mRNA 试剂盒的开发验证:专为体液鉴定设计的五染多重检测法

IF 3.2 2区 医学 Q2 GENETICS & HEREDITY Forensic Science International-Genetics Pub Date : 2024-04-01 DOI:10.1016/j.fsigen.2024.103045
Yuanyuan Xiao , Mengyu Tan , Jinlong Song , Yihang Huang , Meili Lv , Miao Liao , Zailiang Yu , Zhixiao Gao , Shengqiu Qu , Weibo Liang
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引用次数: 0

摘要

确定犯罪现场发现的生物样本的来源对法医调查至关重要。在用于体液鉴定(BFI)的标记物中,mRNA 因其特异性高、稳定性好而成为研究较多的标记物。尽管具有这样的潜力,但市场上仍缺乏专为 BFI 设计的 mRNA 试剂盒。因此,我们开发了一种 mRNA 试剂盒,其中包括 21 种特异性体液 mRNA 标记和 3 种 BFI 的看家基因,用于鉴定四种法医相关体液(血液、精液、唾液和阴道分泌物)。在这项研究中,我们检测了 451 份单一体液样本,验证了 mRNA 试剂盒的通用性,并获得了基因表达谱。我们进行了三重验证研究,确定了 mRNA 试剂盒的灵敏度、特异性、稳定性、精确度和重复性。结果发现,试剂盒的灵敏度为 0.1 ng。我们的验证过程包括检测 59 种 RNA 混合物、60 种体液混合物和 20 种病例样本,这进一步确定了试剂盒的可靠性。此外,我们还使用该试剂盒构建了五个分类器,可处理单个体液和混合物。这些分类器可输出可能性值并识别特定的相关体液。我们的结果表明了 BFI 套件的可靠性和适用性,其中随机森林分类器表现最佳,精确度高达 94%。总之,我们开发了一种用于 BFI 的 mRNA 试剂盒,它可以成为法医实践中一种很有前途的工具。
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Developmental validation of an mRNA kit: A 5-dye multiplex assay designed for body-fluid identification

Identifying the sources of biosamples found at crime scenes is crucial for forensic investigations. Among the markers used for body fluid identification (BFI), mRNA has emerged as a well-studied marker because of its high specificity and remarkable stability. Despite this potential, commercially available mRNA kits specifically designed for BFI are lacking. Therefore, we developed an mRNA kit that includes 21 specific mRNA markers of body fluids, along with three housekeeping genes for BFI, to identify four forensic-relevant fluids (blood, semen, saliva, and vaginal fluids). In this study, we tested 451 single-body-fluid samples, validated the universality of the mRNA kit, and obtained a gene expression profile. We performed the validation studies in triplicates and determined the sensitivity, specificity, stability, precision, and repeatability of the mRNA kit. The sensitivity of the kit was found to be 0.1 ng. Our validation process involved the examination of 59 RNA mixtures, 60 body fluids mixtures, and 20 casework samples, which further established the reliability of the kit. Furthermore, we constructed five classifiers that can handle single-body fluids and mixtures using this kit. The classifiers output possibility values and identify the specific body fluids of interest. Our results showed the reliability and suitability of the BFI kit, and the Random Forest classifier performed the best, with 94% precision. In conclusion, we developed an mRNA kit for BFI which can be a promising tool for forensic practice.

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来源期刊
CiteScore
7.50
自引率
32.30%
发文量
132
审稿时长
11.3 weeks
期刊介绍: Forensic Science International: Genetics is the premier journal in the field of Forensic Genetics. This branch of Forensic Science can be defined as the application of genetics to human and non-human material (in the sense of a science with the purpose of studying inherited characteristics for the analysis of inter- and intra-specific variations in populations) for the resolution of legal conflicts. The scope of the journal includes: Forensic applications of human polymorphism. Testing of paternity and other family relationships, immigration cases, typing of biological stains and tissues from criminal casework, identification of human remains by DNA testing methodologies. Description of human polymorphisms of forensic interest, with special interest in DNA polymorphisms. Autosomal DNA polymorphisms, mini- and microsatellites (or short tandem repeats, STRs), single nucleotide polymorphisms (SNPs), X and Y chromosome polymorphisms, mtDNA polymorphisms, and any other type of DNA variation with potential forensic applications. Non-human DNA polymorphisms for crime scene investigation. Population genetics of human polymorphisms of forensic interest. Population data, especially from DNA polymorphisms of interest for the solution of forensic problems. DNA typing methodologies and strategies. Biostatistical methods in forensic genetics. Evaluation of DNA evidence in forensic problems (such as paternity or immigration cases, criminal casework, identification), classical and new statistical approaches. Standards in forensic genetics. Recommendations of regulatory bodies concerning methods, markers, interpretation or strategies or proposals for procedural or technical standards. Quality control. Quality control and quality assurance strategies, proficiency testing for DNA typing methodologies. Criminal DNA databases. Technical, legal and statistical issues. General ethical and legal issues related to forensic genetics.
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