Benesova Sarka, Kubista Mikael, Valihrach Lukas
Laboratory of Gene Expression, Institute of Biotechnology, CAS, BIOCEV, 252 50 Vestec, Czech Republic.
Laboratory of Informatics and Chemistry, Faculty of Chemical Technology, University of Chemistry and Technology, 166 28 Prague, Czech Republic.
Diagnostics (Basel). 2021 May 27;11(6):964. doi: 10.3390/diagnostics11060964.
MicroRNAs (miRNAs) are a class of small RNA molecules that have an important regulatory role in multiple physiological and pathological processes. Their disease-specific profiles and presence in biofluids are properties that enable miRNAs to be employed as non-invasive biomarkers. In the past decades, several methods have been developed for miRNA analysis, including small RNA sequencing (RNA-seq). Small RNA-seq enables genome-wide profiling and analysis of known, as well as novel, miRNA variants. Moreover, its high sensitivity allows for profiling of low input samples such as liquid biopsies, which have now found applications in diagnostics and prognostics. Still, due to technical bias and the limited ability to capture the true miRNA representation, its potential remains unfulfilled. The introduction of many new small RNA-seq approaches that tried to minimize this bias, has led to the existence of the many small RNA-seq protocols seen today. Here, we review all current approaches to cDNA library construction used during the small RNA-seq workflow, with particular focus on their implementation in commercially available protocols. We provide an overview of each protocol and discuss their applicability. We also review recent benchmarking studies comparing each protocol's performance and summarize the major conclusions that can be gathered from their usage. The result documents variable performance of the protocols and highlights their different applications in miRNA research. Taken together, our review provides a comprehensive overview of all the current small RNA-seq approaches, summarizes their strengths and weaknesses, and provides guidelines for their applications in miRNA research.
微小RNA(miRNA)是一类小RNA分子,在多种生理和病理过程中发挥着重要的调节作用。它们具有疾病特异性特征且存在于生物流体中,这些特性使miRNA能够用作非侵入性生物标志物。在过去几十年中,已经开发了多种用于miRNA分析的方法,包括小RNA测序(RNA-seq)。小RNA测序能够对已知以及新的miRNA变体进行全基因组分析。此外,其高灵敏度使得能够对低输入量样本(如液体活检样本)进行分析,这些样本现已在诊断和预后评估中得到应用。然而,由于技术偏差以及捕捉真实miRNA表达情况的能力有限,其潜力尚未得到充分发挥。许多旨在尽量减少这种偏差的新的小RNA测序方法的引入,导致了如今众多小RNA测序方案的出现。在这里,我们综述了小RNA测序工作流程中用于cDNA文库构建的所有当前方法,特别关注它们在市售方案中的应用。我们概述了每个方案并讨论了它们的适用性。我们还综述了最近比较每个方案性能的基准研究,并总结了从其使用中可以得出的主要结论。结果记录了各方案的不同性能,并突出了它们在miRNA研究中的不同应用。综上所述,我们的综述全面概述了所有当前的小RNA测序方法,总结了它们的优缺点,并为它们在miRNA研究中的应用提供了指导。