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Plasma Processing Conditions Substantially Influence Circulating microRNA Biomarker Levels

机译:血浆加工条件实质上影响循环microRNA生物标志物水平

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摘要

Circulating, cell-free microRNAs (miRNAs) are promising candidate biomarkers, but optimal conditions for processing blood specimens for miRNA measurement remain to be established. Our previous work showed that the majority of plasma miRNAs are likely blood cell-derived. In the course of profiling lung cancer cases versus healthy controls, we observed a broad increase in circulating miRNA levels in cases compared to controls and that higher miRNA expression correlated with higher platelet and particle counts. We therefore hypothesized that the quantity of residual platelets and microparticles remaining after plasma processing might impact miRNA measurements. To systematically investigate this, we subjected matched plasma from healthy individuals to stepwise processing with differential centrifugation and 0.22 µm filtration and performed miRNA profiling. We found a major effect on circulating miRNAs, with the majority (72%) of detectable miRNAs substantially affected by processing alone. Specifically, 10% of miRNAs showed 4–30x variation, 46% showed 30-1,000x variation, and 15% showed >1,000x variation in expression solely from processing. This was predominantly due to platelet contamination, which persisted despite using standard laboratory protocols. Importantly, we show that platelet contamination in archived samples could largely be eliminated by additional centrifugation, even in frozen samples stored for six years. To minimize confounding effects in microRNA biomarker studies, additional steps to limit platelet contamination for circulating miRNA biomarker studies are necessary. We provide specific practical recommendations to help minimize confounding variation attributable to plasma processing and platelet contamination.
机译:循环,无细胞的microRNA(miRNA)是有前途的候选生物标志物,但仍需要建立处理血液样本以进行miRNA测量的最佳条件。我们以前的工作表明,大多数血浆miRNA可能是血细胞来源的。在对肺癌病例和健康对照进行分析的过程中,我们观察到与对照相比,病例中循环miRNA的水平大大增加,而且较高的miRNA表达与较高的血小板和颗粒计数相关。因此,我们假设血浆处理后残留的血小板和微粒的数量可能会影响miRNA的测量。为了对此进行系统地研究,我们对来自健康个体的匹配血浆进行了差异离心和0.22 µm过滤的逐步处理,并进行了miRNA分析。我们发现了对循环miRNA的主要影响,大多数(72%)可检测到的miRNA基本上受到单独加工的影响。具体来说,仅从加工过程中,有10%的miRNA表现出4–30x的变异,46%的表现出30-1,000x的变异,而15%的表达超过1,000x的变异。这主要是由于血小板污染所致,尽管使用了标准的实验室规程,但仍持续存在。重要的是,我们表明,即使离心保存了六年的冷冻样品,也可以通过额外的离心处理大大消除存档样品中的血小板污染。为了最小化microRNA生物标志物研究中的混杂效应,有必要采取其他步骤来限制循环miRNA生物标志物研究中的血小板污染。我们提供具体的实用建议,以帮助最大程度地减少血浆处理和血小板污染引起的混杂变化。

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