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Emery MV, Bolhofner K, Spake L, Ghafoor S, Versoza CJ, Rawls EM, Winingear S, Buikstra JE, Loreille O, Fulginiti LC, Stone AC. Targeted enrichment of whole-genome SNPs from highly burned skeletal remains. J Forensic Sci 2024; 69:1558-1577. [PMID: 38415845 DOI: 10.1111/1556-4029.15482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 01/13/2024] [Accepted: 01/19/2024] [Indexed: 02/29/2024]
Abstract
Genetic assessment of highly incinerated and/or degraded human skeletal material is a persistent challenge in forensic DNA analysis, including identifying victims of mass disasters. Few studies have investigated the impact of thermal degradation on whole-genome single-nucleotide polymorphism (SNP) quality and quantity using next-generation sequencing (NGS). We present whole-genome SNP data obtained from the bones and teeth of 27 fire victims using two DNA extraction techniques. Extracts were converted to double-stranded DNA libraries then enriched for whole-genome SNPs using unpublished biotinylated RNA baits and sequenced on an Illumina NextSeq 550 platform. Raw reads were processed using the EAGER (Efficient Ancient Genome Reconstruction) pipeline, and the SNPs filtered and called using FreeBayes and GATK (v. 3.8). Mixed-effects modeling of the data suggest that SNP variability and preservation is predominantly determined by skeletal element and burn category, and not by extraction type. Whole-genome SNP data suggest that selecting long bones, hand and foot bones, and teeth subjected to temperatures <350°C are the most likely sources for higher genomic DNA yields. Furthermore, we observed an inverse correlation between the number of captured SNPs and the extent to which samples were burned, as well as a significant decrease in the total number of SNPs measured for samples subjected to temperatures >350°C. Our data complement previous analyses of burned human remains that compare extraction methods for downstream forensic applications and support the idea of adopting a modified Dabney extraction technique when traditional forensic methods fail to produce DNA yields sufficient for genetic identification.
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Affiliation(s)
- Matthew V Emery
- Department of Anthropology, Binghamton University, Binghamton, New York, USA
- School of Human Evolution and Social Change, Arizona State University, Tempe, Arizona, USA
- Center for Evolution and Medicine, Arizona State University, Life Sciences C, Tempe, Arizona, USA
| | - Katelyn Bolhofner
- Center for Bioarchaeology, Arizona State University, Tempe, Arizona, USA
- School of Interdisciplinary Forensics, Arizona State University, Glendale, Arizona, USA
| | - Laure Spake
- Department of Anthropology, Binghamton University, Binghamton, New York, USA
| | - Suhail Ghafoor
- Center for Evolution and Medicine, Arizona State University, Life Sciences C, Tempe, Arizona, USA
| | - Cyril J Versoza
- Center for Evolution and Medicine, Arizona State University, Life Sciences C, Tempe, Arizona, USA
- School of Life Sciences, Arizona State University, Life Sciences C, Tempe, Arizona, USA
| | - Erin M Rawls
- School of Life Sciences, Arizona State University, Life Sciences C, Tempe, Arizona, USA
| | - Stevie Winingear
- School of Human Evolution and Social Change, Arizona State University, Tempe, Arizona, USA
| | - Jane E Buikstra
- Center for Evolution and Medicine, Arizona State University, Life Sciences C, Tempe, Arizona, USA
- Center for Bioarchaeology, Arizona State University, Tempe, Arizona, USA
| | - Odile Loreille
- FBI Laboratory, DNA Support Unit, Quantico, Virginia, USA
| | - Laura C Fulginiti
- School of Human Evolution and Social Change, Arizona State University, Tempe, Arizona, USA
- Maricopa County Office of the Medical Examiner, Phoenix, Arizona, USA
| | - Anne C Stone
- School of Human Evolution and Social Change, Arizona State University, Tempe, Arizona, USA
- Center for Evolution and Medicine, Arizona State University, Life Sciences C, Tempe, Arizona, USA
- Center for Bioarchaeology, Arizona State University, Tempe, Arizona, USA
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2
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Filoglu G, Duvenci A, Tas S, Karadayi H, Asicioglu F, Bulbul O. Development of a multiplex panel with 36 insertion/deletion markers (InDel) for individual identification. Forensic Sci Med Pathol 2024; 20:400-411. [PMID: 37266863 DOI: 10.1007/s12024-023-00652-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/10/2023] [Indexed: 06/03/2023]
Abstract
In recent years, the insertion/deletion (InDel) polymorphism has become a preferred genetic marker in forensic genetics due to its low mutation rates and small amplicon sizes. In this study, a 36-InDelplex identification panel, consisting of autosomal 34 InDel loci, 1 Y InDel locus, and amelogenin, was developed, and gene frequencies in the Turkish population were determined. The loci of the InDel panel with global minimum allele frequencies (MAF) ≥ 0.4 were selected from the 1000 Genomes Project Phase 3 data. The amplicon sizes of the loci were designed in the range of 69-252 bp. In the validation study of the developed panel, analysis threshold, dynamic range, sensitivity, stochastic threshold, inhibitor tolerance, and reproducibility parameters were studied by following the Scientific Working Group on DNA Analysis Methods (SWGDAM) guidelines. The sensitivity studies indicated that complete and reliable InDel profiles could be obtained with 0.25 ng of DNA. A population study was evaluated using 250 samples from Turkey. The mean observed heterozygosity ratio (Ho) of all loci was 0.48. The combined discrimination power (CPD) is 0.999999999990867 and the combined exclusion probability (CPE) was 0.9930. The population comparison was also made using Turkish and the five major populations from the 1000 Genomes Phase 3 populations' data (Africa, Europe, East Asia, South Asia, and America). In conclusion, the results showed that the 36-InDelplex panel is a reliable, sensitive, and accurate system that is suitable for human identification and population genetics purposes.
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Affiliation(s)
- Gonul Filoglu
- Institute of Forensic Science and Legal Medicine, Istanbul University- Cerrahpasa, 34500, Istanbul, Turkey
| | - Arzu Duvenci
- Institute of Forensic Science and Legal Medicine, Istanbul University- Cerrahpasa, 34500, Istanbul, Turkey
| | - Sebahat Tas
- Institute of Forensic Science and Legal Medicine, Istanbul University- Cerrahpasa, 34500, Istanbul, Turkey
| | - Huseyin Karadayi
- Institute of Forensic Science and Legal Medicine, Istanbul University- Cerrahpasa, 34500, Istanbul, Turkey
| | - Faruk Asicioglu
- Institute of Forensic Science and Legal Medicine, Istanbul University- Cerrahpasa, 34500, Istanbul, Turkey
| | - Ozlem Bulbul
- Institute of Forensic Science and Legal Medicine, Istanbul University- Cerrahpasa, 34500, Istanbul, Turkey.
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Żarczyńska M, Żarczyński P, Tomsia M. Nucleic Acids Persistence-Benefits and Limitations in Forensic Genetics. Genes (Basel) 2023; 14:1643. [PMID: 37628694 PMCID: PMC10454188 DOI: 10.3390/genes14081643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 08/10/2023] [Accepted: 08/16/2023] [Indexed: 08/27/2023] Open
Abstract
The analysis of genetic material may be the only way to identify an unknown person or solve a criminal case. Often, the conditions in which the genetic material was found determine the choice of the analytical method. Hence, it is extremely important to understand the influence of various factors, both external and internal, on genetic material. The review presents information on DNA and RNA persistence, depending on the chemical and physical factors affecting the genetic material integrity. One of the factors taken into account is the time elapsing to genetic material recovery. Temperature can both preserve the genetic material or lead to its rapid degradation. Radiation, aquatic environments, and various types of chemical and physical factors also affect the genetic material quality. The substances used during the forensic process, i.e., for biological trace visualization or maceration, are also discussed. Proper analysis of genetic material degradation can help determine the post-mortem interval (PMI) or time since deposition (TsD), which may play a key role in criminal cases.
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Affiliation(s)
- Małgorzata Żarczyńska
- School of Medicine in Katowice, Medical University of Silesia, 18 Medyków Street, 40-752 Katowice, Poland; (M.Ż.); (P.Ż.)
| | - Piotr Żarczyński
- School of Medicine in Katowice, Medical University of Silesia, 18 Medyków Street, 40-752 Katowice, Poland; (M.Ż.); (P.Ż.)
| | - Marcin Tomsia
- Department of Forensic Medicine and Forensic Toxicology, Medical University of Silesia, 18 Medyków Street, 40-752 Katowice, Poland
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4
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Ooi V, McMichael L, Hunter ME, Takoukam Kamla A, Lanyon JM. A new DNA extraction method (HV-CTAB-PCI) for amplification of nuclear markers from open ocean-retrieved faeces of an herbivorous marine mammal, the dugong. PLoS One 2023; 18:e0278792. [PMID: 37285349 DOI: 10.1371/journal.pone.0278792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 04/27/2023] [Indexed: 06/09/2023] Open
Abstract
Non-invasively collected faecal samples are an alternative source of DNA to tissue samples, that may be used in genetic studies of wildlife when direct sampling of animals is difficult. Although several faecal DNA extraction methods exist, their efficacy varies between species. Previous attempts to amplify mitochondrial DNA (mtDNA) markers from faeces of wild dugongs (Dugong dugon) have met with limited success and nuclear markers (microsatellites) have been unsuccessful. This study aimed to establish a tool for sampling both mtDNA and nuclear DNA (nDNA) from dugong faeces by modifying approaches used in studies of other large herbivores. First, a streamlined, cost-effective DNA extraction method that enabled the amplification of both mitochondrial and nuclear markers from large quantities of dugong faeces was developed. Faecal DNA extracted using a new 'High Volume- Cetyltrimethyl Ammonium Bromide- Phenol-Chloroform-Isoamyl Alcohol' (HV-CTAB-PCI) method was found to achieve comparable amplification results to extraction of DNA from dugong skin. As most prevailing practices advocate sampling from the outer surface of a stool to maximise capture of sloughed intestinal cells, this study compared amplification success of mtDNA between the outer and inner layers of faeces, but no difference in amplification was found. Assessment of the impacts of faecal age or degradation on extraction, however, demonstrated that fresher faeces with shorter duration of environmental (seawater) exposure amplified both markers better than eroded scats. Using the HV-CTAB-PCI method, nuclear markers were successfully amplified for the first time from dugong faeces. The successful amplification of single nucleotide polymorphism (SNP) markers represents a proof-of-concept showing that DNA from dugong faeces can potentially be utilised in population genetic studies. This novel DNA extraction protocol offers a new tool that will facilitate genetic studies of dugongs and other large and cryptic marine herbivores in remote locations.
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Affiliation(s)
- Vicky Ooi
- School of Biological Sciences, The University of Queensland, St Lucia, Queensland, Australia
| | - Lee McMichael
- School of Veterinary Science, The University of Queensland, Gatton, Queensland, Australia
| | - Margaret E Hunter
- U.S. Geological Survey, Wetland and Aquatic Research Center, Sirenia Project, Gainesville, Florida, United States of America
| | - Aristide Takoukam Kamla
- Aquatic Animal Health Program, College of Veterinary Medicine, University of Florida, Gainesville, Florida, United States of America
- African Marine Mammal Conservation Organization, Dizangue, Littoral, Cameroon
| | - Janet M Lanyon
- School of Biological Sciences, The University of Queensland, St Lucia, Queensland, Australia
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Rahat MA, Akbar F, Rasool A, Ilyas M, Rakha A, Shams S, Jelani M, Bibi F, Shirah BH, Abdulkareem AA, Naseer MI, Israr M. Phenotypic Classification of Eye Colour and Developmental Validation of the Irisplex System on Population Living in Malakand Division, Pakistan. Biomedicines 2023; 11:biomedicines11041228. [PMID: 37189847 DOI: 10.3390/biomedicines11041228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Revised: 04/13/2023] [Accepted: 04/17/2023] [Indexed: 05/17/2023] Open
Abstract
The core objective of forensic DNA typing is developing DNA profiles from biological evidence for personal identification. The present study was designed to check the validation of the IrisPlex system and the Prevalence of eye colour in the Pakhtoon population residing within the Malakand Division. METHODS Eye colour digital photographs and buccal swab samples of 893 individuals of different age groups were collected. Multiplexed SNaPshot single base extension chemistry was used, and the genotypic results were analysed. Snapshot data were used for eye colour prediction through the IrisPlex and FROG-kb tool. RESULTS The results of the present study found brown eye colour to be the most prevalent eye colour in comparison to intermediate and blue coloured. Overall, individuals with brown-coloured eyes possess CT (46.84%) and TT (53.16%) genotypes. Blue eye-coloured individuals are solely of the CC genotype, while individuals of intermediate eye colour carry CT (45.15%) and CC (53.85%) genotypes in rs12913832 SNP in the HERC2 gene. It was also revealed that brown-coloured eyes individuals were dominant among all age groups followed by intermediate and blue. Statistical analysis between particular variables and eye colour showed a significant p-value (<0.05) for rs16891982 SNP in SLC45A2 gene, rs12913832 SNP in HERC2 gene, rs1393350 SNP in SLC45A2, districts and gender. The rest of the SNPs were non-significant with eye colour, respectively. The rs12896399 SNP and SNP rs1800407 were found significant with rs16891982 SNP. The result also demonstrated that the study group differs from the world population based on eye colour. The two eye colour prediction results were compared, and it was discovered that IrisPlex and FROG-Kb had similar higher prediction ratios for Brown and Blue eye colour. CONCLUSIONS The results of the current study revealed brown eye colour to be the most prevalent amongst members of the local population of Pakhtoon ethnicity in the Malakand Division of northern Pakistan. A set of contemporary human DNA samples with known phenotypes are used in this research to evaluate the custom panel's prediction accuracy. With the aid of this forensic test, DNA typing can be supplemented with details about the appearance of the person from whom the sample was taken in cases involving missing persons, ancient human remains, and trace samples. This study may be helpful for future population genetics and forensics studies.
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Affiliation(s)
- Murad Ali Rahat
- Centre for Biotechnology and Microbiology, University of Swat, Charbagh 19120, Pakistan
- Department of Forensic Sciences, University of Swat, Charbagh 19120, Pakistan
| | - Fazal Akbar
- Centre for Biotechnology and Microbiology, University of Swat, Charbagh 19120, Pakistan
| | - Akhtar Rasool
- Centre for Biotechnology and Microbiology, University of Swat, Charbagh 19120, Pakistan
| | - Muhammad Ilyas
- Centre for Omic Sciences, Islamia College University Peshawar, Peshawar 25120, Pakistan
| | - Allah Rakha
- Department of Forensic Sciences, University of Health Sciences, Lahore 54600, Pakistan
| | - Sulaiman Shams
- Department of Biochemistry, Abdul Wali Khan University Mardan, Mardan 23200, Pakistan
| | - Musharraf Jelani
- Centre for Omic Sciences, Islamia College University Peshawar, Peshawar 25120, Pakistan
| | - Fehmida Bibi
- Special Infectious Agents Unit, King Fahd Medical Research Centre, King Abdulaziz University, Jeddah 21589, Saudi Arabia
- Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Bader H Shirah
- Department of Neuroscience, King Faisal Specialist Hospital & Research Centre, Jeddah 21589, Saudi Arabia
| | - Angham Abdulrhman Abdulkareem
- Faculty of Science, Department of Biochemistry, King Abdulaziz University, Jeddah 21589, Saudi Arabia
- Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Muhammad Imran Naseer
- Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah 21589, Saudi Arabia
- Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Muhammad Israr
- Department of Forensic Sciences, University of Swat, Charbagh 19120, Pakistan
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Czado N, LaRue B, Wheeler A, Houston R, Holmes A, Grisedale K, Hughes S. The effectiveness of various strategies to improve DNA analysis of formaldehyde-damaged tissues from embalmed cadavers for human identification purposes. J Forensic Sci 2023; 68:596-607. [PMID: 36725687 DOI: 10.1111/1556-4029.15200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Revised: 12/06/2022] [Accepted: 01/03/2023] [Indexed: 02/03/2023]
Abstract
Formalin-fixed tissues provide the medical and forensic communities with alternative and often last resort sources of DNA for identification or diagnostic purposes. The DNA in these samples can be highly degraded and chemically damaged, making downstream genotyping using short tandem repeats (STRs) challenging. Therefore, the use of alternative genetic markers, methods that pre-amplify the low amount of good quality DNA present, or methods that repair the damaged DNA template may provide more probative genetic information. This study investigated whether whole genome amplification (WGA) and DNA repair could improve STR typing of formaldehyde-damaged (FD) tissues from embalmed cadavers. Additionally, comparative genotyping success using bi-allelic markers, including INDELs and SNPs, was explored. Calculated random match probabilities (RMPs) using traditional STRs, INDEL markers, and two next generation sequencing (NGS) panels were compared across all samples. Overall, results showed that neither WGA nor DNA repair substantially improved STR success rates from formalin-fixed tissue samples. However, when DNA from FD samples was genotyped using INDEL and SNP-based panels, the RMP of each sample was markedly lower than the RMPs calculated from partial STR profiles. Therefore, the results of this study suggest that rather than attempting to improve the quantity and quality of severely damaged and degraded DNA prior to STR typing, a more productive approach may be to target smaller amplicons to provide more discriminatory DNA identifications. Furthermore, an NGS panel with less loci may yield better results when examining FD samples, due to more optimized chemistries that result in greater allelic balance and amplicon coverage.
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Affiliation(s)
- Natalia Czado
- Department of Forensic Science, College of Criminal Justice, Sam Houston State University, Huntsville, Texas, USA
| | - Bobby LaRue
- Department of Forensic Science, College of Criminal Justice, Sam Houston State University, Huntsville, Texas, USA.,Institute of Applied Genetics, Department of Molecular and Medical Genetics, University of North Texas Health Science Center, Fort Worth, Texas, USA
| | - Amanda Wheeler
- Department of Forensic Science, College of Criminal Justice, Sam Houston State University, Huntsville, Texas, USA
| | - Rachel Houston
- Department of Forensic Science, College of Criminal Justice, Sam Houston State University, Huntsville, Texas, USA
| | - Amy Holmes
- Department of Forensic Science, College of Criminal Justice, Sam Houston State University, Huntsville, Texas, USA
| | - Kelly Grisedale
- Chemistry and Physics Department, Western Carolina University,1 University Drive, Cullowhee, North Carolina, USA
| | - Sheree Hughes
- Department of Forensic Science, College of Criminal Justice, Sam Houston State University, Huntsville, Texas, USA
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Statistical analysis tools of mixture DNA samples: When the same software provides different results. FORENSIC SCIENCE INTERNATIONAL GENETICS SUPPLEMENT SERIES 2022. [DOI: 10.1016/j.fsigss.2022.09.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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8
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A study of strong nucleosomes in the human genome. iScience 2022; 25:104593. [PMID: 35789840 PMCID: PMC9249913 DOI: 10.1016/j.isci.2022.104593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 03/03/2022] [Accepted: 06/08/2022] [Indexed: 11/30/2022] Open
Abstract
Micrococcal nuclease (MNase) is widely used to map nucleosomes. However, nucleosomes are highly dynamic and susceptible to experimental conditions, resulting in extreme variability across nucleosome maps, which complicates the generation of accurate nucleosome organization data. We mapped nucleosomes from different individuals using improved MNase-seq. The improvements included setting different digestion levels (low, medium, high) and naked DNA correction to remove the noise caused by experimental manipulation and comparing maps to obtain the accurate position and occupancy of strong nucleosomes (SNs) in the whole genome. In addition, the characteristics of SNs were further excavated. SNs were enriched in Alu elements and near the centromere of Chr12. SNs contain some specific sequences, and the GC content of SNs is different from that of dynamic nucleosomes. The findings suggest that nucleosome location in the genome and the DNA sequence may affect nucleosome stability. Naked DNA correction improved the accuracy of nucleosome map in partial digestion Level of MNase digestion has effects on nucleosome organization A type of strong nucleosomes (SNs) exist across different nucleosome maps Nucleosome stability may be related to its location and the DNA sequence
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Quantification of forensic genetic evidence: Comparison of results obtained by qualitative and quantitative software for real casework samples. Forensic Sci Int Genet 2022; 59:102715. [DOI: 10.1016/j.fsigen.2022.102715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 03/29/2022] [Accepted: 04/21/2022] [Indexed: 11/22/2022]
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10
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Zhang R, Tan Y, Wang L, Jian H, Zhu J, Xiao Y, Tan M, Xue J, Yang F, Liang W. Set of 15 SNP-SNP Markers for Detection of Unbalanced Degraded DNA Mixtures and Noninvasive Prenatal Paternity Testing. Front Genet 2022; 12:800598. [PMID: 35222521 PMCID: PMC8866868 DOI: 10.3389/fgene.2021.800598] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2021] [Accepted: 12/17/2021] [Indexed: 11/21/2022] Open
Abstract
Unbalanced and degraded mixtures (UDM) are very common in forensic DNA analysis. For example, DNA signals from criminal suspects are masked by a large amount of DNA from victims, or cell-free fetal DNA (cffDNA) in maternal plasma is masked by a high background of maternal DNA. Currently, detecting minor DNA in these mixtures is complex and challenging. We developed a new set of SNP-SNP microhaplotypes with short amplicons, and we successfully genotyped them using the new method of amplification-refractory mutation system PCR (ARMS-PCR) combined with SNaPshot technology based on a capillary electrophoresis (CE) platform. This panel reflects a high polymorphism in the Southwest Chinese Han population and thus has excellent potential for mixture studies. We evaluated the feasibility of this panel for UDM detection and noninvasive prenatal paternity testing (NIPPT). Fifteen SNP-SNPs detected minor DNA of homemade DNA mixtures, with a sensitivity of 0.025-0.05 ng and a specificity of 1:1,000. In addition, the panel successfully genotyped degraded DNA from single and mixed samples. Finally, 15 SNP-SNPs were applied to 26 trios. All samples displayed positive results with at least one marker to detect cffDNA. Besides, all fetal alleles in maternal plasma were confirmed by genotyping fetal genomic DNA from amniocentesis and paternal genomic DNA from peripheral blood. The results indicated that the SNP-SNP strategy based on the CE platform was useful for UDM detection and NIPPT.
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Affiliation(s)
- Rangran Zhang
- Department of Forensic Genetics, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, China
| | - Yu Tan
- Department of Obstetrics and Gynecology, West China Second University Hospital, Key Laboratory of Birth Defects and Related Diseases of Women and Children of Ministry of Education, Sichuan University, Chengdu, China
| | - Li Wang
- Department of Obstetrics and Gynecology, West China Second University Hospital, Key Laboratory of Birth Defects and Related Diseases of Women and Children of Ministry of Education, Sichuan University, Chengdu, China
| | - Hui Jian
- Department of Forensic Genetics, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, China
| | - Jing Zhu
- Department of Forensic Science and Technology, Sichuan Police College, Luzhou, China
| | - Yuanyuan Xiao
- Department of Forensic Genetics, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, China
| | - Mengyu Tan
- Department of Forensic Genetics, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, China
| | - Jiaming Xue
- Department of Forensic Genetics, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, China
| | - Fan Yang
- Department of Obstetrics and Gynecology, West China Second University Hospital, Key Laboratory of Birth Defects and Related Diseases of Women and Children of Ministry of Education, Sichuan University, Chengdu, China
- Department of Ultrasonography, West China Second University Hospital Sichuan University, Chengdu, China
| | - Weibo Liang
- Department of Forensic Genetics, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, China
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11
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Cusick MF, Clark L, Tu T, Goforth J, Zhang X, LaRue B, Gutierrez R, Jindra PT. Performance characteristics of chimerism testing by next generation sequencing. Hum Immunol 2021; 83:61-69. [PMID: 34728094 DOI: 10.1016/j.humimm.2021.10.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 09/23/2021] [Accepted: 10/20/2021] [Indexed: 11/27/2022]
Abstract
Chimerism testing provides informative clinical data regarding the status of a biological sample mixture. For years, this testing was achieved by measuring the peaks of informative short tandem repeat (STR) loci using capillary electrophoresis (CE). With the advent of next generation sequencing (NGS) technology, the quantification of the percentage of donor/recipient mixtures is more easily done using sequence reads in large batches of samples run on a single flow cell. In this study, we present data on using a FORENSIC NGS chimerism platform to accurately measure the percentage of donor/recipient mixtures. We were able to detect chimerism to a limit threshold of 1% using both STR and single nucleotide polymorphism (SNP) informative loci. Importantly, a significant correlation was observed between NGS and CE chimerism methods when compared at donor detection ranges from 1% to 10%. Furthermore, 100% accuracy was achieved through proficiency testing over six surveys. Its usefulness was expanded beyond this to help identify suitable donors for solid organ transplant patients using ancestry SNP profiles. In summary, the NGS method provides a sensitive and reliable alternative to traditional CE for chimerism testing of clinical samples.
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Affiliation(s)
- Matthew F Cusick
- Department of Pathology, University of Michigan Medicine, 2800 Plymouth Rd., Building 36, Ann Arbor, MI 48109, USA.
| | - Lauren Clark
- Department of Surgery, Baylor College of Medicine, One Baylor Plaza, MS:BCM 504, Houston, TX 77030, USA
| | - Thuydung Tu
- Department of Surgery, Baylor College of Medicine, One Baylor Plaza, MS:BCM 504, Houston, TX 77030, USA
| | - John Goforth
- Department of Surgery, Baylor College of Medicine, One Baylor Plaza, MS:BCM 504, Houston, TX 77030, USA
| | - Xiaohai Zhang
- HLA and Immunogenetics, Laboratory, Cedars-Sinai Medical Center, Lab-SSB 197, 8723 Alden D, Los Angeles, CA 90048, USA
| | - Bobby LaRue
- Department of Forensic Science, 1003 Bowers Blvd, Sam Houston, State University Huntsville, TX 77340, USA
| | - Ryan Gutierrez
- Department of Forensic Science, 1003 Bowers Blvd, Sam Houston, State University Huntsville, TX 77340, USA
| | - Peter T Jindra
- Department of Surgery, Baylor College of Medicine, One Baylor Plaza, MS:BCM 504, Houston, TX 77030, USA.
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12
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Reverse complement-PCR, an innovative and effective method for multiplexing forensically relevant single nucleotide polymorphism marker systems. Biotechniques 2021; 71:484-489. [PMID: 34350776 DOI: 10.2144/btn-2021-0031] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
DNA analyses from challenging samples such as touch evidence, hairs and skeletal remains push the limits of the current forensic DNA typing technologies. Reverse complement PCR (RC-PCR) is a novel, single-step PCR target enrichment method adapted to amplify degraded DNA. The sample preparation process involves a limited number of steps, decreasing the labor required for library preparation and reducing the possibility of contamination due to less sample manipulation. These features of the RC-PCR make the technology a unique application to successfully target single nucleotide polymorphisms (SNPs) in fragmented and low copy number DNA and yield results from samples in which no or limited data are obtained with standard DNA typing methods. The developed RC-PCR short amplicon 85 SNP-plex panel is a substantial improvement over the previously reported 27-plex RC-PCR multiplex that will provide higher discrimination power for challenging DNA sample analyses.
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13
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de la Puente M, Ruiz-Ramírez J, Ambroa-Conde A, Xavier C, Amigo J, Casares de Cal MÁ, Gómez-Tato A, Carracedo Á, Parson W, Phillips C, Lareu MV. Broadening the Applicability of a Custom Multi-Platform Panel of Microhaplotypes: Bio-Geographical Ancestry Inference and Expanded Reference Data. Front Genet 2020; 11:581041. [PMID: 33193704 PMCID: PMC7606911 DOI: 10.3389/fgene.2020.581041] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Accepted: 09/25/2020] [Indexed: 11/13/2022] Open
Abstract
The development of microhaplotype (MH) panels for massively parallel sequencing (MPS) platforms is gaining increasing relevance for forensic analysis. Here, we expand the applicability of a 102 autosomal and 11 X-chromosome panel of MHs, previously validated with both MiSeq and Ion S5 MPS platforms and designed for identification purposes. We have broadened reference population data for identification purposes, including data from 240 HGDP-CEPH individuals of native populations from North Africa, the Middle East, Oceania and America. Using the enhanced population data, the panel was evaluated as a marker set for bio-geographical ancestry (BGA) inference, providing a clear differentiation of the five main continental groups of Africa, Europe, East Asia, Native America, and Oceania. An informative degree of differentiation was also achieved for the population variation encompassing North Africa, Middle East, Europe, South Asia, and East Asia. In addition, we explored the potential for individual BGA inference from simple mixed DNA, by simulation of mixed profiles followed by deconvolution of mixture components.
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Affiliation(s)
- María de la Puente
- Forensic Genetics Unit, Institute of Forensic Sciences, University of Santiago de Compostela, Santiago de Compostela, Spain.,Institute of Legal Medicine, Medical University of Innsbruck, Innsbruck, Austria
| | - Jorge Ruiz-Ramírez
- Forensic Genetics Unit, Institute of Forensic Sciences, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Adrián Ambroa-Conde
- Forensic Genetics Unit, Institute of Forensic Sciences, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Catarina Xavier
- Institute of Legal Medicine, Medical University of Innsbruck, Innsbruck, Austria
| | - Jorge Amigo
- Fundación Pública Galega de Medicina Xenómica (FPGMX), Santiago de Compostela, Spain
| | | | - Antonio Gómez-Tato
- Faculty of Mathematics, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Ángel Carracedo
- Forensic Genetics Unit, Institute of Forensic Sciences, University of Santiago de Compostela, Santiago de Compostela, Spain.,Fundación Pública Galega de Medicina Xenómica (FPGMX), Santiago de Compostela, Spain
| | - Walther Parson
- Institute of Legal Medicine, Medical University of Innsbruck, Innsbruck, Austria.,Forensic Science Program, The Pennsylvania State University, University Park, PA, United States
| | - Christopher Phillips
- Forensic Genetics Unit, Institute of Forensic Sciences, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - María Victoria Lareu
- Forensic Genetics Unit, Institute of Forensic Sciences, University of Santiago de Compostela, Santiago de Compostela, Spain
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14
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Garafutdinov RR, Sakhabutdinova AR, Slominsky PA, Aminev FG, Chemeris AV. A new digital approach to SNP encoding for DNA identification. Forensic Sci Int 2020; 317:110520. [PMID: 33031982 DOI: 10.1016/j.forsciint.2020.110520] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 08/21/2020] [Accepted: 09/11/2020] [Indexed: 10/23/2022]
Abstract
Identification of individuals has become an urgent problem for mankind. In the last three decades, STR-based DNA identification has actively evolved along with traditional biometric methods. Nonetheless, single-nucleotide polymorphisms (SNPs) are now of great interest and a number of relevant SNP panels have been proposed for DNA identification. Here, a simple approach to SNP data digitization that can provide assigning a unique genetic identification number (GIN) to each person is proposed. The key points of this approach are as follows: 1) SNP data are digitized as whole 4-bit boxes in the most convenient binary format, where character "1" (YES) is assigned to revealed nucleotides, and character "0" (NO) to missing nucleotides after SNP-typing; 2) all SNPs should be considered tetra-allelic. Calculations showed that a 72-plex SNP panel is enough to provide the population with unique GINs, which can be represented in digital (binary or hexadecimal) or graphic (linear or two-dimensional) formats. Simple software for SNP data processing and GINs creation in any format was written. It is likely that the national and global GIN databases will facilitate the solution of problems related to identification of individuals or human biological materials. The proposed approach may be extended to other living organisms as well.
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Affiliation(s)
- Ravil R Garafutdinov
- Institute of Biochemistry and Genetics, Ufa Federal Research Centre, Russian Academy of Sciences, 450054, prosp. Oktyabrya, 71, Ufa, Bashkortostan, Russia.
| | - Assol R Sakhabutdinova
- Institute of Biochemistry and Genetics, Ufa Federal Research Centre, Russian Academy of Sciences, 450054, prosp. Oktyabrya, 71, Ufa, Bashkortostan, Russia
| | - Petr A Slominsky
- Institute of Molecular Genetics, Russian Academy of Sciences, 123182, Kurchatov sq. 2, Moscow, Russia
| | - Farit G Aminev
- Bashkir State University, 450076, Zaki Validi str., 32, Ufa, Bashkortostan, Russia
| | - Alexey V Chemeris
- Institute of Biochemistry and Genetics, Ufa Federal Research Centre, Russian Academy of Sciences, 450054, prosp. Oktyabrya, 71, Ufa, Bashkortostan, Russia
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15
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Liu S, Yang Y, Pan Q, Sun Y, Ma H, Liu Y, Wang M, Zhao C, Wu C. Ancient Patrilineal Lines and Relatively High ECAY Diversity Preserved in Indigenous Horses Revealed With Novel Y-Chromosome Markers. Front Genet 2020; 11:467. [PMID: 32508879 PMCID: PMC7253630 DOI: 10.3389/fgene.2020.00467] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Accepted: 04/15/2020] [Indexed: 02/06/2023] Open
Abstract
Extremely low nucleotide diversity of modern horse Y-chromosome has been reported, and only poor phylogenetic resolution could be resulted from limited Y-chromosome markers. In this study, three types of horse Y-chromosome markers, including Single-nucleotide polymorphisms (SNPs), copy number variants (CNVs), and allele-specific CNVs, were developed by screening more than 300 male horses from 23 indigenous Chinese horse populations and 4 imported horse breeds. Fourteen segregating sites including a novel SNP in the AMELY gene were found in approximately 53 kb of male-specific Y-chromosome sequences. CNVs were detected at 11 of 14 sites, while allele-specific CNVs at 6 polymorphic sites in repeated fragments were also determined. The phylogenetic analyses with the SNPs identified in this study and previously published 51 SNPs obtained mainly from European horses showed that indigenous Chinese horses exhibit much deeper divergence than European and Middle Eastern horses, while individuals of Chinese horses with the C allele of the AMELY gene constituted the most ancient group. Via SNPs, CNVs, and allele-specific CNVs, much higher diversity of paternal lines can be detected than those identified with merely SNPs. Our results indicated that there are ancient paternal horse lines preserved in southwestern China, which sheds new light on the domestication and immigration of horses, and suggest that the priorities of the conservation should be given to the ancient and rare paternal lines. These three marker types provided finer phylogenetic resolution of horse patrilineal lines, and the strategies used in the present study also provide valuable reference for the genetic studies of other mammalian patrilineages.
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Affiliation(s)
- Shuqin Liu
- College of Animal Science and Technology, China Agricultural University, Beijing, China.,Equine Center, China Agricultural University, Beijing, China
| | - Yunzhou Yang
- College of Animal Science and Technology, China Agricultural University, Beijing, China.,Equine Center, China Agricultural University, Beijing, China
| | - Qingjie Pan
- School of Animal Science and Technology, Qingdao Agricultural University, Shandong, China
| | - Yujiang Sun
- School of Animal Science and Technology, Qingdao Agricultural University, Shandong, China
| | - Hongying Ma
- College of Animal Science and Technology, China Agricultural University, Beijing, China.,Equine Center, China Agricultural University, Beijing, China
| | - Yu Liu
- College of Animal Science and Technology, China Agricultural University, Beijing, China.,Equine Center, China Agricultural University, Beijing, China
| | - Min Wang
- College of Animal Science and Technology, China Agricultural University, Beijing, China.,Equine Center, China Agricultural University, Beijing, China
| | - Chunjiang Zhao
- College of Animal Science and Technology, China Agricultural University, Beijing, China.,Equine Center, China Agricultural University, Beijing, China.,National Engineering Laboratory for Animal Breeding, Beijing, China.,Key Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture, Beijing, China.,Beijing Key Laboratory for Animal Genetic Improvement, Beijing, China
| | - Changxin Wu
- College of Animal Science and Technology, China Agricultural University, Beijing, China.,Equine Center, China Agricultural University, Beijing, China.,National Engineering Laboratory for Animal Breeding, Beijing, China.,Key Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture, Beijing, China.,Beijing Key Laboratory for Animal Genetic Improvement, Beijing, China
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16
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Pairwise kinship testing with a combination of STR and SNP loci. Forensic Sci Int Genet 2020; 46:102265. [DOI: 10.1016/j.fsigen.2020.102265] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Revised: 12/22/2019] [Accepted: 02/23/2020] [Indexed: 11/22/2022]
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17
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Cho S, Kim MY, Lee JH, Lee HY, Lee SD. Large-scale identification of human bone remains via SNP microarray analysis with reference SNP database. Forensic Sci Int Genet 2020; 47:102293. [PMID: 32276230 DOI: 10.1016/j.fsigen.2020.102293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2019] [Revised: 03/10/2020] [Accepted: 03/20/2020] [Indexed: 10/24/2022]
Abstract
Single nucleotide polymorphisms (SNPs) are valuable markers complementary to conventional forensic short tandem repeat (STR) markers in genetic typing, with potential advantages in challenging forensic casework. With the advent of high-throughput technologies, such as microarrays and massively parallel sequencing, the use of SNP typing has now expanded to large-scale forensic applications. Herein, a forensic case is presented to demonstrate the usefulness of SNP typing in identifying large-scale human bone remains with reference database construction. A total of 402 bone remains were recovered from an island in the Jeju Province of Korea where a massive disaster occurred in 1948. The first phase of the identification process was accomplished via conventional DNA typing methods including autosomal and Y-chromosomal STR typing, and mitochondrial DNA sequencing, which resulted in the identification of 74 of 402 remains. The second phase of the identification involved the remaining 327 unidentified remains using SNP typing as a supplementary tool based on Affymetrix resequencing array. The SNP markers of 782 family members were also analyzed and a reference database was constructed for comparison. An additional 51 bone remains were identified in the second phase. SNP data obtained from the supplementary genotyping yielded additional genetic information as well as contributed to kinship testing to determine the second degrees of relationship. In addition SNPs are useful in discriminating ambiguous relationship when only STR data are available. A software program developed for SNP typing system enabled efficient kinship analysis for large-scale forensic identification. The results and the casework are described and discussed.
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Affiliation(s)
- Sohee Cho
- Institute of Forensic and Anthropological Science, Seoul National University College of Medicine, Seoul, South Korea
| | - Moon-Young Kim
- Institute of Forensic and Anthropological Science, Seoul National University College of Medicine, Seoul, South Korea
| | - Ji Hyun Lee
- Department of Forensic Medicine, Seoul National University College of Medicine, Seoul, South Korea
| | - Hwan Young Lee
- Institute of Forensic and Anthropological Science, Seoul National University College of Medicine, Seoul, South Korea; Department of Forensic Medicine, Seoul National University College of Medicine, Seoul, South Korea
| | - Soong Deok Lee
- Institute of Forensic and Anthropological Science, Seoul National University College of Medicine, Seoul, South Korea; Department of Forensic Medicine, Seoul National University College of Medicine, Seoul, South Korea.
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18
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The MASTiFF panel-a versatile multiple-allele SNP test for forensics. Int J Legal Med 2019; 134:441-450. [PMID: 31863187 DOI: 10.1007/s00414-019-02233-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Accepted: 12/11/2019] [Indexed: 10/25/2022]
Abstract
Forensic identification tests often need recourse to markers that can successfully type highly degraded DNA, and binary single nucleotide polymorphisms (SNPs) have become the variants of choice for such analyses because of their short amplified fragment lengths. The two main drawbacks of SNPs are their reduced power of discrimination per marker compared with mainstream forensic STRs and an inability to robustly detect mixed DNA-particularly using capillary electrophoresis genotyping systems such as SNaPshot™, where the dye signals are much more imbalanced than those of STR profiles. This study compiled a compact set of multiple-allele SNPs consisting of loci that had three or four nucleotide variants at the same site in order to address the lack of mixture detection capability with binary SNP tests, as well as improving levels of polymorphism per SNP by transitioning to a maximum of six or ten genotypes per locus. We report the development and optimisation of a SNaPshot-based forensic test comprising 27 tri-allelic and 2 tetra-allelic SNPs, which we named MASTiFF: a multiple-allele SNP test for forensics. Assessments of the MASTiFF panel's levels of discrimination power in the five main population groups indicate random match probabilities ranging from 10-15 down to 10-20-improving the levels possible from an equivalent number of binary SNPs. The SNaPshot test was able to detect simple mixtures successfully with more than two alleles observed in 30% of SNPs. From allele frequency data, it is estimated that more than two alleles will be present in at least one MASTiFF SNP in 99.8% of two-person mixtures, making this panel an ideal supplementary test when SNPs are chosen for the analysis of degraded forensic DNA.
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19
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Sun L, Liu Q, Li S, Ma G, Wang Z, Ma C, Cong B, Fu L. A new strategy to confirm the identity of tumour tissues using single-nucleotide polymorphisms and next-generation sequencing. Int J Legal Med 2019; 134:399-409. [PMID: 31811377 DOI: 10.1007/s00414-019-02216-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Accepted: 11/15/2019] [Indexed: 11/25/2022]
Abstract
With growing cancer morbidity, forensics cases in which archived tumour tissues can be used as biological samples are increasing, and an effective method to identify the body source of tumour tissues is needed. Single nucleotide polymorphisms (SNPs) may be a promising biomarker to identify the source of tumour tissues because of their low mutation rate and small amplicon size. Next-generation sequencing techniques offers the ability to detect hundreds of SNPs in a single run. The Precision ID Identity Panel (Thermo Fisher Scientific, Waltham, MA, USA) detects 90 autosomal SNPs for individual identification and 34 lineage-informative SNPs on Y chromosome using the Ion PGM system (Thermo Fisher Scientific). In this study, we evaluated performance of the panel for individual identification of tumour tissues. One hundred and fifty pairs of tumour tissues and corresponding normal tissues were analysed. Loss of heterozygosity was detected only in tumour tissues. The identity-by-state (IBS) scoring system was adopted to identify the body source of tumour tissues. The IBS score, as well as the number of loci with 2 alleles (A2), 1 allele (A1) and 0 alleles (A0) shared, were analysed within each tumour-normal pair, unrelated individual pairs, parent-offspring pairs and full-sibling pairs. According to the probability distribution, threshold of A2 in the range of 69 to 89 could achieve accuracy > 99% in identifying the source of tumour tissues. Thus, we developed a new strategy (process and criteria) to identify the source of tumour tissues that could be used in practice.
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Affiliation(s)
- Lijuan Sun
- College of Forensic Medicine, Hebei Medical University, Hebei Key Laboratory of Forensic Medicine, Collaborative Innovation Center of Forensic Medical Molecular Identification, Shijiazhuang, China
| | - Qi Liu
- College of Forensic Medicine, Hebei Medical University, Hebei Key Laboratory of Forensic Medicine, Collaborative Innovation Center of Forensic Medical Molecular Identification, Shijiazhuang, China
- Institute of Forensic Medicine and Laboratory Medicine, Jining Medical University, Forensic Science Center of Jining Medical University, Jining, China
| | - Shujin Li
- College of Forensic Medicine, Hebei Medical University, Hebei Key Laboratory of Forensic Medicine, Collaborative Innovation Center of Forensic Medical Molecular Identification, Shijiazhuang, China
| | - Guanju Ma
- College of Forensic Medicine, Hebei Medical University, Hebei Key Laboratory of Forensic Medicine, Collaborative Innovation Center of Forensic Medical Molecular Identification, Shijiazhuang, China
| | - Zhandong Wang
- Department of Pathology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, China
- Department of Pathology, Xuzhou Cancer Hospital, Xuzhou, China
| | - Chunling Ma
- College of Forensic Medicine, Hebei Medical University, Hebei Key Laboratory of Forensic Medicine, Collaborative Innovation Center of Forensic Medical Molecular Identification, Shijiazhuang, China
| | - Bin Cong
- College of Forensic Medicine, Hebei Medical University, Hebei Key Laboratory of Forensic Medicine, Collaborative Innovation Center of Forensic Medical Molecular Identification, Shijiazhuang, China.
| | - Lihong Fu
- College of Forensic Medicine, Hebei Medical University, Hebei Key Laboratory of Forensic Medicine, Collaborative Innovation Center of Forensic Medical Molecular Identification, Shijiazhuang, China.
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20
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Mansour H, Krebs O, Pinnschmidt HO, Griem N, Hammann-Ehrt I, Püschel K. Factors affecting dental DNA in various real post-mortem conditions. Int J Legal Med 2019; 133:1751-1759. [DOI: 10.1007/s00414-019-02151-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Accepted: 08/20/2019] [Indexed: 11/24/2022]
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21
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Sun L, Fu L, Liu Q, Zhou J, Ma C, Cong B, Li S. Population data using Precision ID Identity Panel in a Chinese Han population from Hebei Province. Forensic Sci Int Genet 2019; 42:e27-e29. [DOI: 10.1016/j.fsigen.2019.07.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Revised: 07/14/2019] [Accepted: 07/14/2019] [Indexed: 11/30/2022]
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22
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Elwick K, Bus MM, King JL, Chang J, Hughes-Stamm S, Budowle B. Utility of the Ion S5™ and MiSeq FGx™ sequencing platforms to characterize challenging human remains. Leg Med (Tokyo) 2019; 41:101623. [PMID: 31499459 DOI: 10.1016/j.legalmed.2019.08.001] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Revised: 07/10/2019] [Accepted: 08/03/2019] [Indexed: 01/01/2023]
Abstract
Often in missing persons' and mass disaster cases, the samples remaining for analysis are hard tissues such as bones, teeth, nails, and hair. These remains may have been exposed to harsh environmental conditions, which pose challenges for downstream genotyping. Short tandem repeat analysis (STR) via capillary electrophoresis (CE) is still the gold standard for DNA typing; however, a newer technology known as massively parallel sequencing (MPS) could improve upon our current techniques by typing different and more markers in a single analysis, and consequently improving the power of discrimination. In this study, bone and tooth samples exposed to a variety of DNA insults (cremation, embalming, decomposition, thermal degradation, and fire) were assessed and sequenced using the Precision ID chemistry and a custom AmpliSeq™ STR and iiSNP panel on the Ion S5™ System, and the ForenSeq DNA Signature Prep Kit on the MiSeq FGx™ system, as well as the GlobalFiler™ PCR Amplification Kit on the 3500™ Genetic Analyzer. The results demonstrated that using traditional CE-based genotyping performed as expected, producing a partial or full DNA profile for all samples, and that both sequencing chemistries and platforms were able to recover sufficient STR and SNP information from a majority of the same challenging samples. Run metrics including profile completeness and mean read depth produced good results with each system, considering the degree of damage of some samples. Most sample insults (except decomposed) produced similar numbers of alleles for both MPS systems. Comparable markers produced full concordance between the two platforms.
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Affiliation(s)
- Kyleen Elwick
- Department of Forensic Science, Sam Houston State University, Huntsville, TX, USA.
| | - Magdalena M Bus
- Center for Human Identification, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Jonathan L King
- Center for Human Identification, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Joseph Chang
- Human Identification Division, Thermo Fisher Scientific, South San Francisco, CA, USA
| | - Sheree Hughes-Stamm
- Department of Forensic Science, Sam Houston State University, Huntsville, TX, USA; School of Biomedical Sciences, University of Queensland, Brisbane, QLD, Australia
| | - Bruce Budowle
- Center for Human Identification, University of North Texas Health Science Center, Fort Worth, TX, USA
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23
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Oldoni F, Podini D. Forensic molecular biomarkers for mixture analysis. Forensic Sci Int Genet 2019; 41:107-119. [DOI: 10.1016/j.fsigen.2019.04.003] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Revised: 03/06/2019] [Accepted: 04/17/2019] [Indexed: 01/10/2023]
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24
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Liu J, Li W, Wang J, Chen D, Liu Z, Shi J, Cheng F, Li Z, Ren J, Zhang G, Yun K. A new set of DIP-SNP markers for detection of unbalanced and degraded DNA mixtures. Electrophoresis 2019; 40:1795-1804. [PMID: 31120138 DOI: 10.1002/elps.201900017] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2019] [Revised: 04/15/2019] [Accepted: 05/18/2019] [Indexed: 11/11/2022]
Abstract
Unbalanced and degraded mixtures (UDM) are frequently encountered during forensic DNA analysis. For example, forensic DNA units regularly encounter DNA mixture signal where the DNA signal from the alleged offender is masked or swamped by high quantities of DNA from the victim. Our previous data presented a new kind of DNA markers that composed of a deletion/insertion polymorphism (DIP) and a SNP and we termed this new kind of microhaplotypes DIP-SNP (combination of DIP and SNP). Since such markers could be designed short enough for degraded DNA amplification, we hypothesized that DIP-SNP markers are applicable for typing of UDM. In this study, we developed a new set of DIP-SNPs with short amplicons which were complement to our prior developed system. The multiplex PCR and SNaPshot assay were established for 20 DIP-SNPs in a Chinese Han population. The DIP-SNPs were capable of detecting the minor contributor's allele in home-made DNA mixture with sensitivities from 1:100 to 1:1000 with a total of 1 -10 ng input DNA. Moreover, this system successfully typed the degraded DNA whether it came from the single source or mixture samples. In Chinese population, the system showed an average informative value of 0.293 and combined informative value of 0.998363862. Our results demonstrated that DIP-SNPs may serve as a valuable tool in detection of UDM in forensic medicine.
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Affiliation(s)
- Jinding Liu
- School of Forensic Medicine, Shanxi Medical University, Jinzhong, Shanxi, P. R. China
| | - Wenyan Li
- School of Forensic Medicine, Shanxi Medical University, Jinzhong, Shanxi, P. R. China
| | - Jiaqi Wang
- School of Forensic Medicine, Shanxi Medical University, Jinzhong, Shanxi, P. R. China
| | - Deqing Chen
- School of Forensic Medicine, Shanxi Medical University, Jinzhong, Shanxi, P. R. China
| | - Zidong Liu
- School of Forensic Medicine, Shanxi Medical University, Jinzhong, Shanxi, P. R. China
| | - Jie Shi
- School of Forensic Medicine, Shanxi Medical University, Jinzhong, Shanxi, P. R. China
| | - Feng Cheng
- School of Forensic Medicine, Shanxi Medical University, Jinzhong, Shanxi, P. R. China
| | - Zeqin Li
- School of Forensic Medicine, Shanxi Medical University, Jinzhong, Shanxi, P. R. China
| | - Jianbo Ren
- School of Forensic Medicine, Shanxi Medical University, Jinzhong, Shanxi, P. R. China
| | - Gengqian Zhang
- School of Forensic Medicine, Shanxi Medical University, Jinzhong, Shanxi, P. R. China
| | - Keming Yun
- School of Forensic Medicine, Shanxi Medical University, Jinzhong, Shanxi, P. R. China
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25
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Zhang Q, Zhou Z, Liu Q, Liu L, Shao L, Zhang M, Ding X, Gao Y, Wang S. Evaluation of the performance of Illumina's ForenSeq™ system on serially degraded samples. Electrophoresis 2018; 39:2674-2684. [DOI: 10.1002/elps.201800101] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2018] [Revised: 07/03/2018] [Accepted: 07/09/2018] [Indexed: 11/06/2022]
Affiliation(s)
- Qingzhen Zhang
- The Genomics Center of the AMMS; Beijing Institute of Radiation Medicine; Beijing P. R. China
| | - Zhe Zhou
- The Genomics Center of the AMMS; Beijing Institute of Radiation Medicine; Beijing P. R. China
| | - Qiqi Liu
- The Genomics Center of the AMMS; Beijing Institute of Radiation Medicine; Beijing P. R. China
| | - Liyan Liu
- The Genomics Center of the AMMS; Beijing Institute of Radiation Medicine; Beijing P. R. China
| | - Liting Shao
- The Genomics Center of the AMMS; Beijing Institute of Radiation Medicine; Beijing P. R. China
| | - Minli Zhang
- The Genomics Center of the AMMS; Beijing Institute of Radiation Medicine; Beijing P. R. China
| | - Xiaoran Ding
- The Genomics Center of the AMMS; Beijing Institute of Radiation Medicine; Beijing P. R. China
| | - Yue Gao
- The Genomics Center of the AMMS; Beijing Institute of Radiation Medicine; Beijing P. R. China
| | - Shengqi Wang
- The Genomics Center of the AMMS; Beijing Institute of Radiation Medicine; Beijing P. R. China
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26
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Amplified detection of single base mismatches with the competing-strand assay reveals complex kinetic and thermodynamic behavior of strand displacement at the electrode surface. Electrochim Acta 2018. [DOI: 10.1016/j.electacta.2018.07.188] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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27
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Parys-Proszek A, Wróbel M, Marcińska M, Kupiec T. Dual amplification strategy for improved efficiency of forensic DNA analysis using NGM Detect™, NGM™ or Globalfiler™ kits. Forensic Sci Int Genet 2018; 35:46-49. [PMID: 29635120 DOI: 10.1016/j.fsigen.2018.03.018] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Revised: 03/15/2018] [Accepted: 03/30/2018] [Indexed: 11/15/2022]
Abstract
The new generation of STR amplification kits with improved sensitivity and additional genetic markers is designed particularly for analyzing difficult traces with a high DNA degradation index, presence of inhibitors and low level of DNA. In the new NGM Detect™ kit, modifications including changing the primers' sequences and shortening of STR markers are introduced. The quality control system (IQCS, IQCL) used to detect DNA degradation and the presence of inhibitors in the sample is an additional feature. The purpose of this study was to compare the results of analysis of different kinds of typical casework samples obtained using NGM™ or GlobalFiler™ kits with those generated using the new NGM Detect™ kit. The results indicate that the tested kit is particularly useful for the analysis of challenging samples for which incomplete profiles are generated with the NGM™ or GlobalFiler™ kits. The increased number of positively typed alleles gives better statistical parameters in genetic identification cases. We conclude that the NGM Detect™ kit can be recommended for the double amplification protocol together with the NGM or GlobalFiler™ kits.
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Affiliation(s)
- Agnieszka Parys-Proszek
- Institute of Forensic Research, Forensic Genetics Section, Westerplatte St. 9, Kraków, Poland
| | - Maria Wróbel
- Institute of Forensic Research, Forensic Genetics Section, Westerplatte St. 9, Kraków, Poland
| | - Magdalena Marcińska
- Institute of Forensic Research, Forensic Genetics Section, Westerplatte St. 9, Kraków, Poland
| | - Tomasz Kupiec
- Institute of Forensic Research, Forensic Genetics Section, Westerplatte St. 9, Kraków, Poland.
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Monson KL, Ali S, Brandhagen MD, Duff MC, Fisher CL, Lowe KK, Meyer CE, Roberts MA, Tom KR, Washington AL. Potential effects of ionizing radiation on the evidentiary value of DNA, latent fingerprints, hair, and fibers: A comprehensive review and new results. Forensic Sci Int 2018; 284:204-218. [DOI: 10.1016/j.forsciint.2018.01.012] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Revised: 12/13/2017] [Accepted: 01/10/2018] [Indexed: 02/02/2023]
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29
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Goodwin W, Alimat S. Analysis of four PCR/SNaPshot multiplex assays analyzing 52 SNP forID markers. Electrophoresis 2017; 38:1007-1015. [DOI: 10.1002/elps.201600383] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2016] [Revised: 12/05/2016] [Accepted: 12/10/2016] [Indexed: 11/10/2022]
Affiliation(s)
- William Goodwin
- School of Forensic and Applied Sciences; University of Central Lancashire; Preston United Kingdom of Great Britain and Northern Ireland
| | - Sharizah Alimat
- School of Forensic and Applied Sciences; University of Central Lancashire; Preston United Kingdom of Great Britain and Northern Ireland
- Biotechnology Section; Department of Chemistry Malaysia (MOSTI); Jalan Sultan, Petaling Jaya Selangor Malaysia
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Degradation in forensic trace DNA samples explored by massively parallel sequencing. Forensic Sci Int Genet 2017; 27:160-166. [DOI: 10.1016/j.fsigen.2017.01.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2016] [Revised: 11/29/2016] [Accepted: 01/02/2017] [Indexed: 12/22/2022]
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31
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Kitpipit T, Thongjued K, Penchart K, Ouithavon K, Chotigeat W. Mini-SNaPshot multiplex assays authenticate elephant ivory and simultaneously identify the species origin. Forensic Sci Int Genet 2016; 27:106-115. [PMID: 28033530 DOI: 10.1016/j.fsigen.2016.12.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2016] [Revised: 11/22/2016] [Accepted: 12/19/2016] [Indexed: 01/27/2023]
Abstract
Illegal trading of ivory is mainly responsible for the dramatic decline in elephant populations. Thailand is one of the largest laundering hotspots for African ivory, as the domestic Asian elephant ivory can be legally traded. So, to help combat ivory poaching and smuggling, an efficient method is needed to identify the elephant species from its ivory and ivory products. In this study, a mini-SNaPshot® multiplex assay was developed and fully validated for the identification of confiscated ivory and low DNA template ivory products. Elephantid- and elephant species-specific mitochondrial single nucleotide polymorphisms (SNPs) were identified from 207 mammalian and 1705 elephant/mammoth cytochrome b sequence alignments. Seven informative SNPs were used for assay development. The assay unambiguously and accurately identified authentic elephant ivory and its species of origin on the basis of peak size and color observed in the haplotype profile. The assay was highly efficient for analysis of confiscated ivory and low-template ivory products with a 99.29% success rate (N=140). It was highly reproducible, exhibited no cross-reaction with eight other mammalian DNA; and had 100% identification accuracy. In addition, nested and direct PCR amplification were also compatible with the developed assay. This efficient assay should benefit wildlife forensic laboratories and aid in the prosecution of elephant-related crimes.
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Affiliation(s)
- Thitika Kitpipit
- Forensic Science Program, Department of Applied Science, Faculty of Science, Prince of Songkla University, Thailand.
| | - Kantima Thongjued
- Department of Molecular Biotechnology and Bioinformatics, Faculty of Science, Prince of Songkla University, Thailand
| | - Kitichaya Penchart
- DNP Wildlife Forensic Science Unit, Department of National Parks, Wildlife and Plant Conservation, Thailand
| | - Kanita Ouithavon
- DNP Wildlife Forensic Science Unit, Department of National Parks, Wildlife and Plant Conservation, Thailand
| | - Wilaiwan Chotigeat
- Department of Molecular Biotechnology and Bioinformatics, Faculty of Science, Prince of Songkla University, Thailand
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32
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Forensically relevant SNaPshot® assays for human DNA SNP analysis: a review. Int J Legal Med 2016; 131:21-37. [DOI: 10.1007/s00414-016-1490-5] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Accepted: 10/31/2016] [Indexed: 10/20/2022]
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33
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Investigation of single nucleotide polymorphism loci susceptible to degradation by ultraviolet light. J Forensic Leg Med 2016; 43:120-125. [PMID: 27570235 DOI: 10.1016/j.jflm.2016.08.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2016] [Revised: 08/01/2016] [Accepted: 08/10/2016] [Indexed: 12/29/2022]
Abstract
DNA in biological fluids is often degraded by environmental factors. Given that single nucleotide polymorphism (SNP) analyses require shorter amplicons than short tandem repeat (STR) analyses do, their use in human identification using degraded samples has recently attracted attention. Although various SNP loci are used to analyze degraded samples, it is unclear which ones are more appropriate. To characterize and identify SNP loci that are susceptible or resistant to degradation, we artificially degraded DNA, obtained from buccal swabs from 11 volunteers, by exposure to ultraviolet (UV) light for different durations (254 nm for 5, 15, 30, 60, or 120 min) and analyzed the resulting SNP loci. DNA degradation was assessed using gel electrophoresis, STR, and SNP profiling. DNA fragmentation occurred within 5 min of UV irradiation, and successful STR and SNP profiling decreased with increasing duration. However, 73% of SNP loci were still detected correctly in DNA samples irradiated for 120 min, a dose that rendered STR loci undetectable. The unsuccessful SNP typing and the base call failure of nucleotides neighboring the SNPs were traced to rs1031825, and we found that this SNP was susceptible to UV light. When comparing the detection efficiencies of STR and SNP loci, SNP typing was more successful than STR typing, making it effective when using degraded DNA. However, it is important to use rs1031825 with caution when interpreting SNP analyses of degraded DNA.
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Whole genome nucleosome sequencing identifies novel types of forensic markers in degraded DNA samples. Sci Rep 2016; 6:26101. [PMID: 27189082 PMCID: PMC4870644 DOI: 10.1038/srep26101] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2015] [Accepted: 04/27/2016] [Indexed: 11/08/2022] Open
Abstract
In the case of mass disasters, missing persons and forensic caseworks, highly degraded biological samples are often encountered. It can be a challenge to analyze and interpret the DNA profiles from these samples. Here we provide a new strategy to solve the problem by taking advantage of the intrinsic structural properties of DNA. We have assessed the in vivo positions of more than 35 million putative nucleosome cores in human leukocytes using high-throughput whole genome sequencing, and identified 2,462 single nucleotide variations (SNVs), 128 insertion-deletion polymorphisms (indels). After comparing the sequence reads with 44 STR loci commonly used in forensics, five STRs (TH01, TPOX, D18S51, DYS391, and D10S1248)were matched. We compared these “nucleosome protected STRs” (NPSTRs) with five other non-NPSTRs using mini-STR primer design, real-time PCR, and capillary gel electrophoresis on artificially degraded DNA. Moreover, genotyping performance of the five NPSTRs and five non-NPSTRs was also tested with real casework samples. All results show that loci located in nucleosomes are more likely to be successfully genotyped in degraded samples. In conclusion, after further strict validation, these markers could be incorporated into future forensic and paleontology identification kits, resulting in higher discriminatory power for certain degraded sample types.
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35
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Revealing the challenges of low template DNA analysis with the prototype Ion AmpliSeq™ Identity panel v2.3 on the PGM™ Sequencer. Forensic Sci Int Genet 2016; 22:25-36. [DOI: 10.1016/j.fsigen.2015.07.011] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2014] [Revised: 06/08/2015] [Accepted: 07/13/2015] [Indexed: 01/18/2023]
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36
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Pacifiplex : an ancestry-informative SNP panel centred on Australia and the Pacific region. Forensic Sci Int Genet 2016; 20:71-80. [DOI: 10.1016/j.fsigen.2015.10.003] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2015] [Revised: 09/22/2015] [Accepted: 10/06/2015] [Indexed: 12/18/2022]
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37
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Gettings KB, Kiesler KM, Vallone PM. Performance of a next generation sequencing SNP assay on degraded DNA. Forensic Sci Int Genet 2015; 19:1-9. [DOI: 10.1016/j.fsigen.2015.04.010] [Citation(s) in RCA: 79] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2015] [Revised: 04/08/2015] [Accepted: 04/27/2015] [Indexed: 12/30/2022]
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38
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Churchill JD, Schmedes SE, King JL, Budowle B. Evaluation of the Illumina(®) Beta Version ForenSeq™ DNA Signature Prep Kit for use in genetic profiling. Forensic Sci Int Genet 2015; 20:20-29. [PMID: 26433485 DOI: 10.1016/j.fsigen.2015.09.009] [Citation(s) in RCA: 157] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Revised: 09/01/2015] [Accepted: 09/17/2015] [Indexed: 10/23/2022]
Abstract
While capillary electrophoresis-based technologies have been the mainstay for human identity typing applications, there are limitations with this methodology's resolution, scalability, and throughput. Massively parallel sequencing (MPS) offers the capability to multiplex multiple types of forensically-relevant markers and multiple samples together in one run all at an overall lower cost per nucleotide than traditional capillary electrophoresis-based methods; thus, addressing some of these limitations. MPS also is poised to expand forensic typing capabilities by providing new strategies for mixture deconvolution with the identification of intra-STR allele sequence variants and the potential to generate new types of investigative leads with an increase in the overall number and types of genetic markers being analyzed. The beta version of the Illumina ForenSeq DNA Signature Prep Kit is a MPS library preparation method with a streamlined workflow that allows for targeted amplification and sequencing of 63 STRs and 95 identity SNPs, with the option to include an additional 56 ancestry SNPs and 22 phenotypic SNPs depending on the primer mix chosen for amplification, on the MiSeq desktop sequencer (Illumina). This study was divided into a series of experiments that evaluated reliability, sensitivity of detection, mixture analysis, concordance, and the ability to analyze challenged samples. Genotype accuracy, depth of coverage, and allele balance were used as informative metrics for the quality of the data produced. The ForenSeq DNA Signature Prep Kit produced reliable, reproducible results and obtained full profiles with DNA input amounts of 1ng. Data were found to be concordant with current capillary electrophoresis methods, and mixtures at a 1:19 ratio were resolved accurately. Data from the challenged samples showed concordant results with current DNA typing methods with markers in common and minimal allele drop out from the large number of markers typed on these samples. This set of experiments indicates the beta version of the ForenSeq DNA Signature Prep Kit is a valid tool for forensic DNA typing and warrants full validation studies of this MPS technology.
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Affiliation(s)
- Jennifer D Churchill
- Institute of Applied Genetics, Department of Molecular and Medical Genetics, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX 76107, USA.
| | - Sarah E Schmedes
- Institute of Applied Genetics, Department of Molecular and Medical Genetics, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX 76107, USA
| | - Jonathan L King
- Institute of Applied Genetics, Department of Molecular and Medical Genetics, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX 76107, USA
| | - Bruce Budowle
- Institute of Applied Genetics, Department of Molecular and Medical Genetics, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX 76107, USA; Center of Excellence in Genomic Medicine Research (CEGMR), King Abdulaziz University, Jeddah, Saudi Arabia
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39
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Dong C, Yang Y, Yan J, Fu L, Zhang X, Cong B, Li S. Evaluation of the protective capabilities of nucleosome STRs obtained by large-scale sequencing. Electrophoresis 2015; 36:1640-50. [PMID: 25820988 DOI: 10.1002/elps.201400537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2014] [Revised: 03/16/2015] [Accepted: 03/16/2015] [Indexed: 11/11/2022]
Abstract
Partial DNA profiles are often obtained from degraded forensic samples and are hard to analyze and interpret. With in-depth studies on degraded DNA, an increasing number of forensic scientists have focused on the intrinsic structural properties of DNA. In theory, nucleosomes offer protection to the bound DNA by limiting access to enzymes. In our study, we performed large-scale DNA sequencing on nucleosome core DNA of human leucocytes. Five nucleosome short tandem repeats (STRs) were selected (including three forensic common STRs (i.e. TPOX, TH01, and D10S1248) and two unpublished STRs (i.e. AC012568.7 and AC007160.3)). We performed a population genetic investigation and forensic genetic statistical analysis of these two unpublished loci on 108 healthy unrelated individuals of the HeBei Han population in China. We estimated the protective capabilities of five selected nucleosome loci and MiniFiler™ loci with artificial degraded DNA and case samples. We also analyzed differences between sequencing results and software predicted results. Our findings showed that nucleosome STRs were more likely to be detected than MiniFiler™ loci. They were well protected from degradation by nucleosomes and could be candidates for further nucleosome multiplex construction, which would increase the chances of obtaining a better balanced profile with fewer allelic drop-outs.
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Affiliation(s)
- Chunnan Dong
- Department of Forensic Medicine, Hebei Medical University, Hebei Key Laboratory of Forensic Medicine, Shijiazhuang, P. R. China
| | - Yadong Yang
- Key Laboratory of Genome Sciences, Beijing Institute of Genomics, Chinese Academy of Sciences, Chaoyang, Beijing, P. R. China
| | - Jiangwei Yan
- Key Laboratory of Genome Sciences, Beijing Institute of Genomics, Chinese Academy of Sciences, Chaoyang, Beijing, P. R. China
| | - Lihong Fu
- Department of Forensic Medicine, Hebei Medical University, Hebei Key Laboratory of Forensic Medicine, Shijiazhuang, P. R. China
| | - Xiaojing Zhang
- Department of Forensic Medicine, Hebei Medical University, Hebei Key Laboratory of Forensic Medicine, Shijiazhuang, P. R. China
| | - Bin Cong
- Department of Forensic Medicine, Hebei Medical University, Hebei Key Laboratory of Forensic Medicine, Shijiazhuang, P. R. China
| | - Shujin Li
- Department of Forensic Medicine, Hebei Medical University, Hebei Key Laboratory of Forensic Medicine, Shijiazhuang, P. R. China
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40
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Courts C, Sauer E, Hofmann Y, Madea B, Schyma C. Assessment of STR Typing Success Rate in Soft Tissues from Putrefied Bodies Based on a Quantitative Grading System for Putrefaction. J Forensic Sci 2015; 60:1016-21. [DOI: 10.1111/1556-4029.12746] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2014] [Revised: 04/30/2014] [Accepted: 06/17/2014] [Indexed: 11/29/2022]
Affiliation(s)
| | - Eva Sauer
- Institute of Legal Medicine; University of Bonn; Bonn Germany
| | - Yaiza Hofmann
- Institute of Legal Medicine; University of Bonn; Bonn Germany
| | - Burkhard Madea
- Institute of Legal Medicine; University of Bonn; Bonn Germany
| | - Christian Schyma
- Institute of Legal Medicine; University of Bonn; Bonn Germany
- Institute of Legal Medicine; University of Bern; Bern Switzerland
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41
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Warshauer DH, Davis CP, Holt C, Han Y, Walichiewicz P, Richardson T, Stephens K, Jager A, King J, Budowle B. Massively parallel sequencing of forensically relevant single nucleotide polymorphisms using TruSeq™ forensic amplicon. Int J Legal Med 2014; 129:31-6. [PMID: 25408291 DOI: 10.1007/s00414-014-1108-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2014] [Accepted: 10/30/2014] [Indexed: 10/24/2022]
Abstract
The TruSeq™ Forensic Amplicon library preparation protocol, originally designed to attach sequencing adapters to chromatin-bound DNA for chromatin immunoprecipitation sequencing (TruSeq™ ChIP-Seq), was used here to attach adapters directly to amplicons containing markers of forensic interest. In this study, the TruSeq™ Forensic Amplicon library preparation protocol was used to detect 160 single nucleotide polymorphisms (SNPs), including human identification SNPs (iSNPs), ancestry, and phenotypic SNPs (apSNPs) in 12 reference samples. Results were compared with those generated by a second laboratory using the same technique, as well as to those generated by whole genome sequencing (WGS). The genotype calls made using the TruSeq™ Forensic Amplicon library preparation protocol were highly concordant. The protocol described herein represents an effective and relatively sensitive means of preparing amplified nuclear DNA for massively parallel sequencing (MPS).
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Affiliation(s)
- David H Warshauer
- Institute of Applied Genetics, Department of Molecular and Medical Genetics, University of North Texas Health Science Center, 3500 Camp Bowie Boulevard, Fort Worth, TX, 76107, USA
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42
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Hadiwikarta WW, Carlon E, Hooyberghs J. Dynamic range extension of hybridization sensors. Biosens Bioelectron 2014; 64:411-5. [PMID: 25280340 DOI: 10.1016/j.bios.2014.09.043] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2014] [Revised: 09/20/2014] [Accepted: 09/22/2014] [Indexed: 02/03/2023]
Abstract
In hybridization based nucleic acid sensors the stringency of hybridization poses a challenge to design and experiment. For a given set of experimental parameters the affinity window of probe-target interaction is always limited and vice versa for a given probe set design, changes in experimental conditions can easily bring some measurements out of detection range. In this paper we introduce and apply a strategy to extend this dynamic range for affinity sensors, sensors which measure the amount of hybridized molecules after equilibrium is reached. The method relies on concepts of additivity of nucleic acids hybridization free energies and on equilibrium isotherms. It consists in combining the measurements from probes with different lengths, by appropriately rescaling the measured signals. We test the validity of the approach on experiments and show that by combining probes with hybridizing regions of length 21, 23 and 25 nucleotides we manage to extend the dynamic range of the intensity signals by a factor of 25. The presented concept is easy to extend, platform free and applies to any hybridization based affinity sensor.
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Affiliation(s)
- W W Hadiwikarta
- Flemish Institute for Technological Research, VITO, Boeretang 200, B-2400 Mol, Belgium; Institute for Theoretical Physics, KULeuven, Celestijnenlaan 200D, B-3001 Leuven, Belgium
| | - E Carlon
- Institute for Theoretical Physics, KULeuven, Celestijnenlaan 200D, B-3001 Leuven, Belgium
| | - J Hooyberghs
- Flemish Institute for Technological Research, VITO, Boeretang 200, B-2400 Mol, Belgium; Theoretical Physics, Hasselt University, Campus Diepenbeek, Agoralaan - Building D, B-3590 Diepenbeek, Belgium.
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43
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Development of a SNP set for human identification: A set with high powers of discrimination which yields high genetic information from naturally degraded DNA samples in the Thai population. Forensic Sci Int Genet 2014; 11:166-73. [DOI: 10.1016/j.fsigen.2014.03.010] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2013] [Revised: 02/27/2014] [Accepted: 03/02/2014] [Indexed: 11/21/2022]
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44
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Johnson RN, Wilson-Wilde L, Linacre A. Current and future directions of DNA in wildlife forensic science. Forensic Sci Int Genet 2013; 10:1-11. [PMID: 24680123 DOI: 10.1016/j.fsigen.2013.12.007] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2013] [Revised: 12/13/2013] [Accepted: 12/18/2013] [Indexed: 12/22/2022]
Abstract
Wildlife forensic science may not have attained the profile of human identification, yet the scale of criminal activity related to wildlife is extensive by any measure. Service delivery in the arena of wildlife forensic science is often ad hoc, unco-ordinated and unregulated, yet many of those currently dedicated to wildlife conservation and the protection of endangered species are striving to ensure that the highest standards are met. The genetic markers and software used to evaluate data in wildlife forensic science are more varied than those in human forensic identification and are rarely standardised between species. The time and resources required to characterise and validate each genetic maker is considerable and in some cases prohibitive. Further, issues are regularly encountered in the construction of allelic databases and allelic ladders; essential in human identification studies, but also applicable to wildlife criminal investigations. Accreditation and certification are essential in human identification and are currently being strived for in the forensic wildlife community. Examples are provided as to how best practice can be demonstrated in all areas of wildlife crime analysis and ensure that this field of forensic science gains and maintains the respect it deserves. This review is aimed at those conducting human identification to illustrate how research concepts in wildlife forensic science can be used in the criminal justice system, as well as describing the real importance of this type of forensic analysis.
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Affiliation(s)
- Rebecca N Johnson
- Australian Museum Research Institute, Australian Centre for Wildlife Genomics, Science and Learning Division, Australian Museum, Sydney, Australia.
| | - Linzi Wilson-Wilde
- Australia New Zealand Policing Advisory Agency - National Institute of Forensic Science, Melbourne, Australia
| | - Adrian Linacre
- School of Biological Sciences, Flinders University, Bedford Park, Adelaide, Australia
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45
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Walsh S, Chaitanya L, Clarisse L, Wirken L, Draus-Barini J, Kovatsi L, Maeda H, Ishikawa T, Sijen T, de Knijff P, Branicki W, Liu F, Kayser M. Developmental validation of the HIrisPlex system: DNA-based eye and hair colour prediction for forensic and anthropological usage. Forensic Sci Int Genet 2013; 9:150-61. [PMID: 24528593 DOI: 10.1016/j.fsigen.2013.12.006] [Citation(s) in RCA: 119] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2013] [Revised: 12/13/2013] [Accepted: 12/17/2013] [Indexed: 12/19/2022]
Abstract
Forensic DNA Phenotyping or 'DNA intelligence' tools are expected to aid police investigations and find unknown individuals by providing information on externally visible characteristics of unknown suspects, perpetrators and missing persons from biological samples. This is especially useful in cases where conventional DNA profiling or other means remain non-informative. Recently, we introduced the HIrisPlex system, capable of predicting both eye and hair colour from DNA. In the present developmental validation study, we demonstrate that the HIrisPlex assay performs in full agreement with the Scientific Working Group on DNA Analysis Methods (SWGDAM) guidelines providing an essential prerequisite for future HIrisPlex applications to forensic casework. The HIrisPlex assay produces complete profiles down to only 63 pg of DNA. Species testing revealed human specificity for a complete HIrisPlex profile, while only non-human primates showed the closest full profile at 20 out of the 24 DNA markers, in all animals tested. Rigorous testing of simulated forensic casework samples such as blood, semen, saliva stains, hairs with roots as well as extremely low quantity touch (trace) DNA samples, produced complete profiles in 88% of cases. Concordance testing performed between five independent forensic laboratories displayed consistent reproducible results on varying types of DNA samples. Due to its design, the assay caters for degraded samples, underlined here by results from artificially degraded DNA and from simulated casework samples of degraded DNA. This aspect was also demonstrated previously on DNA samples from human remains up to several hundreds of years old. With this paper, we also introduce enhanced eye and hair colour prediction models based on enlarged underlying databases of HIrisPlex genotypes and eye/hair colour phenotypes (eye colour: N = 9188 and hair colour: N = 1601). Furthermore, we present an online web-based system for individual eye and hair colour prediction from full and partial HIrisPlex DNA profiles. By demonstrating that the HIrisPlex assay is fully compatible with the SWGDAM guidelines, we provide the first forensically validated DNA test system for parallel eye and hair colour prediction now available to forensic laboratories for immediate casework application, including missing person cases. Given the robustness and sensitivity described here and in previous work, the HIrisPlex system is also suitable for analysing old and ancient DNA in anthropological and evolutionary studies.
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Affiliation(s)
- Susan Walsh
- Department of Forensic Molecular Biology, Erasmus MC University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - Lakshmi Chaitanya
- Department of Forensic Molecular Biology, Erasmus MC University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - Lindy Clarisse
- Department of Human Biological Traces, Netherlands Forensic Institute, The Hague, The Netherlands
| | - Laura Wirken
- Forensic Laboratory for DNA Research, Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Leda Kovatsi
- Laboratory of Forensic Medicine & Toxicology, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Hitoshi Maeda
- Department of Legal Medicine, Osaka City University, Medical School, Osaka, Japan
| | - Takaki Ishikawa
- Department of Legal Medicine, Osaka City University, Medical School, Osaka, Japan; Division of Legal Medicine, Faculty of Medicine, Tottori University, 86 Nichicho Yonago, Japan
| | - Titia Sijen
- Department of Human Biological Traces, Netherlands Forensic Institute, The Hague, The Netherlands
| | - Peter de Knijff
- Forensic Laboratory for DNA Research, Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
| | - Wojciech Branicki
- Section of Forensic Genetics, Institute of Forensic Research, Kraków, Poland; Department of Genetics and Evolution, Institute of Zoology, Jagiellonian University, Kraków, Poland
| | - Fan Liu
- Department of Forensic Molecular Biology, Erasmus MC University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - Manfred Kayser
- Department of Forensic Molecular Biology, Erasmus MC University Medical Centre Rotterdam, Rotterdam, The Netherlands.
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46
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Nazir MS, Iyavoo S, Alimat S, Zahra N, Sanqoor SH, Smith JA, Moffatt C, Goodwin W. Development of a multiplex system to assess DNA persistence in taphonomic studies. Electrophoresis 2013; 34:3352-60. [PMID: 24310858 DOI: 10.1002/elps.201300240] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2013] [Revised: 09/15/2013] [Accepted: 09/16/2013] [Indexed: 11/12/2022]
Abstract
In this study, we have developed a PCR multiplex that can be used to assess DNA degradation and at the same time monitor for inhibition: primers have been designed to amplify human, pig, and rabbit DNA, allowing pig and rabbit to be used as experimental models for taphonomic research, but also enabling studies on human DNA persistence in forensic evidence. Internal amplified controls have been added to monitor for inhibition, allowing the effects of degradation and inhibition to be differentiated. Sequence data for single-copy nuclear recombination activation gene (RAG-1) from human, pig, and rabbit were aligned to identify conserved regions and primers were designed that targeted amplicons of 70, 194, 305, and 384 bp. Robust amplification in all three species was possible using as little as 0.3 ng of template DNA. These have been combined with primers that will amplify a bacterial DNA template within the PCR. The multiplex has been evaluated in a series of experiments to gain more knowledge of DNA persistence in soft tissues, which can be important when assessing what material to collect following events such as mass disasters or conflict, when muscle or bone material can be used to aid with the identification of human remains. The experiments used pigs as a model species. When whole pig bodies were exposed to the environment in Northwest England, DNA in muscle tissue persisted for over 24 days in the summer and over 77 days in the winter, with full profiles generated from these samples. In addition to time, accumulated degree days (ADD) were also used as a measure that combines both time and temperature-24 days was in summer equivalent to 295 ADD whereas 77 days in winter was equivalent to 494 ADD.
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Affiliation(s)
- Muhammad S Nazir
- School of Forensic and Investigative Sciences, University of Central Lancashire, Preston, UK; University of Modern Sciences, Dubai, UAE
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Pengelly RJ, Gibson J, Andreoletti G, Collins A, Mattocks CJ, Ennis S. A SNP profiling panel for sample tracking in whole-exome sequencing studies. Genome Med 2013; 5:89. [PMID: 24070238 PMCID: PMC3978886 DOI: 10.1186/gm492] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2013] [Accepted: 09/16/2013] [Indexed: 12/17/2022] Open
Abstract
Whole-exome sequencing provides a cost-effective means to sequence protein coding regions within the genome, which are significantly enriched for etiological variants. We describe a panel of single nucleotide polymorphisms (SNPs) to facilitate the validation of data provenance in whole-exome sequencing studies. This is particularly significant where multiple processing steps necessitate transfer of sample custody between clinical, laboratory and bioinformatics facilities. SNPs captured by all commonly used exome enrichment kits were identified, and filtered for possible confounding properties. The optimised panel provides a simple, yet powerful, method for the assignment of intrinsic, highly discriminatory identifiers to genetic samples.
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Affiliation(s)
- Reuben J Pengelly
- Human Genetics and Genomic Medicine, Faculty of Medicine, University of Southampton, Duthie Building (MP 808), Southampton General Hospital, Tremona Road, Southampton SO16 6YD, UK
| | - Jane Gibson
- Human Genetics and Genomic Medicine, Faculty of Medicine, University of Southampton, Duthie Building (MP 808), Southampton General Hospital, Tremona Road, Southampton SO16 6YD, UK
| | - Gaia Andreoletti
- Human Genetics and Genomic Medicine, Faculty of Medicine, University of Southampton, Duthie Building (MP 808), Southampton General Hospital, Tremona Road, Southampton SO16 6YD, UK
| | - Andrew Collins
- Human Genetics and Genomic Medicine, Faculty of Medicine, University of Southampton, Duthie Building (MP 808), Southampton General Hospital, Tremona Road, Southampton SO16 6YD, UK
| | - Christopher J Mattocks
- National Genetics Reference Laboratory (Wessex), Salisbury District Hospital, Salisbury SP2 8BJ, UK
| | - Sarah Ennis
- Human Genetics and Genomic Medicine, Faculty of Medicine, University of Southampton, Duthie Building (MP 808), Southampton General Hospital, Tremona Road, Southampton SO16 6YD, UK
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Jin HX, Seo SB, Lee HY, Cho S, Ge J, King J, Budowle B, Lee SD. Differences of PCR efficiency between two-step PCR and standard three-step PCR protocols in short tandem repeat amplification. AUST J FORENSIC SCI 2013. [DOI: 10.1080/00450618.2013.788681] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Zaumsegel D, Rothschild MA, Schneider PM. A 21 marker insertion deletion polymorphism panel to study biogeographic ancestry. Forensic Sci Int Genet 2013; 7:305-12. [PMID: 23352554 DOI: 10.1016/j.fsigen.2012.12.007] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2012] [Revised: 11/21/2012] [Accepted: 12/26/2012] [Indexed: 11/19/2022]
Abstract
Insertion/deletion polymorphisms have recently received increased interest in the forensic genetics community. This class of markers combines the advantageous genetic properties of single nucleotide polymorphisms (i.e., low mutation rate, genetic stability, and short amplicon size) with the technical advantage of short tandem repeat markers (simple detection by fluorescence-labelled PCR and capillary electrophoresis). For a large number of indel markers significant differences in allele frequencies between the major populations have been reported, making this class of markers suitable for the analysis of biogeographic ancestry. We have developed a multiplex PCR assay designed to establish the biogeographic ancestry of forensic DNA samples based on insertion/deletion polymorphisms. A panel of 21 short indels with allele frequency differences between three major population groups (European, African and Asian) was selected to be incorporated into a single-tube multiplex PCR assay. The assay is highly sensitive, requiring less than 0.5 ng of genomic DNA for successful typing. Due to the short fragment lengths below 200 bp, the assay is ideally suited for the typing of challenging forensic genetic case work samples. A population genetic study has been performed proving the performance of the assay in inferring the ancestral population of individuals. The chosen 21 markers are sufficient to distinguish between three major global population groups. Furthermore, the assay design leaves room for an extension in order to cover additional population groups.
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Affiliation(s)
- Daniel Zaumsegel
- Institute of Legal Medicine, Faculty of Medicine, University of Cologne, Köln, Germany.
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50
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A new avenue for classification and prediction of olive cultivars using supervised and unsupervised algorithms. PLoS One 2012; 7:e44164. [PMID: 22957050 PMCID: PMC3434224 DOI: 10.1371/journal.pone.0044164] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2012] [Accepted: 07/30/2012] [Indexed: 11/19/2022] Open
Abstract
Various methods have been used to identify cultivares of olive trees; herein we used different bioinformatics algorithms to propose new tools to classify 10 cultivares of olive based on RAPD and ISSR genetic markers datasets generated from PCR reactions. Five RAPD markers (OPA0a21, OPD16a, OP01a1, OPD16a1 and OPA0a8) and five ISSR markers (UBC841a4, UBC868a7, UBC841a14, U12BC807a and UBC810a13) selected as the most important markers by all attribute weighting models. K-Medoids unsupervised clustering run on SVM dataset was fully able to cluster each olive cultivar to the right classes. All trees (176) induced by decision tree models generated meaningful trees and UBC841a4 attribute clearly distinguished between foreign and domestic olive cultivars with 100% accuracy. Predictive machine learning algorithms (SVM and Naïve Bayes) were also able to predict the right class of olive cultivares with 100% accuracy. For the first time, our results showed data mining techniques can be effectively used to distinguish between plant cultivares and proposed machine learning based systems in this study can predict new olive cultivars with the best possible accuracy.
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