Modelling of Biomass Concentration, Multi-Wavelength Absorption and Discrimination Method for Seven Important Marine Microalgae Species

Due to the possible depletion of fossil fuels in the near future and the necessity of finding new food sources for a growing world population, marine microalgae constitutes a very promising alternative resource, which can also contribute to carbon dioxide fixation. Thus, seven species (Chaetoceros calcitrans, Chaetoceros gracilis, Isochrysis galbana, Nannochloropsis gaditana, Dunaliella salina, Tetraselmis suecica, and Tetraselmis chuii) were grown in five serial batch cultures at a bench scale under continuous illumination. The batch cultures were inoculated with an aliquot that was extracted from a larger-scale culture in order to obtain growth data valid for the entire growth cycle with guaranteed reproducibility. Thus, measurements of optical density at several wavelengths and cell counting with a haemocytometer (Neubauer chamber) were performed every one or two days for 22 days in the five batch cultures of each specie. Modeling of cell growth, the relationship between optical density (OD) and cell concentration and the effect of wavelength on OD was performed. The results of this study showed the highest and lowest growth rate for N. gaditana and T. suecica, respectively. Furthermore, a simple and accurate discrimination method by performing direct single OD measurements of microalgae culture aliquots was developed and is already available for free on internet.

[1]  Pakaket Wattuya,et al.  Automated Microalgae Image Classification , 2014, ICCS.

[2]  Geir Johnsen,et al.  Using absorbance and fluorescence spectra to discriminate microalgae , 2002 .

[3]  J. Toro The growth rate of two species of microalgae used in shellfish hatcheries cultured under two light regimes , 1989 .

[4]  R. Guillard,et al.  Studies of marine planktonic diatoms. I. Cyclotella nana Hustedt, and Detonula confervacea (cleve) Gran. , 1962, Canadian journal of microbiology.

[5]  H. R. Gislerød,et al.  Fatty acid composition of 12 microalgae for possible use in aquaculture feed , 2007, Aquaculture International.

[6]  I. Elanskaya,et al.  Phycobilin/chlorophyll excitation equilibration upon carotenoid-induced non-photochemical fluorescence quenching in phycobilisomes of the cyanobacterium Synechocystis sp. PCC 6803. , 2007, Biochimica et biophysica acta.

[7]  Yuhan Huang,et al.  The Effects of Plant Growth Regulators on Cell Growth, Protein, Carotenoid, PUFAs and Lipid Production of Chlorella pyrenoidosa ZF Strain , 2017 .

[8]  K. Miyashita,et al.  The allenic carotenoid fucoxanthin, a novel marine nutraceutical from brown seaweeds. , 2011, Journal of the science of food and agriculture.

[9]  M. Ghannoum,et al.  Correlative Changes of Growth, Pigmentation and Lipid Composition of Dunaliella salina in Response to Halostress , 1987 .

[10]  Pablo Montero,et al.  TSclust: An R Package for Time Series Clustering , 2014 .

[11]  S. Harrison,et al.  Interference by pigment in the estimation of microalgal biomass concentration by optical density. , 2011, Journal of microbiological methods.

[12]  F. Rombouts,et al.  Modeling of the Bacterial Growth Curve , 1990, Applied and environmental microbiology.

[13]  Primo Coltelli,et al.  Automatic and real time recognition of microalgae by means of pigment signature and shape. , 2013, Environmental science. Processes & impacts.

[14]  Rob J Hyndman,et al.  Automatic Time Series Forecasting: The forecast Package for R , 2008 .

[15]  Rui Manuel Santos Costa de Morais,et al.  Carotenoids from Marine Microalgae: A Valuable Natural Source for the Prevention of Chronic Diseases , 2015, Marine drugs.

[16]  F. Abas,et al.  Screening of Malaysian indigenous microalgae for antioxidant properties and nutritional value , 2007, Journal of Applied Phycology.

[17]  Y. Chang,et al.  Enhancement of lipid productivity by adopting multi-stage continuous cultivation strategy in Nannochloropsis gaditana. , 2017, Bioresource technology.

[18]  R. C. Whiting,et al.  When is simple good enough: a comparison of the Gompertz, Baranyi, and three-phase linear models for fitting bacterial growth curves , 1997 .

[19]  Michael Nelles,et al.  Hydrothermal Disintegration and Extraction of Different Microalgae Species , 2018 .

[20]  Setuju,et al.  The Development of Scientific Literacy through Nature of Science (NoS) within Inquiry Based Learning Approach , 2017 .

[21]  Toshiyuki Takahashi Life Cycle Analysis of Endosymbiotic Algae in an Endosymbiotic Situation with Paramecium bursaria Using Capillary Flow Cytometry , 2017 .

[22]  Á. Valdez-Ortiz,et al.  A simple spectrophotometric method for biomass measurement of important microalgae species in aquaculture , 2015 .

[23]  F. Marquez,et al.  Promotive effect of 5-aminolevulinic acid on the growth and photosynthesis of Spirulina platensis , 1995 .

[24]  T. Mutanda,et al.  Potential biotechnological application of microalgae: a critical review , 2017, Critical reviews in biotechnology.

[25]  M. Mimuro,et al.  Fluorescence properties of the allenic carotenoid fucoxanthin: Implication for energy transfer in photosynthetic pigment systems , 1991, Photosynthesis Research.

[26]  Kil-Nam Kim,et al.  Bioflocculation of the oceanic microalga Dunaliella salina by the bloom-forming dinoflagellate Heterocapsa circularisquama, and its effect on biodiesel properties of the biomass. , 2016, Bioresource technology.

[27]  D. Klaus,et al.  Bacterial growth in space flight: logistic growth curve parameters for Escherichia coli and Bacillus subtilis , 1999, Applied Microbiology and Biotechnology.

[28]  S. Razzak,et al.  Biological CO2 fixation with production of microalgae in wastewater – A review , 2017 .

[29]  C. Pan,et al.  Fucoxanthin as a major carotenoid in Isochrysis aff. galbana: Characterization of extraction for commercial application , 2012, Journal of the Korean Society for Applied Biological Chemistry.

[30]  Kil-Nam Kim,et al.  Use of phenol-induced oxidative stress acclimation to stimulate cell growth and biodiesel production by the oceanic microalga Dunaliella salina , 2016 .

[31]  M. Giordano,et al.  Spectroscopic classification of 14 different microalga species: first steps towards spectroscopic measurement of phytoplankton biodiversity , 2009 .

[32]  B. Metting,et al.  Biologically active compounds from microalgae , 1986 .

[33]  R. Chakraborty,et al.  Validity of modified Gompertz and Logistic models in predicting cell growth of Pediococcus acidilactici H during the production of bacteriocin pediocin AcH , 2007 .

[34]  Gao Chen,et al.  Functional Expression of the Arachis hypogaea L. Acyl-ACP Thioesterases AhFatA and AhFatB Enhances Fatty Acid Production in Synechocystis sp. PCC6803 , 2017 .

[35]  Sandra Lage,et al.  Algal Biomass from Wastewater and Flue Gases as a Source of Bioenergy , 2018 .

[36]  H. Lim,et al.  New device for continuously monitoring the optical density of concentrated microbial cultures , 1980 .

[37]  G. Toennies,et al.  The relation between photometric turbidity and bacterial concentration. , 1949, Growth.

[38]  Jeffrey Philip Obbard,et al.  Screening of marine microalgae for biodiesel feedstock , 2011 .

[39]  A. Larsson,et al.  Low dietary intake of β-carotene, α-tocopherol and ascorbic acid is associated with increased inflammatory and oxidative stress status in a Swedish cohort , 2008, British Journal of Nutrition.

[40]  M. Gómez-Guillén,et al.  Integral Mastocarpus stellatus use for antioxidant edible film development , 2014 .

[41]  P. Prosposito,et al.  The Diatom Staurosirella pinnata for Photoactive Material Production , 2016, PloS one.

[42]  Teresa M. Mata,et al.  Microalgae for biodiesel production and other applications: A review , 2010 .