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

医学 冠状动脉疾病 小RNA 微阵列 基因表达谱 生物信息学 生物标志物 内科学 肿瘤科 计算生物学 基因表达 基因 生物 遗传学
作者
Joanna Szydełko,Marcin Czop,Alicja Petniak,Monika Lenart-Lipińska,Janusz Kocki,Tomasz Zapolski,Beata Matyjaszek‐Matuszek
出处
期刊:Cardiovascular Diabetology [Springer Nature]
卷期号:23 (1)
标识
DOI:10.1186/s12933-024-02374-0
摘要

Abstract 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.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI

祝大家在新的一年里科研腾飞
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
科研通AI2S应助拿铁小笼包采纳,获得10
刚刚
水本无忧87完成签到,获得积分10
3秒前
拿铁小笼包完成签到,获得积分10
9秒前
bkagyin应助感动迎蕾采纳,获得10
10秒前
上善若水完成签到 ,获得积分10
13秒前
zj完成签到 ,获得积分10
21秒前
22秒前
gzdxcll应助科研通管家采纳,获得10
29秒前
科目三应助科研通管家采纳,获得10
29秒前
半柚应助科研通管家采纳,获得10
29秒前
渔舟唱晚应助科研通管家采纳,获得10
29秒前
32秒前
烟花应助陈伊森采纳,获得10
35秒前
Zzz完成签到,获得积分10
35秒前
35秒前
41秒前
乐乐应助swheepig采纳,获得10
42秒前
ninomae完成签到 ,获得积分10
43秒前
peili应助fatcat采纳,获得30
46秒前
47秒前
50秒前
51秒前
keyan学渣完成签到,获得积分10
51秒前
52秒前
论高等数学的无用性完成签到 ,获得积分10
54秒前
陈伊森发布了新的文献求助10
54秒前
maoli发布了新的文献求助10
55秒前
酷波er应助Rain采纳,获得10
55秒前
1分钟前
1分钟前
1分钟前
1分钟前
1分钟前
IRIS发布了新的文献求助10
1分钟前
1分钟前
Bbp64778发布了新的文献求助10
1分钟前
maoli完成签到,获得积分10
1分钟前
1分钟前
深情安青应助Monster采纳,获得10
1分钟前
dd完成签到 ,获得积分10
1分钟前
高分求助中
Востребованный временем 2500
Aspects of Babylonian celestial divination: the lunar eclipse tablets of Enūma Anu Enlil 1000
Kidney Transplantation: Principles and Practice 1000
Separation and Purification of Oligochitosan Based on Precipitation with Bis(2-ethylhexyl) Phosphate Anion, Re-Dissolution, and Re-Precipitation as the Hydrochloride Salt 500
The Restraining Hand: Captivity for Christ in China 500
Encyclopedia of Mental Health Reference Work 400
Mercury and Silver Mining in the Colonial Atlantic 300
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 物理化学 催化作用 细胞生物学 免疫学 冶金
热门帖子
关注 科研通微信公众号,转发送积分 3375973
求助须知:如何正确求助?哪些是违规求助? 2992295
关于积分的说明 8750253
捐赠科研通 2676626
什么是DOI,文献DOI怎么找? 1466189
科研通“疑难数据库(出版商)”最低求助积分说明 678131
邀请新用户注册赠送积分活动 669801