Blood circRNAs as biomarkers for the diagnosis of community‐acquired pneumonia

小RNA 计算生物学 小桶 曲线下面积 折叠变化 生物 基因 诊断生物标志物 通路分析 曲线下面积 医学 生物信息学 生物标志物 遗传学 基因本体论 基因表达 药代动力学
作者
Tian Zhao,Yali Zheng,Deng-Zai Hao,Xuesong Jin,Qiongzhen Luo,Yanli Guo,Daixi Li,Wen Xi,Yu Xu,Yu‐Sheng Chen,Zhancheng Gao,Yan Zhang
出处
期刊:Journal of Cellular Biochemistry [Wiley]
卷期号:120 (10): 16483-16494 被引量:30
标识
DOI:10.1002/jcb.28863
摘要

Abstract Circular RNAs (circRNAs) have been reported as effective diagnostic and therapeutic biomarkers in many diseases, but the potential of using this easy‐to‐monitor and highly stable materials for diagnosing Community‐acquired pneumonia (CAP) remains unexplored. Here, aiming to identify potential CAP‐related circRNAs in peripheral blood and seeking to deepen the understanding of how circRNA‐miRNA‐mRNA regulatory networks may contribute to CAP, we applied microarrays profiling analysis and identified 8296 differentially expressed (DE) circRNAs between patients with CAP (n = 6) and healthy controls (n = 6). Subsequently, we validated the accumulation trends for the top 100 DE circRNAs based on qPCR in an independent validation cohort (30 patients vs 30 controls), and ultimately identified a panel of four circRNAs that perform extremely well as sensitive and specific biomarkers for diagnosing CAP: hsa_circ_0018429 (area under the curve [AUC] = 0.8216), hsa_circ_0026579 (AUC = 0.7733), hsa_circ_0125357 (AUC = 0.7730), and hsa_circ_0099188 (AUC = 0.6978); combined as a panel (AUC = 0.8776). In addition, hsa_circ_0026579 exhibited good performance in differentiating viral from bacterial or mixed infection, with an AUC of 0.863. We also identified 10 miRNAs that most likely to interact with these four circRNAs, and then predicted 205 mRNA target genes. The KEGG pathway enrichment analysis suggested highly plausible functional implications related to inflammation and to virus‐infection‐related signaling pathways (such as HTLV‐1 infection and hepatitis B infection). Thus, we generated a genetic network of potential CAP‐related regulatory interactions that should inform future hypothesis‐driven research into the causes and potential treatment of this widespread and frequently fatal disease.
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