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Filip E, Strzała T, Stępień E, Cembrowska-Lech D. Universal mtDNA fragment for Cervidae barcoding species identification using phylogeny and preliminary analysis of machine learning approach. Sci Rep 2023; 13:9133. [PMID: 37277428 PMCID: PMC10241948 DOI: 10.1038/s41598-023-35637-z] [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: 02/01/2023] [Accepted: 05/21/2023] [Indexed: 06/07/2023] Open
Abstract
The aim of the study was to use total DNA obtained from bone material to identify species of free-living animals based on the analysis of mtDNA fragments by molecular methods using accurate bioinformatics tools Bayesian approach and the machine learning approach. In our research, we present a case study of successful species identification based on degraded samples of bone, with the use of short mtDNA fragments. For better barcoding, we used molecular and bioinformatics methods. We obtained a partial sequence of the mitochondrial cytochrome b (Cytb) gene for Capreolus capreolus, Dama dama, and Cervus elaphus, that can be used for species affiliation. The new sequences have been deposited in GenBank, enriching the existing Cervidae mtDNA base. We have also analysed the effect of barcodes on species identification from the perspective of the machine learning approach. Machine learning approaches of BLOG and WEKA were compared with distance-based (TaxonDNA) and tree-based (NJ tree) methods based on the discrimination accuracy of the single barcodes. The results indicated that BLOG and WEKAs SMO classifier and NJ tree performed better than TaxonDNA in discriminating Cervidae species, with BLOG and WEKAs SMO classifier performing the best.
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Affiliation(s)
- Ewa Filip
- Institute of Biology, University of Szczecin, Wąska 13, 71-415, Szczecin, Poland.
- The Centre for Molecular Biology and Biotechnology, University of Szczecin, Szczecin, Poland.
| | - Tomasz Strzała
- Department of Genetics, Faculty of Biology and Animal Science, Wrocław University of Environmental and Life Sciences, Wrocław, Poland
| | - Edyta Stępień
- Institute of Marine and Environmental Sciences, University of Szczecin, Adama Mickiewicza 16, 70-383, Szczecin, Poland
| | - Danuta Cembrowska-Lech
- Institute of Biology, University of Szczecin, Wąska 13, 71-415, Szczecin, Poland
- Sanprobi Sp. z o. o. Sp. k., Kurza Stopka 5C, 70-535, Szczecin, Poland
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Mitochondrial genes as strong molecular markers for species identification. THE NUCLEUS 2022. [DOI: 10.1007/s13237-022-00393-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
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Mukantayev K, Kanayev D, Zhumabekova S, Shevtsov A, Tursunov K, Mukanov K, Ramankulov Y. Optimization of polymerase chain reaction for the identification of Roe deer, Saiga, and Siberian stag living in Kazakhstan. Vet World 2022; 15:2067-2071. [PMID: 36313838 PMCID: PMC9615498 DOI: 10.14202/vetworld.2022.2067-2071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 07/20/2022] [Indexed: 11/16/2022] Open
Abstract
Background and Aim: One of the reasons for the decline in the number of wild species of artiodactyls is poaching and the illegal trading of animal products. Molecular genetic identification of animals from a biological sample effectively proves poaching cases and illegal trade of animal products. This study aimed to develop a polymerase chain reaction (PCR) test that allows for species identification of artiodactyl animals that are most often subject to poaching. Materials and Methods: Genomic DNA was extracted from meat and blood samples of animals killed by poachers using commercial kits. Three pairs of primers were designed and used to amplify the cytochrome b gene fragment of Roe deer, Saiga antelope, and Siberian stag. Results: The proposed protocol allows amplification of specific PCR products of 542 bp with Roe deer DNA, 587 bp with Saiga DNA, and 525 bp with Siberian stag DNA. Specificity analysis showed no cross activity with DNA from other animal species. The detection limit of PCR ranged from 15.6 pg to 1.9 pg of DNA in 25 mL of the reaction mixture. Conclusion: Sequencing the amplified products and subsequent comparison with the corresponding reference sequence showed a similarity ranging from 99.99% to 100%. The PCR based on the developed primers demonstrated high sensitivity and specificity when using DNA from homogeneous and heterogeneous animals.
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Affiliation(s)
- Kanatbek Mukantayev
- Laboratory of Immunochemistry and Immunobiotechnology, National Center for Biotechnology, Nur-Sultan, Kazakhstan
| | - Darkhan Kanayev
- Laboratory of Immunochemistry and Immunobiotechnology, National Center for Biotechnology, Nur-Sultan, Kazakhstan
| | - Sholpan Zhumabekova
- Laboratory of Immunochemistry and Immunobiotechnology, National Center for Biotechnology, Nur-Sultan, Kazakhstan
| | - Alexander Shevtsov
- Laboratory of Applied Genetics, National Center for Biotechnology, Nur-Sultan, Kazakhstan
| | - Kanat Tursunov
- Laboratory of Immunochemistry and Immunobiotechnology, National Center for Biotechnology, Nur-Sultan, Kazakhstan
| | - Kasim Mukanov
- Laboratory of Applied Genetics, National Center for Biotechnology, Nur-Sultan, Kazakhstan
| | - Yerlan Ramankulov
- Laboratory of Applied Genetics, National Center for Biotechnology, Nur-Sultan, Kazakhstan
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Ghosh A, Basu S, Jabin G, Khatri H, Singh SK, Maheswaran G, Chandra K, Thakur M. Wildlife forensics in voiding false offences: A case study to deal with unidentified cooked meat. FORENSIC SCIENCE INTERNATIONAL: REPORTS 2019. [DOI: 10.1016/j.fsir.2019.100011] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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Andrejevic M, Markovic MK, Bursac B, Mihajlovic M, Tanasic V, Kecmanovic M, Keckarevic D. Identification of a broad spectrum of mammalian and avian species using the short fragment of the mitochondrially encoded cytochrome b gene. Forensic Sci Med Pathol 2019; 15:169-177. [PMID: 30806911 DOI: 10.1007/s12024-019-00096-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/09/2019] [Indexed: 11/24/2022]
Abstract
Mitochondrial DNA (mtDNA), especially the gene for cytochrome b (MT-CYB), has been found to be highly informative for species identification. In this study, we present the results of the analysis of a 127 bp long fragment of MT-CYB, amplified using universal primers, variable enough to be used for species identification and discrimination, even in highly degraded animal samples. The total number of analyzed species in this study was 30, including 17 mammalian and 13 bird species. Using a newly created primer pair, we successfully amplified and sequenced the target sequence in almost all tested species. The amplification was incomplete in just two species, and as a result, partial, but still variable sequences, were obtained. Using the target fragment we successfully identified all tested samples. Initial results suggested that the intraspecies genetic diversity of the target region, in all tested species, was low - from 0 to 4.72%. The interspecies genetic diversity of the target region, crucial for successful discrimination, showed relatively high diversity, ranging from 8.36% to 42.52%. Given its short length, the target region should be used for species determination, particularly in samples that are degraded or are low in DNA quantity.
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Affiliation(s)
| | - Milica Keckarevic Markovic
- Faculty of Biology, Center for Forensic and Applied Molecular Genetics, University of Belgrade, Studentski trg 3, Belgrade, 11000, Serbia.
| | - Biljana Bursac
- Institute for Biological Research "Sinisa Stankovic", University of Belgrade, Belgrade, 11000, Serbia
| | - Milica Mihajlovic
- Faculty of Biology, Center for Forensic and Applied Molecular Genetics, University of Belgrade, Studentski trg 3, Belgrade, 11000, Serbia
| | - Vanja Tanasic
- Faculty of Biology, Center for Forensic and Applied Molecular Genetics, University of Belgrade, Studentski trg 3, Belgrade, 11000, Serbia
| | - Miljana Kecmanovic
- Faculty of Biology, Center for Forensic and Applied Molecular Genetics, University of Belgrade, Studentski trg 3, Belgrade, 11000, Serbia
| | - Dusan Keckarevic
- Faculty of Biology, Center for Forensic and Applied Molecular Genetics, University of Belgrade, Studentski trg 3, Belgrade, 11000, Serbia
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Ghosh A, Basu S, Khatri H, Chandra K, Thakur M. Ascertaining species of origin from confiscated meat using DNA forensics. MITOCHONDRIAL DNA PART B 2019. [DOI: 10.1080/23802359.2018.1544041] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Avijit Ghosh
- Centre for DNA Taxonomy, Zoological Survey of India, New Alipore, Kolkata, West Bengal, India
| | - Sambadeb Basu
- Centre for DNA Taxonomy, Zoological Survey of India, New Alipore, Kolkata, West Bengal, India
| | - Hiren Khatri
- Centre for DNA Taxonomy, Zoological Survey of India, New Alipore, Kolkata, West Bengal, India
| | - Kailash Chandra
- Centre for DNA Taxonomy, Zoological Survey of India, New Alipore, Kolkata, West Bengal, India
| | - Mukesh Thakur
- Centre for DNA Taxonomy, Zoological Survey of India, New Alipore, Kolkata, West Bengal, India
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McCord BR, Gauthier Q, Cho S, Roig MN, Gibson-Daw GC, Young B, Taglia F, Zapico SC, Mariot RF, Lee SB, Duncan G. Forensic DNA Analysis. Anal Chem 2019; 91:673-688. [PMID: 30485738 DOI: 10.1021/acs.analchem.8b05318] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Bruce R McCord
- Department of Chemistry , Florida International University , Miami , Florida 33199 , United States
| | - Quentin Gauthier
- Department of Chemistry , Florida International University , Miami , Florida 33199 , United States
| | - Sohee Cho
- Department of Forensic Medicine , Seoul National University , Seoul , 08826 , South Korea
| | - Meghan N Roig
- Department of Chemistry , Florida International University , Miami , Florida 33199 , United States
| | - Georgiana C Gibson-Daw
- Department of Chemistry , Florida International University , Miami , Florida 33199 , United States
| | - Brian Young
- Niche Vision, Inc. , Akron , Ohio 44311 , United States
| | - Fabiana Taglia
- Department of Chemistry , Florida International University , Miami , Florida 33199 , United States
| | - Sara C Zapico
- Department of Chemistry , Florida International University , Miami , Florida 33199 , United States
| | - Roberta Fogliatto Mariot
- Department of Chemistry , Florida International University , Miami , Florida 33199 , United States
| | - Steven B Lee
- Forensic Science Program, Justice Studies Department , San Jose State University , San Jose , California 95192 , United States
| | - George Duncan
- Department of Chemistry , Florida International University , Miami , Florida 33199 , United States
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