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Tissue-specific transcript annotation and expression profiling with complementary next-generation sequencing technologies

机译:组织特异性转录本注释和表达谱分析,以及下一代互补测序技术

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Next-generation sequencing is excellently suited to evaluate the abundance of mRNAs to study gene expression. Here we compare two alternative technologies, cap analysis of gene expression (CAGE) and serial analysis of gene expression (SAGE), for the same RNA samples. Along with quantifying gene expression levels, CAGE can be used to identify tissue-specific transcription start sites, while SAGE monitors 3′-end usage. We used both methods to get more insight into the transcriptional control of myogenesis, studying differential gene expression in differentiated and proliferating C2C12 myoblast cells with statistical evaluation of reproducibility and differential gene expression. Both CAGE and SAGE provided highly reproducible data (Pearson's correlations 0.92 among biological triplicates). With both methods we found around 10?000 genes expressed at levels 2 transcripts per million (0.3 copies per cell), with an overlap of 86%. We identified 4304 and 3846 genes differentially expressed between proliferating and differentiated C2C12 cells by CAGE and SAGE, respectively, with an overlap of 2144. We identified 196 novel regulatory regions with preferential use in proliferating or differentiated cells. Next-generation sequencing of CAGE and SAGE libraries provides consistent expression levels and can enrich current genome annotations with tissue-specific promoters and alternative 3′-UTR usage.
机译:下一代测序非常适合评估mRNA的丰度以研究基因表达。在这里,我们比较两种替代技术,即同一RNA样品的基因表达上限分析(CAGE)和基因表达序列分析(SAGE)。除了定量基因表达水平,CAGE还可以用于识别组织特异性转录起始位点,而SAGE可以监测3'端的使用情况。我们使用这两种方法来更深入地了解肌发生的转录控制,研究分化和增殖的C2C12成肌细胞中的差异基因表达,并对可重复性和差异基因表达进行统计学评估。 CAGE和SAGE均提供了高度可重复的数据(生物学重复样本之间的Pearson相关性> 0.92)。通过这两种方法,我们发现大约有10,000个基因以每百万2个转录本的水平表达(每个细胞0.3个拷贝),重叠率为86%。我们通过CAGE和SAGE分别鉴定了在增殖和分化的C2C12细胞之间差异表达的4304和3846基因,重叠2144。我们鉴定了196个在增殖或分化细胞中优先使用的新调控区域。 CAGE和SAGE文库的下一代测序可提供一致的表达水平,并可以利用组织特异性启动子和其他3'-UTR用法丰富当前的基因组注释。

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