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Forensic Body Fluid Identification by Analysis of Multiple RNA Markers Using NanoString Technology

机译:通过使用NanoString技术分析多个RNA标记来鉴定法医体液

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RNA analysis has become a reliable method of body fluid identification for forensic use. Previously, we developed a combination of four multiplex quantitative PCR (qRT-PCR) probes to discriminate four different body fluids (blood, semen, saliva, and vaginal secretion). While those makers successfully identified most body fluid samples, there were some cases of false positive and negative identification. To improve the accuracy of the identification further, we tried to use multiple markers per body fluid and adopted the NanoString nCounter system instead of a multiplex qRT-PCR system. After measuring tens of RNA markers, we evaluated the accuracy of each marker for body fluid identification. For body fluids, such as blood and semen, each body fluid-specific marker was accurate enough for perfect identification. However, for saliva and vaginal secretion, no single marker was perfect. Thus, we designed a logistic regression model with multiple markers for saliva and vaginal secretion and achieved almost perfect identification. In conclusion, the NanoString nCounter is an efficient platform for measuring multiple RNA markers per body fluid and will be useful for forensic RNA analysis.
机译:RNA分析已成为法医鉴定体液的可靠方法。以前,我们开发了四种多重定量PCR(qRT-PCR)探针的组合来区分四种不同的体液(血液,精液,唾液和阴道分泌物)。虽然这些制造商成功地识别出大多数体液样本,但仍存在一些假阳性和假阴性识别的情况。为了进一步提高识别的准确性,我们尝试在每个体液中使用多个标记,并采用NanoString nCounter系统代替了多重qRT-PCR系统。在测量了数十种RNA标记后,我们评估了每种标记用于体液鉴定的准确性。对于体液,例如血液和精液,每种体液特异性标记物都足够准确,可以完美识别。但是,对于唾液和阴道分泌物,没有单一标记是完美的。因此,我们设计了一种具有多种唾液和阴道分泌物标记的逻辑回归模型,并实现了几乎完美的鉴定。总之,NanoString nCounter是用于测量每个体液中多个RNA标记的有效平台,将对法医RNA分析有用。

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