Hedell Ronny, Hedman Johannes, Mostad Petter
Swedish National Forensic Centre (NFC), 581 94, Linköping, Sweden.
Department of Mathematical Sciences, Chalmers University of Technology and University of Gothenburg, 412 96, Gothenburg, Sweden.
Int J Legal Med. 2018 Jul;132(4):955-966. doi: 10.1007/s00414-017-1635-1. Epub 2017 Jul 17.
Crime scene traces of various types are routinely sent to forensic laboratories for analysis, generally with the aim of addressing questions about the source of the trace. The laboratory may choose to analyse the samples in different ways depending on the type and quality of the sample, the importance of the case and the cost and performance of the available analysis methods. Theoretically well-founded guidelines for the choice of analysis method are, however, lacking in most situations. In this paper, it is shown how such guidelines can be created using Bayesian decision theory. The theory is applied to forensic DNA analysis, showing how the information from the initial qPCR analysis can be utilized. It is assumed the alternatives for analysis are using a standard short tandem repeat (STR) DNA analysis assay, using the standard assay and a complementary assay, or the analysis may be cancelled following quantification. The decision is based on information about the DNA amount and level of DNA degradation of the forensic sample, as well as case circumstances and the cost for analysis. Semi-continuous electropherogram models are used for simulation of DNA profiles and for computation of likelihood ratios. It is shown how tables and graphs, prepared beforehand, can be used to quickly find the optimal decision in forensic casework.
各类犯罪现场痕迹通常会被送往法医实验室进行分析,其目的一般是解决有关痕迹来源的问题。实验室可能会根据样本的类型和质量、案件的重要性以及现有分析方法的成本和性能,选择不同的方式对样本进行分析。然而,在大多数情况下,缺乏关于分析方法选择的理论依据充分的指导方针。本文展示了如何使用贝叶斯决策理论来创建此类指导方针。该理论应用于法医DNA分析,展示了如何利用初始定量聚合酶链反应(qPCR)分析的信息。假设分析的选项包括使用标准短串联重复序列(STR)DNA分析检测、使用标准检测和补充检测,或者在定量后取消分析。该决策基于法医样本的DNA量和DNA降解水平的信息,以及案件情况和分析成本。半连续电泳图谱模型用于模拟DNA图谱和计算似然比。展示了如何使用预先准备的表格和图表在法医实际工作中快速找到最优决策。