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Quantification of the ichthyotoxic raphidophyte Chattonella marina complex by applying a droplet digital PCR

  • Juhee, Min (Department of Oceanography, College of Natural Sciences, Chonnam National University) ;
  • Kwang Young, Kim (Department of Oceanography, College of Natural Sciences, Chonnam National University)
  • Received : 2022.09.26
  • Accepted : 2022.11.30
  • Published : 2022.12.15

Abstract

Quantifying the abundance of Chattonella species is necessary to effectively manage the threats from ichthyotoxic raphidophytes, which can cause large-scale mortality of aquacultured fish in temperate waters. The identification and cell counting of Chattonella species have been conducted primarily on living cells without fixation by light microscopy because routine fixatives do not retain their morphological features. Species belonging to the Chattonella marina complex, including C. marina and C. marina var. ovata, had high genetic similarities and the lack of clear morphological delimitations between the species. To estimate the abundance of C. marina complex in marine plankton samples, we developed a protocol based on the droplet digital polymerase chain reaction (ddPCR) assay, with C. marina complex-specific primers targeting the internal transcribed spacer (ITS) region of the rDNA. Cell abundance of the C. marina complex can be determined using the ITS copy number per cell, ranging from 25 ± 1 for C. marina to 112 ± 7 for C. marina var. ovata. There were no significant differences in ITS copies estimated by the ddPCR assay between environmental DNA samples from various localities spiked with the same number of cells of culture strains. This approach can be employed to improve the monitoring efficiency of various marine protists and to support the implementation of management for harmful algal blooms, which are difficult to analyze using microscopy alone.

Keywords

Acknowledgement

We would like to thank Dr. HG Lee for providing feedback on the workflow of droplet digital PCR. This research was supported by a National Research Foundation (NRF) grant funded by the Korean government (MSIT) (NRF-2016R1A6A1A03012647, NRF-2020R1A2C3005053, NRF-2022M3I6A1085991) to KYK.

References

  1. Biecheler, B. 1936. Sur une chloromonadine novvelle d'eau saumatre Chattonella subsalsa n. gen., n. sp. Arch. Zool. Exp. Gen. 78:79-83.
  2. Chernomor, O., Von Haeseler, A. & Minh, B. Q. 2016. Terrace aware data structure for phylogenomic inference from supermatrices. Syst. Biol. 65:997-1008. https://doi.org/10.1093/sysbio/syw037
  3. Connell, L. 2002. Rapid identification of marine algae (Raphidophyceae) using three-primer PCR amplification of nuclear internal transcribed spacer (ITS) regions from fresh and archived material. Phycologia 41:15-21. https://doi.org/10.2216/i0031-8884-41-1-15.1
  4. Coyne, K. J., Handy, S. M., Demir, E., Whereat, E. B., Hutchins, D. A., Portune, K. J., Doblin, M. A. & Cary, S. C. 2005. Improved quantitative real-time PCR assays for enumeration of harmful algal species in field samples using an exogenous DNA reference standard. Limnol. Oceanogr. Methods 3:381-391. https://doi.org/10.4319/lom.2005.3.381
  5. Demura, M., Noel, M. -H., Kasai, F., Watanabe, M. M. & Kawachi, M. 2009. Taxonomic revision of Chattonella antiqua, C. marina and C. ovata (Raphidophyceae) based on their morphological characteristics and genetic diversity. Phycologia 48:518-535. https://doi.org/10.2216/08-98.1
  6. Dorantes-Aranda, J. J., Seger, A., Mardones, J. I., Nichols, P. D. & Hallegraeff, G. M. 2015. Progress in understanding algal bloom-mediated fish kills: the role of superoxide radicals, phycotoxins and fatty acids. PLoS ONE 10:e0133549.
  7. Elbrecht, V., Vamos, E. E., Meissner, K., Aroviita, J. & Leese, F. 2017. Assessing strengths and weaknesses of DNA metabarcoding-basied macroinvertebrate identification for routine stream monitoring. Methods Ecol. Evol. 8:1265-1275. https://doi.org/10.1111/2041-210X.12789
  8. Elser, J. J., Sterner, R. W., Gorokhova, E., Fagan, W. F., Markow, T. A., Cotner, J. B., Harrison, J. F., Hobbie, S. E., Odell, G. M. & Weider, L. J. 2000. Biological stoichiometry from genes to ecosystems. Ecol. Lett. 3:540-550. https://doi.org/10.1111/j.1461-0248.2000.00185.x
  9. Eom, S. H., Jeong, H. J., Ok, J. H., Park, S. A., Kang, H. C., You, J. H., Lee, S. Y., Yoo, Y. D., Lim, A. S. & Lee, M. J. 2021. Interactions between common heterotrophic protists and the dinoflagellate Tripos furca: implication on the long duration of its red tides in the South Sea of Korea in 2020. Algae 36:25-36. https://doi.org/10.4490/algae.2021.36.2.22
  10. Evans, N. T., Olds, B. P., Renshaw, M. A., Turner, C. R., Li, Y., Jerde, C. L., Mahon, A. R., Pfrender, M. E., Lamberti, G. A. & Lodge, D. M. 2016. Quantification of mesocosm fish and amphibian species diversity via environmental DNA metabarcoding. Mol. Ecol. Resour. 16:29-41. https://doi.org/10.1111/1755-0998.12433
  11. Garcia-Mendoza, E., Caceres-Martinez, J., Rivas, D., Fimbres-Martinez, M., Sanchez-Bravo, Y., Vasquez-Yeomans, R. & Medina-Elizalde, J. 2018. Mass mortality of cultivated northern bluefin tuna Thunnus thynnus orientalis associated with Chattonella species in Baja California, Mexico. Front. Mar. Sci. 5:454.
  12. Gomez, P. I., Inostroza, I., Castro-Varela, P., Silva, J., Clement, A., Rojas, G. & Aguilera Belmonte, A. 2022. Comparison of a Chilean strain of the ichthyotoxic phytoflagellate Heterosigma akashiwo (Raphidophyceae) with strains from France, Spain, and New Zealand. Phycologia 61:7-15. https://doi.org/10.1080/00318884.2021.1991685
  13. Guiry, M. D. & Guiry, G. M. 2021. AlgaeBase. World-wide electronic publication, National University of Ireland, Galway. Available from: http://www.algaebase.org. Accessed Sep 15, 2022.
  14. Hui, W., Gel, Y. R. & Gastwirth, J. L. 2008. lawstat: an R package for law, public policy and biostatistics. J. Stat. Softw. 28:1-26.
  15. Imai, I. & Yamaguchi, M. 2012. Life cycle, physiology, ecology and red tide occurrences of the fish-killing raphidophyte Chattonella. Harmful Algae 14:46-70. https://doi.org/10.1016/j.hal.2011.10.014
  16. Jang, S. H. & Jeong, H. J. 2020. Spatio-temporal distributions of the newly described mixotrophic dinoflagellate Yihiella yeosuensis (Suessiaceae) in Korean coastal waters and its grazing impact on prey populations. Algae 35:45-59. https://doi.org/10.4490/algae.2020.35.2.24
  17. Jeong, H. J. 2011. Mixotrophy in red tide algae raphidophytes. J. Eukaryot. Microbiol. 58:215-222. https://doi.org/10.1111/j.1550-7408.2011.00550.x
  18. Jin, S., Kim, K. Y., Kim, M. -S. & Park, C. 2020. An assessment of the taxonomic reliability of DNA barcode sequences in publicly available databases. Algae 35:293-301. https://doi.org/10.4490/algae.2020.35.9.4
  19. Kim, S. Y., Seo, K. S., Lee, C. G. & Lee, Y. 2007. Diurnal modification of a red-tide causing organism, Chattonella antiqua (Raphidophyceae) from Korea. Algae 22:95-106. https://doi.org/10.4490/ALGAE.2007.22.2.095
  20. Kloepper, S., John, U., Zingone, A., Mangoni, O., Kooistra, W. H. C. F. & Cembella, A. D. 2013. Phylogeny and morphology of a Chattonella (Raphidophyceae) species from the Mediterranean Sea: what is C. subsalsa? Eur. J. Phycol. 48:79-92. https://doi.org/10.1080/09670262.2013.771412
  21. Lee, C. H., Min, J., Lee, H. -G. & Kim, K. Y. 2021a. Thermal plasticity of growth and chain formation of the dinoflagellates Alexandrium affine and Alexandrium pacificum with respect to ocean acidification. Algae 36:285-298. https://doi.org/10.4490/algae.2021.36.12.1
  22. Lee, H. -G., Kim, H. M., Min, J., Kim, K., Park, M. G., Jeong, H. J. & Kim, K. Y. 2017. An advanced tool, droplet digital PCR (ddPCR), for absolute quantification of the red-tide dinoflagellate, Cochlodinium polykrikoides Margalef (Dinophyceae). Algae 32:189-197. https://doi.org/10.4490/algae.2017.32.9.10
  23. Lee, H. -G., Kim, H. M., Min, J., Park, C., Jeong, H. J., Lee, K. & Kim, K. Y. 2020. Quantification of the paralytic shellfish poisoning dinoflagellate Alexandrium species using a digital PCR. Harmful Algae 92:101726.
  24. Lee, S. Y., Jeong, H. J., Kang, H. C., Ok, J. H., You, J. H., Park, S. A. & Eom, S. H. 2021b. Comparison of the spatial-temporal distributions of the heterotrophic dinoflagellates Gyrodinium dominans, G. jinhaense, and G. moestrupii in Korean coastal waters. Algae 36:37-50. https://doi.org/10.4490/algae.2021.36.3.4
  25. Lewitus, A. J., Brock, L. M., Burke, M. K., De Mattio, K. A. & Wilde, S. B. 2008. Lagoonal stormwater detention ponds as promoters of harmful algal blooms and eutrophication along the South Carolina coast. Harmful Algae 8:60-65. https://doi.org/10.1016/j.hal.2008.08.012
  26. Lim, M. H., Lee, C. H., Min, J., Lee, H. -G. & Kim, K. Y. 2020. Effect of elevated pCO2 on thermal performance of Chattonella marina and Chattonella ovata (Raphidophyceae). Algae 35:375-388. https://doi.org/10.4490/algae.2020.35.12.8
  27. Lum, W. M., Lim, H. C., Lau, W. L. S., Law, I. K., Teng, S. T., Benico, G., Leong, S. C. Y., Takahashi, K., Gu, H., Lirdwitayaprasit, T., Leaw, C. P., Lim, P. T. & Iwataki, M. 2022. Description of two new species Chattonella tenuiplastida sp. nov. and Chattonella malayana sp. nov. (Raphidophyceae) from South China Sea, with a report of wild fish mortality. Harmful Algae 118:102322.
  28. Marshall, J. A. & Hallegraeff, G. M. 1999. Comparative ecophysiology of the harmful alga Chattonella marina (Raphidophyceae) from South Australian and Japanese waters. J. Plankton Res. 21:1809-1822. https://doi.org/10.1093/plankt/21.10.1809
  29. Marshall, J. -A., Nichols, P. D., Hamilton, B., Lewis, R. J. & Hallegraeff, G. M. 2003. Ichthyotoxicity of Chattonella marina (Raphidophyceae) to damselfish (Acanthochromis polycanthus): the synergistic role of reactive oxygen species and free fatty acids. Harmful Algae 2:273-281. https://doi.org/10.1016/S1568-9883(03)00046-5
  30. Munday, B. L. & Hallegraeff, G. M. 1998. Mass mortality of captive southern bluefin tuna (Thunnus maccoyii) in April/May 1996 in Boston Bay, South Australia: a complex diagnostic problem. Fish Pathol. 33:343-350. https://doi.org/10.3147/jsfp.33.343
  31. Murray, S. A., Ruvindy, R., Kohli, G. S., Anderson, D. M. & Brosnahan, M. L. 2019. Evaluation of sxtA and rDNA qPCR assays through monitoring of an inshore bloom of Alexandrium catenella Group 1. Sci. Rep. 9:14532.
  32. Ok, J. H., Jeong, H. J., Kang, H. C., Park, S. A., Eom, S. H., You, J. H. & Lee, S. Y. 2021. Ecophysiology of the kleptoplastidic dinoflagellate Shimiella gracilenta: I. spatiotemporal distribution in Korean coastal waters and growth and ingestion rates. Algae 36:263-283. https://doi.org/10.4490/algae.2021.36.11.28
  33. Onitsuka, G., Yamaguchi, M., Sakamoto, S., Shikata, T., Nakayama, N., Kitatsuji, S., Itakura, S., Sakurada, K., Ando, H., Yoshimura, N., Mukai, H. & Yamashita, H. 2020. Interannual variations in abundance and distribution of Chattonella cysts, and the relationship to population dynamics of vegetative cells in the Yatsushiro Sea, Japan. Harmful Algae 96:101833.
  34. Pinheiro, L. B., Coleman, V. A., Hindson, C. M., Herrmann, J., Hindson, B. J., Bhat, S. & Emslie, K. R. 2012. Evaluation of a droplet digital polymerase chain reaction format for DNA copy number quantification. Anal. Chem. 84:1003-1011. https://doi.org/10.1021/ac202578x
  35. Qiu, X., Mukai, K., Shimasaki, Y., Wu, M., Chen, C., Lu, Y., Ichinose, H., Nakashima, T., Kato-Unoki, Y. & Oshima, Y. 2020. Diurnal variations in expression of photosynthesis-related proteins in the harmful Raphidophyceae Chattonella marina var. antiqua. J. Exp. Mar. Biol. Ecol. 527:151361.
  36. Raeymaekers, L. 2000. Basic principles of quantitative PCR. Mol. Biotechnol. 15:115-122. https://doi.org/10.1385/MB:15:2:115
  37. Rambaut, A. 2018. FigTree-Version 1.4. 4, a Graphical Viewer of Phylogenetic Trees. Available from: https://github.com/rambaut/figtree/. Accessed Sep 15, 2022.
  38. R Core Team 2021. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Available from: https://www.Rproject.org/. Accessed Sep 15, 2022.
  39. Ronquist, F., Teslenko, M., Van Der Mark, P., Ayres, D. L., Darling, A., Hohna, S., Larget, B., Liu, L., Suchard, M. A. & Huelsenbeck, J. P. 2012. MrBayes 3.2: efficient Bayesian phylogenetic inference and model choice across a large model space. Syst. Biol. 61:539-542. https://doi.org/10.1093/sysbio/sys029
  40. Satta, C. T., Padedda, B. M., Sechi, N., Pulina, S., Loria, A. & Luglie, A. 2017. Multiannual Chattonella subsalsa Biecheler (Raphidophyceae) blooms in a Mediterranean lagoon (Santa Giusta lagoon, Sardinia island, Italy). Harmful Algae 67:61-73. https://doi.org/10.1016/j.hal.2017.06.002
  41. Schrader, C., Schielke, A., Ellerbroek, L. & Johne, R. 2012. PCR inhibitors: occurrence, properties and removal. J. Appl. Microbiol. 113:1014-1026. https://doi.org/10.1111/j.1365-2672.2012.05384.x
  42. Shen, M., Xu, J., Chan, A. K. Y. & Au, D. W. T. 2011. Susceptibility of fish to Chattonella marina is determined by its tolerance to hypoxia. Mar. Pollut. Bull. 63:189-194. https://doi.org/10.1016/j.marpolbul.2011.06.001
  43. Shikata, T., Takahashi, F., Nishide, H., Shigenobu, S., Kamei, Y., Sakamoto, S., Yuasa, K., Nishiyama, Y., Yamasaki, Y. & Uchiyama, I. 2019. RNA-seq analysis reveals genes related to photoreception, nutrient uptake, and toxicity in a noxious red-tide raphidophyte Chattonella antiqua. Front. Microbiol. 10:1764.
  44. Shokralla, S., Spall, J. L., Gibson, J. F. & Hajibabaei, M. 2012. Next-generation sequencing technologies for environmental DNA research. Mol. Ecol. 21:1794-1805. https://doi.org/10.1111/j.1365-294X.2012.05538.x
  45. Stacca, D., Satta, C. T., Casabianca, S., Penna, A., Padedda, B. M., Sechi, N. & Luglie, A. 2016. Identification of Chattonella (Raphidophyceae) species in long-term phytoplankton samples from Santa Giusta Lagoon, Italy. Sci. Mar. 80:17-25.
  46. Stecher, G., Tamura, K. & Kumar, S. 2020. Molecular evolutionary genetics analysis (MEGA) for macOS. Mol. Biol. Evol. 37:1237-1239. https://doi.org/10.1093/molbev/msz312
  47. Vidyarathna, N. K., Papke, E., Coyne, K. J., Cohen, J. H. & Warner, M. E. 2020. Functional trait thermal acclimation differs across three species of mid-Atlantic harmful algae. Harmful Algae 94:101804.
  48. Wang, B., Wu, D., Chu, K. H., Ye, L., Yip, H. Y., Cai, Z. & Wong, P. K. 2017. Removal of harmful alga, Chattonella marina, by recyclable natural magnetic sphalerite. J. Hazard. Mater. 324:498-506. https://doi.org/10.1016/j.jhazmat.2016.11.018
  49. Warmerdam, D. O. & Wolthuis, R. M. F. 2019. Keeping ribosomal DNA intact: a repeating challenge. Chromosome Res. 27:57-72.
  50. Watanabe, M., Kohata, K. & Kimura, T. 1991. Diel vertical migration and nocturnal uptake of nutrients by Chattonella antiqua under stable stratification. Limnol. Oceanogr. 36:593-602. https://doi.org/10.4319/lo.1991.36.3.0593
  51. Wood, S. A., Pochon, X., Laroche, O., von Ammon, U., Adamson, J. & Zaiko, A. 2019. A comparison of droplet digital polymerase chain reaction (PCR), quantitative PCR and metabarcoding for species-specific detection in environmental DNA. Mol. Ecol. Resour. 19:1407-1419. https://doi.org/10.1111/1755-0998.13055
  52. Yamaguchi, H., Tanimoto, Y., Hayashi, Y., Suzuki, S., Yamaguchi, M. & Adachi, M. 2018. Bloom dynamics of noxious Chattonella spp. (Raphidophyceae) in contrastingly enclosed coastal environments: a comparative study of two coastal regions. J. Mar. Biol. Assoc. U. K. 98:657-663. https://doi.org/10.1017/S0025315417000017
  53. You, J. H., Jeong, H. J., Kang, H. C., Ok, J. H., Park, S. A. & Lim, A. S. 2020. Feeding by common heterotrophic protist predators on seven Prorocentrum species. Algae 35:61-78. https://doi.org/10.4490/algae.2020.35.2.28
  54. Zingone, A., Escalera, L., Aligizaki, K., Fernandez-Tejedor, M., Ismael, A., Montresor, M., Mozetic, P., Tas, S. & Totti, C. 2021. Toxic marine microalgae and noxious blooms in the Mediterranean Sea: a contribution to the Global HAB Status Report. Harmful Algae 102:101843.