Submitted:
01 December 2023
Posted:
01 December 2023
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Sample Collection and Gross Pathology
2.2. Histopathology
2.3. DNA Extraction and PCR
2.4. Bacterial Isolation
2.5. Whole Genome Sequencing (WGS) and Bioinformatic Analysis
3. Results
3.1. Laboratory Analysis of Clinical Cases
3.2. Gross Pathology
3.3. Histopathology
3.4. Pan-Genome Characterization
3.5. Phylogenomics
3.6. Insertion Sequences and Restriction-Modification System Abundance
3.7. Virulence Factors
3.8. Characterization of Plasmids
3.9. Antibiotic Resistance Factors
4. Discussion
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Martin-Carnahan, A.; Joseph, S.W. Aeromonas. In Bergey’s Manual of Systematics of Archaea and Bacteria; Whitman, W.B., Ed.; Wiley: New York, NY, USA, 2015; pp. 1–44, ISBN 978-1-118-96060-8.
- Austin, D.A.; McIntosh, D.; Austin, B. Taxonomy of Fish Associated Aeromonas Spp., with the Description of Aeromonas salmonicida Subsp. Smithia Subsp. Nov. Syst. Appl. Microbiol. 1989, 11, 277–290. [CrossRef]
- Bernoth, E.-M. Furunculosis: Multidisciplinary Fish Disease Research; Academic Press: San Diego, CA, USA, 1997; ISBN 978-0-12-093040-1.
- Emmerich, R. Über Eine Durch Bacterien Erzeugte Seuche Unter Den Forellen; 1894.
- KIMURA, T. A New Subspecies of Aeromonas Salmonicida as an Etiological Agent of Furunculosis on “Sakuramasu” (Oncorhynchus masou) and Pink salmon (O. gorbuscha) Rearing for Maturity. Part 1. On the Morphological and Physiological Properties. Fish Pathol. 1969, 3, 34–44.
- KIMURA, T. A New Subspecies of Aeromonas Salmonicida as an Etiological Agent of Furunculosis on “Sakuramasu”(Oncorhynchus masou) and Pink Salmon (O. gorbuscha) Rearing for Maturity Part 2 On the Serological Properties. Fish Pathol. 1969, 3, 45–52.
- Mccarthy, D.H. FISH FURUNCULOSIS CAUSED BY Aeromonas salmonicida VAR. achromogenes. J. Wildl. Dis. 1975, 11, 489–493. [CrossRef]
- Smith, I.W. The Classification of “Bacterium Salmonicida”. J. Gen. Microbiol. 1963, 33, 263–274. [CrossRef]
- Pavan, M.E.; Abbott, S.L.; Zorzópulos, J.; Janda, J.M. Aeromonas salmonicida Subsp. Pectinolytica Subsp. Nov., a New Pectinase-Positive Subspecies Isolated from a Heavily Polluted River. Int. J. Syst. Evol. Microbiol. 2000, 50, 1119–1124. [CrossRef]
- Austin, B.; Austin, D.A. Aeromonadaceae Representative (Aeromonas Salmonicida). In Bacterial Fish Pathogens; Springer: Dordrecht, The Netherlands, 2012; pp. 147–228, ISBN 978-94-007-4883-5.
- Beaz, R.; Jos, M. Molecular Detection and Characterization of Furunculosis and Other Aeromonas Fish Infections. In Health and Environment in Aquaculture; Carvalho, E., Ed.; InTech: London, UK, 2012; ISBN 978-953-51-0497-1.
- Menanteau-Ledouble, S.; Kumar, G.; Saleh, M.; El-Matbouli, M. Aeromonas Salmonicida: Updates on an Old Acquaintance. Dis. Aquat. Organ. 2016, 120, 49–68. [CrossRef]
- Bravo, S. Atypical Furunculosis in Atlantic salmon. 1999.
- Godoy, M.; Gherardelli, V.; Heisinger, A.; Fernández, J.; Olmos, P.; Ovalle, L.; Ilardi, P.; Avendaño-Herrera, R. First Description of Atypical Furunculosis in Freshwater Farmed Atlantic salmon, Salmo Salar L., in Chile. J. Fish Dis. 2010, 33, 441–449. [CrossRef]
- Emond-Rheault, J.-G.; Vincent, A.T.; Trudel, M.V.; Brochu, F.; Boyle, B.; Tanaka, K.H.; Attéré, S.A.; Jubinville, É.; Loch, T.P.; Winters, A.D.; et al. Variants of a Genomic Island in Aeromonas salmonicida Subsp. Salmonicida Link Isolates with Their Geographical Origins. Vet. Microbiol. 2015, 175, 68–76. [CrossRef]
- Gulla, S.; Bayliss, S.; Björnsdóttir, B.; Dalsgaard, I.; Haenen, O.; Jansson, E.; McCarthy, U.; Scholz, F.; Vercauteren, M.; Verner-Jeffreys, D.; et al. Biogeography of the Fish Pathogen Aeromonas Salmonicida Inferred by vapA Genotyping. FEMS Microbiol. Lett. 2019, 366, fnz074. [CrossRef]
- Vasquez, I.; Hossain, A.; Gnanagobal, H.; Valderrama, K.; Campbell, B.; Ness, M.; Charette, S.J.; Gamperl, A.K.; Cipriano, R.; Segovia, C.; et al. Comparative Genomics of Typical and Atypical Aeromonas Salmonicida Complete Genomes Revealed New Insights into Pathogenesis Evolution. Microorganisms 2022, 10, 189. [CrossRef]
- Long, M.; Fan, H.; Gan, Z.; Jiang, Z.; Tang, S.; Xia, H.; Lu, Y. Comparative Genomic Analysis Provides Insights into Taxonomy and Temperature Adaption of Aeromonas salmonicida. J. Fish Dis. 2023, 46, 545–561. [CrossRef]
- Roh, H.; Kannimuthu, D. Comparative Resistome Analysis of Aeromonas Species in Aquaculture Reveals Antibiotic Resistance Patterns and Phylogeographic Distribution. Environ. Res. 2023, 239, 117273. [CrossRef]
- Bickle, T.A.; Krüger, D.H. Biology of DNA Restriction. Microbiol. Rev. 1993, 57, 434–450. [CrossRef]
- Pingoud, A.; Fuxreiter, M.; Pingoud, V.; Wende, W. Type II Restriction Endonucleases: Structure and Mechanism. Cell. Mol. Life Sci. 2005, 62, 685–707. [CrossRef]
- Roberts, R.J. A Nomenclature for Restriction Enzymes, DNA Methyltransferases, Homing Endonucleases and Their Genes. Nucleic Acids Res. 2003, 31, 1805–1812. [CrossRef]
- Murray, N.E. Immigration Control of DNA in Bacteria: Self versus Non-Self. Microbiology 2002, 148, 3–20. [CrossRef]
- Sayers, E.W.; Bolton, E.E.; Brister, J.R.; Canese, K.; Chan, J.; Comeau, D.C.; Connor, R.; Funk, K.; Kelly, C.; Kim, S.; et al. Database Resources of the National Center for Biotechnology Information. Nucleic Acids Res. 2022, 50, D20–D26. [CrossRef]
- Noga, E.J. Fish Disease: Diagnosis and Treatment, 2nd ed.; Wiley-Blackwell: Oxford, UK, 2010; ISBN 978-0-8138-0697-6.
- Prophet, E.; Armed Forces Institute of Pathology (U.S.). In Laboratory Methods in Histotechnology, 7th ed.; American Registry of Pathology: Arlington, TX, USA, 1992.
- Keeling, S.E.; Brosnahan, C.L.; Johnston, C.; Wallis, R.; Gudkovs, N.; McDonald, W.L. Development and Validation of a Real-time PCR Assay for the Detection of A Eromonas salmonicida. J. Fish Dis. 2013, 36, 495–503. [CrossRef]
- Zhao, J.; Vendramin, N.; Cuenca, A.; Polinski, M.; Hawley, L.M.; Garver, K.A. Pan-Piscine Orthoreovirus (PRV) Detection Using Reverse Transcription Quantitative PCR. Pathogens 2021, 10, 1548. [CrossRef]
- Snow, M.; McKay, P.; McBeath, A.J.A.; Black, J.; Doig, F.; Kerr, R.; Cunningham, C.O.; Nylund, A.; Devold, M. Development, Application and Validation of a Taqman Real-Time RT-PCR Assay for the Detection of Infectious Salmon Anaemia Virus (ISAV) in Atlantic salmon (Salmo salar). Dev. Biol. 2006, 126, 133–145; discussion 325-326.
- Ingerslev, H.-C.; Rønneseth, A.; Pettersen, E.F.; Wergeland, H.I. Differential Expression of Immune Genes in Atlantic salmon (Salmo Salar L.) Challenged Intraperitoneally or by Cohabitation with IPNV. Scand. J. Immunol. 2009, 69, 90–98. [CrossRef]
- Koren, S.; Walenz, B.P.; Berlin, K.; Miller, J.R.; Bergman, N.H.; Phillippy, A.M. Canu: Scalable and Accurate Long-Read Assembly via Adaptive k -Mer Weighting and Repeat Separation. Genome Res. 2017, 27, 722–736. [CrossRef]
- Kolmogorov, M.; Yuan, J.; Lin, Y.; Pevzner, P.A. Assembly of Long, Error-Prone Reads Using Repeat Graphs. Nat. Biotechnol. 2019, 37, 540–546. [CrossRef]
- Chen, S.; Zhou, Y.; Chen, Y.; Gu, J. Fastp: An Ultra-Fast All-in-One FASTQ Preprocessor. Bioinformatics 2018, 34, i884–i890. [CrossRef]
- Wick, R.R.; Judd, L.M.; Gorrie, C.L.; Holt, K.E. Unicycler: Resolving Bacterial Genome Assemblies from Short and Long Sequencing Reads. PLoS Comput. Biol. 2017, 13, e1005595. [CrossRef]
- Gurevich, A.; Saveliev, V.; Vyahhi, N.; Tesler, G. QUAST: Quality Assessment Tool for Genome Assemblies. Bioinformatics 2013, 29, 1072–1075. [CrossRef]
- Seemann, T. Prokka: Rapid Prokaryotic Genome Annotation. Bioinformatics 2014, 30, 2068–2069. [CrossRef]
- Bayliss, S.C.; Thorpe, H.A.; Coyle, N.M.; Sheppard, S.K.; Feil, E.J. PIRATE: A Fast and Scalable Pangenomics Toolbox for Clustering Diverged Orthologues in Bacteria. GigaScience 2019, 8, giz119. [CrossRef]
- Seemann, T. Snippy: Fast Bacterial Variant Calling from NGS Reads 2015. https://github.com/tseemann/snippy accessed on 01 October 2023.
- Nguyen, L.-T.; Schmidt, H.A.; Von Haeseler, A.; Minh, B.Q. IQ-TREE: A Fast and Effective Stochastic Algorithm for Estimating Maximum-Likelihood Phylogenies. Mol. Biol. Evol. 2015, 32, 268–274. [CrossRef]
- Kalyaanamoorthy, S.; Minh, B.Q.; Wong, T.K.F.; Von Haeseler, A.; Jermiin, L.S. ModelFinder: Fast Model Selection for Accurate Phylogenetic Estimates. Nat. Methods 2017, 14, 587–589. [CrossRef]
- Hoang, D.T.; Chernomor, O.; Von Haeseler, A.; Minh, B.Q.; Vinh, L.S. UFBoot2: Improving the Ultrafast Bootstrap Approximation. Mol. Biol. Evol. 2018, 35, 518–522. [CrossRef]
- 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. [CrossRef]
- Liu, B.; Zheng, D.; Jin, Q.; Chen, L.; Yang, J. VFDB 2019: A Comparative Pathogenomic Platform with an Interactive Web Interface. Nucleic Acids Res. 2019, 47, D687–D692. [CrossRef]
- Alcock, B.P.; Raphenya, A.R.; Lau, T.T.Y.; Tsang, K.K.; Bouchard, M.; Edalatmand, A.; Huynh, W.; Nguyen, A.-L.V.; Cheng, A.A.; Liu, S.; et al. CARD 2020: Antibiotic Resistome Surveillance with the Comprehensive Antibiotic Resistance Database. Nucleic Acids Res. 2019, 48, gkz935. [CrossRef]
- Siguier, P. ISfinder: The Reference Centre for Bacterial Insertion Sequences. Nucleic Acids Res. 2006, 34, D32–D36. [CrossRef]
- Roberts, R.J.; Vincze, T.; Posfai, J.; Macelis, D. REBASE: A Database for DNA Restriction and Modification: Enzymes, Genes and Genomes. Nucleic Acids Res. 2023, 51, D629–D630. [CrossRef]
- Altschul, S.F.; Gish, W.; Miller, W.; Myers, E.W.; Lipman, D.J. Basic Local Alignment Search Tool. J. Mol. Biol. 1990, 215, 403–410. [CrossRef]
- Grant, J.R.; Enns, E.; Marinier, E.; Mandal, A.; Herman, E.K.; Chen, C.; Graham, M.; Van Domselaar, G.; Stothard, P. Proksee: In-Depth Characterization and Visualization of Bacterial Genomes. Nucleic Acids Res. 2023, 51, W484–W492. [CrossRef]
- Sibley, M.H. Cassette-like Variation of Restriction Enzyme Genes in Escherichia Coli C and Relatives. Nucleic Acids Res. 2004, 32, 522–534. [CrossRef]
- Corvaglia, A.R.; François, P.; Hernandez, D.; Perron, K.; Linder, P.; Schrenzel, J. A Type III-like Restriction Endonuclease Functions as a Major Barrier to Horizontal Gene Transfer in Clinical Staphylococcus aureus Strains. Proc. Natl. Acad. Sci. USA 2010, 107, 11954–11958. [CrossRef]









| Case ID | 4978 | 4988 | 5131 | 7003 | 7031 | 7081 | 7088 | 7124 | 7167 | 7175 | 7174 | 7215 | 7216 | 7214 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Date | 10-Mar | 14-Mar | 11-May | 23-May | 03-Jun | 23-Jun | 30-Jun | 21-Jul | 08-Aug | 12-Aug | 12-Aug | 18-Aug | 24-Aug | 25-Aug |
| Region | X | X | X | X | X | XII | XII | XII | X | X | X | XII | XII | X |
| Salinity | FW | FW | BW | FW | FW | BW | BW | BW | BW | BW | FW | BW | BW | BW |
| Development stage | Pre-smolt | Pre-smolt | Pre-smolt | Pre-smolt | Pre-smolt | Pre-smolt | Pre-smolt | Pre-smolt | Pre-smolt | Pre-smolt | Pre-smolt | Pre-smolt | Pre-smolt | Pre-smolt |
| Fish sampled | 20 | 7 | 10 | 30 | 6 | 7 | 7 | 10 | 10 | 11 | 24 | 1 | 1 | 1 |
| Average ASA Ct | 22.8 | 26.1 | 29.2 | 28.4 | 23.8 | 27.5 | 26.2 | 24.4 | 27.1 | 29.8 | 21.4 | 26.1 | 32.8 | 22.5 |
| Coinfection | PRV | IPNV | IPNV | R. salmoninarum | PRV | IPNV-F.psy | IPNV-PRV | IPNV-PRV | - | - | IPNV-PRV | - | - | - |
| Bacterial isolation | Positive | Positive | Positive | - | - | - | - | - | Positive | - | - | - | - | - |
| GenBank accession | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| Case ID | 7198 | 7213 | 7217 | 7385 | 7388 | 7387 | 7412 | 7416 | 7435 | CIBA-5017 | ASA04 | ASA05 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Date | 26-Aug | 26-Aug | 06-Sept | 20-Oct | 21-Oct | 21-Oct | 27-Oct | 28-Oct | 04-Nov | 25-Mar | 22-Nov | 23-Nov |
| Region | X | X | X | X | X | X | X | X | X | X | X | X |
| Salinity | FW | FW | FW | FW | BW | FW | FW | FW | BW | FW | FW | FW |
| Development stage | Pre-smolt | Pre-smolt | Pre-smolt | Pre-smolt | Pre-smolt | Pre-smolt | Pre-smolt | Pre-smolt | Pre-smolt | Smolt | Smolt | Smolt |
| Fish sampled | 10 | 1 | 7 | 24 | 24 | 26 | 15 | 10 | 15 | 20 | 25 | 11 |
| Average ASA Ct | 29.6 | 26.2 | 23.2 | 30.6 | 26.6 | 24.3 | 30.8 | 29.1 | 27.0 | 28.8 | 29.7 | 26.1 |
| Coinfection | IPNV | - | IPNV | - | - | - | - | PRV | PRV | - | IPNV-PRV | IPNV-PRV |
| Bacterial isolation | Positive | - | - | Negative | - | Positive | Negative | Negative | - | Positive | Positive | Positive |
| GenBank accession | - | - | - | - | - | - | - | - | - | - | - | - |
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