Molecular Biology Institute, University of California, Los Angeles, California, USA.
Department of Medicine, Cardiology, University of California, Los Angeles, California, USA.
BMC Genomics. 2019 Jan 7;20(1):9. doi: 10.1186/s12864-018-5393-3.
3' RNA sequencing provides an alternative to whole transcript analysis. However, we do not know a priori the relative advantage of each method. Thus, a comprehensive comparison between the whole transcript and the 3' method is needed to determine their relative merits. To this end, we used two commercially available library preparation kits, the KAPA Stranded mRNA-Seq kit (traditional method) and the Lexogen QuantSeq 3' mRNA-Seq kit (3' method), to prepare libraries from mouse liver RNA. We then sequenced and analyzed the libraries to determine the advantages and disadvantages of these two approaches.
We found that the traditional whole transcript method and the 3' RNA-Seq method had similar levels of reproducibility. As expected, the whole transcript method assigned more reads to longer transcripts, while the 3' method assigned roughly equal numbers of reads to transcripts regardless of their lengths. We found that the 3' RNA-Seq method detected more short transcripts than the whole transcript method. With regard to differential expression analysis, we found that the whole transcript method detected more differentially expressed genes, regardless of the level of sequencing depth.
The 3' RNA-Seq method was better able to detect short transcripts, while the whole transcript RNA-Seq was able to detect more differentially expressed genes. Thus, both approaches have relative advantages and should be selected based on the goals of the experiment.
3' RNA 测序为全转录分析提供了一种替代方法。然而,我们事先并不知道每种方法的相对优势。因此,需要对全转录和 3' 方法进行全面比较,以确定它们的相对优点。为此,我们使用了两种市售的文库制备试剂盒,即 KAPA Stranded mRNA-Seq 试剂盒(传统方法)和 Lexogen QuantSeq 3' mRNA-Seq 试剂盒(3' 方法),从小鼠肝 RNA 制备文库。然后,我们对文库进行测序和分析,以确定这两种方法的优缺点。
我们发现传统的全转录方法和 3' RNA-Seq 方法具有相似的重现性水平。正如预期的那样,全转录方法将更多的读数分配给更长的转录本,而 3' 方法将大致相等数量的读数分配给无论其长度如何的转录本。我们发现 3' RNA-Seq 方法比全转录方法检测到更多的短转录本。关于差异表达分析,我们发现全转录方法检测到更多的差异表达基因,而不管测序深度如何。
3' RNA-Seq 方法能够更好地检测短转录本,而全转录 RNA-Seq 方法能够检测到更多的差异表达基因。因此,两种方法都有相对的优势,应该根据实验的目标来选择。