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Towards a new standardized method for circulating miRNAs profiling in clinical studies: Interest of the exogenous normalization to improve miRNA signature accuracy

机译:迈向临床研究中循环miRNA谱分析的新标准方法:外源标准化对提高miRNA签名准确性的兴趣

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摘要

Circulating miRNAs are promising biomarkers in oncology but have not yet been implemented in the clinic given the lack of concordance across studies. In order to increase the cross‐studies reliability, we attempted to reduce and to control the circulating miRNA expression variability between patients. First, to maximize profiling signals and to reduce miRNA expression variability, three isolation kits were compared and the NucleoSpin® kit provided higher miRNA concentrations than the other widely used kits. Second, to control inter‐sample variability during the profiling step, the exogenous miRNAs normalization method commonly used for RT‐qPCR validation step was adapted to microarray experiments. Importantly, exogenous miRNAs presented two‐fold lower inter‐sample variability than the widely used endogenous miR‐16‐5p reflecting that the latter is subject to both biological and technical variability. Although Caenorhabditis elegans miRNAs isolation yields were heterogeneous, they correlated to each other and to their geometrical mean across samples. The normalization based on the geometrical mean of three exogenous miRNAs increased the correlation up‐to 0.97 between the microarrays and individual RT‐qPCR steps of circulating miRNAs expression. Overall, this new strategy open new avenue to identify reliable circulating miRNA signatures for translation into clinical practice.
机译:循环中的miRNA在肿瘤学中是有前途的生物标志物,但由于研究之间缺乏一致性,因此尚未在临床中实施。为了提高跨研究的可靠性,我们尝试减少并控制患者之间循环的miRNA表达变异性。首先,为了最大化分析信号并减少miRNA表达变异性,比较了三种分离试剂盒,NucleoSpin®试剂盒提供了比其他广泛使用的试剂盒更高的miRNA浓度。其次,为了控制分析步骤中的样品间变异性,将通常用于RT-qPCR验证步骤的外源miRNA归一化方法应用于微阵列实验。重要的是,与广泛使用的内源性miR-16-5p相比,外源性miRNA的样品间变异性低两倍,这反映了后者具有生物学和技术上的变异性。尽管秀丽隐杆线虫miRNA的分离产量是异质的,但它们彼此相关并且与样品间的几何平均值相关。基于三个外源性miRNA的几何平均值进行归一化,可将微阵列与循环miRNA表达的各个RT-qPCR步骤之间的相关性提高至0.97。总体而言,这一新策略为鉴定可靠的循环miRNA标记以转化为临床实践开辟了新途径。

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