Mustafa Farah, Ahmad Waqar, Gull Bushra, Baby Jasmin, Panicker Neena G, Khader Thanumol Abdul, Baki Hala Abdul, Rehman Erum, Salim Asif M, Ahmed Rubina L G, Khansaheb Hamda H, Habous Maya, AlDabal Laila M J A, Jaballah Soumeya, Alqassim Saif S, Alsheikh-Ali Alawi, Rizvi Tahir A
Department of Biochemistry & Molecular Biology, College of Medicine & Health Sciences (CMHS), United Arab Emirates (UAE) University, Al Ain, UAE.
Zayed Bin Sultan Center for Health Sciences, UAE University, Al Ain, UAE.
Sci Rep. 2025 Aug 21;15(1):30815. doi: 10.1038/s41598-025-15248-6.
This study aimed to identify miRNA-based biomarkers in a multi-ethnic cohort of SARS-CoV-2-infected individuals to enhance preparedness for future variants of concern. A total of 31 healthy controls and 154 infected patients were enrolled, from which 13 matched controls and 38 infected nasal swab samples were analyzed using miRNA sequencing, followed by qRT-PCR validation. Among the 1788 miRNAs detected, 14 differentially expressed miRNAs and four novel miRNAs were identified, with novel-miR-264-5p showing a ≥ 2-fold change. Correlation with clinical markers highlighted several miRNAs as potential prognostic biomarkers. Seven miRNAs, including miR-146b-3p, miR-154-5p, miR-5010-3p, miR-127-3p, miR-335-3p, miR-30c-5p, and miR-202-5p, showed strong prognostic potential. Combined ROC analysis demonstrated that a panel of top-performing miRNAs significantly enhanced diagnostic accuracy (AUC 0.939-0.972; p < 0.0001). Moreover, integrating miRNA biomarkers with clinical parameters further improved performance (AUC = 0.982; p < 0.0001). miR-146b-3p, detected exclusively in infected patients, emerged as a highly specific biomarker. Several nasal miRNAs mirrored blood profiles, highlighting the utility of nasal swabs for non-invasive monitoring. Collectively, these findings suggest that miRNA-based biomarkers, alone or combined with clinical markers, offer a promising platform for COVID-19 prognosis and diagnosis, and lay groundwork for future miRNA-based antiviral strategies.
本研究旨在在一个感染了严重急性呼吸综合征冠状病毒2(SARS-CoV-2)的多民族队列中鉴定基于微小RNA(miRNA)的生物标志物,以提高对未来关注变体的防范能力。共招募了31名健康对照者和154名感染患者,其中13名匹配对照者和38份感染患者的鼻拭子样本进行了miRNA测序分析,随后进行了定量逆转录聚合酶链反应(qRT-PCR)验证。在检测到的1788种miRNA中,鉴定出14种差异表达的miRNA和4种新的miRNA,其中新的miR-264-5p显示出≥2倍的变化。与临床标志物的相关性突出了几种miRNA作为潜在预后生物标志物的作用。包括miR-146b-3p、miR-154-5p、miR-5010-3p、miR-127-3p、miR-335-3p、miR-30c-5p和miR-202-5p在内的7种miRNA显示出很强的预后潜力。联合受试者工作特征(ROC)分析表明,一组表现最佳的miRNA显著提高了诊断准确性(曲线下面积[AUC]为0.939-0.972;p< 0.0001)。此外,将miRNA生物标志物与临床参数相结合进一步提高了性能(AUC = 0.982;p< 0.0001)。仅在感染患者中检测到的miR-146b-3p成为一种高度特异性的生物标志物。几种鼻miRNA反映了血液特征,突出了鼻拭子在无创监测中的实用性。总体而言,这些发现表明,基于miRNA的生物标志物单独或与临床标志物结合,为2019冠状病毒病(COVID-19)的预后和诊断提供了一个有前景的平台,并为未来基于miRNA的抗病毒策略奠定了基础。