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An Exploratory Time Since Deposition Analysis of Whole Blood Using Metrics of DNA Degradation and Visible Absorbance Spectroscopy

机译:自DNA降解和可见光光谱法沉积全血沉积分析以来的探索性时间

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摘要

Establishing the age of a bloodstain provides forensic investigators with critical information on the time that a crime occurred. Our work presents a time since deposition (TSD) analysis that integrates visible absorbance spectroscopy and high-resolution automated electrophoresis data to quantify light absorbance and DNA degradation of whole blood over time. Passive bloodstains were created and treated on either FTA cards without anticoagulant or in microcentrifuge tubes with anticoagulant and tested over 11 different timepoints across 15 days at controlled temperature and relative humidity. A total of 41 variables were analyzed using linear regression, with six variables showing statistical independence and a relationship to time. A general negative trend was noticeable for the visible absorbance of alpha and beta bands and concentration of high molecular weight DNA of the samples over time. We then conducted a principle component analysis (PCA) of all variables; the principal components integrated both DNA and absorbance data and generally improved the model fit (i.e. increased R-2). Importantly, our PCA findings demonstrated that the experimental effect of treatment and donor was largely accounted for in PC1, with PC2 reflecting the true relationship of the integrated metrics to time. Our data set and models are publicly available in an effort to build upon this study by incorporating environmental variables.
机译:确定血迹的年龄为法医调查人员提供了犯罪发生时间的关键信息。我们的工作提出了一种自沉积时间(TSD)分析,该分析集成了可见吸收光谱和高分辨率自动电泳数据,以量化全血随时间的光吸收和DNA降解。在不使用抗凝剂的FTA卡上或在使用抗凝剂的微量离心管中创建和处理被动血迹,并在控制温度和相对湿度的条件下,在15天内的11个不同时间点进行测试。共有41个变量采用线性回归分析,其中6个变量显示统计独立性和与时间的关系。随着时间的推移,样品的α和β带的可见吸光度以及高分子量DNA的浓度总体呈负趋势。然后我们对所有变量进行主成分分析(PCA);主成分综合了DNA和吸光度数据,总体上改善了模型拟合(即增加R-2)。重要的是,我们的PCA研究结果表明,治疗和供体的实验效果在很大程度上取决于PC1,而PC2反映了综合指标与时间的真实关系。我们的数据集和模型是公开的,目的是通过纳入环境变量来建立这项研究。

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