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Microbial Forensics: Comparison of MLVA Results According to NGS Methods, and Forensic DNA Analysis Using MLVA

미생물법의학: 차세대염기서열분석 방법에 따른 MLVA 결과 비교 및 이를 활용한 DNA 감식

  • Hyeongseok Yun (Defense Advanced Science and Technology Research Institute, Agency for Defense Development) ;
  • Seungho Lee (Defense Advanced Science and Technology Research Institute, Agency for Defense Development) ;
  • Seunghyun Lim (Defense Advanced Science and Technology Research Institute, Agency for Defense Development) ;
  • Daesang Lee (Defense Advanced Science and Technology Research Institute, Agency for Defense Development) ;
  • Sehun Gu (Defense Advanced Science and Technology Research Institute, Agency for Defense Development) ;
  • Jungeun Kim (Defense Advanced Science and Technology Research Institute, Agency for Defense Development) ;
  • Juhwan Jeong (Defense Advanced Science and Technology Research Institute, Agency for Defense Development) ;
  • Seongjoo Kim (Defense Advanced Science and Technology Research Institute, Agency for Defense Development) ;
  • Gyeunghaeng Hur (Defense Advanced Science and Technology Research Institute, Agency for Defense Development) ;
  • Donghyun Song (Defense Advanced Science and Technology Research Institute, Agency for Defense Development)
  • 윤형석 (국방과학연구소 국방첨단과학기술연구원 Chem-Bio센터) ;
  • 이승호 (국방과학연구소 국방첨단과학기술연구원 Chem-Bio센터) ;
  • 임승현 (국방과학연구소 국방첨단과학기술연구원 Chem-Bio센터) ;
  • 이대상 (국방과학연구소 국방첨단과학기술연구원 Chem-Bio센터) ;
  • 구세훈 (국방과학연구소 국방첨단과학기술연구원 Chem-Bio센터) ;
  • 김정은 (국방과학연구소 국방첨단과학기술연구원 Chem-Bio센터) ;
  • 정주환 (국방과학연구소 국방첨단과학기술연구원 Chem-Bio센터) ;
  • 김성주 (국방과학연구소 국방첨단과학기술연구원 Chem-Bio센터) ;
  • 허경행 (국방과학연구소 국방첨단과학기술연구원 Chem-Bio센터) ;
  • 송동현 (국방과학연구소 국방첨단과학기술연구원 Chem-Bio센터)
  • Received : 2024.02.01
  • Accepted : 2024.05.08
  • Published : 2024.08.05

Abstract

Microbial forensics is a scientific discipline for analyzing evidence related to biological crimes by identifying the origin of microorganisms. Multiple locus variable number tandem repeat analysis(MLVA) is one of the microbiological analysis methods used to specify subtypes within a species based on the number of tandem repeat in the genome, and advances in next generation sequencing(NGS) technology have enabled in silico anlysis of full-length whole genome sequences. In this paper, we analyzed unknown samples provided by Robert Koch Institute(RKI) through The United Nations Secretary-General's Mechanism(UNSGM)'s external quality assessment exercise(EQAE) project, which we officially participated in 2023. We confirmed that the 3 unknown samples were B. anthracis through nucleic acid isolation and genetic sequence analysis studies. MLVA results on 32 loci of B. anthracis were analysed by using genome sequences obtained from NGS(NextSeq and MinION) and Sanger sequencing. The MLVA typing using short-reads based NGS platform(NextSeq) showed a high probability of causing assembly error when a size of the tandem repeats was grater than 200 bp, while long-reads based NGS platform(MinION) showed higher accuracy than NextSeq, although insertion and deletion was observed. We also showed hybrid assembly can correct most indel error caused by MinION. Based on the MLVA results, genetic identification was performed compared to the 2,975 published MLVA databases of B. anthracis, and MLVA results of 10 strains were identical with 3 unkonwn samples. As a result of whole genome alignment of the 10 strains and 3 unknown samples, all samples were identified as B. anthracis strain A4564 which is associated with injectional anthrax isolates in heroin users.

Keywords

Acknowledgement

본 논문은 2024년 정부의 재원으로 국방과학연구소에서 수행한 연구결과임(912A01201).

References

  1. Schmedes S, Budowle B. Microbial Forensics. Encyclopedia of Microbiology. 2019:134-45. doi: 10.1016/B978-0-12-801238-3.02483-1. 
  2. Microbial Forensics: A Scientific Assessment: This report is based on a colloquium sponsored by the American Academy of Microbiology held June 7-9, 2002, in Burlington, Vermont. Washington (DC): American Society for Microbiology; 2003. 
  3. Boers SA, van der Reijden WA, Jansen R. High-throughput multilocus sequence typing: bringing molecular typing to the next level. PLoS One. 2012;7(7):e39630. 
  4. Foley SL, Lynne AM, Nayak R. Molecular typing methodologies for microbial source tracking and epidemiological investigations of Gram-negative bacterial foodborne pathogens. Infect Genet Evol. 2009 Jul;9(4):430-40. 
  5. Kuiper I. Microbial forensics: next-generation sequencing as catalyst: The use of new sequencing technologies to analyze whole microbial communities could become a powerful tool for forensic and criminal investigations. EMBO Rep. 2016 Aug;17(8):1085-7. 
  6. Schmedes SE, Sajantila A, Budowle B. Expansion of Microbial Forensics. J Clin Microbiol. 2016 Aug;54(8):1964-74. 
  7. Perez-Losada M, Arenas M, Castro-Nallar E. Microbial sequence typing in the genomic era. Infect Genet Evol. 2018 Sep;63:346-359. 
  8. Paco A, Freitas R, Vieira-da-Silva A. Conversion of DNA Sequences: From a Transposable Element to a Tandem Repeat or to a Gene. Genes(Basel). 2019 Dec 5;10(12):1014. 
  9. Richard G.F., Kerrest A., Dujon B. Comparative genomics and molecular dynamics of DNA repeats in eukaryotes. Microbiol. Mol. Biol. Rev. 2008;72:686-72 
  10. Lindstedt BA. Multiple-locus variable number tandem repeats analysis for genetic fingerprinting of pathogenic bacteria. Electrophoresis. 2005 Jun;26(13):2567-82. 
  11. Glenn TC. Field guide to next-generation DNA sequencers. Mol Ecol Resour. 2011 Sep;11(5):759-69. 
  12. Bentley DR, et al. Accurate whole human genome sequencing using reversible terminator chemistry. Nature. 2008 Nov 6;456(7218):53-9. 
  13. Olasagasti F, Lieberman KR, Benner S, Cherf GM, Dahl JM, Deamer DW, Akeson M. Replication of individual DNA molecules under electronic control using a protein nanopore. Nat Nanotechnol. 2010 Nov;5(11):798-806. 
  14. Eid J, et al. Real-time DNA sequencing from single polymerase molecules. Science. 2009 Jan 2;323(5910):133-8. 
  15. Weirather JL, de Cesare M, Wang Y, Piazza P, Sebastiano V, Wang XJ, Buck D, Au KF. Comprehensive comparison of Pacific Biosciences and Oxford Nanopore Technologies and their applications to transcriptome analysis. F1000Res. 2017 Feb 3;6:100. 
  16. Rhoads A, Au KF. PacBio Sequencing and Its Applications. Genomics Proteomics Bioinformatics. 2015 Oct;13(5):278-89. 
  17. Appelt S, Rohleder AM, Invernizzi C, Mikulak R, Brinkmann A, Nitsche A, Kruger M, Dorner MB, Dorner BG, Scholz HC, Grunow R. Strengthening the United Nations Secretary-General's Mechanism to an alleged use of bioweapons through a quality-assured laboratory response. Nat Commun. 2021 May 25;12(1):3078. 
  18. Thierry S, Tourterel C, Le Fleche P, Derzelle S, Dekhil N, Mendy C, Colaneri C, Vergnaud G, Madani N. Genotyping of French Bacillus anthracis strains based on 31-loci multi locus VNTR analysis: epidemiology, marker evaluation, and update of the internet genotype database. PLoS One. 2014 Jun 5;9(6):e95131. 
  19. Grunow R, Verbeek L, Jacob D, Holzmann T, Birkenfeld G, Wiens D, von Eichel-Streiber L, Grass G, Reischl U. Injection anthrax--a new outbreak in heroin users. Dtsch Arztebl Int. 2012 Dec;109(49):843-8. 
  20. Keim P, Grunow R, Vipond R, Grass G, Hoffmaster A, Birdsell DN, Klee SR, Pullan S, Antwerpen M, Bayer BN, Latham J, Wiggins K, Hepp C, Pearson T, Brooks T, Sahl J, Wagner DM. Whole Genome Analysis of Injectional Anthrax Identifies Two Disease Clusters Spanning More Than 13 Years. EBioMedicine. 2015 Oct 6;2(11):1613-8. 
  21. Linde J, Brangsch H, H?lzer M, Thomas C, Elschner MC, Melzer F, Tomaso H. Comparison of Illumina and Oxford Nanopore Technology for genome analysis of Francisella tularensis, Bacillus anthracis, and Brucella suis. BMC Genomics. 2023 May 12;24(1):258. 
  22. Shevtsov V, Kairzhanova A, Shevtsov A, Shustov A, Kalendar R, Abdrakhmanov S, Lukhnova L, Izbanova U, Ramankulov Y, Vergnaud G. Genetic diversity of Francisella tularensis subsp. holarctica in Kazakhstan. PLoS Negl Trop Dis. 2021 May 17;15(5):e0009419.