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Foster NR, Taylor D, Hoogewerff J, Aberle MG, de Caritat P, Roffey P, Edwards R, Malik A, Waycott M, Young JM. The secret hidden in dust: Assessing the potential to use biological and chemical properties of the airborne fraction of soil for provenance assignment and forensic casework. Forensic Sci Int Genet 2023; 67:102931. [PMID: 37659257 DOI: 10.1016/j.fsigen.2023.102931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 08/19/2023] [Accepted: 08/21/2023] [Indexed: 09/04/2023]
Abstract
The airborne fraction of soil (dust) is both ubiquitous in nature and contains localised biological and chemical signatures, making it a potential medium for forensic intelligence. Metabarcoding of dust can yield biological communities unique to the site of interest, similarly, geochemical analyses can uncover elements and minerals within dust that can be matched to a geographic location. Combining these analyses presents multiple lines of evidence as to the origin of dust collected from items of interest. In this work, we investigated whether bacterial and fungal communities in dust change through time and whether they are comparable to soil samples of the same site. We integrated dust metabarcoding into a framework amenable to forensic casework, (i.e., using calibrated log-likelihood ratios) to predict the origin of dust samples using models constructed from both dust samples and soil samples from the same site. Furthermore, we tested whether both metabarcoding and geochemical/mineralogical analyses could be conducted on a single swabbed sample, for situations where sampling is limited. We found both analyses could generate results from a single swabbed sample and found biological and chemical signatures unique to sites. However, we did find significant variation within sites, where this did not always correlate with time but was a random effect of sampling. This variation within sites was not greater than between sites and so did not influence site discrimination. When modelling bacterial and fungal diversity using calibrated log-likelihood ratios, we found samples were correctly predicted using dust 67% and 56% of the time and using soil 56% and 22% of the time for bacteria and fungi communities respectively. Incorrect predictions were related to within site variability, highlighting limitations to assigning dust provenance using metabarcoding of soil.
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Affiliation(s)
- Nicole R Foster
- College of Science and Engineering, Flinders University, GPO Box 2100, Adelaide, SA 5001, Australia.
| | - Duncan Taylor
- College of Science and Engineering, Flinders University, GPO Box 2100, Adelaide, SA 5001, Australia; Forensic Science SA, GPO Box 2790, Adelaide, SA 5001, Australia
| | - Jurian Hoogewerff
- National Centre for Forensic Studies, University of Canberra, Bruce Australian Capital Territory 2617, Australia
| | - Michael G Aberle
- National Centre for Forensic Studies, University of Canberra, Bruce Australian Capital Territory 2617, Australia
| | - Patrice de Caritat
- National Centre for Forensic Studies, University of Canberra, Bruce Australian Capital Territory 2617, Australia; Geoscience Australia, GPO Box 378, Canberra Australian Capital Territory 2601, Australia
| | - Paul Roffey
- National Centre for Forensic Studies, University of Canberra, Bruce Australian Capital Territory 2617, Australia; Australian Federal Police, GPO Box 401, Canberra Australian Capital Territory 2601, Australia
| | - Robert Edwards
- College of Science and Engineering, Flinders University, GPO Box 2100, Adelaide, SA 5001, Australia
| | - Arif Malik
- School of Biological Sciences, University of Adelaide, Adelaide, South Australia 5005, Australia
| | - Michelle Waycott
- School of Biological Sciences, University of Adelaide, Adelaide, South Australia 5005, Australia
| | - Jennifer M Young
- College of Science and Engineering, Flinders University, GPO Box 2100, Adelaide, SA 5001, Australia
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2
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Tambuzzi S, Maciocco F, Gentile G, Boracchi M, Bailo P, Marchesi M, Zoja R. Applications of microbiology to different forensic scenarios - A narrative review. J Forensic Leg Med 2023; 98:102560. [PMID: 37451142 DOI: 10.1016/j.jflm.2023.102560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 07/09/2023] [Indexed: 07/18/2023]
Abstract
In contrast to other forensic disciplines, forensic microbiology is still too often considered a "side activity" and is not able to make a real and concrete contribution to forensic investigations. Indeed, the various application aspects of this discipline still remain a niche activity and, as a result, microbiological investigations are often omitted or only approximated, in part due to poor report in the literature. However, in certain situations, forensic microbiology can prove to be extremely effective, if not crucial, when all other disciplines fail. Precisely because microorganisms can represent forensic evidence, in this narrative review all the major pathological forensic applications described in the literature have been presented. The goal of our review is to highlight the versatility and transversality of microbiology in forensic science and to provide a comprehensive source of literature to refer to when needed.
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Affiliation(s)
- Stefano Tambuzzi
- Dipartimento di Scienze Biomediche per la Salute, Sezione di Medicina Legale e delle Assicurazioni, Università degli Studi di Milano, Via Luigi Mangiagalli, 37, 20133, Milano, Italy
| | - Francesca Maciocco
- Azienda Ospedaliera "San Carlo Borromeo", Servizio di Immunoematologia e Medicina Trasfusionale (SIMT), Via Pio II°, n. 3, Milano, Italy
| | - Guendalina Gentile
- Dipartimento di Scienze Biomediche per la Salute, Sezione di Medicina Legale e delle Assicurazioni, Università degli Studi di Milano, Via Luigi Mangiagalli, 37, 20133, Milano, Italy.
| | - Michele Boracchi
- Dipartimento di Scienze Biomediche per la Salute, Sezione di Medicina Legale e delle Assicurazioni, Università degli Studi di Milano, Via Luigi Mangiagalli, 37, 20133, Milano, Italy
| | | | - Matteo Marchesi
- ASST Papa Giovanni XXIII, Piazza OMS 1, 24127, Bergamo, Italy
| | - Riccardo Zoja
- Dipartimento di Scienze Biomediche per la Salute, Sezione di Medicina Legale e delle Assicurazioni, Università degli Studi di Milano, Via Luigi Mangiagalli, 37, 20133, Milano, Italy
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Guo X, Gu L, Luo Y, Wang S, Luo H, Song F. A bibliometric analysis of microbial forensics from 1984 to 2022: progress and research trends. Front Microbiol 2023; 14:1186372. [PMID: 37260676 PMCID: PMC10227522 DOI: 10.3389/fmicb.2023.1186372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 04/21/2023] [Indexed: 06/02/2023] Open
Abstract
Microbial forensics is a rapidly evolving discipline that has gained significant momentum in recent years. The study evaluated relevant results over the last four decades from 1984 to 2022 all over the world, aiming to analyze the growing trends and research orientations of microbial forensics. Using "microbial forensics" as the search topic in the Web of Science Core Collection, the systematic retrieval identified 579 documents relevant to the field and draw many statistical tables and maps to make the retrieval results visible. According to further bibliometric analysis, there are an increasing number of publications related to microbial forensics from the overall trend, with the highest number of publications recorded in 2021. In terms of the total number of articles, the USA and China were both the leading contributors to the field among 40 countries. The field has developed rapidly in recent years based on the development of next-generation sequencing. Over the course of its development, there are rich keywords in the research of scholars, which focus on diversity and identification. Moreover, despite the early hot topic being PCR (the use of PCR to probe microorganisms), in recent years, the topics, markers, and the potential application of microorganisms in forensic practice have become hot, which also indicates the future research directions of microbial forensic.
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Cubbage H, Macey C, Scott K. Macroscopic assessment of environmental trace evidence dynamics in forensic settings. Sci Justice 2023; 63:376-386. [PMID: 37169463 DOI: 10.1016/j.scijus.2023.03.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 02/28/2023] [Accepted: 03/20/2023] [Indexed: 04/03/2023]
Abstract
Environmental trace evidence offers useful circumstantial intelligence to link persons and scenes of forensic interest. An increasing empirical research base is dedicated towards understanding the transfer and persistence dynamics of environmental indicators including pollen, soils, and diatoms, within a diverse range of experimental frameworks. This paper presents two discrete studies exploring transfer and persistence of soils and sediments on footwear and diatomaceous earth adhered to clothing in forensically pertinent scenarios. Variables including sediment type, foot position, clothing type, and body positioning were also explored throughout. Both experiments incorporated a field-based methodology during the sampling effort. Photographs were collected of an initial transfer sample and of a retained assemblage following hours, days, and up to one-week of wear, facilitating macroscopic assessment of trace evidence dynamics. All images were processed using accessible, open-source software before spatial analysis of evidence distribution within and temporal assessment (% retention) upon each evidential surface. The results highlighted consistent loss of transferred sediment from footwear with significantly greater retention of loamy clay soil than dune sand which was absent beyond 24 h of wear. Loss was not influenced by wearer gait but was more rapid from those areas of the shoe sole in direct contact with the ground. Diatomaceous earth was retrieved from all three clothing types tested after one week - significant losses of material occurred before 48 h with a consistent assemblage identified beyond this. Denim was significantly more effective than acrylic and fleece for diatomaceous earth retention and significantly more material was lost from clothing worn on the lower body. These findings highlight the value of using visual environmental markers and a macroscopic analytical approach during the investigation of environmental trace dynamics. The methodology offers a novel, non-destructive assessment of soil and diatom transfer and persistence, complementing more extensive laboratory-based examinations to ensure the development of a well-rounded research base within the forensic sciences.
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Foster NR, Martin B, Hoogewerff J, Aberle MG, de Caritat P, Roffey P, Edwards R, Malik A, Thwaites P, Waycott M, Young J. The utility of dust for forensic intelligence: Exploring collection methods and detection limits for environmental DNA, elemental and mineralogical analyses of dust samples. Forensic Sci Int 2023; 344:111599. [PMID: 36801501 DOI: 10.1016/j.forsciint.2023.111599] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 01/27/2023] [Accepted: 02/05/2023] [Indexed: 02/10/2023]
Abstract
Environmental DNA (eDNA), elemental and mineralogical analyses of soil have been shown to be specific to their source material, prompting consideration of using the airborne fraction of soil (dust) for forensic intelligence work. Dust is ubiquitous in the environment and is easily transferred to items belonging to a person of interest, making dust analysis an ideal tool in forensic casework. The advent of Massive Parallel Sequencing technologies means metabarcoding of eDNA can uncover bacterial, fungal, and even plant genetic fingerprints in dust particles. Combining this with elemental and mineralogical compositions offers multiple, complementary lines of evidence for tracing the origin of an unknown dust sample. This is particularly pertinent when recovering dust from a person of interest to ascertain where they may have travelled. Prior to proposing dust as a forensic trace material, however, the optimum sampling protocols and detection limits need to be established to place parameters around its utility in this context. We tested several approaches to collecting dust from different materials and determined the lowest quantity of dust that could be analysed for eDNA, elemental composition and mineralogy, whilst still yielding results capable of distinguishing between sites. We found that fungal eDNA profiles could be obtained from multiple sample types and that tape lifts were the optimum collection method for discriminating between sites. We successfully recovered both fungal and bacterial eDNA profiles down to 3 mg of dust (the lowest tested quantity) and recovered elemental and mineralogical compositions for all tested sample quantities. We show that dust can be reliably recovered from different sample types, using different sampling techniques, and that fungi and bacteria, as well as elemental and mineralogical profiles, can be generated from small sample quantities, highlighting the utility of dust for forensic intelligence.
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Affiliation(s)
- Nicole R Foster
- College of Science and Engineering, Flinders University, GPO Box 2100, Adelaide, South Australia 5001, Australia.
| | - Belinda Martin
- College of Science and Engineering, Flinders University, GPO Box 2100, Adelaide, South Australia 5001, Australia
| | - Jurian Hoogewerff
- National Centre for Forensic Studies, University of Canberra, Bruce, Australian Capital Territory 2617, Australia
| | - Michael G Aberle
- National Centre for Forensic Studies, University of Canberra, Bruce, Australian Capital Territory 2617, Australia
| | - Patrice de Caritat
- Geoscience Australia, GPO Box 378, Canberra, Australian Capital Territory 2601, Australia
| | - Paul Roffey
- Australian Federal Police, GPO Box 401, Canberra, Australian Capital Territory 2601, Australia
| | - Robert Edwards
- College of Science and Engineering, Flinders University, GPO Box 2100, Adelaide, South Australia 5001, Australia
| | - Arif Malik
- School of Biological Sciences, University of Adelaide, Adelaide, South Australia 5005, Australia
| | - Priscilla Thwaites
- Defence Science Technology Group, PO Box 793, Canberra BC, Australian Capital Territory 2610, Australia
| | - Michelle Waycott
- School of Biological Sciences, University of Adelaide, Adelaide, South Australia 5005, Australia
| | - Jennifer Young
- College of Science and Engineering, Flinders University, GPO Box 2100, Adelaide, South Australia 5001, Australia
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Carratto TMT, Moraes VMS, Recalde TSF, Oliveira MLGD, Teixeira Mendes-Junior C. Applications of massively parallel sequencing in forensic genetics. Genet Mol Biol 2022; 45:e20220077. [PMID: 36121926 PMCID: PMC9514793 DOI: 10.1590/1678-4685-gmb-2022-0077] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 07/15/2022] [Indexed: 11/22/2022] Open
Abstract
Massively parallel sequencing, also referred to as next-generation sequencing, has positively changed DNA analysis, allowing further advances in genetics. Its capability of dealing with low quantity/damaged samples makes it an interesting instrument for forensics. The main advantage of MPS is the possibility of analyzing simultaneously thousands of genetic markers, generating high-resolution data. Its detailed sequence information allowed the discovery of variations in core forensic short tandem repeat loci, as well as the identification of previous unknown polymorphisms. Furthermore, different types of markers can be sequenced in a single run, enabling the emergence of DIP-STRs, SNP-STR haplotypes, and microhaplotypes, which can be very useful in mixture deconvolution cases. In addition, the multiplex analysis of different single nucleotide polymorphisms can provide valuable information about identity, biogeographic ancestry, paternity, or phenotype. DNA methylation patterns, mitochondrial DNA, mRNA, and microRNA profiling can also be analyzed for different purposes, such as age inference, maternal lineage analysis, body-fluid identification, and monozygotic twin discrimination. MPS technology also empowers the study of metagenomics, which analyzes genetic material from a microbial community to obtain information about individual identification, post-mortem interval estimation, geolocation inference, and substrate analysis. This review aims to discuss the main applications of MPS in forensic genetics.
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Affiliation(s)
- Thássia Mayra Telles Carratto
- Universidade de São Paulo, Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, Departamento de Química, Laboratório de Pesquisas Forenses e Genômicas, Ribeirão Preto, SP, Brazil
| | - Vitor Matheus Soares Moraes
- Universidade de São Paulo, Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, Departamento de Química, Laboratório de Pesquisas Forenses e Genômicas, Ribeirão Preto, SP, Brazil
| | | | | | - Celso Teixeira Mendes-Junior
- Universidade de São Paulo, Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, Departamento de Química, Laboratório de Pesquisas Forenses e Genômicas, Ribeirão Preto, SP, Brazil
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7
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Zhang J, Liu W, Simayijiang H, Hu P, Yan J. Application of Microbiome in Forensics. GENOMICS, PROTEOMICS & BIOINFORMATICS 2022:S1672-0229(22)00096-1. [PMID: 36031058 PMCID: PMC10372919 DOI: 10.1016/j.gpb.2022.07.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 07/29/2022] [Indexed: 06/04/2023]
Abstract
Recent advances in next-generation sequencing technology and improvements in bioinformatics have expanded the scope of microbiome analysis as a forensic tool. Microbiome research is concerned with the study of the compositional profile and diversity of microbial flora as well as the interactions between microbes, hosts, and the environment. It has opened up many new possibilities for forensic analysis. In this review, we discuss various applications of microbiomes in forensics, including identification of individuals, geolocation inference, post-mortem interval (PMI) estimation, and others.
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Affiliation(s)
- Jun Zhang
- School of Forensic Medicine, Shanxi Medical University, Taiyuan 030001, China
| | - Wenli Liu
- Beijing Center for Physical and Chemical Analysis, Beijing 100089, China
| | | | - Ping Hu
- Key Laboratory of Environment and Health (HUST), Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health (Incubation), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430074, China.
| | - Jiangwei Yan
- School of Forensic Medicine, Shanxi Medical University, Taiyuan 030001, China.
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8
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Newland TG, Pitts K, Lewis SW. Multimodal spectroscopy with chemometrics for the forensic analysis of Western Australian sandy soils. Forensic Chem 2022. [DOI: 10.1016/j.forc.2022.100412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Gouello A, Dunyach-Remy C, Siatka C, Lavigne JP. Analysis of Microbial Communities: An Emerging Tool in Forensic Sciences. Diagnostics (Basel) 2021; 12:diagnostics12010001. [PMID: 35054168 PMCID: PMC8774847 DOI: 10.3390/diagnostics12010001] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 12/19/2021] [Accepted: 12/20/2021] [Indexed: 01/16/2023] Open
Abstract
The objective of forensic sciences is to find clues in a crime scene in order to reconstruct the scenario. Classical samples include DNA or fingerprints, but both have inherent limitations and can be uninformative. Another type of sample has emerged recently in the form of the microbiome. Supported by the Human Microbiome Project, the characteristics of the microbial communities provide real potential in forensics. They are highly specific and can be used to differentiate and classify the originating body site of a human biological trace. Skin microbiota is also highly specific and different between individuals, leading to its possibility as an identification tool. By extension, the possibilities of the microbial communities to be deposited on everyday objects has also been explored. Other uses include the determination of the post-mortem interval or the analysis of soil communities. One challenge is that the microbiome changes over time and can be influenced by many environmental and lifestyle factors. This review offers an overview of the main methods and applications to demonstrate the benefit of the microbiome to provide forensically relevant information.
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Affiliation(s)
- Audrey Gouello
- Institut de Recherche Criminelle de la Gendarmerie Nationale, 95037 Cergy-Pontoise, France;
- Bacterial Infection and Chronic Infection, INSERM U1047, Department of Microbiology and Hospital Infection, University Hospital Nîmes, Université de Montpellier, 30908 Nimes, France;
| | - Catherine Dunyach-Remy
- Bacterial Infection and Chronic Infection, INSERM U1047, Department of Microbiology and Hospital Infection, University Hospital Nîmes, Université de Montpellier, 30908 Nimes, France;
| | | | - Jean-Philippe Lavigne
- Bacterial Infection and Chronic Infection, INSERM U1047, Department of Microbiology and Hospital Infection, University Hospital Nîmes, Université de Montpellier, 30908 Nimes, France;
- Correspondence: ; Tel.: +33-466683202
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Haarkötter C, Saiz M, Gálvez X, Medina-Lozano MI, Álvarez JC, Lorente JA. Usefulness of Microbiome for Forensic Geolocation: A Review. Life (Basel) 2021; 11:life11121322. [PMID: 34947853 PMCID: PMC8707258 DOI: 10.3390/life11121322] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 11/26/2021] [Accepted: 11/27/2021] [Indexed: 11/16/2022] Open
Abstract
Forensic microbiomics is a promising tool for crime investigation. Geolocation, which connects an individual to a certain place or location by microbiota, has been fairly well studied in the literature, and several applications have been found. The aim of this review is to highlight the main findings in this field, including the current sample storage, DNA extraction, sequencing and data analysis techniques that are being used, and its potential applications in human trafficking and ancient DNA studies. Second, the challenges and limitations of forensic microbiomics and geolocation are emphasised, providing recommendations for the establishment of this tool in the forensic science community.
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Assessment of the link between evidence and crime scene through soil bacterial and fungal microbiome: A mock case in forensic study. Forensic Sci Int 2021; 329:111060. [PMID: 34736047 DOI: 10.1016/j.forsciint.2021.111060] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 10/10/2021] [Accepted: 10/19/2021] [Indexed: 01/28/2023]
Abstract
In forensic studies, soil traces can be used to find clues to the origin of an unknown sample or the relationship between a crime scene and a suspect and can provide invaluable evidence as they frequently adhere to objects, with high persistence. In this study, it was aimed to investigate the potential of the bacterial and fungal microbiome diversity of the soil to be used as legitimate evidence in the resolution of homicide cases. Within the scope of a mock homicide case scenario, a total of 12 soil samples were collected, including two evidence samples, three crime scene samples and seven non-crime scene related control samples. Both bacterial and fungal microbiome profiles of these samples were analysed using Illumina NovaSeq platform. The resulting sequences were analysed using QIIME 2 microbiome bioinformatics platform. Beta diversity analysis was performed to determine the difference between samples. In bacterial community analyses, it has been observed that it is difficult to distinguish evidence samples and crime scene samples from control samples at phylum and class level, whereas differentiation could be made at genus and species level. Fungal community analyses allowed to distinguish evidence samples and crime scene samples from control samples at both phylum and class and genus and species level. Principal coordinate analysis (PCoA) results showed that distance between evidence samples and crime scene reference samples was closer to each other than non-crime scene related control samples. The results of this study showed that bacterial and especially fungal DNA in soil has the potential to contribute effectively to the resolution of forensic cases. Thus, it has been understood that it is possible to establish a relationship between the case and the crime scene with the help of microbiome analyses on soil samples obtained in homicide cases.
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12
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Lee LC, Jemain AA. On overview of PCA application strategy in processing high dimensionality forensic data. Microchem J 2021. [DOI: 10.1016/j.microc.2021.106608] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
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13
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Osathanunkul M, Sawongta N, Pheera W, Pechlivanis N, Psomopoulos F, Madesis P. Exploring plant diversity through soil DNA in Thai national parks for influencing land reform and agriculture planning. PeerJ 2021; 9:e11753. [PMID: 34414025 PMCID: PMC8340909 DOI: 10.7717/peerj.11753] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Accepted: 06/21/2021] [Indexed: 11/20/2022] Open
Abstract
Background The severe deforestation, as indicated in national forest data, is a recurring problem in many areas of Northern Thailand, including Doi Suthep-Pui National Park. Agricultural expansion in these areas, is one of the major drivers of deforestation, having adverse consequences on local plant biodiversity. Conserving biodiversity is mainly dependent on the biological monitoring of species distribution and population sizes. However, the existing conventional approaches for monitoring biodiversity are rather limited. Methods Here, we explored soil DNA at four forest types in Doi Suthep-Pui National Park in Northern Thailand. Three soil samples, composed of different soil cores mixed together, per sampling location were collected. Soil biodiversity was investigated through eDNA metabarcoding analysis using primers targeting the P6 loop of the plastid DNA trnL (UAA) intron. Results The distribution of taxa for each sample was found to be similar between replicates. A strong congruence between the conventional morphology- and eDNA-based data of plant diversity in the studied areas was observed. All species recorded by conventional survey with DNA data deposited in the GenBank were detected through the eDNA analysis. Moreover, traces of crops, such as lettuce, maize, wheat and soybean, which were not expected and were not visually detected in the forest area, were identified. It is noteworthy that neighboring land and areas in the studied National Park were once used for crop cultivation, and even to date there is still agricultural land within a 5-10 km radius from the forest sites where the soil samples were collected. The presence of cultivated area near the forest may suggest that we are now facing agricultural intensification leading to deforestation. Land reform for agriculture usage necessitates coordinated planning in order to preserve the forest area. In that context, the eDNA-based data would be useful for influencing policies and management towards this goal.
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Affiliation(s)
- Maslin Osathanunkul
- Research Center in Bioresources for Agriculture, Industry and Medicine, Chiang Mai University, Chiang Mai, Thailand.,Faculty of Science, Department of Biology, Chiang Mai University, Chiang Mai, Thailand
| | - Nipitpong Sawongta
- Faculty of Science, Department of Biology, Chiang Mai University, Chiang Mai, Thailand
| | - Wittaya Pheera
- Faculty of Science, Department of Biology, Chiang Mai University, Chiang Mai, Thailand
| | - Nikolaos Pechlivanis
- Institute of Applied Biosciences (INAB), Centre for Research & Technology Hellas (CERTH), Thessaloniki, Greece.,Development and Molecular Biology, School of Biology, Department of Genetics, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Fotis Psomopoulos
- Institute of Applied Biosciences (INAB), Centre for Research & Technology Hellas (CERTH), Thessaloniki, Greece
| | - Panagiotis Madesis
- Institute of Applied Biosciences (INAB), Centre for Research & Technology Hellas (CERTH), Thessaloniki, Greece.,Crop Production and Rural Environment, Laboratory of Molecular Biology of Plants, Department of Agriculture, University of Thessaly, Volos, Magnesia, Greece
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14
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Jurkevitch E, Pasternak Z. A walk on the dirt: soil microbial forensics from ecological theory to the crime lab. FEMS Microbiol Rev 2021; 45:5937428. [PMID: 33098291 DOI: 10.1093/femsre/fuaa053] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 10/14/2020] [Indexed: 12/14/2022] Open
Abstract
Forensics aims at using physical evidence to solve investigations with science-based principles, thus operating within a theoretical framework. This however is often rather weak, the exception being DNA-based human forensics that is well anchored in theory. Soil is a most commonly encountered, easily and unknowingly transferred evidence but it is seldom employed as soil analyses require extensive expertise. In contrast, comparative analyses of soil bacterial communities using nucleic acid technologies can efficiently and precisely locate the origin of forensic soil traces. However, this application is still in its infancy, and is very rarely used. We posit that understanding the theoretical bases and limitations of their uses is essential for soil microbial forensics to be judiciously implemented. Accordingly, we review the ecological theory and experimental evidence explaining differences between soil microbial communities, i.e. the generation of beta diversity, and propose to integrate a bottom-up approach of interactions at the microscale, reflecting historical contingencies with top-down mechanisms driven by the geographic template, providing a potential explanation as to why bacterial communities map according to soil types. Finally, we delimit the use of soil microbial forensics based on the present technologies and ecological knowledge, and propose possible venues to remove existing bottlenecks.
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Affiliation(s)
- Edouard Jurkevitch
- Department of Plant Pathology and Microbiology, Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Zohar Pasternak
- Division of Identification and Forensic Science, Israel Police
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15
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The spatial variation of soil bacterial community assembly processes affects the accuracy of source tracking in ten major Chinese cities. SCIENCE CHINA-LIFE SCIENCES 2021; 64:1546-1559. [PMID: 33439456 DOI: 10.1007/s11427-020-1843-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 11/09/2020] [Indexed: 10/22/2022]
Abstract
Urban soils harbor billions of bacterial cells and millions of species. However, the distribution patterns and assembly processes of bacterial communities remain largely uncharacterized in urban soils. It is also unknown if we can use the bacteria to track soil sources to certain cities and districts. Here, Illumina MiSeq sequencing was used to survey soil bacterial communities from 529 random plots spanning 61 districts and 10 major cities in China. Over a 3,000 km range, community similarity declined with increasing geographic distance (Mantel r=0.62), and community composition was clustered by city (R2=0.50). Within cities (<100 km), the aforementioned biogeographic patterns were weakened. Process analysis showed that homogenizing dispersal and dispersal limitation dominated soil bacterial assembly at small and large spatial scales, respectively. Accordingly, the probabilities of accurately tracking random soil sources to certain cities and districts were 90.0% and 66.7%, respectively. When the tested samples originated from cities that were more than 1,265 km apart, the soil sources could be identified with nearly 100% accuracy. Overall, this study demonstrates the strong distance-decay relationship and the clear geographic zoning of urban soil bacterial communities among cities. The varied importance of different community assembly processes at multiple spatial scales strongly affects the accuracy of microbial source tracking.
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16
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Robinson JM, Pasternak Z, Mason CE, Elhaik E. Forensic Applications of Microbiomics: A Review. Front Microbiol 2021; 11:608101. [PMID: 33519756 PMCID: PMC7838326 DOI: 10.3389/fmicb.2020.608101] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 12/14/2020] [Indexed: 01/04/2023] Open
Abstract
The rise of microbiomics and metagenomics has been driven by advances in genomic sequencing technology, improved microbial sampling methods, and fast-evolving approaches in bioinformatics. Humans are a host to diverse microbial communities in and on their bodies, which continuously interact with and alter the surrounding environments. Since information relating to these interactions can be extracted by analyzing human and environmental microbial profiles, they have the potential to be relevant to forensics. In this review, we analyzed over 100 papers describing forensic microbiome applications with emphasis on geolocation, personal identification, trace evidence, manner and cause of death, and inference of the postmortem interval (PMI). We found that although the field is in its infancy, utilizing microbiome and metagenome signatures has the potential to enhance the forensic toolkit. However, many of the studies suffer from limited sample sizes and model accuracies, and unrealistic environmental settings, leaving the full potential of microbiomics to forensics unexplored. It is unlikely that the information that can currently be elucidated from microbiomics can be used by law enforcement. Nonetheless, the research to overcome these challenges is ongoing, and it is foreseeable that microbiome-based evidence could contribute to forensic investigations in the future.
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Affiliation(s)
- Jake M Robinson
- Department of Landscape, University of Sheffield, Sheffield, United Kingdom.,Healthy Urban Microbiome Initiative (HUMI), Adelaide, SA, Australia
| | - Zohar Pasternak
- Quality Assurance and Evidence Unit, Division of Identification and Forensic Science (DIFS), National Headquarters of the Israel Police, Jerusalem, Israel
| | - Christopher E Mason
- Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, United States.,The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, United States.,The WorldQuant Initiative for Quantitative Prediction, Weill Cornell Medicine, New York, NY, United States
| | - Eran Elhaik
- Department of Biology, Lund University, Lund, Sweden
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17
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Young JM, Linacre A. Massively parallel sequencing is unlocking the potential of environmental trace evidence. Forensic Sci Int Genet 2020; 50:102393. [PMID: 33157385 DOI: 10.1016/j.fsigen.2020.102393] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 09/03/2020] [Accepted: 09/07/2020] [Indexed: 01/16/2023]
Abstract
Massively parallel sequencing (MPS) has revolutionised the field of genomics enabling substantial advances in human DNA profiling. Further, the advent of MPS now allows biological signatures to be obtained from complex DNA mixtures and trace amounts of low biomass samples. Environmental samples serve as ideal forms of contact trace evidence as detection at a scene can establish a link between a suspect, location and victim. Many studies have applied MPS technology to characterise the biodiversity within high biomass environmental samples (such as soil and water) to address questions related to ecology, conservation, climate change and human health. However, translation of these tools to forensic science remains in its infancy, due in part to the merging of traditional forensic ecology practices with unfamiliar DNA technologies and complex datasets. In addition, people and objects also carry low biomass environmental signals which have recently been shown to reflect a specific individual or location. The sensitivity, and reducing cost, of MPS is now unlocking the power of both high and low biomass environmental DNA (eDNA) samples as useful sources of genetic information in forensic science. This paper discusses the potential of eDNA to forensic science by reviewing the most explored applications that are leading the integration of this technology into the field. We introduce novel areas of forensic ecology that could also benefit from these tools with a focus on linking a suspect to a scene or establishing provenance of an unknown sample and discuss the current limitations and validation recommendations to achieve translation of eDNA into casework.
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Affiliation(s)
- J M Young
- College of Science and Engineering, Flinders University, Adelaide, South Australia, Australia.
| | - A Linacre
- College of Science and Engineering, Flinders University, Adelaide, South Australia, Australia
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18
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Testoni SA, Melo VF, Anne Dawson L, Malakoski J, Cunico E, Junqueira Neto JA. The Use of a Sequential Extraction Technique to Characterize Soil Trace Evidence Recovered from a Spade in a Murder Case in Brazil. J Forensic Sci 2020; 65:1921-1934. [PMID: 32579744 DOI: 10.1111/1556-4029.14491] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Revised: 05/12/2020] [Accepted: 05/28/2020] [Indexed: 11/28/2022]
Abstract
Soil trace evidence can be useful in criminal investigations. A homicide which had occurred in South Brazil been concluded through the courts with a guilty conviction. A spade with soil traces adhering to it was seized from the confessed killer's house, it having been established that it had been used to bury parts of the victim's body. In the context of this confession, it provided an opportunity to test a protocol of analysis and verify the potential of discriminate soil sample analysis in such case works. This allowed us to test the practice of sequential analysis which had been developed for forensic case works in Brazil, with three sequential extractions: (i) 0.2 mol/L pH 3.0 ammonium oxalate; (ii) dithionite-citrate-bicarbonate; and (iii) 0.5 mol/L NaOH. It was possible to predict the sequence of events related to the homicide by using the sequential extraction technique and to conclude that: (i) the A horizon soil from the burial location of the torso was found to be very similar to the soil samples which had been recovered from the spade, which was able to be established despite there only being a small amount of soil adhering to the spade; (ii) the location where the legs were buried contributed a low amount of soil adhering to the spade. Therefore, it is suggested that, where possible, sequential extractions should be prioritized from a questioned sample to best provide information about the likely sequence of contact places and this test likely scenarios and criminal events.
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Affiliation(s)
- Samara Alves Testoni
- Department of Soil Science and Agricultural Engineering, Federal University of Paraná, Funcionários St. 1540, Curitiba, State of Paraná, 80035-050, Brazil
| | - Vander Freitas Melo
- Department of Soil Science and Agricultural Engineering, Federal University of Paraná, Funcionários St. 1540, Curitiba, State of Paraná, 80035-050, Brazil
| | - Lorna Anne Dawson
- Environmental and Biochemical Sciences Group, The James Hutton Institute, Craigiebuckler, Aberdeen, Scotland, AB15 8QH, U.K
| | - Joice Malakoski
- Criminalistics Institute of Paraná, Visconde de Guarapuava Avenue 2652, Curitiba, State of Paraná, 80010-100, Brazil
| | - Edimar Cunico
- Criminalistics Institute of Paraná, Visconde de Guarapuava Avenue 2652, Curitiba, State of Paraná, 80010-100, Brazil
| | - Jorge Andrade Junqueira Neto
- Criminalistics Institute of Paraná, Visconde de Guarapuava Avenue 2652, Curitiba, State of Paraná, 80010-100, Brazil
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19
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Dawson LA, Macdonald LM, Ritz K. Plant wax compounds and soil microbial DNA profiles to ascertain urban land use type. ACTA ACUST UNITED AC 2019. [DOI: 10.1144/sp492-2018-65] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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20
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Boggs LM, Scheible MKR, Machado G, Meiklejohn KA. Single Fragment or Bulk Soil DNA Metabarcoding: Which is Better for Characterizing Biological Taxa Found in Surface Soils for Sample Separation? Genes (Basel) 2019; 10:E431. [PMID: 31174412 PMCID: PMC6627524 DOI: 10.3390/genes10060431] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Revised: 06/02/2019] [Accepted: 06/05/2019] [Indexed: 12/18/2022] Open
Abstract
In forensic geology casework, sample size typically limits routine characterization of material using bulk approaches. To address this, DNA-based characterization of biological taxa has received attention, as the taxa present can be useful for sample-to-sample comparisons and source attribution. In our initial work, low biodiversity was captured when DNA barcodes were Sanger-sequenced from plant and insect fragments isolated from 10 forensic-type surface soils. Considering some forensic laboratories now have access to massively parallel sequencing platforms, we assessed whether biological taxa present in the same surface soils could be better characterized using DNA metabarcoding. To achieve this, plant and animal barcodes were amplified and sequenced on an Illumina MiniSeq for three different DNA sample types (n = 50): individual fragments used in our initial study, and 250 and 100 mg of bulk soil (from the 10 sites used in the initial study). A total of 572 unique target barcode sequences passed quality filtering and were used in downstream statistical analyses: 54, 321, and 285 for individual fragments, 100 mg, and 250 mg bulk soil samples, respectively. Plant barcodes permitted some spatial separation of sample sites in non-metric multidimensional scaling plots; better separation was obtained for samples prepared from bulk soil. This study confirmed that bulk soil DNA metabarcoding is a better approach for characterizing biological taxa present in surface soils, which could supplement traditional geologic examinations.
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Affiliation(s)
- Laura M Boggs
- Department of Population Health and Pathobiology, North Carolina State University, 1060 William Moore Drive, Raleigh, NC 27607, USA.
| | - Melissa K R Scheible
- Department of Population Health and Pathobiology, North Carolina State University, 1060 William Moore Drive, Raleigh, NC 27607, USA.
| | - Gustavo Machado
- Department of Population Health and Pathobiology, North Carolina State University, 1060 William Moore Drive, Raleigh, NC 27607, USA.
| | - Kelly A Meiklejohn
- Department of Population Health and Pathobiology, North Carolina State University, 1060 William Moore Drive, Raleigh, NC 27607, USA.
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21
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Scott K, Morgan R, Cameron N, Jones V. Freshwater diatom transfer to clothing: Spatial and temporal influences on trace evidence in forensic reconstructions. Sci Justice 2019; 59:292-305. [DOI: 10.1016/j.scijus.2018.11.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Revised: 11/04/2018] [Accepted: 11/18/2018] [Indexed: 11/29/2022]
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22
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Habtom H, Pasternak Z, Matan O, Azulay C, Gafny R, Jurkevitch E. Applying microbial biogeography in soil forensics. Forensic Sci Int Genet 2018; 38:195-203. [PMID: 30447564 DOI: 10.1016/j.fsigen.2018.11.010] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2017] [Revised: 10/10/2018] [Accepted: 11/07/2018] [Indexed: 11/28/2022]
Abstract
The ubiquity, heterogeneity and transferability of soil makes it useful as evidence in criminal investigations, especially using new methods that survey the microbial DNA it contains. However, to be used effectively and reliably, more needs to be learned about the natural distribution patterns of microbial communities in soil. In this study we examine these patterns in detail, at local to regional scales (2 m-260 km), across an environmental gradient in three different soil types. Geographic location was found to be more important than soil type in determining the microbial community composition: communities from the same site but different soil types, although significantly different from each other, were still much more similar to each other than were communities from the same soil type but from different sites. At a local scale (25-1000 m), distance-decay relationships were observed in all soil types: the farther apart two soil communities were located, even in the same soil type, the more they differed. At regional-scale distances (1-260 km), differences between communities did not increase with increased geographic distance between them, and the dominant factor determining the community profile was the physico-chemical environment, most notably annual precipitation (R2 = 0.69), soil sodium (R2 = 0.49) and soil ammonium (R2 = 0.47) levels. We introduce a likelihood-ratio framework for quantitative evaluation of soil microbial DNA profile evidence in casework. In conclusion, these profiles, along with detailed knowledge of natural soil microbial biogeography, provide valuable forensic information on soil sample comparison and allow the determination of approximate source location on large (hundreds of km) spatial scales. Moreover, at small spatial scales it may enable pinpointing the source location of a sample to within at least 25 m, regardless of soil type and environmental conditions.
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Affiliation(s)
- Habteab Habtom
- Department of Plant Pathology and Microbiology, Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Zohar Pasternak
- Department of Plant Pathology and Microbiology, Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, Israel.
| | - Ofra Matan
- Department of Plant Pathology and Microbiology, Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Chen Azulay
- Department of Plant Pathology and Microbiology, Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Ron Gafny
- Forensic Biology Laboratory, Division of Identification and Forensic Science, Israel Police, National Headquarters, Haim Bar-Lev Road, Jerusalem, Israel
| | - Edouard Jurkevitch
- Department of Plant Pathology and Microbiology, Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, Israel
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23
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Environmental microbiology: Perspectives for legal and occupational medicine. Leg Med (Tokyo) 2018; 35:34-43. [DOI: 10.1016/j.legalmed.2018.09.014] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Revised: 08/09/2018] [Accepted: 09/23/2018] [Indexed: 11/18/2022]
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24
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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: 57] [Impact Index Per Article: 9.5] [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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25
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Pasternak Z, Luchibia AO, Matan O, Dawson L, Gafny R, Shpitzen M, Avraham S, Jurkevitch E. Mitigating temporal mismatches in forensic soil microbial profiles. AUST J FORENSIC SCI 2018. [DOI: 10.1080/00450618.2018.1450897] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Affiliation(s)
- Zohar Pasternak
- Department of Plant Pathology and Microbiology, Robert H. Smith Faculty of agriculture, Food and Environment, The Hebrew University of Jerusalem , Rehovot, Israel
| | - Aineah Obed Luchibia
- Department of Plant Pathology and Microbiology, Robert H. Smith Faculty of agriculture, Food and Environment, The Hebrew University of Jerusalem , Rehovot, Israel
| | - Ofra Matan
- Department of Plant Pathology and Microbiology, Robert H. Smith Faculty of agriculture, Food and Environment, The Hebrew University of Jerusalem , Rehovot, Israel
| | | | - Ron Gafny
- Forensic Biology Laboratory, Division of Identification and Forensic Science, Israel Police, National Headquarters , Jerusalem, Israel
| | - Moshe Shpitzen
- Forensic Biology Laboratory, Division of Identification and Forensic Science, Israel Police, National Headquarters , Jerusalem, Israel
| | - Shlomit Avraham
- Forensic Biology Laboratory, Division of Identification and Forensic Science, Israel Police, National Headquarters , Jerusalem, Israel
| | - Edouard Jurkevitch
- Department of Plant Pathology and Microbiology, Robert H. Smith Faculty of agriculture, Food and Environment, The Hebrew University of Jerusalem , Rehovot, Israel
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Damaso N, Mendel J, Mendoza M, von Wettberg EJ, Narasimhan G, Mills D. Bioinformatics Approach to Assess the Biogeographical Patterns of Soil Communities: The Utility for Soil Provenance. J Forensic Sci 2018; 63:1033-1042. [PMID: 29357400 DOI: 10.1111/1556-4029.13741] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Revised: 12/26/2017] [Accepted: 12/28/2017] [Indexed: 01/23/2023]
Abstract
Soil DNA profiling has potential as a forensic tool to establish a link between soil collected at a crime scene and soil recovered from a suspect. However, a quantitative measure is needed to investigate the spatial/temporal variability across multiple scales prior to their application in forensic science. In this study, soil DNA profiles across Miami-Dade, FL, were generated using length heterogeneity PCR to target four taxa. The objectives of this study were to (i) assess the biogeographical patterns of soils to determine whether soil biota is spatially correlated with geographic location and (ii) evaluate five machine learning algorithms for their predictive ability to recognize biotic patterns which could accurately classify soils at different spatial scales regardless of seasonal collection. Results demonstrate that soil communities have unique patterns and are spatially autocorrelated. Bioinformatic algorithms could accurately classify soils across all scales with Random Forest significantly outperforming all other algorithms regardless of spatial level.
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Affiliation(s)
- Natalie Damaso
- Department of Biological Sciences, Florida International University, 11200 SW 8th Street, OE 167, Miami, FL 33199.,International Forensic Research Institute, Florida International University, 11200 SW 8th Street, OE 116, Miami, FL 33199
| | - Julian Mendel
- Department of Biological Sciences, Florida International University, 11200 SW 8th Street, OE 167, Miami, FL 33199.,International Forensic Research Institute, Florida International University, 11200 SW 8th Street, OE 116, Miami, FL 33199
| | - Maria Mendoza
- Department of Biological Sciences, Florida International University, 11200 SW 8th Street, OE 167, Miami, FL 33199.,International Forensic Research Institute, Florida International University, 11200 SW 8th Street, OE 116, Miami, FL 33199
| | - Eric J von Wettberg
- Department of Biological Sciences, Florida International University, 11200 SW 8th Street, OE 167, Miami, FL 33199.,International Center for Tropical Botany, Florida International University, 4013 South Douglas Road, Miami, FL 33133
| | - Giri Narasimhan
- Bioinformatics Research Group (BioRG), School of Computing and Information Sciences, Biomolecular Sciences Institute, Florida International University, 11200 SW 8th Street, Miami, FL 33199
| | - DeEtta Mills
- Department of Biological Sciences, Florida International University, 11200 SW 8th Street, OE 167, Miami, FL 33199.,International Forensic Research Institute, Florida International University, 11200 SW 8th Street, OE 116, Miami, FL 33199
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