Skip to main content
Log in

Quantification and viability analyses of Pseudokirchneriella subcapitata algal cells using image-based cytometry

  • Published:
Journal of Applied Phycology Aims and scope Submit manuscript

Abstract

This work aims to evaluate the feasibility of using image-based cytometry (IBC) in the analysis of algal cell quantification and viability, using Pseudokirchneriella subcapitata as a cell model. Cell concentration was determined by IBC to be in a linear range between 1 × 105 and 8 × 106 cells mL−1. Algal viability was defined on the basis that the intact membrane of viable cells excludes the SYTOX Green (SG) probe. The disruption of membrane integrity represents irreversible damage and consequently results in cell death. Using IBC, we were able to successfully discriminate between live (SG-negative cells) and dead algal cells (heat-treated at 65 °C for 60 min; SG-positive cells). The observed viability of algal populations containing different proportions of killed cells was well correlated (R 2 = 0.994) with the theoretical viability. The validation of the use of this technology was carried out by exposing algal cells of P. subcapitata to a copper stress test for 96 h. IBC allowed us to follow the evolution of cell concentration and the viability of copper-exposed algal populations. This technology overcomes several main drawbacks usually associated with microscopy counting, such as labour-intensive experiments, tedious work and lack of the representativeness of the cell counting. In conclusion, IBC allowed a fast and automated determination of the total number of algal cells and allowed us to analyse viability. This technology can provide a useful tool for a wide variety of fields that utilise microalgae, such as the aquatic toxicology and biotechnology fields.

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

Access this article

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

Similar content being viewed by others

References

  • ATSDR (2004) Toxicological profile for copper. Agency for Toxic Substances and Disease Registry, US Department of Health and Human Services, Atlanta

    Google Scholar 

  • Berkes CA, Chan LLY, Wilkinson A, Paradis B (2012) Rapid quantification of pathogenic fungi by Cellometer image-based cytometry. J Microbiol Methods 91:468–476

    Article  CAS  PubMed  Google Scholar 

  • Blaise C, Vasseur P (2005) Algal microplate toxicity test. In: Blaise C, Férard J-F (eds) Small-scale freshwater toxicity investigations. Springer, Berlin, pp 137–179

    Chapter  Google Scholar 

  • Chan LL, Lyettefi EJ, Pirani A, Smith T, Qiu J, Lin B (2011a) Direct concentration and viability measurement of yeast in corn mash using a novel imaging cytometry method. J Ind Microbiol Biotechnol 38:1109–1115

    Article  CAS  PubMed  Google Scholar 

  • Chan LL, Zhong XM, Qiu J, Li PY, Lin B (2011b) Cellometer vision as an alternative to flow cytometry for cell cycle analysis, mitochondrial potential, and immunophenotyping. Cytometry Part A 79A:507–517

    Article  Google Scholar 

  • Chan LL, Kury A, Wilkinson A, Berkes C, Pirani A (2012a) Novel image cytometric method for detection of physiological and metabolic changes in Saccharomyces cerevisiae. J Ind Microbiol Biotechnol 39:1615–1623

    Article  CAS  PubMed  Google Scholar 

  • Chan LL, Wilkinson AR, Paradis BD, Lai N (2012b) Rapid image-based cytometry for comparison of fluorescent viability staining methods. J Fluoresc 22:1301–1311

    Article  CAS  PubMed  Google Scholar 

  • Chang DW, Hsieh ML, Chen YM, Lin TF, Chang JS (2011) Kinetics of cell lysis for Microcystis aeruginosa and Nitzschia palea in the exposure to b-cyclocitral. J Hazard Mater 185:1214–1220

    Article  CAS  PubMed  Google Scholar 

  • Davey HM (2011) Life, death, and in-between: meanings and methods in microbiology. Appl Environ Microbiol 77:5571–5576

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Davey HM, Hexley P (2011) Red but not dead? Membranes of stressed Saccharomyces cerevisiae are permeable to propidium iodide. Environ Microbiol 13:163–171

    Article  CAS  PubMed  Google Scholar 

  • Davey HM, Kell DB (1996) Flow cytometry and cell sorting of heterogeneous microbial populations: the importance of single-cell analyses. Microbiol Rev 60:641–696

    PubMed Central  CAS  PubMed  Google Scholar 

  • Desai SH, Atsumi S (2013) Photosynthetic approaches to chemical biotechnology. Curr Opin Biotechnol 24:1031–1036

    Article  CAS  PubMed  Google Scholar 

  • Haugland RP (2005) The handbook—a guide to fluorescent probes and labeling technologies, 10th edn. Invitrogen Corp, Eugene

    Google Scholar 

  • Machado MD, Soares EV (2012) Development of a short-term assay based on the evaluation of the plasma membrane integrity of the alga Pseudokirchneriella subcapitata. Appl Microbiol Biotechnol 95:1035–1042

    Article  CAS  PubMed  Google Scholar 

  • Machado MD, Soares EV (2014) Modification of cell volume and proliferative capacity of Pseudokirchneriella subcapitata cells exposed to metal stress. Aquat Toxicol 147:1–6

    Article  CAS  PubMed  Google Scholar 

  • Miller JN, Miller JC (2005) Statistics and chemometrics for analytical chemistry. Pearson Education Limited, Harlow

    Google Scholar 

  • Mirisola MG, Braun RJ, Petranovic D (2014) Approaches to study yeast cell aging and death. FEMS Yeast Res 14:109–118

    Article  CAS  PubMed  Google Scholar 

  • Nagai T, Ishihara S, Yokoyama A, Iwafune T (2011) Effects of four rice paddy herbicides on algal cell viability and the relationship with population recovery. Environ Toxicol Chem 30:1898–1905

    Article  CAS  PubMed  Google Scholar 

  • OECD (2011) Alga, growth inhibition test (201). OECD Guideline for Testing of Chemicals. Organization for Economic Co-Operation and Development, Paris

    Google Scholar 

  • Peperzak L, Brussaard CPD (2011) Flow cytometric applicability of fluorescent vitality probes on phytoplankton. J Phycol 47:692–702

    Article  Google Scholar 

  • Ribalet F, Berges JA, Ianora A, Casotti R (2007) Growth inhibition of cultured marine phytoplankton by toxic algal-derived polyunsaturated aldehydes. Aquat Toxicol 85:219–227

    Article  CAS  PubMed  Google Scholar 

  • Rogers NJ, Franklin NM, Apte SC, Batley GE, Angel BM, Lead JR, Baalousha M (2010) Physico-chemical behaviour and algal toxicity of nanoparticulate CeO2 in freshwater. Environ Chem 7:50–60

    Article  CAS  Google Scholar 

  • Sato M, Murata Y, Mizusawa M, Iwahashi H, Oka S (2004) A simple and rapid dual-fluorescence viability assay for microalgae. Microbiol Cult Coll 20:53–59

    Google Scholar 

  • Segovia M, Berges JA (2009) Inhibition of caspase-like activities prevents the appearance of reactive oxygen species and dark-induced apoptosis in the unicellular chlorophyte Dunaliella tertiolecta. J Phycol 45:1116–1126

    Article  CAS  Google Scholar 

  • Shapiro HM, Perlmutter NG (2006) Personal cytometers: slow flow or no flow? Cytometry Part A 69A:620–630

    Article  Google Scholar 

  • Timmermans KR, Veldhuis MJW, Brussaard CPD (2007) Cell death in three marine diatom species in response to different irradiance levels, silicate, or iron concentrations. Aquat Microb Ecol 46:253–261

    Article  Google Scholar 

  • US-EPA (2002) Short-term methods for estimating the chronic toxicity of effluents and receiving waters to freshwater organisms, 4th edn. Environmental Protection Agency, Washington, pp 1–350, EPA-821-R-02-013

    Google Scholar 

Download references

Acknowledgments

The authors thank the FCT Strategic Project PEst-OE/EQB/LA0023/2013. Manuela D. Machado gratefully acknowledges the post-doctoral grant from FCT (SFRH/BPD/72816/2010).

Conflict of interest

The authors declare that this article content has no conflicts of interest.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Eduardo V. Soares.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Machado, M.D., Soares, E.V. Quantification and viability analyses of Pseudokirchneriella subcapitata algal cells using image-based cytometry. J Appl Phycol 27, 703–710 (2015). https://doi.org/10.1007/s10811-014-0377-4

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10811-014-0377-4

Keywords

Navigation