉疾病的新型诊断生物标记物:一项病例对照研究。

IF 8.5 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS
Joanna Szydełko, Marcin Czop, Alicja Petniak, Monika Lenart-Lipińska, Janusz Kocki, Tomasz Zapolski, Beata Matyjaszek-Matuszek
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引用次数: 0

摘要

背景:2 型糖尿病(T2DM)和冠状动脉疾病(CAD)是常见的并存临床实体,在全球的发病率仍在不断上升。最近,循环中的微小核糖核酸(miRNA)已成为心脏代谢疾病的新型分子角色。本研究旨在确定一种特定的miRNA特征作为T2DM患者CAD的候选生物标志物,并阐明导致糖尿病动脉粥样硬化的潜在miRNA依赖机制:方法:研究人员收集了38份伴有或不伴有CAD的T2DM患者、CAD患者和健康对照者的血浆样本,利用芯片对2,578个miRNA进行了表达谱分析。为了研究差异表达(DE)miRNA靶基因的调控作用,研究人员利用多种生物信息学工具进行了功能注释和通路富集分析。然后,利用 Cytoscape 软件中的 STRING 数据库建立了蛋白质-蛋白质相互作用网络,接着进行了聚类分析和中心基因鉴定。反转录定量实时聚合酶链反应(RT-qPCR)用于在 94 名参与者组成的更大复制队列中验证芯片数据。应用接收者操作特征分析评估 miRNA 的诊断价值。多变量逻辑回归分析用于建立基于 miRNA 的诊断模型:结果:在发现阶段,hsa-miR-4505、hsa-miR-4743-5p、hsa-miR-6846-5p过度表达,hsa-miR-3613-3p、hsa-miR-4668-5p、hsa-miR-4706-5p下调、hsa-miR-4613-3p、hsa-miR-4668-5p、hsa-miR-4706、hsa-miR-6511b-5p、hsa-miR-6750-5p、hsa-miR-4750-3p、hsa-miR-320e、hsa-miR-4717-3p、hsa-miR-7850-5p。其中,hsa-miR-4505、hsa-miR-4743-5p 和 hsa-miR-4750-3p 参与脂肪酸代谢、白细胞跨内皮迁移和神经营养素信号通路。与 T2DM 受试者和对照组相比,T2DM-CAD 患者血浆中 hsa-miR-4505、hsa-miR-4743-5p 和 hsa-miR-4750-3p 的失调(均为 p 结论我们的研究揭示了患有 CAD 的 T2DM 患者血浆来源 miRNA 的独特特征。研究还发现了潜在的 miRNA 调控通路,从而探索了 T2DM 并发 CAD 的潜在发病机制。我们建立了一个由 hsa-miR-4505、hsa-miR-4743-5p 和 hsa-miR-4750-3p 组成的特异性三miRNA 小组,可作为 T2DM 患者 CAD 的新型非侵入性生物标记物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identification of plasma miR-4505, miR-4743-5p and miR-4750-3p as novel diagnostic biomarkers for coronary artery disease in patients with type 2 diabetes mellitus: a case-control study.

Background: Type 2 diabetes mellitus (T2DM) and coronary artery disease (CAD) are commonly coexisting clinical entities with still growing incidence worldwide. Recently, circulating microRNAs (miRNAs) have emerged as novel molecular players in cardiometabolic diseases. This study aimed to identify a specific miRNA signature as a candidate biomarker for CAD in T2DM and to delineate potential miRNA-dependent mechanisms contributing to diabetic atherosclerosis.

Methods: A total of 38 plasma samples from T2DM patients with and without CAD, CAD patients and healthy controls were collected for expression profiling of 2,578 miRNAs using microarrays. To investigate the regulatory role of differentially expressed (DE)-miRNA target genes, functional annotation and pathway enrichment analyses were performed utilizing multiple bioinformatics tools. Then, protein-protein interaction networks were established leveraging the STRING database in Cytoscape software, followed by cluster analysis and hub gene identification. Reverse transcription quantitative real-time polymerase chain reaction (RT-qPCR) was carried out for microarray data validation in the larger replication cohort of 94 participants. Receiver operating characteristic analysis was applied to evaluate the diagnostic values of miRNAs. Multivariate logistic regression analysis was used to develop miRNA-based diagnostic models.

Results: In the discovery stage, overexpression of hsa-miR-4505, hsa-miR-4743-5p, hsa-miR-6846-5p, and down-regulation of hsa-miR-3613-3p, hsa-miR-4668-5p, hsa-miR-4706, hsa-miR-6511b-5p, hsa-miR-6750-5p, hsa-miR-4750-3p, hsa-miR-320e, hsa-miR-4717-3p, hsa-miR-7850-5p were detected in T2DM-CAD patients. The DE-miRNA target genes were significantly enriched in calcium ion binding, regulation of actin cytoskeleton, and gene expression. hsa-miR-4505, hsa-miR-4743-5p, and hsa-miR-4750-3p were found to be involved in fatty acid metabolism, leukocyte transendothelial migration, and neurotrophin signaling pathway. Dysregulation of hsa-miR-4505, hsa-miR-4743-5p, and hsa-miR-4750-3p in T2DM-CAD patients compared with T2DM subjects and controls (all p < 0.001) was further confirmed by RT-qPCR. All validated miRNAs demonstrated good discriminatory values for T2DM-CAD (AUC = 0.833-0.876). The best performance in detecting CAD in T2DM was achieved for a combination of three miRNAs (AUC = 0.959, 100% sensitivity, 86.67% specificity).

Conclusions: Our study revealed a unique profile of plasma-derived miRNAs in T2DM patients with CAD. Potential miRNA-regulated pathways were also identified, exploring the underlying pathogenesis of CAD in T2DM. We developed a specific three-miRNA panel of hsa-miR-4505, hsa-miR-4743-5p and hsa-miR-4750-3p, that could serve as a novel non-invasive biomarker for CAD in patients with T2DM.

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来源期刊
Cardiovascular Diabetology
Cardiovascular Diabetology 医学-内分泌学与代谢
CiteScore
12.30
自引率
15.10%
发文量
240
审稿时长
1 months
期刊介绍: Cardiovascular Diabetology is a journal that welcomes manuscripts exploring various aspects of the relationship between diabetes, cardiovascular health, and the metabolic syndrome. We invite submissions related to clinical studies, genetic investigations, experimental research, pharmacological studies, epidemiological analyses, and molecular biology research in this field.
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