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Plasma RNA sequencing of extracellular RNAs reveals potential biomarkers for non-small cell lung cancer

肺癌 癌变 核糖核酸 小桶 细胞外 生物 癌症 基因 生物标志物 基因表达 癌症研究 血浆 基因本体论 计算生物学 分子生物学 肿瘤科 医学 内科学 遗传学 生物化学
作者
Liujing Wang,Jun Wang,Erteng Jia,Zhiyu Liu,Qinyu Ge,Xiangwei Zhao
出处
期刊:Clinical Biochemistry [Elsevier BV]
卷期号:83: 65-73 被引量:11
标识
DOI:10.1016/j.clinbiochem.2020.06.004
摘要

Lung cancer is one of the most common malignancies, and it has extremely high incidence and mortality rates. Although there have been many studies focused on lung cancer biomarkers, few have reported the extracellular RNA profiles of lung cancer. In this study, we used RNA-seq technology to analyze extracellular RNAs in low volume peripheral blood plasma; we compared the differentially expressed genes from the plasma of non-small cell lung cancer (NSCLC) patients with that of healthy controls. We used RNA-seq technology and bioinformatics to analyze the extracellular RNA (exRNA) sequences of 12 human plasma samples (500 μl per sample), 6 from NSCLC patients and 6 from healthy controls. Subsequently, we used gene ontology (GO) enrichment, KEGG analysis and coexpression experiments to compare the differentially expressed genes (DEGs) and identify tumor biomarkers that were highly correlated with NSCLC. These DEGs were further verified by quantitative PCR. Approximately 20 million clean reads were produced for each plasma sample; 50–80% of the reads aligned to the human references, and hundreds of thousands of reads were counted in each plasma sample. In addition, a total of 640 genes (368 upregulated and 272 downregulated) were differentially expressed between NSCLC plasma and normal plasma. Further, we identified 7 key DEGs that are highly correlated with lung tumorigenesis: COX1, COX2, COX3, ND1, ND2, ND4L, and ATP6. exRNA-seq from a small amount (400–500 μl) of plasma opens new possibilities for exploring lung cancer biomarkers in the plasma.

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