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Kumari P, Prakash P, Yadav S, Saran V. Microbiome analysis: An emerging forensic investigative tool. Forensic Sci Int 2022; 340:111462. [PMID: 36155349 DOI: 10.1016/j.forsciint.2022.111462] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 08/15/2022] [Accepted: 09/08/2022] [Indexed: 12/30/2022]
Abstract
Microbial diversity's potential has been investigated in medical and therapeutic studies throughout the last few decades. However, its usage in forensics is increasing due to its effectiveness in circumstances when traditional approaches fail to provide a decisive opinion or are insufficient in forming a concrete opinion. The application of human microbiome may serve in detecting the type of stains of saliva and vaginal fluid, as well as in attributing the stains to the individual. Similarly, the microbiome makeup of a soil sample may be utilised to establish geographic origin or to associate humans, animals, or things with a specific area, additionally microorganisms influence the decay process which may be used in depicting the Time Since death. Further in detecting the traces of the amount and concentration of alcohol, narcotics, and other forensically relevant compounds in human body or visceral tissues as they also affect the microbial community within human body. Beside these, there is much more scope of microbiomes to be explored in terms of forensic investigation, this review focuses on multidimensional approaches to human microbiomes from a forensic standpoint, implying the potential of microbiomes as an emerging tool for forensic investigations such as individual variability via skin microbiomes, reconstructing crime scene, and linking evidence to individual.
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Affiliation(s)
- Pallavi Kumari
- Department of Forensic Science, Sam Higginbottom University of Agriculture, Technology and Sciences, Prayagraj, India.
| | - Poonam Prakash
- Department of Forensic Science, Sam Higginbottom University of Agriculture, Technology and Sciences, Prayagraj, India
| | - Shubham Yadav
- Department of Forensic Science, Sam Higginbottom University of Agriculture, Technology and Sciences, Prayagraj, India
| | - Vaibhav Saran
- Department of Forensic Science, Sam Higginbottom University of Agriculture, Technology and Sciences, Prayagraj, India
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Bolarín JM, Pérez-Cárceles M, Luna A, Minguela A, Muro M, Legaz I. Killer cell immunoglobulin-like receptors (KIR) genes can be an adequate tool in forensic anthropological studies: evaluation in a wide Caucasian Spanish population. AUST J FORENSIC SCI 2021. [DOI: 10.1080/00450618.2021.1930156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- J. M. Bolarín
- Department of Legal and Forensic Medicine, Biomedical Research Institute (IMIB), Regional Campus of International Excellence “Campus Mare Nostrum”, Faculty of Medicine, University of Murcia, Murcia, Spain
| | - M.D. Pérez-Cárceles
- Department of Legal and Forensic Medicine, Biomedical Research Institute (IMIB), Regional Campus of International Excellence “Campus Mare Nostrum”, Faculty of Medicine, University of Murcia, Murcia, Spain
| | - A. Luna
- Department of Legal and Forensic Medicine, Biomedical Research Institute (IMIB), Regional Campus of International Excellence “Campus Mare Nostrum”, Faculty of Medicine, University of Murcia, Murcia, Spain
| | - A. Minguela
- Immunology Service, Instituto Murciano de investigación biosanitaria (IMIB) and Centro de Investigación Biomédica en Red de enfermedades hepáticas y digestivas (CIBERehd), Hospital Clínico Universitario Virgen de la Arrixaca (HCUVA), Murcia, Spain
| | - M. Muro
- Immunology Service, Instituto Murciano de investigación biosanitaria (IMIB) and Centro de Investigación Biomédica en Red de enfermedades hepáticas y digestivas (CIBERehd), Hospital Clínico Universitario Virgen de la Arrixaca (HCUVA), Murcia, Spain
| | - I. Legaz
- Department of Legal and Forensic Medicine, Biomedical Research Institute (IMIB), Regional Campus of International Excellence “Campus Mare Nostrum”, Faculty of Medicine, University of Murcia, Murcia, Spain
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Whole-genome sequencing of Neisseria gonorrhoeae in a forensic transmission case. Forensic Sci Int Genet 2019; 42:141-146. [PMID: 31319352 DOI: 10.1016/j.fsigen.2019.07.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Revised: 07/02/2019] [Accepted: 07/02/2019] [Indexed: 11/21/2022]
Abstract
Molecular epidemiology and phylogenetic analyses are frequently used in the investigation of viral transmission cases in forensic contexts. Here, we present the methods and results of the analysis of a bacterial transmission episode in an alleged child abuse case using complete genome sequences obtained by high-throughput sequencing (HTS) methods. We obtained genomes of Neisseria gonorrhoeae from the victim, the suspect, and 29 unrelated controls. The analysis of the genomes revealed that the victim and suspect isolates had identical sequences in both the bacterial chromosome and the single plasmid present in them. One of the local controls was very similar (differing in only 2 SNPs) to the case sequences, but the remaining controls were very divergent. Additional cases of identity and very high similarity among controls were observed occasionally, pointing at recent transmission cases. These results were more discriminative than the previous molecular epidemiology analyses performed at the hospital's Microbiology Service, as Multi-Locus Sequence Typing (MLST) could not distinguish between the suspect/victim and the controls isolates, and Pulse Field Gel Electrophoresis (PFGE) was not able to distinguish between the suspect/victim and one of the local controls. These results lead us to conclude that complete bacterial genome sequences obtained with HTS technologies may be a valuable tool for establishing recent transmission cases and, although more studies are needed, they have a great potential for being used in forensic analyses.
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Oliveira M, Amorim A. Microbial forensics: new breakthroughs and future prospects. Appl Microbiol Biotechnol 2018; 102:10377-10391. [PMID: 30302518 PMCID: PMC7080133 DOI: 10.1007/s00253-018-9414-6] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Revised: 09/14/2018] [Accepted: 09/16/2018] [Indexed: 12/17/2022]
Abstract
Recent advances in genetic data generation, through massive parallel sequencing (MPS), storage and analysis have fostered significant progresses in microbial forensics (or forensic microbiology). Initial applications in circumstances of biocrime, bioterrorism and epidemiology are now accompanied by the prospect of using microorganisms (i) as ancillary evidence in criminal cases; (ii) to clarify causes of death (e.g., drownings, toxicology, hospital-acquired infections, sudden infant death and shaken baby syndromes); (iii) to assist human identification (skin, hair and body fluid microbiomes); (iv) for geolocation (soil microbiome); and (v) to estimate postmortem interval (thanatomicrobiome and epinecrotic microbial community). When compared with classical microbiological methods, MPS offers a diverse range of advantages and alternative possibilities. However, prior to its implementation in the forensic context, critical efforts concerning the elaboration of standards and guidelines consolidated by the creation of robust and comprehensive reference databases must be undertaken.
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Affiliation(s)
- Manuela Oliveira
- i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, 4200-135, Porto, Portugal. .,Ipatimup - Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Rua Júlio Amaral de Carvalho,45, 4200-135, Porto, Portugal. .,Departamento de Biologia, Faculdade de Ciências, Universidade do Porto, 4200-135, Porto, Portugal.
| | - António Amorim
- i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, 4200-135, Porto, Portugal.,Ipatimup - Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Rua Júlio Amaral de Carvalho,45, 4200-135, Porto, Portugal.,Departamento de Biologia, Faculdade de Ciências, Universidade do Porto, 4200-135, Porto, Portugal
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Eom YB. Microbial Forensics: Bioterrorism and Biocrime. BIOMEDICAL SCIENCE LETTERS 2018; 24:55-63. [DOI: 10.15616/bsl.2018.24.2.55] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Revised: 03/16/2018] [Accepted: 05/29/2018] [Indexed: 09/01/2023]
Affiliation(s)
- Yong-Bin Eom
- Department of Biomedical Laboratory Science, College of Medical Sciences, Soonchunhyang University, Asan, Chungnam 31538, Korea
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Bokhari H. Exploitation of microbial forensics and nanotechnology for the monitoring of emerging pathogens. Crit Rev Microbiol 2018. [PMID: 29513060 DOI: 10.1080/1040841x.2018.1444013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Emerging infectious diseases remain among the leading causes of global mortality. Traditional laboratory diagnostic approaches designed to detect and track infectious disease agents provide a framework for surveillance of bio threats. However, surveillance and outbreak investigations using such time-consuming approaches for early detection of pathogens remain the major pitfall. Hence, reasonable real-time surveillance systems to anticipate threats to public health and environment are critical for identifying specific aetiologies and preventing the global spread of infectious disease. The current review discusses the growing need for monitoring and surveillance of pathogens with the same zeal and approach as adopted by microbial forensics laboratories, and further strengthening it by integrating with the innovative nanotechnology for rapid detection of microbial pathogens. Such innovative diagnostics platforms will help to track pathogens from high risk areas and environment by pre-emptive approach that will minimize damages. The various scenarios with the examples are discussed where the high risk associated human pathogens in particular were successfully detected using various nanotechnology approaches with potential future prospects in the field of microbial forensics.
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Affiliation(s)
- Habib Bokhari
- a Microbiology & Public Health Lab, Department of Biosciences , COMSATS Institute of Information Technology , Islamabad , Pakistan
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Arenas M, Pereira F, Oliveira M, Pinto N, Lopes AM, Gomes V, Carracedo A, Amorim A. Forensic genetics and genomics: Much more than just a human affair. PLoS Genet 2017; 13:e1006960. [PMID: 28934201 PMCID: PMC5608170 DOI: 10.1371/journal.pgen.1006960] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
While traditional forensic genetics has been oriented towards using human DNA in criminal investigation and civil court cases, it currently presents a much wider application range, including not only legal situations sensu stricto but also and, increasingly often, to preemptively avoid judicial processes. Despite some difficulties, current forensic genetics is progressively incorporating the analysis of nonhuman genetic material to a greater extent. The analysis of this material-including other animal species, plants, or microorganisms-is now broadly used, providing ancillary evidence in criminalistics in cases such as animal attacks, trafficking of species, bioterrorism and biocrimes, and identification of fraudulent food composition, among many others. Here, we explore how nonhuman forensic genetics is being revolutionized by the increasing variety of genetic markers, the establishment of faster, less error-burdened and cheaper sequencing technologies, and the emergence and improvement of models, methods, and bioinformatics facilities.
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Affiliation(s)
- Miguel Arenas
- Department of Biochemistry, Genetics and Immunology, University of Vigo, Vigo, Spain
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal
- Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal
| | - Filipe Pereira
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal
- Interdisciplinary Centre of Marine and Environmental Research (CIIMAR), University of Porto, Porto, Portugal
| | - Manuela Oliveira
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal
- Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal
- Faculty of Sciences, University of Porto, Porto, Portugal
| | - Nadia Pinto
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal
- Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal
- Centre of Mathematics of the University of Porto, Porto, Portugal
| | - Alexandra M. Lopes
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal
- Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal
| | - Veronica Gomes
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal
- Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal
| | - Angel Carracedo
- Institute of Forensic Sciences Luis Concheiro, University of Santiago de Compostela, Santiago de Compostela, Spain
- Genomics Medicine Group, CIBERER, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Antonio Amorim
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal
- Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal
- Faculty of Sciences, University of Porto, Porto, Portugal
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Plamboeck AH, Stöven S, Duarte Davidson R, Fykse EM, Griffiths M, Nieuwenhuizen M, Rivier C, van der Schans M. Laboratory analysis of CBRN-substances: Stakeholder networks as clue to higher CBRN resilience in Europe. Trends Analyt Chem 2016. [DOI: 10.1016/j.trac.2016.03.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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James M, Melcher U, Fletcher J. Evaluating the impacts of stressors of Pseudomonas syringae pathovar tomato on the effectiveness of multi-locus variable number tandem repeat analysis and multi-locus sequence typing in microbial forensic investigations. INVESTIGATIVE GENETICS 2014; 5:10. [PMID: 25132953 PMCID: PMC4133955 DOI: 10.1186/2041-2223-5-10] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/23/2014] [Accepted: 07/14/2014] [Indexed: 12/02/2022]
Abstract
BACKGROUND Crops in the USA are vulnerable to natural and criminal threats because of their widespread cultivation and lack of surveillance, and because of implementation of growing practices such as monoculture. To prepare for investigation and attribution of such events, forensic assays, including determination of molecular profiles, are being adapted for use with plant pathogens. The use of multi-locus variable number tandem repeat (VNTR) analysis (MLVA) and multi-locus sequence typing (MLST) in investigations involving plant pathogens may be problematic because the long lag periods between pathogen introduction and discovery of associated disease may provide enough time for evolution to occur in the regions of the genome employed in each assay. Thus, more information on the stability of the loci employed in these methods is needed. RESULTS The MLVA fingerprints and MLST profiles were consistent throughout the experiment, indicating that, using a specific set of primers and conditions, MLVA and MLST typing systems reliably identify P.s. tomato DC3000. This information is essential to forensic investigators in interpreting comparisons between MLVA and MLST typing profiles observed in P.s. tomato isolates. CONCLUSIONS Our results indicate that MLVA and MLST typing systems, utilizing the specified primers and conditions, could be employed successfully in forensics investigations involving P.s. tomato. Similar experiments should be conducted in the field and with other high-consequence plant pathogens to ensure that the assays are reliable for pathogens infecting plants in their natural environment and for organisms that may display faster rates of mutation.
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Affiliation(s)
- Mindy James
- Department of Entomology and Plant Pathology, Oklahoma State University, Stillwater 74078, OK, USA
| | - Ulrich Melcher
- Department of Biochemistry and Molecular Biology, Oklahoma State University, Stillwater 74078, OK, USA
| | - Jacqueline Fletcher
- Department of Entomology and Plant Pathology, Oklahoma State University, Stillwater 74078, OK, USA
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Designing an effective microbial forensics program for law enforcement and national security purposes. Arch Immunol Ther Exp (Warsz) 2014; 62:179-85. [PMID: 24781710 DOI: 10.1007/s00005-014-0289-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2014] [Accepted: 04/08/2014] [Indexed: 10/25/2022]
Abstract
Forensic capabilities that provide lead information, and investigative, intelligence, prosecution and policy decision support can be invaluable for responding to and resolving bioterrorism events. Attributing biological attacks through scientific and other resources and processes is an important goal, for which science can be instrumental. Some even believe that having effective microbial forensics capabilities along with others can even deter adversaries from using biological weapons. For those nations that do not have such or wish to integrate or upgrade capabilities, thoughtful analysis and consideration of certain design principles will increase the likelihood that success will be attained.
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Jakupciak JP, Wells JM, Karalus RJ, Pawlowski DR, Lin JS, Feldman AB. Population-Sequencing as a Biomarker of Burkholderia mallei and Burkholderia pseudomallei Evolution through Microbial Forensic Analysis. J Nucleic Acids 2013; 2013:801505. [PMID: 24455204 PMCID: PMC3877622 DOI: 10.1155/2013/801505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2013] [Revised: 10/01/2013] [Accepted: 10/02/2013] [Indexed: 11/18/2022] Open
Abstract
Large-scale genomics projects are identifying biomarkers to detect human disease. B. pseudomallei and B. mallei are two closely related select agents that cause melioidosis and glanders. Accurate characterization of metagenomic samples is dependent on accurate measurements of genetic variation between isolates with resolution down to strain level. Often single biomarker sensitivity is augmented by use of multiple or panels of biomarkers. In parallel with single biomarker validation, advances in DNA sequencing enable analysis of entire genomes in a single run: population-sequencing. Potentially, direct sequencing could be used to analyze an entire genome to serve as the biomarker for genome identification. However, genome variation and population diversity complicate use of direct sequencing, as well as differences caused by sample preparation protocols including sequencing artifacts and mistakes. As part of a Department of Homeland Security program in bacterial forensics, we examined how to implement whole genome sequencing (WGS) analysis as a judicially defensible forensic method for attributing microbial sample relatedness; and also to determine the strengths and limitations of whole genome sequence analysis in a forensics context. Herein, we demonstrate use of sequencing to provide genetic characterization of populations: direct sequencing of populations.
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Affiliation(s)
| | | | | | | | - Jeffrey S. Lin
- The Johns Hopkins University, Applied Physics Laboratory, 11100 Johns Hopkins Road, Laurel, MD 20723, USA
| | - Andrew B. Feldman
- The Johns Hopkins University, Applied Physics Laboratory, 11100 Johns Hopkins Road, Laurel, MD 20723, USA
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Abstract
The challenge for first responders, physicians in the emergency room, public health personnel, as well as for food manufacturers, distributors and retailers is accurate and reliable identification of pathogenic agents and their corresponding diseases. This is the weakest point in biological agent detection capability today. There is intense research for new molecular detection technologies that could be used for very accurate detection of pathogens that would be a concern to first responders. These include the need for sensors for multiple applications as varied as understanding the ecology of pathogenic micro-organisms, forensics, environmental sampling for detect-to-treat applications, biological sensors for 'detect to warn' in infrastructure protection, responses to reports of 'suspicious powders', and customs and borders enforcement, to cite a few examples. The benefits of accurate detection include saving millions of dollars annually by reducing disruption of the workforce and the national economy and improving delivery of correct countermeasures to those who are most in need of the information to provide protective and/or response measures.
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Affiliation(s)
- John P Jakupciak
- CosmosID, 5010 River Hill Road, Bethesda, MD 20816, USA, University of Maryland Institute for Advanced Computer Studies, University of Maryland, College Park, MD 20742, USA
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Wilson MR, Weaver SC, Winegar RA. Legal, technical, and interpretational considerations in the forensic analysis of viruses. J Forensic Sci 2013; 58:344-57. [PMID: 23406474 DOI: 10.1111/1556-4029.12065] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2011] [Revised: 02/13/2012] [Accepted: 03/10/2012] [Indexed: 11/27/2022]
Abstract
The forensic evaluation of viruses presents new challenges to the forensic science community. Although many criminal cases have been adjudicated involving the deliberate transmission of viruses, especially HIV, this review provides a general approach to viral forensics, especially in light of significant biodefense challenges. Newly emerging techniques of nucleic acid sequencing are discussed in a forensic context. Human mitochondrial DNA analysis, wherein mixed profiles are routinely assessed in a forensic context, provides the groundwork for an interpretational approach to the issue of mixed DNA sequences. The importance of phylogenetic classification is discussed as both providing an integrated graphical depiction of the structure of viral nucleic acid variation as well as offering a tool that can be used to assess the relatedness of complex populations of nucleic acids.
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Affiliation(s)
- Mark R Wilson
- Forensic Science Program, Western Carolina University, 325 Natural Science Bldg, Cullowhee, NC, 28723
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Rogers SM, Payton M, Allen RW, Melcher U, Carver J, Fletcher J. Method: a single nucleotide polymorphism genotyping method for Wheat streak mosaic virus. INVESTIGATIVE GENETICS 2012; 3:10. [PMID: 22594601 PMCID: PMC3488013 DOI: 10.1186/2041-2223-3-10] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/08/2012] [Accepted: 05/17/2012] [Indexed: 11/10/2022]
Abstract
BACKGROUND The September 11, 2001 attacks on the World Trade Center and the Pentagon increased the concern about the potential for terrorist attacks on many vulnerable sectors of the US, including agriculture. The concentrated nature of crops, easily obtainable biological agents, and highly detrimental impacts make agroterrorism a potential threat. Although procedures for an effective criminal investigation and attribution following such an attack are available, important enhancements are still needed, one of which is the capability for fine discrimination among pathogen strains. The purpose of this study was to develop a molecular typing assay for use in a forensic investigation, using Wheat streak mosaic virus (WSMV) as a model plant virus. METHOD This genotyping technique utilizes single base primer extension to generate a genetic fingerprint. Fifteen single nucleotide polymorphisms (SNPs) within the coat protein and helper component-protease genes were selected as the genetic markers for this assay. Assay optimization and sensitivity testing was conducted using synthetic targets. WSMV strains and field isolates were collected from regions around the world and used to evaluate the assay for discrimination. The assay specificity was tested against a panel of near-neighbors consisting of genetic and environmental near-neighbors. RESULT Each WSMV strain or field isolate tested produced a unique SNP fingerprint, with the exception of three isolates collected within the same geographic location that produced indistinguishable fingerprints. The results were consistent among replicates, demonstrating the reproducibility of the assay. No SNP fingerprints were generated from organisms included in the near-neighbor panel, suggesting the assay is specific for WSMV. Using synthetic targets, a complete profile could be generated from as low as 7.15 fmoles of cDNA. CONCLUSION The molecular typing method presented is one tool that could be incorporated into the forensic science tool box after a thorough validation study. This method incorporates molecular biology techniques that are already well established in research and diagnostic laboratories, allowing for an easy introduction of this method into existing laboratories. KEYWORDS single nucleotide polymorphisms, genotyping, plant pathology, viruses, microbial forensics, Single base primer extension, SNaPshot Multiplex Kit.
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Affiliation(s)
- Stephanie M Rogers
- Department of Entomology and Plant Pathology, Oklahoma State University, Stillwater, OK 74078, USA
| | - Mark Payton
- Department of Statistics, Oklahoma State University, Stillwater, OK, 74078, USA
| | - Robert W Allen
- Department of Forensic Sciences, Oklahoma State University Center for Health Sciences, Tulsa, OK, 74107, USA
| | - Ulrich Melcher
- Department of Biochemistry and Molecular Biology, Oklahoma State University, Stillwater, OK, 74078, USA
| | - Jesse Carver
- Department of Forensic Sciences, Oklahoma State University Center for Health Sciences, Tulsa, OK, 74107, USA
| | - Jacqueline Fletcher
- Department of Entomology and Plant Pathology, Oklahoma State University, Stillwater, OK 74078, USA
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Cliff JB, Kreuzer HW, Ehrhardt CJ, Wunschel DS. The Microbe: The Basics of Structure, Morphology, and Physiology as They Relate to Microbial Characterization and Attribution. CHEMICAL AND PHYSICAL SIGNATURES FOR MICROBIAL FORENSICS 2012. [PMCID: PMC7123343 DOI: 10.1007/978-1-60327-219-3_2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
This chapter is meant to (1) review classical methods used to characterize and classify microbes and (2) introduce new molecular methods used in microbial characterization. The fundamental composition of microbes is discussed as well as their importance in classification of microbes into genus and species. Classical microbiological methods in general seek to define the common features of specific bacterial groups as a means of classification and identification of microbes. Thus, the focus was to describe the common features which discriminated closely related groups of organisms. In contrast, the newer molecular methods often seek to expand the classification of microbes not only as a means to organize microbial phylogeny but also to differentiate signatures between microbes identified within a species in greater detail. Molecular biology tools are used both as an adjunct to established methods and as replacement for classical methods for detection, discrimination, or identification of bacterial and viral species.
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Affiliation(s)
- John B. Cliff
- Centre for Microscopy, Characterisation and Analysis, The University of Western Australia, Crawley, 6009 West Australia Australia
| | - Helen W. Kreuzer
- Chemical and Biological Signature Scienc, Pacific Northwest National Laboratory, PO Box 999, MS P7-50, Richland, 99352 Washington USA
| | - Christopher J. Ehrhardt
- Department of Forensic Science, Virginia Commonwealth University, 1020 W. Main Street, Richmond, 23284 Virginia USA
| | - David S. Wunschel
- Chemical and Biological Signature Scienc, Pacific Northwest National Laboratory, PO Box 999, MS P7-50, Richland, 99352 Washington USA
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Bacillus anthracis comparative genome analysis in support of the Amerithrax investigation. Proc Natl Acad Sci U S A 2011; 108:5027-32. [PMID: 21383169 DOI: 10.1073/pnas.1016657108] [Citation(s) in RCA: 105] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Before the anthrax letter attacks of 2001, the developing field of microbial forensics relied on microbial genotyping schemes based on a small portion of a genome sequence. Amerithrax, the investigation into the anthrax letter attacks, applied high-resolution whole-genome sequencing and comparative genomics to identify key genetic features of the letters' Bacillus anthracis Ames strain. During systematic microbiological analysis of the spore material from the letters, we identified a number of morphological variants based on phenotypic characteristics and the ability to sporulate. The genomes of these morphological variants were sequenced and compared with that of the B. anthracis Ames ancestor, the progenitor of all B. anthracis Ames strains. Through comparative genomics, we identified four distinct loci with verifiable genetic mutations. Three of the four mutations could be directly linked to sporulation pathways in B. anthracis and more specifically to the regulation of the phosphorylation state of Spo0F, a key regulatory protein in the initiation of the sporulation cascade, thus linking phenotype to genotype. None of these variant genotypes were identified in single-colony environmental B. anthracis Ames isolates associated with the investigation. These genotypes were identified only in B. anthracis morphotypes isolated from the letters, indicating that the variants were not prevalent in the environment, not even the environments associated with the investigation. This study demonstrates the forensic value of systematic microbiological analysis combined with whole-genome sequencing and comparative genomics.
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Casadevall A, Imperiale MJ. Destruction of microbial collections in response to select agent and toxin list regulations. Biosecur Bioterror 2010; 8:151-4. [PMID: 20569056 DOI: 10.1089/bsp.2010.0012] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
In this study we have followed up on anecdotal and hearsay evidence that microbial collections were destroyed in the United States following the imposition of the regulations associated with the Select Agents and Toxins List, to validate or refute that information. Using a questionnaire, we documented 13 episodes of microbial collection destruction involving viral, bacterial, and fungal strains, which we believe is almost certainly an underestimate of the number of collections destroyed. In every case, the motivation for the destruction of the collection was a desire to avoid the perceived burdens of the regulatory environment associated with operating under the Select Agent Regulations. Some institutions that destroyed isolates considered, and in some cases tried, transferring their collections to registered institutions prior to collection destruction but desisted when confronted with transport regulations. Destruction of microbial collections represents a loss of strains and biological diversity available for biomedical research and future mechanistic, forensic, and epidemiologic investigations. Given the rapid evolution of microbial strains, the destruction of archival collections is a potentially irretrievable loss that was an unintended consequence of regulations to protect society against the nefarious use of biological agents. Furthermore, unregistered institutions continue to destroy newly acquired clinical isolates, thus preventing the establishment of new repository collections. We recommend that government agencies develop plans to ensure that microbial collections are preserved when considering future additions to microbial threat lists under which the possession of certain microbes is criminalized.
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Affiliation(s)
- Arturo Casadevall
- Department of Medicine, Division of Infectious Diseases, Albert Einstein College of Medicine, Bronx, New York 10461, USA.
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Valdivia-Granda WA. Bioinformatics for biodefense: challenges and opportunities. Biosecur Bioterror 2010; 8:69-77. [PMID: 20230234 DOI: 10.1089/bsp.2009.0024] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
The intentional release of traditional or combinatorial bioweapons remains one of the most important challenges that will continue to shape homeland security. The misuse of dual-use and how-to methods and techniques in the fields of molecular, synthetic, and computational biology can lessen the technical barriers for launching attacks, even for small groups or individuals. Bioinformatics is guiding the implementation of several biodefense countermeasures. However, existing algorithms have not effectively translated available pathogen genomic data into standardized diagnostics, rational vaccine development, or broad spectrum therapeutics. Despite its potential, bioinformatics has a limited impact on forensic and intelligence operations. More than 12 biodefense databases and information exchange architectures lack interoperability and a common layer that restricts scalability and the development of biodefense enterprises. Therefore, in order to use next-generation genome sequencing for medical intelligence, forensic operations, biothreat awareness, and mitigation, the attention has to be redirected toward the development of computational biology applications. This article debates some of the challenges that the bioinformatics field confronts in terms of biodefense problems and proposes potential opportunities to use pathogen genomic data. Issues related to the analysis of pathogen genomes and emerging methods including genomic barcoding, active curation, and knowledge management and their impact on intelligence, forensics, and policymaking are discussed.
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19
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Extracting evidence from forensic DNA analyses: future molecular biology directions. Biotechniques 2009; 46:339-40, 342-50. [PMID: 19480629 DOI: 10.2144/000113136] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Molecular biology tools have enhanced the capability of the forensic scientist to characterize biological evidence to the point where it is feasible to analyze minute samples and achieve high levels of individualization. Even with the forensic DNA field's maturity, there still are a number of areas where improvements can be made. These include: enabling the typing of samples of limited quantity and quality; using genetic information and novel markers to provide investigative leads; enhancing automation with robotics, different chemistries, and better software tools; employing alternate platforms for typing DNA samples; developing integrated microfluidic/microfabrication devices to process DNA samples with higher throughput, faster turnaround times, lower risk of contamination, reduced labor, and less consumption of evidentiary samples; and exploiting high-throughput sequencing, particularly for attribution in microbial forensics cases. Knowledge gaps and new directions have been identified where molecular biology will likely guide the field of forensics. This review aims to provide a roadmap to guide those interested in contributing to the further development of forensic genetics.
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Jarman KH, Kreuzer-Martin HW, Wunschel DS, Valentine NB, Cliff JB, Petersen CE, Colburn HA, Wahl KL. Bayesian-integrated microbial forensics. Appl Environ Microbiol 2008; 74:3573-82. [PMID: 18390682 PMCID: PMC2423015 DOI: 10.1128/aem.02526-07] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2007] [Accepted: 03/23/2008] [Indexed: 11/20/2022] Open
Abstract
In the aftermath of the 2001 anthrax letters, researchers have been exploring ways to predict the production environment of unknown-source microorganisms. Culture medium, presence of agar, culturing temperature, and drying method are just some of the broad spectrum of characteristics an investigator might like to infer. The effects of many of these factors on microorganisms are not well understood, but the complex way in which microbes interact with their environments suggests that numerous analytical techniques measuring different properties will eventually be needed for complete characterization. In this work, we present a Bayesian statistical framework for integrating disparate analytical measurements. We illustrate its application to the problem of characterizing the culture medium of Bacillus spores using three different mass spectral techniques. The results of our study suggest that integrating data in this way significantly improves the accuracy and robustness of the analyses.
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Affiliation(s)
- Kristin H Jarman
- Pacific Northwest National Laboratory, PO Box 999/MS K9-72, Richland, WA 99352, USA.
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21
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Kotewicz ML, Jackson SA, LeClerc JE, Cebula TA. Optical maps distinguish individual strains of Escherichia coli O157 : H7. MICROBIOLOGY-SGM 2007; 153:1720-1733. [PMID: 17526830 DOI: 10.1099/mic.0.2006/004507-0] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Optical maps of 11 Escherichia coli O157 : H7 strains have been generated by the assembly of contiguous sets of restriction fragments across their entire 5.3 to 5.6 Mbp chromosomes. Each strain showed a distinct, highly individual configuration of 500-700 BamHI fragments, yielding a map resembling a DNA 'bar code'. The accuracy of optical mapping was assessed by comparing directly the in silico restriction maps of two wholly sequenced reference genomes of E. coli O157 : H7, i.e. EDL933 and the Sakai isolate (RIMD 0509952), with the optical maps of the same strains. The optical maps of nine other E. coli O157 : H7 strains were compared similarly, using the sequence-based maps of the Sakai and EDL933 strains as references. A total of 91 changes at 28 loci were positioned and sized; these included complex chromosomal inversions, insertions, deletions, substitutions, as well as a number of simple RFLPs. The optical maps defined unique genome landmarks in each of the strains and demonstrated the ability of optical mapping to distinguish and differentiate, at the individual level, strains of this important pathogen.
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Affiliation(s)
- Michael L Kotewicz
- Division of Molecular Biology, Office of Applied Research and Safety Assessment, Center for Food Safety and Applied Nutrition, US Food and Drug Administration, Laurel, MD 20708, USA
| | - Scott A Jackson
- Division of Molecular Biology, Office of Applied Research and Safety Assessment, Center for Food Safety and Applied Nutrition, US Food and Drug Administration, Laurel, MD 20708, USA
| | - J Eugene LeClerc
- Division of Molecular Biology, Office of Applied Research and Safety Assessment, Center for Food Safety and Applied Nutrition, US Food and Drug Administration, Laurel, MD 20708, USA
| | - Thomas A Cebula
- Division of Molecular Biology, Office of Applied Research and Safety Assessment, Center for Food Safety and Applied Nutrition, US Food and Drug Administration, Laurel, MD 20708, USA
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22
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Abstract
The medical response to a mass casualty further complicates the hectic environment that follows a terrorist event. In addition to providing treatment, medical professionals may discover items or persons of interest to the pending investigation and should be aware of how to handle these situations appropriately. Examples of case law are provided to illustrate how practitioners' actions could help or hinder prosecution. The traditional forensic role of dental professionals is identifying victims through dental records. In this article, the dental professional is considered a member of a disaster response team, and the differences in responsibilities are highlighted.
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Affiliation(s)
- Melissa Naiman
- Disaster Emergency Medicine Readiness Training Center, College of Dentistry, University of Illinois at Chicago, Chicago, IL 60622, USA.
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23
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Scott JC, Koylass MS, Stubberfield MR, Whatmore AM. Multiplex assay based on single-nucleotide polymorphisms for rapid identification of Brucella isolates at the species level. Appl Environ Microbiol 2007; 73:7331-7. [PMID: 17890328 PMCID: PMC2168218 DOI: 10.1128/aem.00976-07] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The genus Brucella includes a number of species that are major animal pathogens worldwide and significant causes of zoonotic infections of humans. Traditional methods of identifying Brucella to the species level can be time-consuming, can be subjective, and can pose a hazard to laboratory personnel in the absence of suitable biocontainment facilities. Using a robust phylogenetic framework, a number of single-nucleotide polymorphisms (SNPs) that define particular species within the genus were identified. These SNPs were used to develop a multiplex SNP detection assay, based on primer extension technology, that can rapidly and unambiguously identify an isolate as a member of one of the six classical Brucella species or as a member of the recently identified marine mammal group.
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Affiliation(s)
- Julie C Scott
- Department of Statutory and Exotic Bacterial Diseases, Veterinary Laboratories Agency, Addlestone, Surrey KT15 3NB, United Kingdom
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24
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Kreuzer-Martin HW, Jarman KH. Stable isotope ratios and forensic analysis of microorganisms. Appl Environ Microbiol 2007; 73:3896-908. [PMID: 17468274 PMCID: PMC1932740 DOI: 10.1128/aem.02906-06] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2006] [Accepted: 04/21/2007] [Indexed: 11/20/2022] Open
Abstract
In the aftermath of the anthrax letters of 2001, researchers have been exploring various analytical signatures for the purpose of characterizing the production environment of microorganisms. One such signature is stable isotope ratios, which in heterotrophs, are a function of nutrient and water sources. Here we discuss the use of stable isotope ratios in microbial forensics, using as a database the carbon, nitrogen, oxygen, and hydrogen stable isotope ratios of 247 separate cultures of Bacillus subtilis 6051 spores produced on a total of 32 different culture media. In the context of using stable isotope ratios as a signature for sample matching, we present an analysis of variations between individual samples, between cultures produced in tandem, and between cultures produced in the same medium but at different times. Additionally, we correlate the stable isotope ratios of carbon, nitrogen, oxygen, and hydrogen for growth medium nutrients or water with those of spores and show examples of how these relationships can be used to exclude nutrient or water samples as possible growth substrates for specific cultures.
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Affiliation(s)
- Helen W Kreuzer-Martin
- Pacific Northwest National Laboratory, 999 Battelle Blvd., P8-13, Richland, WA 99352, USA.
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25
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Abstract
The usefulness of rapid pathogen genotyping is widely recognized, but its effective interpretation and application requires integration into clinical and public health decision-making. How can pathogen genotyping data best be translated to inform disease management and surveillance? Pathogen profiling integrates microbial genomics data into communicable disease control by consolidating phenotypic identity-based methods with DNA microarrays, proteomics, metabolomics and sequence-based typing. Sharing data on pathogen profiles should facilitate our understanding of transmission patterns and the dynamics of epidemics.
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Affiliation(s)
- Vitali Sintchenko
- Centre for Infectious Diseases and Microbiology Public Health, Institute of Clinical Pathology and Medical Research, Westmead Hospital, Western Clinical School, The University of Sydney, New South Wales, Australia.
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Jackson SA, Mammel MK, Patel IR, Mays T, Albert TJ, LeClerc JE, Cebula TA. Interrogating genomic diversity of E. coli O157:H7 using DNA tiling arrays. Forensic Sci Int 2007; 168:183-99. [PMID: 16934953 DOI: 10.1016/j.forsciint.2006.06.079] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2006] [Revised: 06/20/2006] [Accepted: 06/21/2006] [Indexed: 10/24/2022]
Abstract
Here, we describe a novel microarray-based approach for investigating the genomic diversity of Escherichia coli O157:H7 in a semi-high throughput manner using a high density, oligonucleotide-based microarray. This microarray, designed to detect polymorphisms at each of 60,000 base-pair (bp) positions within an E. coli genome, is composed of overlapping 29-mer oligonucleotides specific for 60 equally spaced, 1000-bp loci of the E. coli O157:H7 strain EDL933 chromosome. By use of a novel 12-well microarray that permitted the simultaneous investigation of 12 strains, the genomes of 44 individual isolates of E. coli O157:H7 were interrogated. These analyses revealed more than 150 single nucleotide polymorphisms (SNPs) and several deletions and amplifications in the test strains. Pyrosequencing was used to confirm the usefulness of the novel SNPs by determining their allelic frequency among a collection of diverse isolates of E. coli O157:H7. The tiling DNA microarray system would be useful for the tracking and identification of individual strains of E. coli O157:H7 needed for forensic investigations.
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Affiliation(s)
- Scott A Jackson
- Division of Molecular Biology, Office of Applied Research and Safety Assessment, Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, Laurel, MD 20708, USA
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27
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Tandem repeat regions within the Burkholderia pseudomallei genome and their application for high resolution genotyping. BMC Microbiol 2007; 7:23. [PMID: 17397553 PMCID: PMC1853098 DOI: 10.1186/1471-2180-7-23] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2006] [Accepted: 03/30/2007] [Indexed: 11/20/2022] Open
Abstract
Background The facultative, intracellular bacterium Burkholderia pseudomallei is the causative agent of melioidosis, a serious infectious disease of humans and animals. We identified and categorized tandem repeat arrays and their distribution throughout the genome of B. pseudomallei strain K96243 in order to develop a genetic typing method for B. pseudomallei. We then screened 104 of the potentially polymorphic loci across a diverse panel of 31 isolates including B. pseudomallei, B. mallei and B. thailandensis in order to identify loci with varying degrees of polymorphism. A subset of these tandem repeat arrays were subsequently developed into a multiple-locus VNTR analysis to examine 66 B. pseudomallei and 21 B. mallei isolates from around the world, as well as 95 lineages from a serial transfer experiment encompassing ~18,000 generations. Results B. pseudomallei contains a preponderance of tandem repeat loci throughout its genome, many of which are duplicated elsewhere in the genome. The majority of these loci are composed of repeat motif lengths of 6 to 9 bp with 4 to 10 repeat units and are predominately located in intergenic regions of the genome. Across geographically diverse B. pseudomallei and B.mallei isolates, the 32 VNTR loci displayed between 7 and 28 alleles, with Nei's diversity values ranging from 0.47 and 0.94. Mutation rates for these loci are comparable (>10-5 per locus per generation) to that of the most diverse tandemly repeated regions found in other less diverse bacteria. Conclusion The frequency, location and duplicate nature of tandemly repeated regions within the B. pseudomallei genome indicate that these tandem repeat regions may play a role in generating and maintaining adaptive genomic variation. Multiple-locus VNTR analysis revealed extensive diversity within the global isolate set containing B. pseudomallei and B. mallei, and it detected genotypic differences within clonal lineages of both species that were identical using previous typing methods. Given the health threat to humans and livestock and the potential for B. pseudomallei to be released intentionally, MLVA could prove to be an important tool for fine-scale epidemiological or forensic tracking of this increasingly important environmental pathogen.
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28
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Roper MG, Easley CJ, Legendre LA, Humphrey JAC, Landers JP. Infrared Temperature Control System for a Completely Noncontact Polymerase Chain Reaction in Microfluidic Chips. Anal Chem 2007; 79:1294-300. [PMID: 17297927 DOI: 10.1021/ac0613277] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
A completely noncontact temperature system is described for amplification of DNA via the polymerase chain reaction (PCR) in glass microfluidic chips. An infrared (IR)-sensitive pyrometer was calibrated against a thermocouple inserted into a 550-nL PCR chamber and used to monitor the temperature of the glass surface above the PCR chamber during heating and cooling induced by a tungsten lamp and convective air source, respectively. A time lag of less than 1 s was observed between maximum heating rates of the solution and surface, indicating that thermal equilibrium was attained rapidly. Moreover, the time lag was corroborated using a one-dimensional heat-transfer model, which provided insight into the characteristics of the device and environment that caused the time lag. This knowledge will, in turn, allow for future tailoring of the devices to specific applications. To alleviate the need for calibrating the pyrometer with a thermocouple, the on-chip calibration of pyrometer was accomplished by sensing the boiling of two solutions, water and an azeotrope, and comparing the pyrometer output voltage against the known boiling points of these solutions. The "boiling point calibration" was successful as indicated by the subsequent chip-based IR-PCR amplification of a 211-bp fragment of the B. anthracis genome in a chamber reduced beyond the dimensions of a thermocouple. To improve the heating rates, a parabolic gold mirror was positioned above the microfluidic chip, which expedited PCR amplification to 18.8 min for a 30-cycle, three-temperature protocol.
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Affiliation(s)
- Michael G Roper
- Department of Chemistry, University of Virginia, Charlottesville, Virginia 22904, USA
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Jaluria P, Konstantopoulos K, Betenbaugh M, Shiloach J. A perspective on microarrays: current applications, pitfalls, and potential uses. Microb Cell Fact 2007; 6:4. [PMID: 17254338 PMCID: PMC1796898 DOI: 10.1186/1475-2859-6-4] [Citation(s) in RCA: 64] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2006] [Accepted: 01/25/2007] [Indexed: 01/02/2023] Open
Abstract
With advances in robotics, computational capabilities, and the fabrication of high quality glass slides coinciding with increased genomic information being available on public databases, microarray technology is increasingly being used in laboratories around the world. In fact, fields as varied as: toxicology, evolutionary biology, drug development and production, disease characterization, diagnostics development, cellular physiology and stress responses, and forensics have benefiting from its use. However, for many researchers not familiar with microarrays, current articles and reviews often address neither the fundamental principles behind the technology nor the proper designing of experiments. Although, microarray technology is relatively simple, conceptually, its practice does require careful planning and detailed understanding of the limitations inherently present. Without these considerations, it can be exceedingly difficult to ascertain valuable information from microarray data. Therefore, this text aims to outline key features in microarray technology, paying particular attention to current applications as outlined in recent publications, experimental design, statistical methods, and potential uses. Furthermore, this review is not meant to be comprehensive, but rather substantive; highlighting important concepts and detailing steps necessary to conduct and interpret microarray experiments. Collectively, the information included in this text will highlight the versatility of microarray technology and provide a glimpse of what the future may hold.
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Affiliation(s)
- Pratik Jaluria
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, 221 Maryland Hall, 3400 North Charles Street, Baltimore, MD 21218, USA
- National Institute of Diabetes & Digestive & Kidney Diseases, National Institutes of Health, Biotechnology Unit, 9000 Rockville Pike, Building 14A, Room 170, Bethesda, MD 20892, USA
| | - Konstantinos Konstantopoulos
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, 221 Maryland Hall, 3400 North Charles Street, Baltimore, MD 21218, USA
| | - Michael Betenbaugh
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, 221 Maryland Hall, 3400 North Charles Street, Baltimore, MD 21218, USA
| | - Joseph Shiloach
- National Institute of Diabetes & Digestive & Kidney Diseases, National Institutes of Health, Biotechnology Unit, 9000 Rockville Pike, Building 14A, Room 170, Bethesda, MD 20892, USA
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van Belkum A, Tassios PT, Dijkshoorn L, Haeggman S, Cookson B, Fry NK, Fussing V, Green J, Feil E, Gerner-Smidt P, Brisse S, Struelens M. Guidelines for the validation and application of typing methods for use in bacterial epidemiology. Clin Microbiol Infect 2007; 13 Suppl 3:1-46. [PMID: 17716294 DOI: 10.1111/j.1469-0691.2007.01786.x] [Citation(s) in RCA: 530] [Impact Index Per Article: 31.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
For bacterial typing to be useful, the development, validation and appropriate application of typing methods must follow unified criteria. Over a decade ago, ESGEM, the ESCMID (Europen Society for Clinical Microbiology and Infectious Diseases) Study Group on Epidemiological Markers, produced guidelines for optimal use and quality assessment of the then most frequently used typing procedures. We present here an update of these guidelines, taking into account the spectacular increase in the number and quality of typing methods made available over the past decade. Newer and older, phenotypic and genotypic methods for typing of all clinically relevant bacterial species are described according to their principles, advantages and disadvantages. Criteria for their evaluation and application and the interpretation of their results are proposed. Finally, the issues of reporting, standardisation, quality assessment and international networks are discussed. It must be emphasised that typing results can never stand alone and need to be interpreted in the context of all available epidemiological, clinical and demographical data relating to the infectious disease under investigation. A strategic effort on the part of all workers in the field is thus mandatory to combat emerging infectious diseases, as is financial support from national and international granting bodies and health authorities.
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Affiliation(s)
- A van Belkum
- Erasmus MC, Department of Medical Microbiology and Infectious Diseases, Rotterdam, The Netherlands.
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Morse SA, Budowle B. Microbial forensics: application to bioterrorism preparedness and response. Infect Dis Clin North Am 2006; 20:455-73, xi. [PMID: 16762747 DOI: 10.1016/j.idc.2006.03.004] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Stephen A Morse
- Bioterrorism Preparedness and Response Program, Centers for Disease Control and Prevention, 1600 Clifton Road, MS C-12, Atlanta, GA 30333, USA.
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32
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Fletcher J, Bender C, Budowle B, Cobb WT, Gold SE, Ishimaru CA, Luster D, Melcher U, Murch R, Scherm H, Seem RC, Sherwood JL, Sobral BW, Tolin SA. Plant pathogen forensics: capabilities, needs, and recommendations. Microbiol Mol Biol Rev 2006; 70:450-71. [PMID: 16760310 PMCID: PMC1489535 DOI: 10.1128/mmbr.00022-05] [Citation(s) in RCA: 121] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
A biological attack on U.S. crops, rangelands, or forests could reduce yield and quality, erode consumer confidence, affect economic health and the environment, and possibly impact human nutrition and international relations. Preparedness for a crop bioterror event requires a strong national security plan that includes steps for microbial forensics and criminal attribution. However, U.S. crop producers, consultants, and agricultural scientists have traditionally focused primarily on strategies for prevention and management of diseases introduced naturally or unintentionally rather than on responding appropriately to an intentional pathogen introduction. We assess currently available information, technologies, and resources that were developed originally to ensure plant health but also could be utilized for postintroduction plant pathogen forensics. Recommendations for prioritization of efforts and resource expenditures needed to enhance our plant pathogen forensics capabilities are presented.
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Affiliation(s)
- J Fletcher
- Department of Entomology and Plant Pathology, Oklahoma State University, Stillwater, OK 74078, USA.
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