Dedeoğlu Bala Gür
Biotechnology Institute, Ankara University, Ankara, Turkey.
Methods Mol Biol. 2014;1107:91-103. doi: 10.1007/978-1-62703-748-8_6.
Profiling microRNA (miRNA) expression is of widespread interest due to their critical roles in diverse biological processes, including development, cell proliferation, differentiation, and apoptosis. Profiling can be achieved via three major methods: amplification-based (real-time quantitative PCR, qRT-PCR), hybridization-based (microarrays), and sequencing-based (next-generation sequencing (NGS)) technologies. The gold standard is qRT-PCR and serves as a platform for single reverse PCR amplification experiments and for a large number of miRNAs in parallel, both by multiplexing and plate based arrays. Currently, qRT-PCR is used for the validation of miRNA profiling results from other platforms. Hybridization based miRNA profiling by microarrays has become a widely used method especially for biomarker and therapeutic target identification. The data obtained from microarrays also enables functional prediction of miRNAs by correlating miRNA expression patterns to corresponding mRNA and protein profiles. Additionally, miRNA profiling strategies based on deep sequencing allow both the identification of novel miRNAs and relative quantification of miRNAs. Each miRNA profiling strategy has specific strengths and challenges that have to be considered depending on the nature of the research context.In this chapter the high-throughput approaches that can be applied to microRNA profiling are discussed starting from small-scale qRT-PCR technology to a wider one, NGS.
由于微小RNA(miRNA)在包括发育、细胞增殖、分化和凋亡等多种生物学过程中发挥着关键作用,对其表达进行分析受到广泛关注。分析可通过三种主要方法实现:基于扩增的方法(实时定量PCR,qRT-PCR)、基于杂交的方法(微阵列)和基于测序的方法(新一代测序(NGS))技术。金标准是qRT-PCR,它通过多重化和基于平板的阵列,为单重逆转录PCR扩增实验以及同时对大量miRNA进行分析提供了一个平台。目前,qRT-PCR用于验证来自其他平台的miRNA分析结果。基于微阵列的基于杂交的miRNA分析已成为一种广泛使用的方法,特别是用于生物标志物和治疗靶点的鉴定。从微阵列获得的数据还能够通过将miRNA表达模式与相应的mRNA和蛋白质谱相关联来对miRNA进行功能预测。此外,基于深度测序的miRNA分析策略既能够鉴定新的miRNA,又能够对miRNA进行相对定量。每种miRNA分析策略都有其特定的优势和挑战,必须根据研究背景的性质加以考虑。在本章中,将讨论可应用于miRNA分析的高通量方法,从小规模的qRT-PCR技术到更广泛的NGS技术。