Investigation into the genotyping performance of a unique molecular identifier based microhaplotypes MPS panel in complex DNA mixture

IF 3.2 2区 医学 Q2 GENETICS & HEREDITY
Qiang Zhu , Haoyu Wang , Yuhan Hu, Yifan Wei, Yuting Wang, Tingyun Hou, Tiantian Shan, Xiaokang Zhang, Chun Yang, Yuntao Cai, Yufang Wang, Ji Zhang
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引用次数: 0

Abstract

In forensic science, genotyping mixed DNA is a critical and complex task. Sequencing errors and allele sharing complicate the analysis, particularly in cases involving unbalanced mixtures, multiple contributors, and kinship relationships. Massively parallel sequencing (MPS) panels comprising highly polymorphic microhaplotypes (MHs) offer a promising approach for detecting unique alleles in mixtures with a mixture ratio greater than 10:1, involving more than two contributors or contributors with kinship. However, sequencing errors such as base substitution and InDels on the MPS platform remain a significant challenge in genotyping complex mixed DNA. The barcoding approach has been introduced to MPS to distinguish true alleles from sequencing errors. This method employs unique molecular identifiers (UMIs) to tag individual DNA molecules, allowing for the identification and correction of random sequencing errors. By generating consensus sequences from read replicates associated with the same UMI, this approach enhances the accuracy of allele detection. In this study, UMIs were incorporated into developing a highly polymorphic panel consisting of 105 MHs, with an average effective number of alleles (Ae) of 6.9. Various types of mixed DNA samples were prepared, including unbalanced mixtures with ratios ranging from 1:1–160:1, multi-contributor mixtures with 2–6 contributors, and kinship-involved mixtures with parent-offspring to fourth-degree relatives contributors. Unique alleles were quantified, and mixture proportions (Mx) were calculated separately using sequencing reads and the number of UMI families with more than 10 members. The results demonstrated that UMI played a critical role in identifying sequencing errors and enhancing the accuracy of allele genotyping in unbalanced mixtures. A strong correlation (R² = 0.96) between UMI count and DNA template amount demonstrated that DNA template amount could be inferred from UMI count. Mx values derived from the number of UMIs were consistent across loci and showed a high correlation with mixture ratios (R2 = 0.85). Additionally, the panel efficiently detected unique alleles across all three types of complex DNA mixtures. Overall, this study underscores the importance of UMIs in mitigating PCR and sequencing biases, thereby improving the performance of the MH-MPS panel for genotyping complex DNA mixtures. UMIs represent a valuable tool for mixed DNA genotyping and hold potential for boarder applications in probabilistic genotyping.
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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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