Circulating Exosomal MicroRNAs as Potential Biomarkers for Pulmonary Embolism.

IF 2
Chongyu Zhang, Bulent Kantarcioglu, Prakasha Kempaiah, Srdjan Nikolovski, Fakiha Siddiqui, Ahmed Kouta, Fabio Lievano, Thao Doan, Simon Kaja, Amir Darki, Jawed Fareed, W Keith Jones
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Abstract

Pulmonary embolism (PE) is difficult to diagnose due to nonspecific symptomatology and lack of accurate diagnostic tools. PE can be categorized into low-risk, submassive, and massive based on severity. Changes in several plasma and serum microRNAs (miRNA) are associated with PE, but most lack appropriate specificity for diagnostic utility. Given the emerging role of small extracellular vesicles (sEVs) in PE pathogenesis, we hypothesized that the microRNAs (miRs) circulating within these sEVs can be sampled to gain new information for biomarker studies and disease mechanisms. To address current technical limitations, we developed a novel high-yield size-exclusion chromatography (SEC) method for sEV isolation from small clinical plasma samples, and employed a non-biased method, RNA-Seq, to gain new information for RNA markers that have not been previously studied in the disease. Our goal was to establish the feasibility of the approach in a pilot study with pooled samples from a stratified (AHA criteria) patient population. We present information from sEV characterization studies of individual patient samples, and RNA-Seq data from the pools. PE patients had larger sEVs than healthy subjects. Small RNA sequencing of the sEV samples revealed differential miRNA expression patterns that correlated with PE severity and were predicted to be involved in PE pathology-related processes. Our data offer a first step toward identifying miRNA targets that may have utility in a miRNA biomarker panel for PE diagnosis, prediction of severity, treatment responses and adverse outcomes. This strategy can be extended to the detection of adverse effects and drug-drug interactions as well.

循环外泌体microrna作为肺栓塞的潜在生物标志物。
肺栓塞(PE)由于非特异性症状和缺乏准确的诊断工具而难以诊断。PE根据严重程度可分为低风险、亚肿块和肿块。几种血浆和血清microrna (miRNA)的变化与PE相关,但大多数缺乏适当的诊断特异性。鉴于小细胞外囊泡(sev)在PE发病机制中的新作用,我们假设可以对这些sev内循环的microrna (miRs)进行采样,以获得生物标志物研究和疾病机制的新信息。为了解决目前的技术限制,我们开发了一种新的高产量的大小排除色谱(SEC)方法,用于从临床小血浆样本中分离sEV,并采用无偏倚的方法RNA- seq,以获得以前未在该疾病中研究过的RNA标记物的新信息。我们的目标是在一项从分层(AHA标准)患者人群中汇集样本的初步研究中确定该方法的可行性。我们提供了来自个体患者样本的sEV特征研究的信息,以及来自池的RNA-Seq数据。PE患者的sev大于健康人。sEV样本的小RNA测序揭示了与PE严重程度相关的差异miRNA表达模式,并被预测参与PE病理相关过程。我们的数据为确定miRNA靶点提供了第一步,这些靶点可能在miRNA生物标志物面板中用于PE诊断、预测严重程度、治疗反应和不良结果。这种策略也可以扩展到检测不良反应和药物-药物相互作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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