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Application of housekeeping npcRNAs for quantitative expression analysis of human transcriptome by real-time PCR

机译:管家npcRNA在实时转录组定量分析人类转录组中的应用

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In recent years the improvements in high-throughput gene expression analysis have led to the discovery of numerous non-protein-coding RNA (npcRNA) molecules. They form an abundant class of untranslated RNAs that have shown to play a crucial role in different biochemical pathways in the cell. Reverse transcription quantitative real-time polymerase chain reaction (RT-qPCR) is an efficient tool to measure RNA abundance and gene expression levels in tiny amounts of material. Despite its sensitivity, the lack of appropriate internal controls necessary for accurate data analysis is a limiting factor for its application in npcRNA research. Common internal controls applied are protein-coding reference genes, also termed “housekeeping” genes (HKGs). However, their expression levels reportedly vary among tissues and different experimental conditions. Moreover, application of HKGs as reference in npcRNA expression analyses is questionable, due to the differences in biogenesis. To address the issue of optimal RT-qPCR normalizers in npcRNA analysis, we performed a systematic evaluation of 18 npcRNAs along with four common HKGs in 20 different human tissues. To determine the most suitable internal control with least expression variance, four evaluation strategies, geNORM, NormFinder, BestKeeper, and the comparative delta Cq method, were applied. Our data strongly suggest that five npcRNAs, which we term housekeeping RNAs (HKRs), exhibit significantly better constitutive expression levels in 20 different human tissues than common HKGs. Determined HKRs are ideal candidates for RT-qPCR data normalization in human transcriptome analysis, and might also be used as reference genes irrespective of the nature of the genes under investigation.
机译:近年来,高通量基因表达分析的改进导致发现了许多非蛋白质编码RNA(npcRNA)分子。它们形成了一类丰富的未翻译的RNA,这些RNA已显示出它们在细胞中不同生化途径中的关键作用。逆转录定量实时聚合酶链反应(RT-qPCR)是测量少量材料中RNA丰度和基因表达水平的有效工具。尽管它很灵敏,但缺乏准确数据分析所必需的适当内部控制是其在npcRNA研究中应用的限制因素。应用的常见内部对照是蛋白质编码参考基因,也称为“管家”基因(HKG)。然而,据报道它们的表达水平在组织和不同的实验条件之间变化。此外,由于生物发生的差异,HKGs在npcRNA表达分析中作为参考的应用值得怀疑。为了解决npcRNA分析中最佳RT-qPCR归一化试剂的问题,我们对20种不同人体组织中的18种npcRNA以及四种常见的HKG进行了系统评估。为了确定表达差异最小的内部控制,应用了四种评估策略geNORM,NormFinder,BestKeeper和比较增量C q 方法。我们的数据强烈表明,五个npcRNA(我们称为管家RNA(HKR))在20种不同的人体组织中的构成表达水平明显高于普通HKG。确定的HKRs是人类转录组分析中RT-qPCR数据标准化的理想候选者,并且无论所研究基因的性质如何,都可以用作参考基因。

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