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Abstract

Paracoccidioidomycosis is a severe systemic endemic mycosis caused by spp. which mainly affects individuals in Latin America. Progress in genomics has been slow, as evidenced by the incomplete reference databases available. Next-generation sequencing is a valuable tool for epidemiological surveillance and genomic characterization. With the ability to sequence long reads without the need for prior amplification, Oxford Nanopore Technology (ONT) offers several advantages, but high-quality and high-quantity DNA samples are required to achieve satisfactory results. Due to the low concentration of DNA in clinical samples and inefficient culture isolation methods, DNA extraction can be a significant barrier to genomic studies of this genus. This study proposes a method to obtain a high-coverage genome assembly for using an improved DNA extraction method suitable for sequencing with ONT. The assembly obtained was comparable in size to those constructed from available data from Illumina technology. To our knowledge, this is the first genome assembly of sp. of such a large size constructed using ONT.

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2024-10-21
2025-11-10

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References

  1. Colombo AL, Tobón A, Restrepo A, Queiroz-Telles F, Nucci M. Epidemiology of endemic systemic fungal infections in Latin America. Med Mycol 2011; 49:785–798 [View Article]
    [Google Scholar]
  2. Giusiano G, Tracogna F, Santiso G, Rojas F, Messina F et al. Clinical and demographic features of paracoccidioidomycosis in Argentina: a multicenter study analysis of 466 cases. J Fungi 2023; 9:482 [View Article] [PubMed]
    [Google Scholar]
  3. Almeida AJ, Matute DR, Carmona JA, Martins M, Torres I et al. Genome size and ploidy of Paracoccidioides brasiliensis reveals a haploid DNA content: flow cytometry and GP43 sequence analysis. Fungal Genet Biol 2007; 44:25–31 [View Article] [PubMed]
    [Google Scholar]
  4. Baer SL, Pappas PG. Hematogenously disseminated fungal infections. In Clinical Mycology, 2nd edn. Elsevier; 2009 pp 609–622 [View Article]
    [Google Scholar]
  5. Puccia R, Vallejo MC, Matsuo AL, Longo LVG. The Paracoccidioides cell wall: past and present layers toward understanding interaction with the host. Front Microbiol 2011; 2:257 [View Article] [PubMed]
    [Google Scholar]
  6. Teixeira M de M, Cattana ME, Matute DR, Muñoz JF, Arechavala A et al. Genomic diversity of the human pathogen Paracoccidioides across the South American continent. Fungal Genet Biol 2020; 140:103395 [View Article] [PubMed]
    [Google Scholar]
  7. Muñoz JF, Farrer RA, Desjardins CA, Gallo JE, Sykes S et al. Genome diversity, recombination, and virulence across the major lineages of Paracoccidioides. mSphere 2016; 1:10–128 [View Article] [PubMed]
    [Google Scholar]
  8. Muñoz JF, Gallo JE, Misas E, Priest M, Imamovic A et al. Genome update of the dimorphic human pathogenic fungi causing paracoccidioidomycosis. PLoS Negl Trop Dis 2014; 8:e3348 [View Article] [PubMed]
    [Google Scholar]
  9. Mavengere H, Mattox K, Teixeira MM, Sepúlveda VE, Gomez OM et al. Paracoccidioides genomes reflect high levels of species divergence and little interspecific gene flow. mBio 2020; 11:10–128 [View Article] [PubMed]
    [Google Scholar]
  10. Chen J, Xu F. Application of nanopore sequencing in the diagnosis and treatment of pulmonary infections. Mol Diagn Ther 2023; 27:685–701 [View Article]
    [Google Scholar]
  11. Misas E, Gómez OM, Botero V, Muñoz JF, Teixeira MM et al. Updates and comparative analysis of the mitochondrial genomes of Paracoccidioides spp. using Oxford Nanopore MinION sequencing. Front Microbiol 2020; 11:531459 [View Article] [PubMed]
    [Google Scholar]
  12. Díez S, Garcia EA, Pino PA, Botero S, Corredor GG et al. PCR with Paracoccidioides brasiliensis specific primers: potential use in ecological studies. Rev Inst Med Trop Sao Paulo 1999; 41:351–358 [View Article] [PubMed]
    [Google Scholar]
  13. Dorado Basecaller. Oxford Nanopore Technologies PLC; 2024 https://github.com/nanoporetech/dorado
  14. Leger A, Leonardi T. PycoQC, interactive quality control for Oxford Nanopore Sequencing. J Open Source Softw 2019; 4:1236 [View Article]
    [Google Scholar]
  15. Wick R. Filtlong: quality filtering tool for long reads. n.d https://github.com/rrwick/Filtlong
  16. Kolmogorov M, Yuan J, Lin Y, Pevzner PA. Assembly of long, error-prone reads using repeat graphs. Nat Biotechnol 2019; 37:540–546 [View Article] [PubMed]
    [Google Scholar]
  17. Oxford Nanopore Technology Ltd Medaka: sequence correction; 2018 https://github.com/nanoporetech/medaka
  18. Li H. Minimap2: pairwise alignment for nucleotide sequences. Bioinformatics 2018; 34:3094–3100 [View Article] [PubMed]
    [Google Scholar]
  19. Danecek P, Bonfield JK, Liddle J, Marshall J, Ohan V et al. Twelve years of SAMtools and BCFtools. Gigascience 2021; 10:giab008 [View Article] [PubMed]
    [Google Scholar]
  20. Desjardins CA, Champion MD, Holder JW, Muszewska A, Goldberg J et al. Comparative genomic analysis of human fungal pathogens causing paracoccidioidomycosis. PLoS Genet 2011; 7:e1002345 [View Article] [PubMed]
    [Google Scholar]
  21. Camacho C, Coulouris G, Avagyan V, Ma N, Papadopoulos J et al. BLAST+: architecture and applications. BMC Bioinform 2009; 10:1–9 [View Article] [PubMed]
    [Google Scholar]
  22. Guy L, Kultima JR, Andersson SGE. genoPlotR: comparative gene and genome visualization in R. Bioinformatics 2010; 26:2334–2335 [View Article] [PubMed]
    [Google Scholar]
  23. RStudio Team RStudio: integrated development environment for R; 2015 https://posit.co/products/open-source/rstudio
  24. Matute DR, McEwen JG, Puccia R, Montes BA, San-Blas G et al. Cryptic speciation and recombination in the fungus Paracoccidioides brasiliensis as revealed by gene genealogies. Mol Biol Evol 2006; 23:65–73 [View Article] [PubMed]
    [Google Scholar]
  25. Hrycyk MF, Garcia Garces H, Bosco S de MG, de Oliveira SL, Marques SA et al. Ecology of Paracoccidioides brasiliensis, P. lutzii and related species: infection in armadillos, soil occurrence and mycological aspects. Med Mycol Open Access 2018; 56:950–962 [View Article]
    [Google Scholar]
  26. Katoh K, Asimenos G, Toh H. Multiple alignment of DNA sequences with MAFFT. In Bioinformatics for DNA Sequence Analysis 2009 pp 39–64 [View Article]
    [Google Scholar]
  27. Stamatakis A. RAxML version 8: a tool for phylogenetic analysis and post-analysis of large phylogenies. Bioinformatics 2014; 30:1312–1313 [View Article] [PubMed]
    [Google Scholar]
  28. Letunic I, Bork P. Interactive Tree Of Life (iTOL) v5: an online tool for phylogenetic tree display and annotation. Nucleic Acids Res 2021; 49:W293–W296 [View Article] [PubMed]
    [Google Scholar]
  29. Earl D, Bradnam K, St John J, Darling A, Lin D et al. Assemblathon 1: a competitive assessment of de novo short read assembly methods. Genome Res 2011; 21:2224–2241 [View Article] [PubMed]
    [Google Scholar]
  30. Prjibelski A, Antipov D, Meleshko D, Lapidus A, Korobeynikov A. Using SPAdes de novo assembler. Curr Protoc Bioinform 2020; 70:e102 [View Article] [PubMed]
    [Google Scholar]
  31. Cuomo C. Paracoccidioides brasiliensis raw sequence reads. NCBI. SRA SRP077566, BioProject PRJNA322632, Run SRR4024729, Biosample SAMN05171530 and Run SRR4024733, Biosample SAMN05171521; 2016
  32. Manni M, Berkeley MR, Seppey M, Simão FA, Zdobnov EM. BUSCo update: novel and streamlined workflows along with broader and deeper phylogenetic coverage for scoring of eukaryotic, prokaryotic, and viral genomes. Mol Biol Evol 2021; 38:4647–4654 [View Article] [PubMed]
    [Google Scholar]
  33. Blin K, Shaw S, Augustijn HE, Reitz ZL, Biermann F et al. antiSMASH 7.0: new and improved predictions for detection, regulation, chemical structures and visualisation. Nucleic Acids Res 2023; 51:W46–W50 [View Article] [PubMed]
    [Google Scholar]
  34. Pinheiro BG, Hahn RC, Camargo Z de, Rodrigues AM. Molecular tools for detection and identification of Paracoccidioides species: current status and future perspectives. J Fungi 2020; 6:293 [View Article] [PubMed]
    [Google Scholar]
  35. Teixeira MM, Theodoro RC, de Carvalho MJA, Fernandes L, Paes HC et al. Phylogenetic analysis reveals a high level of speciation in the Paracoccidioides genus. Mol Phylogenet Evol 2009; 52:273–283 [View Article] [PubMed]
    [Google Scholar]
  36. Cocio TA, Nascimento E, von Zeska Kress MR, Bagagli E, Martinez R. Phylogenetic species of Paracoccidioides spp. Isolated from clinical and environmental samples in a hyperendemic area of paracoccidioidomycosis in Southeastern Brazil. J Fungi 2020; 6:132 [View Article] [PubMed]
    [Google Scholar]
  37. Bogaerts B, Van den Bossche A, Verhaegen B, Delbrassinne L, Mattheus W et al. Closing the gap: Oxford Nanopore Technologies R10 sequencing allows comparable results to Illumina sequencing for SNP-based outbreak investigation of bacterial pathogens. J Clin Microbiol 2024; 62:e01576-23 [View Article] [PubMed]
    [Google Scholar]
  38. Ni Y, Liu X, Simeneh ZM, Yang M, Li R. Benchmarking of Nanopore R10.4 and R9.4.1 flow cells in single-cell whole-genome amplification and whole-genome shotgun sequencing. Comput Struct Biotechnol J 2023; 21:2352–2364 [View Article] [PubMed]
    [Google Scholar]
  39. World Health Organization WHO fungal priority pathogens list to guide research, development and public health action. World Health Organization; 2022
  40. Caceres DH, Echeverri Tirado LC, Bonifaz A, Adenis A, Gomez BL et al. Current situation of endemic mycosis in the Americas and the Caribbean: Proceedings of the first international meeting on endemic mycoses of the Americas (IMEMA). Mycoses 2022; 65:1179–1187 [View Article] [PubMed]
    [Google Scholar]
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