Shih Chun-Liang, Luo Ji-Dung, Chang John Wen-Cheng, Chen Tai-Long, Chien Yu-Tzu, Yu Chia-Jung, Chiou Chiuan-Chian
Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan, R.O.C.
Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan, R.O.C. Department of Medical Biotechnology and Laboratory Science, College of Medicine, Chang Gung University, Taoyuan, Taiwan, R.O.C.
Cancer Genomics Proteomics. 2015 Sep-Oct;12(5):223-30.
Circulating mRNA is a less invasive and more easily accessed source of samples for biomedical research and clinical applications. However, it is of poor quality. We explored and compared the ability of two high-throughput platforms for the profiling of circulating mRNA regarding their ability to retrieve useful information out of this type of samples.
Circulating mRNAs from three non-small cell lung cancer patients and three healthy controls were analyzed by the cDNA-mediated annealing, selection, extension, and ligation (DASL) assay and high-throughput RNA sequencing (RSEQ). Twelve genes were selected for further confirmation by reverse transcription-quantitative polymerase chain reaction (RT-qPCR).
The overall expression profiles derived from the two platforms showed modest-to-moderate correlation. Genes with higher expression levels had higher cross-platform concordance than those of medium- and low-expression levels. In addition, the pathway signatures identified by gene set enrichment analysis from both platforms were in agreement. The RT-q PCR results for the selected genes correlated well with that of RSEQ.
Genes with higher expression levels have cross-platform concordance and can be potential biomarkers. Furthermore, RSEQ is a better tool for profiling circulating mRNAs.
循环mRNA是一种侵入性较小且更容易获取的样本来源,可用于生物医学研究和临床应用。然而,其质量较差。我们探索并比较了两种高通量平台对循环mRNA进行分析的能力,即它们从这类样本中获取有用信息的能力。
采用cDNA介导的退火、选择、延伸和连接(DASL)分析及高通量RNA测序(RSEQ)对3例非小细胞肺癌患者和3例健康对照者的循环mRNA进行分析。选择12个基因通过逆转录定量聚合酶链反应(RT-qPCR)进行进一步验证。
两个平台获得的总体表达谱显示出中等程度的相关性。高表达水平的基因比中低表达水平的基因具有更高的跨平台一致性。此外,两个平台通过基因集富集分析鉴定的通路特征是一致的。所选基因的RT-qPCR结果与RSEQ结果相关性良好。
高表达水平的基因具有跨平台一致性,可能是潜在的生物标志物。此外,RSEQ是分析循环mRNA的更好工具。