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Tarone AM, Mann AE, Zhang Y, Zascavage RR, Mitchell EA, Morales E, Rusch TW, Allen MS. The devil is in the details: Variable impacts of season, BMI, sampling site temperature, and presence of insects on the post-mortem microbiome. Front Microbiol 2022; 13:1064904. [PMID: 36569070 PMCID: PMC9768039 DOI: 10.3389/fmicb.2022.1064904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Accepted: 11/14/2022] [Indexed: 12/12/2022] Open
Abstract
Background Post-mortem microbial communities are increasingly investigated as proxy evidence for a variety of factors of interest in forensic science. The reported predictive power of the microbial community to determine aspects of the individual's post-mortem history (e.g., the post-mortem interval) varies substantially among published research. This observed variation is partially driven by the local environment or the individual themselves. In the current study, we investigated the impact of BMI, sex, insect activity, season, repeat sampling, decomposition time, and temperature on the microbial community sampled from donated human remains in San Marcos, TX using a high-throughput gene-fragment metabarcoding approach. Materials and methods In the current study, we investigated the impact of BMI, sex, insect activity, season, repeat sampling, decomposition time, and temperature on the microbial community sampled from donated human remains in San Marcos, TX using a high-throughput gene-fragment metabarcoding approach. Results We found that season, temperature at the sampling site, BMI, and sex had a significant effect on the post-mortem microbiome, the presence of insects has a homogenizing influence on the total bacterial community, and that community consistency from repeat sampling decreases as the decomposition process progresses. Moreover, we demonstrate the importance of temperature at the site of sampling on the abundance of important diagnostic taxa. Conclusion The results of this study suggest that while the bacterial community or specific bacterial species may prove to be useful for forensic applications, a clearer understanding of the mechanisms underpinning microbial decomposition will greatly increase the utility of microbial evidence in forensic casework.
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Affiliation(s)
- Aaron M. Tarone
- Department of Entomology, Texas A&M University, College Station, TX, United States
| | - Allison E. Mann
- Department of Microbiology, Immunology, and Genetics, University of North Texas Health Science Center, Fort Worth, TX, United States,Department of Biological Sciences, Clemson University, Clemson, SC, United States
| | - Yan Zhang
- Department of Microbiology, Immunology, and Genetics, University of North Texas Health Science Center, Fort Worth, TX, United States
| | - Roxanne R. Zascavage
- Department of Microbiology, Immunology, and Genetics, University of North Texas Health Science Center, Fort Worth, TX, United States
| | - Elizabeth A. Mitchell
- Department of Microbiology, Immunology, and Genetics, University of North Texas Health Science Center, Fort Worth, TX, United States
| | - Edgar Morales
- Department of Microbiology, Immunology, and Genetics, University of North Texas Health Science Center, Fort Worth, TX, United States
| | - Travis W. Rusch
- Department of Entomology, Texas A&M University, College Station, TX, United States,Center for Grain and Animal Health Research, USDA Agricultural Research Service, Manhattan, KS, United States
| | - Michael S. Allen
- Department of Microbiology, Immunology, and Genetics, University of North Texas Health Science Center, Fort Worth, TX, United States,*Correspondence: Michael S. Allen,
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Hall CL, Kesharwani RK, Phillips NR, Planz JV, Sedlazeck FJ, Zascavage RR. Accurate profiling of forensic autosomal STRs using the Oxford Nanopore Technologies MinION device. Forensic Sci Int Genet 2021; 56:102629. [PMID: 34837788 DOI: 10.1016/j.fsigen.2021.102629] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 09/28/2021] [Accepted: 11/01/2021] [Indexed: 01/23/2023]
Abstract
The high variability characteristic of short tandem repeat (STR) markers is harnessed for human identification in forensic genetic analyses. Despite the power and reliability of current typing techniques, sequence-level information both within and around STRs are masked in the length-based profiles generated. Forensic STR typing using next generation sequencing (NGS) has therefore gained attention as an alternative to traditional capillary electrophoresis (CE) approaches. In this proof-of-principle study, we evaluate the forensic applicability of the newest and smallest NGS platform available - the Oxford Nanopore Technologies (ONT) MinION device. Although nanopore sequencing on the handheld MinION offers numerous advantages, including low startup cost and on-site sample processing, the relatively high error rate and lack of forensic-specific analysis software has prevented accurate profiling across STR panels in previous studies. Here we present STRspy, a streamlined method capable of producing length- and sequence-based STR allele designations from noisy, error-prone third generation sequencing reads. To assess the capabilities of STRspy, seven reference samples (female: n = 2; male: n = 5) were amplified at 15 and 30 PCR cycles using the Promega PowerSeq 46GY System and sequenced on the ONT MinION device in triplicate. Basecalled reads were then processed with STRspy using a custom database containing alleles reported in the STRSeq BioProject NIST 1036 dataset. Resultant STR allele designations and flanking region single nucleotide polymorphism (SNP) calls were compared to the manufacturer-validated genotypes for each sample. STRspy generated robust and reliable genotypes across all autosomal STR loci amplified with 30 PCR cycles, achieving 100% concordance based on both length and sequence. Furthermore, we were able to identify flanking region SNPs in the 15-cycle dataset with > 90% accuracy. These results demonstrate that when analyzed with STRspy ONT reads can reveal additional variation in and around STR loci depending on read coverage. As the first and only third generation sequencing platform-specific method to successfully profile the entire panel of autosomal STRs amplified by a commercially available multiplex, STRspy significantly increases the feasibility of nanopore sequencing in forensic applications.
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Affiliation(s)
- Courtney L Hall
- Department of Microbiology, Immunology & Genetics, University of North Texas Health Science Center, 3400 Camp Bowie Blvd, Fort Worth, TX 76107, USA.
| | - Rupesh K Kesharwani
- Human Genome Sequencing Center, Baylor College of Medicine, One Baylor Plaza, Houston TX 77030, USA
| | - Nicole R Phillips
- Department of Microbiology, Immunology & Genetics, University of North Texas Health Science Center, 3400 Camp Bowie Blvd, Fort Worth, TX 76107, USA
| | - John V Planz
- Department of Microbiology, Immunology & Genetics, University of North Texas Health Science Center, 3400 Camp Bowie Blvd, Fort Worth, TX 76107, USA
| | - Fritz J Sedlazeck
- Human Genome Sequencing Center, Baylor College of Medicine, One Baylor Plaza, Houston TX 77030, USA
| | - Roxanne R Zascavage
- Department of Microbiology, Immunology & Genetics, University of North Texas Health Science Center, 3400 Camp Bowie Blvd, Fort Worth, TX 76107, USA; Department of Criminology and Criminal Justice, University of Texas at Arlington, 701 S Nedderman Dr, Arlington, TX 76109, USA
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Zascavage RR, Hall CL, Thorson K, Mahmoud M, Sedlazeck FJ, Planz JV. Approaches to Whole Mitochondrial Genome Sequencing on the Oxford Nanopore MinION. ACTA ACUST UNITED AC 2020; 104:e94. [PMID: 31743587 DOI: 10.1002/cphg.94] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Traditional approaches for interrogating the mitochondrial genome often involve laborious extraction and enrichment protocols followed by Sanger sequencing. Although preparation techniques are still demanding, the advent of next-generation or massively parallel sequencing has made it possible to routinely obtain nucleotide-level data with relative ease. These short-read sequencing platforms offer deep coverage with unparalleled read accuracy in high-complexity genomic regions but encounter numerous difficulties in the low-complexity homopolymeric sequences characteristic of the mitochondrial genome. The inability to discern identical units within monomeric repeats and resolve copy-number variations for heteroplasmy detection results in suboptimal genome assemblies that ultimately complicate downstream data analysis and interpretation of biological significance. Oxford Nanopore Technologies offers the ability to generate long-read sequencing data on a pocket-sized device known as the MinION. Nanopore-based sequencing is scalable, portable, and theoretically capable of sequencing the entire mitochondrial genome in a single contig. Furthermore, the recent development of a nanopore protein with dual reader heads allows for clear identification of nucleotides within homopolymeric stretches, significantly increasing resolution throughout these regions. The unrestricted read lengths, superior homopolymeric resolution, and affordability of the MinION device make it an attractive alternative to the labor-intensive, time-consuming, and costly mainstay deep-sequencing platforms. This article describes three approaches to extract, prepare, and sequence mitochondrial DNA on the Oxford Nanopore MinION device. Two of the workflows include enrichment of mitochondrial DNA prior to sequencing, whereas the other relies on direct sequencing of native genomic DNA to allow for simultaneous assessment of the nuclear and mitochondrial genomes. © 2019 by John Wiley & Sons, Inc. Basic Protocol: Enrichment-free mitochondrial DNA sequencing Alternate Protocol 1: Mitochondrial DNA sequencing following enrichment with polymerase chain reaction (PCR) Alternate Protocol 2: Mitochondrial DNA sequencing following enrichment with PCR-free hybridization capture Support Protocol 1: DNA quantification and quality assessment using the Agilent 4200 TapeStation System Support Protocol 2: AMPure XP bead clean-up Support Protocol 3: Suggested data analysis pipeline.
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Affiliation(s)
- Roxanne R Zascavage
- Department of Criminology and Criminal Justice, University of Texas at Arlington, Arlington, Texas.,Department of Microbiology, Immunology and Genetics, University of North Texas Health Science Center, Fort Worth, Texas
| | - Courtney L Hall
- Department of Microbiology, Immunology and Genetics, University of North Texas Health Science Center, Fort Worth, Texas
| | | | - Medhat Mahmoud
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas
| | - Fritz J Sedlazeck
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas
| | - John V Planz
- Department of Microbiology, Immunology and Genetics, University of North Texas Health Science Center, Fort Worth, Texas
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Hall CL, Zascavage RR, Sedlazeck FJ, Planz JV. Potential applications of nanopore sequencing for forensic analysis. Forensic Sci Rev 2020; 32:23-54. [PMID: 32007927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Advancements in DNA sequencing technologies are occurring at a rapid rate. Various platforms have proven useful in all aspects of health and science research, from molecular diagnostics in cancer research to spore identification in bioterrorism. In the field of forensics, one particular single-molecule sequencing platform shows promise for becoming a viable solution for small to midsize forensic laboratories. Oxford Nanopore Technologies (ONT) has developed a portable, nanopore-based sequencing instrument that has already been utilized for on-site identification of Zika and Ebola viruses, full genome sequencing, evaluation of DNA and RNA base modifications, and enrichment-free mitochondrial DNA analysis. The rapid development of this technology creates possibilities relevant to standard DNA sequencing, direct analysis of forensic samples, including blood, semen, and buccal swabs, mitochondrial DNA analysis, SNP and STR analysis, familial identification, and microbial identification for bioterrorism and geolocation. The small size of the platform, its low cost, and its requirement of only basic laboratory equipment makes this platform well suited for small laboratories wishing to begin developing expertise in sequence-based forensic analyses. Herein, we outline recent developments and applications of nanopore sequencing technologies and their potential application in forensic analysis. We address current and potential techniques in mitochondrial DNA analysis, SNP and STR typing, and microbial identification. Additionally, we discuss recent developments in library preparation and data analysis tool further streamlining the sequencing process that integrate workflows in laboratories or in remote field scenarios.
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Affiliation(s)
- C L Hall
- Department of Microbiology, Immunology and Genetics, University of North Texas Health Science Centre, Fort Worth, Texas, United States of America
| | - R R Zascavage
- Department of Criminology and Criminal Justice, University of Texas at Arlington, Texas, United States of America
| | - F J Sedlazeck
- Human Genome Sequencing Centre, Baylor College of Medicine, United States of America
| | - J V Planz
- Department of Microbiology, Immunology and Genetics, University of North Texas Health Science Centre, Fort Worth, Texas, United States of America
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Abstract
Oxidative phosphorylation (OXPHOS) is the primary energy generating system in eukaryotic organisms. The complexes within the OXPHOS pathway are of mixed genomic origin. Although most subunit-coding genes are located within the nuclear genome, several genes are coded for in the mitochondrial genome. There is strong evidence to support coadaptation between the two genomes in these OXPHOS gene regions in order to create tight protein interactions necessary for a functional energetics system. In this study, we begin to assess the physiological impact of separating coevolved protein motifs that make up the highly conserved energy production pathway, as we hypothesize that divergent matings will significantly diminish the protein interactions and therefore hinder efficient OXPHOS activity We measured mitochondrial activity in high energy-demanding tissues from six strains of Mus musculus with varying degrees of mixed ancestral background. Mice with divergent mitochondrial and nuclear backgrounds consistently yielded lower mitochondrial activity. Bioinformatic analysis of common single nucleotide variants across the nuclear and mitochondrial genomes failed to identify any non-synonymous variants that could account for the energetic differences, suggesting that interpopulational mating between ancestrally distinct groups influences energy production efficiency.
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Affiliation(s)
- Roxanne R Zascavage
- Department of Microbiology, Immunology and Genetics, Graduate School of Biomedical Sciences, University of North Texas Health Science Center, Fort Worth, TX, United States.,Department of Criminology and Criminal Justice, University of Texas at Arlington, Arlington, TX, United States
| | - John V Planz
- Department of Microbiology, Immunology and Genetics, Graduate School of Biomedical Sciences, University of North Texas Health Science Center, Fort Worth, TX, United States
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Zascavage RR, Thorson K, Planz JV. Nanopore sequencing: An enrichment-free alternative to mitochondrial DNA sequencing. Electrophoresis 2018; 40:272-280. [PMID: 30511783 PMCID: PMC6590251 DOI: 10.1002/elps.201800083] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2018] [Revised: 10/25/2018] [Accepted: 11/03/2018] [Indexed: 12/31/2022]
Abstract
Mitochondrial DNA sequence data are often utilized in disease studies, conservation genetics and forensic identification. The current approaches for sequencing the full mtGenome typically require several rounds of PCR enrichment during Sanger or MPS protocols followed by fairly tedious assembly and analysis. Here we describe an efficient approach to sequencing directly from genomic DNA samples without prior enrichment or extensive library preparation steps. A comparison is made between libraries sequenced directly from native DNA and the same samples sequenced from libraries generated with nine overlapping mtDNA amplicons on the Oxford Nanopore MinION™ device. The native and amplicon library preparation methods and alternative base calling strategies were assessed to establish error rates and identify trends of discordance between the two library preparation approaches. For the complete mtGenome, 16 569 nucleotides, an overall error rate of approximately 1.00% was observed. As expected with mtDNA, the majority of error was detected in homopolymeric regions. The use of a modified basecaller that corrects for ambiguous signal in homopolymeric stretches reduced the error rate for both library preparation methods to approximately 0.30%. Our study indicates that direct mtDNA sequencing from native DNA on the MinION™ device provides comparable results to those obtained from common mtDNA sequencing methods and is a reliable alternative to approaches using PCR‐enriched libraries.
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Affiliation(s)
- Roxanne R Zascavage
- Department of Microbiology, Immunology and Genetics, University of North Texas Health Science Center, Fort Worth, TX, USA.,Department of Criminology and Criminal Justice, University of Texas at Arlington, Arlington, TX, USA
| | - Kelcie Thorson
- Department of Microbiology, Immunology and Genetics, University of North Texas Health Science Center, Fort Worth, TX, USA.,Zoetis Inc., Parsippany, NJ, USA
| | - John V Planz
- Department of Microbiology, Immunology and Genetics, University of North Texas Health Science Center, Fort Worth, TX, USA
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Zascavage RR, Shewale SJ, Planz JV. Deep-Sequencing Technologies and Potential Applications in Forensic DNA Testing. Forensic Sci Rev 2013; 25:79-105. [PMID: 26226852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Development of second- and third-generation DNA sequencing technologies have enabled an increasing number of applications in different areas such as molecular diagnostics, gene therapy, monitoring food and pharmaceutical products, biosecurity, and forensics. These technologies are based on different biochemical principles such as monitoring released pyrophosphate upon incorporation of a base (pyrosequencing), fluorescence detection subsequent to reversible incorporation of a fluorescently labeled terminator base, ligation based approach wherein fluorescence of cleaved nucleotide after ligation is measured, measuring the proton released after incorporation of a base (semiconductor-based sequencing), monitoring incorporation of a nucleotide by measuring the fluorescence of the fluorophore attached to the phosphate chain of the nucleotide, and by detecting the altered charge in a protein nanopore due to released nucleotide by exonuclease cleavage of a DNA strand. Analysis of multiple DNA fragments in parallel increases the depth of coverage while decreasing labor, cost, and time, highlighting some major advantages of deep-sequencing technologies. DNA sequencing has been routinely used in the forensic laboratories for mitochondrial DNA analysis. Fragment analysis, however, is the preferred method for Short Tandem Repeat genotyping due to the cumbersome and costly nature of fi rst-generation DNA sequencing methodologies. Deep-sequencing technologies have brought a new perspective to forensic DNA analysis. Studies include STR analysis to reveal hidden variation in the repeat regions, mtDNA sequencing, Single Nucleotide Polymorphism analysis, mixture resolution, and body fluid identification. Recent publications reveal that attempts are being made to expand the capability.
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Affiliation(s)
- R R Zascavage
- Department of Forensic and Investigative Genetics, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - S J Shewale
- Department of Forensic and Investigative Genetics, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - J V Planz
- Department of Forensic and Investigative Genetics, University of North Texas Health Science Center, Fort Worth, TX, USA.
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