Skip to main content
Log in

Analysis of Cell Concentration, Volume Concentration, and Colony Size of Microcystis Via Laser Particle Analyzer

  • Published:
Environmental Management Aims and scope Submit manuscript

Abstract

The analysis of the cell concentration, volume concentration, and colony size of Microcystis is widely used to provide early warnings of the occurrence of blooms and to facilitate the development of predictive tools to mitigate their impact. This study developed a new approach for the analysis of the cell concentration, volume concentration, and colony size of Microcystis by applying a laser particle analyzer. Four types of Microcystis samples (55 samples in total) were analyzed by a laser particle analyzer and a microscope. By the application of the laser particle analyzer (1) when n = 1.40 and k = 0.1 (n is the intrinsic refractive index, whereas k is absorption of light by the particle), the results of the laser particle analyzer showed good agreement with the microscopic results for the obscuration indicator, volume concentration, and size distribution of Microcystis; (2) the Microcystis cell concentration can be calculated based on its linear relationship with obscuration; and (3) the volume concentration and size distribution of Microcystis particles (including single cells and colonies) can be obtained. The analytical processes involved in this new approach are simpler and faster compared to that by microscopic counting method. From the results, it was identified that the relationship between cell concentration and volume concentration depended on the colony size of Microcystis because the intercellular space was high when the colony size was high. Calculation of cell concentration and volume concentration may occur when the colony size information is sufficient.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10

Similar content being viewed by others

Notes

  1. Cell concentration was defined as cells number of Microcystis per unit water sample.

  2. Volume concentration was defined as biovolume of Microcystis colonies per unit water sample.

  3. This is a parameter of device settings, with the meaning close to that of the corresponding physical value of the intrinsic refractive index. It is used to quantify changes in light propagation that occurs when light passes in between the particle and its surrounding medium.

  4. Obscuration O is the intensity of the scattered and diffracted light that can be used as an indicator, quantifying the concentration of particles, volume concentration and size distribution of Microcystis.

References

  • Afoakwa EO, Paterson A, Fowler M (2008) Effects of particle size distribution and composition on rheological properties of dark chocolate. Eur Food Res Technol 226:1259–1268

    Article  CAS  Google Scholar 

  • Andrews S, Nover D, Schladow SG (2010) Using laser diffraction data to obtain accurate particle size distributions: the role of particle composition. Limnol Oceanogr Methods 8:507–526

    Article  Google Scholar 

  • Anglès S, Jordi A, Garcés E, Masó M, Basterretxea G (2008) High-resolution spatio-temporal distribution of a coastal phytoplankton bloom using laser in situ scattering and transmissometry (LISST). Harmful Algae 7:808–816

    Article  Google Scholar 

  • Calijuri MC, Santos ACAD, Jati S (2002) Temporal changes in the phytoplankton community structure in a tropical and eutrophic reservoir (Barra Bonita, S.P.-Brazil). J Plankton Res 24:617–634

    Article  CAS  Google Scholar 

  • Chen Y, Qin B, Teubner K, Dokulil MT (2003) Long-term dynamics of phytoplankton assemblages: Microcystis-domination in Lake Taihu, a large shallow lake in China. J Plankton Res 25:445–453

    Article  Google Scholar 

  • Choudhury AK, Pal R (2010) Phytoplankton and nutrient dynamics of shallow coastal stations at Bay of Bengal, Eastern Indian coast. Aquat Ecol 44:55–71

    Article  CAS  Google Scholar 

  • Cyr H, Curtis JM (1999) Zooplankton community size structure and taxonomic composition affects size-selective grazing in natural communities. Oecologia 118:306–315

    Google Scholar 

  • Fujimoto N, Sudo R (1997) Nutrient-limited growth of Microcystis aeruginosa and Phormidium tenue and competition under various N:P supply ratios and temperatures. Limnol Oceanogr 42:250–256

    Article  CAS  Google Scholar 

  • Ghadouani A, Bernadette P-A, Prepas EE (2003) Effects of experimentally induced cyanobacterial blooms on crustacean zooplankton communities. Freshw Biol 48:363–381

    Article  Google Scholar 

  • Gremberghe IV, Vanormelingen P, Gucht KV, Mancheva A, D’hondt S, Meester LD, Vyverman W (2009) Influence of Daphnia infochemicals on functional traits of Microcystis strains (Cyanobacteria). Hydrobiologia 635:147–155

    Article  CAS  Google Scholar 

  • Hambright KD, Zohary T (2000) Phytoplankton species diversity control through competitive exclusion and physical disturbances. Limnol Oceanogr 45:110–122

    Article  Google Scholar 

  • Karp-Boss L, Azevedo L, Boss E (2007) LISST-100 measurements of phytoplankton size distribution: evaluation of the effects of cell shape. Limnol Oceanogr Methods 5:396–406

    Article  Google Scholar 

  • Kim S-G, Joung S-H, Ahn C-Y, Ko S-R, Boo SM, Oh H-M (2010) Annual variation of Microcystis genotypes and their potentia toxicity in water and sediment from a eutrophic reservoir. FEMS Microbiol Ecol 74:93–102

    Article  CAS  Google Scholar 

  • Kromkamp J, Walsby AE (1990) A computer model of buoyancy and vertical migration in cyanobacteria. J Plankton Res 12:161–183

    Article  Google Scholar 

  • Le C, Zha Y, Li Y, Sun D, Lu H, Yin B (2010) Eutrophication of lake waters in China: cost, causes, and control. Environ Manag 45:662–668

    Article  CAS  Google Scholar 

  • Lee K-B, Azevedo L, Boss E (2007) LISST-100 measurements of phytoplankton size distribution: evaluation of the effects of cell shape. Limnol Oceanogr Methods 5:396–406

    Article  Google Scholar 

  • Lee Y-K, Ahn C-Y, Kim H-S, Oh H-M (2010) Cyanobactericidal effect of Rhodococcus sp. isolated from eutrophic lake on Microcystis sp. Biotechnol Lett 32:1673–1678

    Article  CAS  Google Scholar 

  • Li M, Zhu W, Gao L, Lu L (2013) Changes in extracellular polysaccharide content and morphology of Microcystis aeruginosa at different specific growth rates. J Appl Phycol 25:1023–1030

    Article  CAS  Google Scholar 

  • Lukowski G, Lindequist U, Mundt S, Kramer A, Jülich W-D (2008) Inhibition of dermal MRSA colonization by microalgal micro- and nano-particles. Skin Pharmacol Phys 21:98–105

    Article  CAS  Google Scholar 

  • Nakamura T, Adachi Y, Suzuki M (1993) Flotation and sedimentation of a single Microcystis floc collected from surface bloom. Water Res 27:979–983

    Google Scholar 

  • Olson RJ, Sosik HM (2007) A submersible imaging-in-flow instrument to analyze nano-and microplankton: imaging FlowCytobot. Limnol Oceanogr Methods 5:195–203

    Article  Google Scholar 

  • Otten TG, Xu H, Qin B, Zhu G, Paerl HW (2012) Spatiotemporal patterns and ecophysiology of toxigenic Microcystis blooms in Lake Taihu, China: implications for water quality management. Environ Sci Technol 46:3480–3488

    Article  CAS  Google Scholar 

  • Ozawa K, Fujioka H, Muranaka M, Yokoyama A, Katagami Y, Homma T, Ishikawa K, Tsujimura S, Kumagai M, Watanabe MF, Park H-D (2005) Spatial distribution and temporal variation of Microcystis species composition and microcystin concentration in Lake Biwa. Environ Toxicol 20:270–276

    Article  CAS  Google Scholar 

  • Planner A, Hara M, Stachowiak Z, Miyake J (2000) Properties of photosynthetic bacteria in anisotropic rigid matrix and in suspension. Photosynthetica 38:251–258

    Article  Google Scholar 

  • Reynolds CS, Jaworski GHM (1978) Enumeration of natural Microcystis populations. Eur J Phycol 13:269–277

    Article  Google Scholar 

  • Reynolds CS, Walsby AE (1975) Water-blooms. Biol Rev 50:437–481

    Article  CAS  Google Scholar 

  • Rohrlack T, Hyenstrand P (2007) Fate of intracellular microcystins in the cyanobacterium Microcystis aeruginosa (Chroococcales, Cyanophyceae). Phycologia 46:277–283

    Article  Google Scholar 

  • Schober E, Wernd M, Laakso K, Korschineck I, Sivonen K, Kurmayer R (2007) Interlaboratory comparison of Taq nuclease assays for the quantification of the toxic cyanobacteria Microcystis sp. J Microbiol Methods 69:122–128

    Article  CAS  Google Scholar 

  • Shen H, Song L (2007) Comparative studies on physiological responses to phosphorus in two phenoltypes of bloom-forming Microcystis. Hydrobiologia 592:475–486

    Article  CAS  Google Scholar 

  • Utkilen JF, Bartram J (1999) Fieldwork: site inspection and sampling. In: Chorus I, Bartram J (eds) Toxic cyanobacteria in water: a guide to public health significance, monitoring and management. E&FN Spon, London

    Google Scholar 

  • Watanabe M (1996) Isolation, cultivation and classification of bloom-forming Microcystis in Japan. In: Watanabe MF, Harada K, Carmichael WW, Fujiki H (eds) Toxic Microcystis. CRC Press, Boca Raton, pp 13–34

    Google Scholar 

  • Wiedner C, Visser PM, Fastner J, Metcalf JS, Codd GA, Mur LR (2003) Effects of light on the microcystin content of Microcystis strain PCC 7806. Appl Environ Microbiol 69:1475–1481

    Article  CAS  Google Scholar 

  • Wu Z, Gan N, Huang Q, Song L (2007) Response of Microcystis to copper stress: do phenotypes of Microcystis make a difference in stress tolerance? Environ Pollut 147:324–330

    Google Scholar 

  • Xu H, Paerl HW, Qin B, Zhu G, Gao G (2010) Nitrogen and phosphorus inputs control phytoplankton growth in eutrophic Lake Taihu, China. Limnol Oceanogr 55:420–432

    Article  CAS  Google Scholar 

  • Yamamoto Y, Shiah FK, Chen Y-L (2011) Importance of large colony formation in bloom-forming cyanobacteria to dominate in eutrophic ponds. Ann Limnol Int J Limnol 47:167–173

    Article  Google Scholar 

  • Yang Z, Kong F, Zhang M, Yu Y, Qian S (2009) Benefits and costs of the grazer-induced colony formation in Microcystis aeruginosa. Ann Limnol Int J Lim 45:203–208

    Google Scholar 

  • Yang Z, Kong F, Shi X, Zhang M, Xing P, Cao H (2008) Changes in the morphology and polysaccharide content of Microcystis aeruginosa (Cyanobacteria) during flagellate grazing. J Phycol 44:716–720

    Article  Google Scholar 

  • Yu GL, Song LR, Li RH (2007) Taxonomic notes on water bloom forming Microcystis species (cyanophyta) from China: an example from samples of the Dianchi Lake. J Syst Evol 45:727–741

    Article  Google Scholar 

  • Zhou Q, Chen W, Zhang H, Peng L, Liu L, Han Z, Wan N, Li L, Song L (2012) A flow cytometer based protocol for quantitative analysis of bloom-forming cyanobacteria (Microcystis) in lake sediments. J Environ Sci China 24:1709–1716

    Article  CAS  Google Scholar 

  • Zucker RM, Fisher NC (2013) Evaluation and purchase of an analytical flow cytometer: some of the numerous factors to consider. Curr Protoc Cytom. doi:10.1002/0471142956.cy0128s63

    Google Scholar 

Download references

Acknowledgments

We would like to thank the Taihu Laboratory for Lake Ecosystem Research (TLLER) for their assistance during field sampling. This study was sponsored by the National Program on Key Basic Research Project of China (2012CB719804), the Natural Science Foundation of Jiangsu Province (BK2011025), and the Hydraulic Science & Technology Project of Jiangsu Province (2012012).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ming Li.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (DOC 1755 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Li, M., Zhu, W. & Gao, L. Analysis of Cell Concentration, Volume Concentration, and Colony Size of Microcystis Via Laser Particle Analyzer. Environmental Management 53, 947–958 (2014). https://doi.org/10.1007/s00267-014-0252-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00267-014-0252-8

Keywords

Navigation