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A Method for Quantitative Analysis of Standard and High-Throughput qPCR Expression Data Based on Input Sample Quantity

机译:基于输入样本量的标准和高通量qPCR表达数据的定量分析方法

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摘要

Over the past decade rapid advances have occurred in the understanding of RNA expression and its regulation. Quantitative polymerase chain reactions (qPCR) have become the gold standard for quantifying gene expression. Microfluidic next generation, high throughput qPCR now permits the detection of transcript copy number in thousands of reactions simultaneously, dramatically increasing the sensitivity over standard qPCR. Here we present a gene expression analysis method applicable to both standard polymerase chain reactions (qPCR) and high throughput qPCR. This technique is adjusted to the input sample quantity (e.g., the number of cells) and is independent of control gene expression. It is efficiency-corrected and with the use of a universal reference sample (commercial complementary DNA (cDNA)) permits the normalization of results between different batches and between different instruments – regardless of potential differences in transcript amplification efficiency. Modifications of the input quantity method include (1) the achievement of absolute quantification and (2) a non-efficiency corrected analysis. When compared to other commonly used algorithms the input quantity method proved to be valid. This method is of particular value for clinical studies of whole blood and circulating leukocytes where cell counts are readily available.
机译:在过去的十年中,对RNA表达及其调控的理解取得了快速的进步。定量聚合酶链反应(qPCR)已成为量化基因表达的金标准。新一代微流体,高通量qPCR现在可以同时检测数千个反应中的转录本拷贝数,与标准qPCR相比,大大提高了灵敏度。在这里,我们提出了一种适用于标准聚合酶链反应(qPCR)和高通量qPCR的基因表达分析方法。将该技术调整为输入样品量(例如,细胞数量),并且与对照基因表达无关。它经过效率校正,并且使用通用参考样品(商业互补DNA(cDNA))可以标准化不同批次之间和不同仪器之间的结果,而无需考虑转录本扩增效率的潜在差异。输入量方法的修改包括(1)实现绝对量化和(2)非效率校正分析。与其他常用算法相比,输入量方法被证明是有效的。该方法对于全血和循环白细胞的临床研究具有特殊价值,在这些研究中,细胞计数很容易获得。

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