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Kanthaswamy S. Review: Wildlife forensic genetics-Biological evidence, DNA markers, analytical approaches, and challenges. Anim Genet 2024; 55:177-192. [PMID: 38123142 DOI: 10.1111/age.13390] [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: 12/02/2023] [Revised: 12/02/2023] [Accepted: 12/03/2023] [Indexed: 12/23/2023]
Abstract
Wildlife-related crimes are the second most prevalent lawbreaking offense globally. This illicit trade encompasses hunting, breeding and trafficking. Besides diminishing many species and their habitats and ecosystems, hindering the economic development of local communities that depend on them, undermining the rule of law and financing terrorism, various cross-species transmissions (zoonoses) of pathogens, including COVID-19, can be attributed to wildlife crimes. Wildlife forensics applies interdisciplinary scientific analyses to support law enforcement in investigating wildlife crimes. Its main objectives are to identify the taxonomic species in question, determine if a crime has been committed, link a suspect to the crime and support the conviction and prosecution of the perpetrator. This article reviews wildlife crime and its implications, wildlife forensic science investigation, common forms of wildlife biological evidence, including DNA, wildlife DNA techniques and challenges in wildlife forensic genetics. The article also reviews the contributions of genetic markers such as short tandem repeat (STR) and mitochondrial DNA (mtDNA) markers, which provide the probative genetic data representing the bulk of DNA evidence for solving wildlife crime. This review provides an overview of wildlife DNA databases, which are critical for searching and matching forensic DNA profiles and sequences and establishing how frequent forensic DNA profiles and sequences are in a particular population or geographic region. As such, this review will contain an in-depth analysis of the current status of wildlife forensic genetics, and it will be of general interest to wildlife and conservation biologists, law enforcement officers, and academics interested in combating crimes against wildlife using animal forensic DNA methods.
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Affiliation(s)
- Sree Kanthaswamy
- School of Interdisciplinary Forensics, Arizona State University, Tempe, Arizona, USA
- California National Primate Research Center, University of California, Davis, California, USA
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2
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Doi M, Nakagawa T, Asano M. A practical workflow for forensic species identification using direct sequencing of real-time PCR products. Mol Biol Rep 2023; 51:17. [PMID: 38091117 DOI: 10.1007/s11033-023-08980-7] [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: 09/04/2023] [Accepted: 10/25/2023] [Indexed: 12/18/2023]
Abstract
BACKGROUND Forensic scientists are often required to identify species of unknown biological samples. Although methods based on sequencing of DNA barcode regions are the gold standard for species identification in single-source forensic samples, they are cumbersome to implement as routine work in forensic laboratories that perform many tests, including human DNA typing. We have developed a species identification workflow that incorporates direct sequencing with real-time PCR products (real-time PCR-direct sequencing) as the technical trick for easy testing in forensic practice. METHOD AND RESULTS Following our workflow, DNA samples from vertebrates, such as mammals, amphibians, reptiles, birds, and fish, were subjected to species identification using vertebrate universal primers targeting each of the four DNA barcode regions. In real-time PCR melting curve analysis, humans and animals (nonhuman) could be differentiated by comparing melting temperatures, and subsequent real-time PCR-direct sequencing contributed to simplified sequencing. Searches against public DNA databases using the obtained sequences were compatible with the origin of the samples, indicating that this method might be used to identify animal species at the genus level. Furthermore, this workflow was effective in actual casework, which provided rapid test results according to the needs of the investigating agencies. CONCLUSIONS The species identification workflow will simply sequence as much as possible and can be integrated into routine forensic practice. The real-time PCR-direct sequencing used in this workflow might be beneficial not only for species identification but also for DNA sequencing by using the Sanger method for a variety of life sciences.
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Affiliation(s)
- Masanori Doi
- Forensic Science Laboratory, Ehime Prefectural Police Headquarters, 2-2 Minamihoribatacho, Matsuyama, Ehime, 790-8573, Japan.
- Department of Legal Medicine, Ehime University Graduate School of Medicine, Shitsukawa, Toon, Ehime, 791-0295, Japan.
| | - Toshifumi Nakagawa
- Forensic Science Laboratory, Ehime Prefectural Police Headquarters, 2-2 Minamihoribatacho, Matsuyama, Ehime, 790-8573, Japan
| | - Migiwa Asano
- Department of Legal Medicine, Ehime University Graduate School of Medicine, Shitsukawa, Toon, Ehime, 791-0295, Japan
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3
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Harper CK. Poaching Forensics: Animal Victims in the Courtroom. Annu Rev Anim Biosci 2023; 11:269-286. [PMID: 36790886 DOI: 10.1146/annurev-animal-070722-084803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/16/2023]
Abstract
Poaching and the international trade in wildlife are escalating problems driven by poverty and greed and coordinated by increasingly sophisticated criminal networks. Biodiversity loss, caused by habitat change, is exacerbated by poaching, and species globally are facing extinction. Forensic evidence underpins human and animal criminal investigations and is critical in criminal prosecution and conviction. The application of forensic tools, particularly forensic genetics, to animal case work continues to advance, providing the systems to confront the challenges of wildlife investigations. This article discusses some of these tools, their development, and implementations, as well as recent advances. Examples of cases are provided in which forensic evidence played a key role in obtaining convictions, thus laying the foundation for the future application of techniques to disrupt the criminal networks and safeguard biodiversity through species protection.
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Affiliation(s)
- Cindy K Harper
- Veterinary Genetics Laboratory, Faculty of Veterinary Science, University of Pretoria, Onderstepoort, South Africa;
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4
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The catalyst-like role of forensic genetics in the developmental process of Hungarian wildlife forensics. FORENSIC SCIENCE INTERNATIONAL GENETICS SUPPLEMENT SERIES 2022. [DOI: 10.1016/j.fsigss.2022.10.056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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5
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Silva JM, Pratas D, Caetano T, Matos S. The complexity landscape of viral genomes. Gigascience 2022; 11:6661051. [PMID: 35950839 PMCID: PMC9366995 DOI: 10.1093/gigascience/giac079] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 05/25/2022] [Accepted: 07/26/2022] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Viruses are among the shortest yet highly abundant species that harbor minimal instructions to infect cells, adapt, multiply, and exist. However, with the current substantial availability of viral genome sequences, the scientific repertory lacks a complexity landscape that automatically enlights viral genomes' organization, relation, and fundamental characteristics. RESULTS This work provides a comprehensive landscape of the viral genome's complexity (or quantity of information), identifying the most redundant and complex groups regarding their genome sequence while providing their distribution and characteristics at a large and local scale. Moreover, we identify and quantify inverted repeats abundance in viral genomes. For this purpose, we measure the sequence complexity of each available viral genome using data compression, demonstrating that adequate data compressors can efficiently quantify the complexity of viral genome sequences, including subsequences better represented by algorithmic sources (e.g., inverted repeats). Using a state-of-the-art genomic compressor on an extensive viral genomes database, we show that double-stranded DNA viruses are, on average, the most redundant viruses while single-stranded DNA viruses are the least. Contrarily, double-stranded RNA viruses show a lower redundancy relative to single-stranded RNA. Furthermore, we extend the ability of data compressors to quantify local complexity (or information content) in viral genomes using complexity profiles, unprecedently providing a direct complexity analysis of human herpesviruses. We also conceive a features-based classification methodology that can accurately distinguish viral genomes at different taxonomic levels without direct comparisons between sequences. This methodology combines data compression with simple measures such as GC-content percentage and sequence length, followed by machine learning classifiers. CONCLUSIONS This article presents methodologies and findings that are highly relevant for understanding the patterns of similarity and singularity between viral groups, opening new frontiers for studying viral genomes' organization while depicting the complexity trends and classification components of these genomes at different taxonomic levels. The whole study is supported by an extensive website (https://asilab.github.io/canvas/) for comprehending the viral genome characterization using dynamic and interactive approaches.
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Affiliation(s)
- Jorge Miguel Silva
- Institute of Electronics and Informatics Engineering of Aveiro, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal
| | - Diogo Pratas
- Institute of Electronics and Informatics Engineering of Aveiro, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal.,Department of Electronics Telecommunications and Informatics, University of Aveiro, Campus Universitario de Santiago, 3810-193 Aveiro, Portugal.,Department of Virology, University of Helsinki, Haartmaninkatu 3, 00014 Helsinki, Finland
| | - Tânia Caetano
- Department of Biology, University of Aveiro, Campus Universitario de Santiago, 3810-193 Aveiro, Portugal
| | - Sérgio Matos
- Institute of Electronics and Informatics Engineering of Aveiro, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal.,Department of Electronics Telecommunications and Informatics, University of Aveiro, Campus Universitario de Santiago, 3810-193 Aveiro, Portugal
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Identification of volatile organic compounds in muscle tissues of different species based on Headspace-Gas-Chromatography Ion-Mobility Spectrometry. Leg Med (Tokyo) 2022; 59:102132. [DOI: 10.1016/j.legalmed.2022.102132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 07/30/2022] [Accepted: 08/03/2022] [Indexed: 11/23/2022]
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7
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Singh A, Thakur M, Kumar Sharma L, Banerjee D. African or Asiatic origin? Genome analyses solved the mystery of the hybrid origin of the rescued lion cub. Gene 2022; 817:146228. [PMID: 35063578 DOI: 10.1016/j.gene.2022.146228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Revised: 12/16/2021] [Accepted: 01/13/2022] [Indexed: 11/04/2022]
Abstract
Species assignment of any seized material using DNA analysis has been a routine and widely accepted standard procedure in providing scientific advisory for the legal prosecution of wildlife cases. Scientific advancements and rigorous application of genetic tools have led to the development of a variety of molecular markers with their defined efficacy in wildlife forensics. However, in a few unusual cases where a hybrid needs to be identified or assignment need to be made at sub-species level, mitochondrial markers often fail or else provide biased results, which can affect the overall judgment in the court of law. Here, we report one such challenging case of lion cub rescued by the law enforcement from illegal trafficking. Phylogenetic assessment based on complete mitogenome assigned rescued lion cub with African lion (Panthera leo leo). However, the TSPY gene of the Y chromosome established that the lion cub shared its paternal lineage from Asiatic lion (Panthera leo persica). With the use of maternally and paternally inherited markers, we conclude a hybrid origin of the rescued lion cub which shared ancestry from both Asiatic as well as African lion. The present study exhibits the application of genome sequencing in thinking beyond routine identification and contributes to the operating procedures of wildlife forensics.
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Affiliation(s)
- Abhishek Singh
- Zoological Survey of India, New Alipore, Kolkata 700 053, West Bengal, India.
| | - Mukesh Thakur
- Zoological Survey of India, New Alipore, Kolkata 700 053, West Bengal, India.
| | - Lalit Kumar Sharma
- Zoological Survey of India, New Alipore, Kolkata 700 053, West Bengal, India.
| | - Dhriti Banerjee
- Zoological Survey of India, New Alipore, Kolkata 700 053, West Bengal, India.
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Zenke P, Zorkóczy OK, Lehotzky P, Ózsvári L, Pádár Z. Molecular Sexing and Species Detection of Antlered European Hunting Game for Forensic Purposes. Animals (Basel) 2022; 12:ani12030246. [PMID: 35158570 PMCID: PMC8833381 DOI: 10.3390/ani12030246] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 01/14/2022] [Accepted: 01/18/2022] [Indexed: 11/25/2022] Open
Abstract
Simple Summary The reasons behind illegal hunting can be widely different. There are also tricky methods that hunters use in the attempt to legalize their illegally-acquired trophies, specifically, introducing them in later seasons, and registering the eviscerated corpses as hinds. During certain periods of the year, hunters are only able to acquire a license for the shooting of female deer exclusively, with the male-hunting season beginning later. The eviscerated and decapitated carcass of the animal delivered to the wild game processing house cold store can be falsely registered as a female based on phenotype. If the hunting association suspects that the animal’s sex has been falsely reported, a forensic genetic investigation can be proposed. In other criminal events, there are no carcasses at all. When several biological remains left on the crime scene need to be tested, a fast and cost-effective detection of a given species or species-group might be substantial before subsequent analysis. Therefore, sex and species detection can provide an early-stage credibility to the resolution of illegal activities related to trophy animals, and additionally may disclose potential poaching disputes. Abstract Molecular sexing techniques are widely applied in conservation biology, although the range of forensically validated methods is fairly limited. The primary aim of this work was to develop forensically validated assays, using two PCR panels for sex and species assignment for the abundant antlered European game species: red deer (Cervus elaphus), roe deer (Capreolus capreolus) and fallow deer (Dama dama). Segments of the SRY and Amelogenin X/Y genes for sex determination, additionally species-specific cytochrome b regions for species detection were targeted and separately amplified in two multiplex reactions. These assays can reliably analyze trace amounts of DNA. The results of both can easily be visualized and interpreted practically, either on agarose gel or by capillary electrophoresis. These simple, fast molecular assays are able to affect the early-stage resolution of disputed or unsolved poaching cases, without the need of individualization or sequencing of forensic samples.
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Affiliation(s)
- Petra Zenke
- Department of Animal Breeding and Genetics, University of Veterinary Medicine Budapest, István u. 2., H-1078 Budapest, Hungary;
- Correspondence:
| | - Orsolya Krisztina Zorkóczy
- Department of Animal Breeding and Genetics, University of Veterinary Medicine Budapest, István u. 2., H-1078 Budapest, Hungary;
| | - Pál Lehotzky
- Hungarian Hunters’ National Chamber, Medve u. 34-40., H-1027 Budapest, Hungary;
| | - László Ózsvári
- Department of Veterinary Forensics and Economics, University of Veterinary Medicine Budapest, István u. 2., H-1078 Budapest, Hungary;
| | - Zsolt Pádár
- Department of Forensic Medicine, Medical School, University of Pécs, Szigeti út 12., H-7624 Pecs, Hungary;
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Silva JM, Pratas D, Caetano T, Matos S. Feature-Based Classification of Archaeal Sequences Using Compression-Based Methods. PATTERN RECOGNITION AND IMAGE ANALYSIS 2022. [DOI: 10.1007/978-3-031-04881-4_25] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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10
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Combination of Multiple Microsatellite Analysis and Genome-Wide SNP Genotyping Helps to Solve Wildlife Crime: A Case Study of Poaching of a Caucasian tur ( Capra caucasica) in Russian Mountain National Park. Animals (Basel) 2021; 11:ani11123416. [PMID: 34944192 PMCID: PMC8697997 DOI: 10.3390/ani11123416] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 11/18/2021] [Accepted: 11/28/2021] [Indexed: 11/16/2022] Open
Abstract
Simple Summary DNA molecular techniques, including multiple microsatellite analysis and genome-wide SNP-genotyping, were used to unlock and prove the poaching of wild goats (Capra caucasica) in an area of the Caucasian mountains in Russia. Abstract Poaching is one of the major types of wildlife crime in Russia. Remnants of goats (presumably the wild endemic species, the Caucasian tur) were found in an area of the Caucasian mountains. The case study involves a suspected poacher whose vehicle was found to have two duffel bags containing pieces of a carcass, which he claimed was that of a goat from his flock. The aim of the forensic genetic analysis for this case was to (i) establish individual identity and (ii) perform species identification. DNA typing based on fourteen microsatellites revealed that STR-genotypes generated from pieces of evidence found at crime scene fully matched those obtained from the evidence seized from the suspect. The results of genome-wide SNP-genotyping, using Illumina Goat SNP50 BeadChip, provided evidence that the poached animal was a wild Caucasian tur (Capra caucasica). Thus, based on comprehensive molecular genetic analysis, evidence of poaching was obtained and sent to local authorities. To our knowledge, this case study is the first to attempt to use DNA chips in wildlife forensics of ungulates.
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Mori C, Matsumura S. Development and validation of simultaneous identification of 26 mammalian and poultry species by a multiplex assay. Int J Legal Med 2021; 136:1-12. [PMID: 34626212 DOI: 10.1007/s00414-021-02711-y] [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: 07/09/2021] [Accepted: 09/24/2021] [Indexed: 11/29/2022]
Abstract
A multiplex PCR assay was developed to simultaneously identify 22 mammalian species (alpaca, Asiatic black bear, Bactrian camel, brown rat, cat, cattle, common raccoon, dog, European rabbit, goat, horse, house mouse, human, Japanese badger, Japanese wild boar, masked palm civet, pig, raccoon dog, red fox, sheep, Siberian weasel, and sika deer) and four poultry species (chicken, domestic turkey, Japanese quail, and mallard), even from a biological sample containing a DNA mixture of multiple species. The assay was designed to identify species through multiplex PCR and capillary electrophoresis, with a combination of amplification of a partial region of the mitochondrial D-loop by universal primer sets and a partial region of the cytochrome b (cyt b) gene by species-specific primer sets. The assay was highly sensitive, with a detection limit of 100 copies of mitochondrial DNA. The assay's ability to identify species from complex DNA mixtures was demonstrated using an experimental sample consisting of 10 species. Efficacy, accuracy, and reliability of the assay were validated for use in forensic analysis with the guidelines of Scientific Working Group on DNA Analysis Methods (SWGDAM). The multiplex PCR assay developed in this study enables cost-effective, highly sensitive, and simultaneous species identification without massively parallel sequencing (MPS) platforms. Thus, the technique described is straightforward and suitable for routine forensic investigations.
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Affiliation(s)
- Chikahiro Mori
- The United Graduate School of Agricultural Science, Gifu University, 1-1 Yanagido, Gifu, 501-1193, Japan. .,Forensic Science Laboratory, Gifu Prefectural Police Headquarters, 2-1-1 Yabutaminami, Gifu, 500-8501, Japan.
| | - Shuichi Matsumura
- Faculty of Applied Biological Sciences, Gifu University, 1-1 Yanagido, Gifu, 501-1193, Japan
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Smart U, Cihlar JC, Budowle B. International Wildlife Trafficking: A perspective on the challenges and potential forensic genetics solutions. Forensic Sci Int Genet 2021; 54:102551. [PMID: 34134047 DOI: 10.1016/j.fsigen.2021.102551] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 06/03/2021] [Accepted: 06/04/2021] [Indexed: 12/29/2022]
Abstract
International wildlife trafficking (IWT) is a thriving and pervasive illegal enterprise that adversely affects modern societies. Yet, despite being globally recognized as a threat to biodiversity, national security, economy, and biosecurity, IWT remains largely unabated and is proliferating at an alarming rate. The increase in IWT is generally attributed to a lack of prioritization to curb wildlife crime through legal and scientific infrastructure. This review: (1) lays out the damaging scope and influence of IWT; (2) discusses the potential of DNA marker systems, barcodes, and emerging molecular technologies, such as long-read portable sequencing, to facilitate rapid, in situ identification of species and individuals; and (3) encourages initiatives that promote quality and innovation. Interdisciplinary collaboration promises to be one of the most effective ways forward to surmounting the complex scientific and legal challenges posed by IWT.
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Affiliation(s)
- Utpal Smart
- Center for Human Identification, University of North Texas Health Science Center, 3500 Camp, Bowie Blvd., Fort Worth, TX 76107, USA.
| | - Jennifer Churchill Cihlar
- Center for Human Identification, University of North Texas Health Science Center, 3500 Camp, Bowie Blvd., Fort Worth, TX 76107, USA; Department of Microbiology, Immunology, and Genetics, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX 76107, USA
| | - Bruce Budowle
- Center for Human Identification, University of North Texas Health Science Center, 3500 Camp, Bowie Blvd., Fort Worth, TX 76107, USA; Department of Microbiology, Immunology, and Genetics, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX 76107, USA
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Linacre A. Animal Forensic Genetics. Genes (Basel) 2021; 12:genes12040515. [PMID: 33916063 PMCID: PMC8066154 DOI: 10.3390/genes12040515] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 03/28/2021] [Accepted: 03/29/2021] [Indexed: 12/27/2022] Open
Abstract
Animal forensic genetics, where the focus is on non-human species, is broadly divided in two: domestic species and wildlife. When traces of a domestic species are relevant to a forensic investigation the question of species identification is less important, as the material comes from either a dog or a cat for instance, but more relevant may be the identification of the actual pet. Identification of a specific animal draws on similar methods to those used in human identification by using microsatellite markers. The use of cat short tandem repeats to link a cat hair to a particular cat paved the way for similar identification of dogs. Wildlife forensic science is becoming accepted as a recognised discipline. There is growing acceptance that the illegal trade in wildlife is having devasting effects on the numbers of iconic species. Loci on the mitochondrial genome are used to identify the most likely species present. Sequencing the whole locus may not be needed if specific bases can be targeted. There can be benefits of increased sensitivity using mitochondrial loci for species testing, but occasionally there is an issue if hybrids are present. The use of massively parallel DNA sequencing has a role in the identification of the ingredients of traditional medicines where studies found protected species to be present, and a potential role in future species assignments. Non-human animal forensic testing can play a key role in investigations provided that it is performed to the same standards as all other DNA profiling processes.
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Affiliation(s)
- Adrian Linacre
- College of Science & Engineering, Flinders University, Adelaide, SA 5042, Australia
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4SpecID: Reference DNA Libraries Auditing and Annotation System for Forensic Applications. Genes (Basel) 2021; 12:genes12010061. [PMID: 33401773 PMCID: PMC7824288 DOI: 10.3390/genes12010061] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 12/21/2020] [Accepted: 12/30/2020] [Indexed: 01/01/2023] Open
Abstract
Forensic genetics is a fast-growing field that frequently requires DNA-based taxonomy, namely, when evidence are parts of specimens, often highly processed in food, potions, or ointments. Reference DNA-sequences libraries, such as BOLD or GenBank, are imperative tools for taxonomic assignment, particularly when morphology is inadequate for classification. The auditing and curation of these datasets require reliable mechanisms, preferably with automated data preprocessing. Software tools were developed to grade these datasets considering as primary criterion the number of records, which is not compliant with forensic standards, where the priority is validation from independent sources. Moreover, 4SpecID is an efficient and freely available software tool developed to audit and annotate reference libraries, specifically designed for forensic applications. Its intuitive user-friendly interface virtually accesses any database and includes specific data mining functions tuned for the widespread BOLD repositories. The built tool was evaluated in laptop MacBook and a dual-Xeon server with a large BOLD dataset (Culicidae, 36,115 records), and the best execution time to grade the dataset on the laptop was 0.28 s. Datasets of Bovidae and Felidae families were used to evaluate the quality of the tool and the relevance of independent sources validation.
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Almeida JR, Pratas D, Oliveira JL. A semi-automatic methodology for analysing distributed and private biobanks. Comput Biol Med 2020; 130:104180. [PMID: 33360272 DOI: 10.1016/j.compbiomed.2020.104180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 12/14/2020] [Accepted: 12/14/2020] [Indexed: 10/22/2022]
Abstract
Privacy issues limit the analysis and cross-exploration of most distributed and private biobanks, often raised by the multiple dimensionality and sensitivity of the data associated with access restrictions and policies. These characteristics prevent collaboration between entities, constituting a barrier to emergent personalized and public health challenges, namely the discovery of new druggable targets, identification of disease-causing genetic variants, or the study of rare diseases. In this paper, we propose a semi-automatic methodology for the analysis of distributed and private biobanks. The strategies involved in the proposed methodology efficiently enable the creation and execution of unified genomic studies using distributed repositories, without compromising the information present in the datasets. We apply the methodology to a case study in the current Covid-19, ensuring the combination of the diagnostics from multiple entities while maintaining privacy through a completely identical procedure. Moreover, we show that the methodology follows a simple, intuitive, and practical scheme.
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Affiliation(s)
- João Rafael Almeida
- DETI/IEETA, University of Aveiro, Aveiro, Portugal; Department of Computation, University of A Coruña, A Coruña, Spain.
| | - Diogo Pratas
- DETI/IEETA, University of Aveiro, Aveiro, Portugal; Department of Virology, University of Helsinki, Helsinki, Finland.
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