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Ge J, King JL, Smuts A, Budowle B. Precision DNA Mixture Interpretation with Single-Cell Profiling. Genes (Basel) 2021; 12:1649. [PMID: 34828255 PMCID: PMC8623868 DOI: 10.3390/genes12111649] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 10/14/2021] [Accepted: 10/14/2021] [Indexed: 11/16/2022] Open
Abstract
Wet-lab based studies have exploited emerging single-cell technologies to address the challenges of interpreting forensic mixture evidence. However, little effort has been dedicated to developing a systematic approach to interpreting the single-cell profiles derived from the mixtures. This study is the first attempt to develop a comprehensive interpretation workflow in which single-cell profiles from mixtures are interpreted individually and holistically. In this approach, the genotypes from each cell are assessed, the number of contributors (NOC) of the single-cell profiles is estimated, followed by developing a consensus profile of each contributor, and finally the consensus profile(s) can be used for a DNA database search or comparing with known profiles to determine their potential sources. The potential of this single-cell interpretation workflow was assessed by simulation with various mixture scenarios and empirical allele drop-out and drop-in rates, the accuracies of estimating the NOC, the accuracies of recovering the true alleles by consensus, and the capabilities of deconvolving mixtures with related contributors. The results support that the single-cell based mixture interpretation can provide a precision that cannot beachieved with current standard CE-STR analyses. A new paradigm for mixture interpretation is available to enhance the interpretation of forensic genetic casework.
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Affiliation(s)
- Jianye Ge
- Center for Human Identification, University of North Texas Health Science Center, Fort Worth, TX 76107, USA; (J.L.K.); (A.S.); (B.B.)
- Department of Microbiology, Immunology and Genetics, University of North Texas Health Science Center, Fort Worth, TX 76107, USA
| | - Jonathan L. King
- Center for Human Identification, University of North Texas Health Science Center, Fort Worth, TX 76107, USA; (J.L.K.); (A.S.); (B.B.)
| | - Amy Smuts
- Center for Human Identification, University of North Texas Health Science Center, Fort Worth, TX 76107, USA; (J.L.K.); (A.S.); (B.B.)
| | - Bruce Budowle
- Center for Human Identification, University of North Texas Health Science Center, Fort Worth, TX 76107, USA; (J.L.K.); (A.S.); (B.B.)
- Department of Microbiology, Immunology and Genetics, University of North Texas Health Science Center, Fort Worth, TX 76107, USA
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A Talip B, Snelling WJ, Sleator RD, Lowery C, Dooley JSG. A rapid and sensitive system for recovery of nucleic acids from Mycobacteria sp. on archived glass slides. BMC Microbiol 2018; 18:196. [PMID: 30477427 PMCID: PMC6260770 DOI: 10.1186/s12866-018-1335-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Accepted: 11/12/2018] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND The field of diagnostics continues to advance rapidly with a variety of novel approaches, mainly dependent upon high technology platforms. Nonetheless much diagnosis, particularly in developing countries, still relies upon traditional methods such as microscopy. Biological material, particularly nucleic acids, on archived glass slides is a potential source of useful information both for diagnostic and epidemiological purposes. There are significant challenges faced when examining archived samples in order that an adequate amount of amplifiable DNA can be obtained. Herein, we describe a model system to detect low numbers of bacterial cells isolated from glass slides using (laser capture microscopy) LCM coupled with PCR amplification of a suitable target. RESULTS Mycobacterium smegmatis was used as a model organism to provide a proof of principle for a method to recover bacteria from a stained sample on a glass slide using a laser capture system. Ziehl-Neelsen (ZN) stained cells were excised and catapulted into tubes. Recovered cells were subjected to DNA extraction and pre-amplified with multiple displacement amplification (MDA). This system allowed a minimum of 30 catapulted cells to be detected following a nested real-time PCR assay, using rpoB specific primers. The combination of MDA and nested real-time PCR resulted in a 30-fold increase in sensitivity for the detection of low numbers of cells isolated using LCM. CONCLUSIONS This study highlights the potential of LCM coupled with MDA as a tool to improve the recovery of amplifiable nucleic acids from archived glass slides. The inclusion of the MDA step was essential to enable downstream amplification. This platform should be broadly applicable to a variety of diagnostic applications and we have used it as a proof of principle with a Mycobacterium sp. model system.
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Affiliation(s)
- Balkis A Talip
- School of Biomedical Sciences, Faculty of Life and Health Sciences, Ulster University, Cromore Road, BT52 1SA, Coleraine, County Londonderry, Northern Ireland.,Faculty of Applied Sciences and Technology, Universiti Tun Hussein Onn Malaysia, 84000 Pagoh, Muar, Johor, Malaysia
| | - William J Snelling
- School of Biomedical Sciences, Faculty of Life and Health Sciences, Ulster University, Cromore Road, BT52 1SA, Coleraine, County Londonderry, Northern Ireland
| | - Roy D Sleator
- Department of Biological Sciences, Cork Institute of Technology, Bishopstown, Cork, Ireland
| | - Colm Lowery
- School of Biomedical Sciences, Faculty of Life and Health Sciences, Ulster University, Cromore Road, BT52 1SA, Coleraine, County Londonderry, Northern Ireland
| | - James S G Dooley
- School of Biomedical Sciences, Faculty of Life and Health Sciences, Ulster University, Cromore Road, BT52 1SA, Coleraine, County Londonderry, Northern Ireland.
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Lee JCI, Tsai LC, Lai PY, Lee CC, Lin CY, Huang TY, Linacre A, Hsieh HM. Evaluating the performance of whole genome amplification for use in low template DNA typing. MEDICINE, SCIENCE, AND THE LAW 2012; 52:223-228. [PMID: 22875794 DOI: 10.1258/msl.2012.011126] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
We report on the performance of two whole genome amplification methods, GenomiPhi™ amplification and modified-improved primer extension preamplification (mIPEP), when analysing low template DNA samples. Template as low as 10 pg treated with mIPEP generated more than 1 ng of DNA that could be used in STR typing. Initial templates of 100-10 pg, when treated with mIPEP, generated an increase in alleles compared with control samples. Partial profiles using the AmpFℓSTR(®) Identifiler™ Kit were produced from this suboptimal DNA template, with 70% of the possible alleles (21.7 ± 2.1 in 32 alleles) recorded, using the mIPEP amplified products with an initial template of 100 pg. Allelic imbalance decreased with samples treated with whole genome amplification method (WGA) compared with those without this initial treatment. Further methods for improvement were also analysed including altering the condition of electrokinetic injection, and the successful DNA typing rate was increased to about 80%. This report illustrates the potential use and limitations of WGA for low template samples.
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Affiliation(s)
- James Chun-I Lee
- Institute of Forensic Medicine, Ministry of Justice, New Taipei City, Taiwan
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Whole genome amplification of degraded and nondegraded DNA for forensic purposes. Int J Legal Med 2012; 127:309-19. [PMID: 22940764 PMCID: PMC3578730 DOI: 10.1007/s00414-012-0764-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2012] [Accepted: 08/14/2012] [Indexed: 11/06/2022]
Abstract
Degraded DNA is often analyzed in forensic genetics laboratories. Reliable analysis of degraded DNA is of great importance, since its results impact the quality and reliability of expert testimonies. Recently, a number of whole genome amplification (WGA) methods have been proposed as preamplification tools. They work on the premise of being able to generate microgram quantities of DNA from as little as the quantity of DNA from a single cell. We chose, investigated, and compared seven WGA methods to evaluate their ability to “recover” degraded and nondegraded DNA: degenerate oligonucleotide-primed PCR, primer extension preamplification PCR, GenomePlex™ WGA commercial kit (Sigma), multiple displacement amplification, GenomiPhi™ Amplification kit (Amersham Biosciences), restriction and circularization-aided rolling circle amplification, and blunt-end ligation-mediated WGA. The efficiency and reliability of those methods were analyzed and compared using SGMPlus, YFiler, mtDNA, and Y-chromosome SNP typing. The best results for nondegraded DNA were obtained with GenomiPhi and PEP methods. In the case of degraded DNA (200 bp), the best results were obtained with GenomePlex which successfully amplified also severely degraded DNA (100 bp), thus enabling correct typing of mtDNA and Y-SNP loci. WGA may be very useful in analysis of low copy number DNA or degraded DNA in forensic genetics, especially after introduction of some improvements (sample pooling and replicate DNA typing).
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Crouch DJM, Weale ME. Inferring separate parental admixture components in unknown DNA samples using autosomal SNPs. Eur J Hum Genet 2012; 20:1283-9. [PMID: 22739346 DOI: 10.1038/ejhg.2012.134] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
The identification of ancestral admixture proportions for human DNA samples has recently had success in forensic cases. Current methods infer admixture proportions for the target sample, but not for their parents, which provides an additional layer of information that may aid certain forensic investigations. We describe new maximum likelihood methods (LEAPFrOG and LEAPFrOG Expectation Maximisation), for inferring both an individual's admixture proportions and the admixture proportions possessed by the unobserved parents, with respect to two or more source populations, using single-nucleotide polymorphism data typed only in the target individual. This is achieved by examining the increase in heterozygosity in the offspring of parents who are from different populations or who represent different mixtures from a number of source populations. We validated the methods via simulation; combining chromosomes from different Hapmap Phase III population samples to emulate first-generation admixture. Performance was strong for individuals with mixed African/European (YRI/CEU) ancestry, but poor for mixed Japanese/Chinese (JPT/CHB) ancestry, reflecting the difficulty in distinguishing closely related source populations. A total of 11 African-American trios were used to compare the parental admixture inferred from their own genotypes against that inferred purely from their offspring genotypes. We examined the performance of 34 ancestry informative markers from a multiplex kit for ancestry inference. Simulations showed that estimates were unreliable when parents had similar admixture, suggesting more markers are needed. Our results demonstrate that ancestral backgrounds of case samples and their parents are obtainable to aid in forensic investigations, provided that high-throughput methods are adopted by the forensic community.
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Affiliation(s)
- Daniel J M Crouch
- Department of Medical and Molecular Genetics, King's College London, London, UK
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Evaluation of circular DNA substrates for whole genome amplification prior to forensic analysis. Forensic Sci Int Genet 2012; 6:185-90. [DOI: 10.1016/j.fsigen.2011.04.011] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2010] [Revised: 03/03/2011] [Accepted: 04/04/2011] [Indexed: 01/05/2023]
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Toothman MH, Kester KM, Champagne J, Cruz TD, Street WS, Brown BL. Characterization of human DNA in environmental samples. Forensic Sci Int 2008; 178:7-15. [DOI: 10.1016/j.forsciint.2008.01.016] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2007] [Revised: 01/10/2008] [Accepted: 01/27/2008] [Indexed: 11/26/2022]
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Affiliation(s)
- T A Brettell
- Office of Forensic Sciences, New Jersey State Police, New Jersey Forensic Science and Technology Complex, 1200 Negron Road, Horizon Center, Hamilton, New Jersey 08691, USA
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Sjöholm MI, Hoffmann G, Lindgren S, Dillner J, Carlson J. Comparison of Archival Plasma and Formalin-Fixed Paraffin-Embedded Tissue for Genotyping in Hepatocellular Carcinoma. Cancer Epidemiol Biomarkers Prev 2005. [DOI: 10.1158/1055-9965.251.14.1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Abstract
Biobanks containing formalin-fixed paraffin-embedded tissue, as well as frozen serum or plasma, are important resources for molecular epidemiologic studies. However, few studies have compared the reliability of formalin-fixed tissue samples and archival plasma samples for genotyping. We determined the genotype of four proposed genetic risk factors for hepatocellular carcinoma [hereditary hemochromatosis (HFE 63 and 282), α1-antitrypsin deficiency (AAT 342) and cystic fibrosis (CFTR 508)] on formalin-fixed tissue samples, stored for up to 25 years, from 318 patients diagnosed with hepatocellular carcinoma and on plasma or serum samples from 31 of these patients. The genotypes were analyzed by RFLP or allele-specific amplification as well as by TaqMan assays. In addition, genotyping was attempted after whole genome amplification by multiple displacement amplification (MDA). Genotyping was successful in 94% of the tissue samples and successful and identical to the tissue samples from the same subjects in 98% of the plasma/serum samples. DNA from plasma samples could be amplified >5,000-fold by MDA and genotyping after MDA gave identical results to the genotyping of the same subjects before whole genome amplification. MDA amplification of the tissue samples was not successful. In summary, archival plasma was found to be an adequate source of efficiently amplifiable DNA. MDA on plasma samples allows analysis of multiple genotypes in epidemiologic studies.
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Affiliation(s)
- Malin I.L. Sjöholm
- 1Clinical Chemistry, Departments of
- 2Medical Microbiology, and
- 4the Swedish National Biobanking Program, Lund University, Malmö University Hospital, Malmö, Sweden
| | | | | | - Joakim Dillner
- 2Medical Microbiology, and
- 4the Swedish National Biobanking Program, Lund University, Malmö University Hospital, Malmö, Sweden
| | - Joyce Carlson
- 1Clinical Chemistry, Departments of
- 4the Swedish National Biobanking Program, Lund University, Malmö University Hospital, Malmö, Sweden
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