Abstract
Outbreaks of diseases in farmed fish remain a recurring problem despite the development of vaccines and improved hygiene standards on aquaculture farms. One commonly observed bacterial disease in tropical aquaculture of the South-East Asian region is tenacibaculosis, which is attributed to members of the genus Tenacibaculum (family Flavobacteriaceae, phylum Bacteroidetes), most notably Tenacibaculum maritimum. The impact of tenacibaculosis on the fish microbiota remains poorly understood. In this study, we analysed the microbiota of different tissues of commercially reared Asian seabass (Lates calcarifer) that showed symptoms of tenacibaculosis and compared the microbial communities to those of healthy and experimentally infected fish that were exposed to diseased farmed fish. The relative abundance of Tenacibaculum species in experimentally infected fish was significantly lower than in commercially reared diseased fish and revealed a higher prevalence of different Tenacibaculum species. One isolated strain, TLL-A2T, shares 98.7% 16S rRNA gene identity with Tenacibaculum mesophilum DSM 13764T. The genome of strain TLL-A2T was sequenced and compared to that of T. mesophilum DSM 13764T. Analysis of average nucleotide identity and comparative genome analysis revealed only 92% identity between T. mesophilum DSM 13764T and strain TLL-A2T and differences between the two strains in predicted carbohydrate activating enzymes respectively. Phenotypic comparison between strain TLL-A2T and T. mesophilum DSM 13764T indicated additional differences, such as growth response at different salt concentrations. Based on molecular and phenotypic differences, strain TLL-A2T (=DSM 106434T, KCTC 62393T) is proposed as the type strain of Tenacibaculum singaporense sp. nov.
Similar content being viewed by others
References
Alikhan N-F, Petty NK, Ben Zakour NL, Beatson SA (2011) BLAST Ring Image Generator (BRIG): simple prokaryote genome comparisons. BMC Genom 12:402
Auguie B (2016) gridExtra: Miscellaneous functions for “Grid” graphics. R package version 2.3. https://CRAN.R-project.org/package=gridExtra
Avendaño-Herrera R, Magariños B, Toranzo AE, Beaz R, Romalde JL (2004) Species-specific polymerase chain reaction primer sets for the diagnosis of Tenacibaculum maritimum infection. Dis Aquat Org 62:75–83
Avendaño-Herrera R, Toranzo AE, Magariños B (2006) Tenacibaculosis infection in marine fish caused by Tenacibaculum maritimum: a review. Dis Aquat Org 71:255–266
Aziz RK, Bartels D, Best AA, Dejongh M, Disz T, Edwards RA, Formsma K, Gerdes S, Glass EM, Kubal M, Meyer F, Olsen GJ, Olson R, Osterman AL, Overbeek RA, McNeil LK, Paarmann D, Paczian T, Parrello B, Pusch GD, Reich C, Stevens R, Vassieva O, Vonstein V, Wilke A, Zagnitko O (2008) The RAST Server: rapid annotations using subsystems technology. BMC Genom 9:75
Bernardet J-F, Nakagawa Y, Holmes B (2002) Proposed minimal standards for describing new taxa of the family Flavobacteriaceae and emended description of the family. Int J Syst Evol Microbiol 52:1049–1070
Brettin T, Davis JJ, Disz T, Edwards RA, Gerdes S, Olsen GJ, Olson R, Overbeek R, Parrello B, Pusch GD, Shukla M, Thomason JA III, Stevens R, Vonstein V, Wattam AR, Xia F (2015) RASTtk: a modular and extensible implementation of the RAST algorithm for building custom annotation pipelines and annotating batches of genomes. Sci Rep 5:8365
Bridel S, Olsen A-B, Nilsen H, Bernardet J-F, Achaz G, Avendaño-Herrera R, Duchaud E (2018) Comparative genomics of Tenacibaculum dicentrarchi and “Tenacibaculum finnmarkense” highlights intricate evolution of fish-pathogenic species. Genome Biol Evol 10:452–457
Clarke KR (1993) Non-parametric multivariate analyses of changes in community structure. Aust J Ecol 18:117–143
Clarke PH, Cowan S (1952) Biochemical methods for bacteriology. Microbiology 6:187–197
De Vries A, Ripley B (2013) Ggdendro: tools for extracting dendrogram and tree diagram plot data for use with ggplot. R package version 0.1-12. http://CRAN.R-project.org/package=ggdendro. Accessed 31 Oct 2017
Dehler CE, Secombes CJ, Martin SA (2017) Environmental and physiological factors shape the gut microbiota of Atlantic salmon parr (Salmo salar L.). Aquaculture 467:149–157
Fadrosh DW, Ma B, Gajer P, Sengamalay N, Ott S, Brotman RM, Ravel J (2014) An improved dual-indexing approach for multiplexed 16S rRNA gene sequencing on the Illumina MiSeq platform. Microbiome 2:6
Fautz E, Reichenbach H (1980) A simple test for flexirubin-type pigments. FEMS Microbiol Lett 8:87–90
Fernández-Álvarez C, Santos Y (2018) Identification and typing of fish pathogenic species of the genus Tenacibaculum. Appl Microbiol Biotechnol 102(23):9973–9989
Frette L, Jørgensen NO, Irming H, Kroer N (2004) Tenacibaculum skagerrakense sp. nov., a marine bacterium isolated from the pelagic zone in Skagerrak, Denmark. Int J Syst Evol Microbiol 54:519–524
Frisch K, Småge S, Vallestad C, Duesund H, Brevik ØJ, Klevan A, Olsen R, Sjaatil S, Gauthier D, Brudeseth B, Nylund A (2018a) Experimental induction of mouthrot in Atlantic salmon smolts using Tenacibaculum maritimum from Western Canada. J Fish Dis 41(8):1247–1258
Frisch K, Småge SB, Brevik ØJ, Duesund H, Nylund A (2018b) Genotyping of Tenacibaculum maritimum isolates from farmed Atlantic salmon in Western Canada. J Fish Dis 41:131–137
Gerland P, Raftery AE, Ševčíková H, Li N, Gu D, Spoorenberg T, Alkema L, Fosdick BK, Chunn J, Lalic N, Bay G, Buettner T, Heilig GK, Wilmoth J (2014) World population stabilization unlikely this century. Science 346:234–237
Gordon J, McLeod J (1928) The practical application of the direct oxidase reaction in bacteriology. J Pathol Bacteriol 31:185–190
Goris J, Konstantinidis KT, Klappenbach JA, Coenye T, Vandamme P, Tiedje JM (2007) DNA–DNA hybridization values and their relationship to whole-genome sequence similarities. Int J Syst Evol Microbiol 57:81–91
Heindl H, Wiese J, Imhoff JF (2008) Tenacibaculum adriaticum sp. nov., from a bryozoan in the Adriatic Sea. Int J Syst Evol Microbiol 58:542–547
Holmes I, Harris K, Quince C (2012) Dirichlet multinomial mixtures: generative models for microbial metagenomics. PLoS ONE 7:e30126
Kang S-J, Lee S-Y, Lee M-H, Oh T-K, Yoon J-H (2012) Tenacibaculum geojense sp. nov., isolated from seawater. Int J Syst Evol Microbiol 62:18–22
Kassambara A (2017) ggpubr:“ggplot2” based publication ready plots. R package version 0.1, 6
Kester DR, Duedall IW, Connors DN, Pytkowicz RM (1967) Preparation of artificial seawater 1. Limnol Oceanogr 12:176–179
Kolde R (2012) Pheatmap: pretty heatmaps. R package version, 61
Kozich JJ, Westcott SL, Baxter NT, Highlander SK, Schloss PD (2013) Development of a dual-index sequencing strategy and curation pipeline for analyzing amplicon sequence data on the MiSeq Illumina sequencing platform. Appl Environ Microbiol AEM. https://doi.org/10.1128/AEM.01043-13
Kruskal WH, Wallis WA (1952) Use of ranks in one-criterion variance analysis. J Am Stat Assoc 47:583–621
Lagesen K, Hallin P, Rødland EA, Stærfeldt H-H, Rognes T, Ussery DW (2007) RNAmmer: consistent and rapid annotation of ribosomal RNA genes. Nucleic Acids Res 35:3100–3108
Li Y, Wei J, Yang C, Lai Q, Chen Z, Li D, Zhang H, Tian Y, Zheng W, Zheng T (2013) Tenacibaculum xiamenense sp. nov., an algicidal bacterium isolated from coastal seawater. Int J Syst Evol Microbiol 63:3481–3486
Ludwig W, Strunk O, Westram R, Richter L, Meier H, Yadhukumar BA, Lai T, Steppi S, Jobb G, Foerster W, Brettske I, Gerber S, Ginhart AW, Gross O, Grumann S, Hermann S, Jost R, König A, Liss T, Lüßmann R, May M, Nonhoff B, Reichel B, Strehlow R, Stamatakis A, Stuckmann N, Vilbig A, Lenke M, Ludwig T, Bode A, Schleifer KH (2004) ARB: a software environment for sequence data. Nucleic Acids Res 32:1363–1371
Mabrok M, Machado M, Serra C, Afonso A, Valente L, Costas B (2016) Tenacibaculosis induction in the Senegalese sole (Solea senegalensis) and studies of Tenacibaculum maritimum survival against host mucus and plasma. J Fish Dis 39:1445–1455
Maechler M (2012) sfsmisc: utilities from seminar fuer Statistik ETH Zurich. R package version, 1.0-20
Masumura K, Wakabayashi H (1977) An outbreak of gliding bacterial disease in hatchery-born red seabream (Pagrus major) and gilthead (Acanthopagrus schlegeli) fry in Hiroshima. Fish Pathol 12:171–177
McMurdie PJ, Holmes S (2013) phyloseq: an R package for reproducible interactive analysis and graphics of microbiome census data. PLoS ONE 8:e61217
Meier-Kolthoff JP, Auch AF, Klenk H-P, Göker M (2013) Genome sequence-based species delimitation with confidence intervals and improved distance functions. BMC Bioinform 14:60
Miyake S, Ngugi DK, Stingl U (2015) Diet strongly influences the gut microbiota of surgeonfishes. Mol Ecol 24:656–672
Miyake S, Soh M, Ding Y, Seedorf H (2019) Complete genome sequence of sponge-associated Tenacibaculum mesophilum DSM 13764T. Microbiol Resour Announc 8(48):e00517–e00519
Murrell P (2016) R graphics. CRC Press, Boca Raton
Nelson JS, Grande TC, Wilson MV (2016) Fishes of the world. Wiley, New York
Neuwirth E (2011) Package ‘RColorBrewer’. CRAN 2011-06-17 08: 34: 00. Apache License 2.0
Oh Y-S, Kahng H-Y, Lee D-H, Lee SB (2012) Tenacibaculum jejuense sp. nov., isolated from coastal seawater. Int J Syst Evol Microbiol 62:414–419
Oksanen J, Blanchet FG, Kindt R, Legendre P, O’hara R, Simpson GL, Solymos P, Stevens MHH, Wagner H (2010) Vegan: community Ecology Package. R package version 1.17-2. http://cran.r-project.org. Accessed 23, 2010
Paradis E, Schliep K, Schwartz R (2018) ape 5.0: an environment for modern phylogenetics and evolutionary analyses in R. Bioinformatics 1:3
Parks DH, Imelfort M, Skennerton CT, Hugenholtz P, Tyson GW (2015) CheckM: assessing the quality of microbial genomes recovered from isolates, single cells, and metagenomes. Genome Res 25:1043–1055
Pérez-Pascual D, Lunazzi A, Magdelenat G, Rouy Z, Roulet A, Lopez-Roques C, Larocque R, Barbeyron T, Gobet A, Michel G, Bernardet J-F, Duchaud E (2017) The complete genome sequence of the fish pathogen Tenacibaculum maritimum provides insights into virulence mechanisms. Front Microbiol 8:1542
Pineiro-Vidal M, Riaza A, Santos Y (2008) Tenacibaculum discolor sp. nov. and Tenacibaculum gallaicum sp. nov., isolated from sole (Solea senegalensis) and turbot (Psetta maxima) culture systems. Int J Syst Evol Microbiol 58:21–25
Piñeiro-Vidal M, Pazos F, Santos Y (2008) Fatty acid analysis as a chemotaxonomic tool for taxonomic and epidemiological characterization of four fish pathogenic Tenacibaculum species. Lett Appl Microbiol 46:548–554
Ploner A (2012) Heatplus: heatmaps with row and/or column covariates and colored clusters. R package version, 2
Pruesse E, Peplies J, Glöckner FO (2012) SINA: accurate high-throughput multiple sequence alignment of ribosomal RNA genes. Bioinformatics 28:1823–1829
Pulvenis J-F (2016) Fisheries aquaculture topics. In: The state of world fisheries and aquaculture (SOFIA). Topics fact sheets. Rome: FAO Fisheries and Aquaculture Department Rome
Rawls JF, Mahowald MA, Ley RE, Gordon JI (2006) Reciprocal gut microbiota transplants from zebrafish and mice to germ-free recipients reveal host habitat selection. Cell 127:423–433
Rius A, Kittelmann S, Macdonald K, Waghorn G, Janssen P, Sikkema E (2012) Nitrogen metabolism and rumen microbial enumeration in lactating cows with divergent residual feed intake fed high-digestibility pasture. J Dairy Sci 95:5024–5034
Rodriguez-R LM, Konstantinidis KT (2016) The enveomics collection: a toolbox for specialized analyses of microbial genomes and metagenomes. PeerJ Preprints 4:e1900v1
Roeselers G, Mittge EK, Stephens WZ, Parichy DM, Cavanaugh CM, Guillemin K, Rawls JF (2011) Evidence for a core gut microbiota in the zebrafish. ISME J 5:1595
Rudis B, Ross N, Garnier S (2016) The viridis color palettes. Website, February
Sambrook J, Fritsch EF, Maniatis T (1989) Molecular cloning: a laboratory manual. Cold Spring Harbor Laboratory Press, New York
Schloss PD, Westcott SL, Ryabin T, Hall JR, Hartmann M, Hollister EB, Lesniewski RA, Oakley BB, Parks DH, Robinson CJ, Sahl JW, Stres B, Thallinger GG, van Horn DJ, Weber CF (2009) Introducing mothur: open-source, platform-independent, community-supported software for describing and comparing microbial communities. Appl Environ Microbiol 75:7537–7541
Seedorf H, Griffin NW, Ridaura VK, Reyes A, Cheng J, Rey FE, Smith MI, Simon GM, Scheffrahn RH, Woebken D, Spormann AM, van Treuren W, Ursell LK, Pirrung M, Robbins-Pianka A, Cantarel BL, Lombard V, Henrissat B, Knight R, Gordon JI (2014) Bacteria from diverse habitats colonize and compete in the mouse gut. Cell 159:253–266
Segata N, Izard J, Waldron L, Gevers D, Miropolsky L, Garrett WS, Huttenhower C (2011) Metagenomic biomarker discovery and explanation. Genome Biol 12:R60
Smith CC, Snowberg LK, Caporaso JG, Knight R, Bolnick DI (2015) Dietary input of microbes and host genetic variation shape among-population differences in stickleback gut microbiota. ISME J 9:2515
Stamatakis A (2006) RAxML-VI-HPC: maximum likelihood-based phylogenetic analyses with thousands of taxa and mixed models. Bioinformatics 22:2688–2690
Stecher B, Chaffron S, Käppeli R, Hapfelmeier S, Freedrich S, Weber TC, Kirundi J, Suar M, McCoy KD, von Mering C (2010) Like will to like: abundances of closely related species can predict susceptibility to intestinal colonization by pathogenic and commensal bacteria. PLoS Pathog 6:e1000711
Suzuki M, Nakagawa Y, Harayama S, Yamamoto S (2001) Phylogenetic analysis and taxonomic study of marine Cytophaga-like bacteria: proposal for Tenacibaculum gen. nov. with Tenacibaculum maritimum comb. nov. and Tenacibaculum ovolyticum comb. nov., and description of Tenacibaculum mesophilum sp. nov. and Tenacibaculum amylolyticum sp. nov. Int J Syst Evol Microbiol 51:1639–1652
Teramoto M, Zhai Z, Komatsu A, Shibayama K, Suzuki M (2016) Genome sequence of the psychrophilic bacterium Tenacibaculum ovolyticum strain da5A-8 isolated from deep seawater. Genome Announc 4:e00644-16
Thompson LR, Sanders JG, McDonald D, Amir A, Ladau J, Locey KJ, Prill RJ, Tripathi A, Gibbons SM, Ackermann G, Navas-Molina JA, Janssen S, Kopylova E, Vázquez-Baeza Y, González A, Morton JT, Mirarab S, Xu ZZ, Jiang L, Haroon MF, Kanbar J, Zhu Q, Song SJ, Kosciolek T, Bokulich NA, Lefler J, Brislawn CJ, Humphrey G, Owens SM, Hampton-Marcell J, Berg-Lyons D, McKenzie V, Fierer N, Fuhrman JA, Clauset A, Stevens RL, Shade A, Pollard KS, Goodwin KD, Jansson JK, Gilbert JA, Knight R, CONSORTIUM, T. E. M. P (2017) A communal catalogue reveals Earth’s multiscale microbial diversity. Nature 551:457–463
Vestheim H, Jarman SN (2008) Blocking primers to enhance PCR amplification of rare sequences in mixed samples–a case study on prey DNA in Antarctic krill stomachs. Front Zool 5:12
Walker BJ, Abeel T, Shea T, Priest M, Abouelliel A, Sakthikumar S, Cuomo CA, Zeng Q, Wortman J, Young SK, Earl AM (2014) Pilon: an integrated tool for comprehensive microbial variant detection and genome assembly improvement. PLoS ONE 9:e112963
Wang Y, Coleman-Derr D, Chen G, Gu YQ (2015) OrthoVenn: a web server for genome wide comparison and annotation of orthologous clusters across multiple species. Nucleic Acids Res 43:W78–W84
Warnes GR, Bolker B, Bonebakker L, Gentleman R, Huber W, Liaw A, Lumley T, Maechler M, Magnusson A, Moeller S, Schwartz M (2009) gplots: various R programming tools for plotting data. R package version, 2, 1
Wattam AR, Abraham D, Dalay O, Disz TL, Driscoll T, Gabbard JL, Gillespie JJ, Gough R, Hix D, Kenyon R, Machi D, Mao C, Nordberg EK, Olson R, Overbeek R, Pusch GD, Shukla M, Schulman J, Stevens RL, Sullivan DE, Vonstein V, Warren A, Will R, Wilson MJC, Yoo HS, Zhang C, Zhang Y, Sobral BW (2013) PATRIC, the bacterial bioinformatics database and analysis resource. Nucleic Acids Res 42(D1):D581–D591
Wickham H (2012) reshape2: flexibly reshape data: a reboot of the reshape package. R Package Version 1
Wickham H (2016) ggplot2: elegant graphics for data analysis. Springer, New York
Wickham H, Francois R, Henry L, Müller K (2015) dplyr: a grammar of data manipulation. R package version 0.4, 3
Xu Z-X, Yu P, Mu D-S, Liu Y, Du Z-J (2017) Tenacibaculum agarivorans sp. nov., an agar-degrading bacterium isolated from marine alga Porphyra yezoensis Ueda. Int J Syst Evol Microbiol 67:5139–5143
Acknowledgements
We thank Daniela Moses at the Singapore Centre for Environmental Life Sciences Engineering for performing the PacBio sequencing, and Amit Anand and Muhammad Khairillah Bin Nanwi at TLL biocomputing for bioinformatics support. This work was funded by Temasek Life Sciences Laboratory.
Author information
Authors and Affiliations
Contributions
S.M., S.N., M.S., L.O. and H.S. designed experiments, S.M., M.S. and S.N. performed sample collection. S.M., M.S. and M.A. processed samples for DNA sequencing. M.S. conducted cultivation-based analysis of strains. S.N. isolated the novel Tenacibaculum strain. S.M., M.S., analysed data with input from S.N., L.O. and H.S. S.M., M.S., and H.S. wrote the manuscript with input from all other authors.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Ethical standards
All procedures performed in studies involving animals were in accordance with the ethical standards of the institution or practice at which the studies were conducted (Temasek Life Sciences Laboratory IACUC protocol TLL(F)-14–004).
Accession numbers
The de-multiplexed, pair-matched amplicon sequences are deposited in NCBI SRA under the accession number PRJNA493496. The assembled T. singaporense DSM 106434T genome has been deposited in GenBank under accession number GCA_003867015.1.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Miyake, S., Soh, M., Azman, M.N. et al. Insights into the microbiome of farmed Asian sea bass (Lates calcarifer) with symptoms of tenacibaculosis and description of Tenacibaculum singaporense sp. nov.. Antonie van Leeuwenhoek 113, 737–752 (2020). https://doi.org/10.1007/s10482-020-01391-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10482-020-01391-9