Skip to main content

Advertisement

Log in

Optimization of a low-cost fertilizer-based medium for large-scale cultivation of the coastal diatom Conticribra weissflogii using response surface methodology and its effects on biomass composition

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

Abstract

Diatoms are widely studied because of their potential in aquaculture and in the pharmaceutical and nutraceutical industries due to the production of bioactive compounds such as fatty acids and pigments. However, for this potential to be achieved, it is necessary to make their large-scale cultivation economically viable, with a significant reduction in the cost of the medium. The objective of this work was to optimize a fertilizer-based medium to cultivate the marine diatom Conticribra weissflogii, a potential producer of the fatty acids eicosapentaenoic acid (C20:5) and docosahexaenoic acid (C22:6) and pigments like fucoxanthin. For this, a Plackett–Burman screening experiment was performed to eliminate non-essential nutrients and the response surface methodology was employed to optimize concentrations of the essential nutrients considering two responses, growth and cost–benefit. After optimization, media validation, and cost analysis were performed, the optimized medium was tested outdoors on a pilot scale in 330-L photobioreactors and in 1800-L circular tanks, and the growth rate was compared with the bench scale. Lastly, the biomass composition was analyzed. The screening experiments showed that among the evaluated nutrients, only urea, calcium phosphate, metasilicate, and biotin were relevant for the growth of C. weissflogii, and the concentrations of these elements have been optimized to obtain the greatest growth and the best cost–benefit ratio. Conticribra weissflogii presented similar results of growth and cost–benefit among treatments, although the medium developed to test the cost–benefit was 32.4% cheaper. Moreover, compared to the laboratory f/2 medium, the costs of this medium were 79.43% lower. The produced biomass in the cost–benefit medium had reduced ash contents, whereas protein, lipids, and fucoxanthin were the same in comparison to the regular culture medium. No difference was observed in the percentage of eicosapentaenoic acid. Thus, the results showed improved production of C. weissflogii at a commercial scale by reducing the medium costs without compromising the biomass quality.

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

Similar content being viewed by others

Data availability

All data generated or analyzed during this study are included in this published article and its supplementary information files.

References

  • AOAC (2000) Official methods of analysis, association of analytical chemists. 15th ed., Washington, DC

  • Bender SJ, Parker MS, Armbrust EV (2012) Coupled effects of light and nitrogen source on the urea cycle and nitrogen metabolism over a diel cycle in the marine diatom Thalassiosira pseudonana. Protist 163:232–251.

  • Borges L, Morón-Villarreyes JA, D’Oca MGM, Abreu PC (2011) Effects of flocculants on lipid extraction and fatty acid composition of the microalgae Nannochloropsis oculata and Thalassiosira weissflogii. Biomass Bioenergy 35:4449–4454.

  • Borowitzka MA (2013) High-value products from microalgae-their development and commercialisation. J Appl Phycol 25:743–756

    Article  CAS  Google Scholar 

  • Borowitzka MA, Vonshak A (2017) Scaling up microalgal cultures to commercial scale. Eur J Phycol 52:407–418

    Article  CAS  Google Scholar 

  • Botte P, D’Ippolito G, Gallo C, Sardo A, Fontana A (2018) Combined exploitation of CO2 and nutrient replenishment for increasing biomass and lipid productivity of the marine diatoms Thalassiosira weissflogii and Cyclotella cryptica. J Appl Phycol 30:243–251.

  • Chotipan N, Boonrungsiman S, Direkbusarakom S (2016) Comparison of suitable protein measurement for Thalassiosira weissflogii (Bacillariophyta) and Tetraselmis chuii (Chlorophyta). Phycol Res 64:141–145.

  • Clark DR, Flynn KJ, Fabian H (2014) Variation in elemental stoichiometry of the marine diatom Thalassiosira weissflogii (Bacillariophyceae) in response to combined nutrient stress and changes in carbonate chemistry. J Phycol 50:640–651.

  • Collos Y, Harrison PJ (2014) Acclimation and toxicity of high ammonium concentrations to unicellular algae. Mar Pollut Bull 80:8–23

    Article  CAS  Google Scholar 

  • D’Ippolito G, Sardo A, Paris D, Vella FM, Adelfi MG, Botte P, Gallo C, Fontana A (2015) Potential of lipid metabolism in marine diatoms for biofuel production. Biotechnol Biofuels 8:1–10

    Article  Google Scholar 

  • D’Oca MGM, Viêgas C V., Lemões JS, et al (2011) Production of FAMEs from several microalgal lipidic extracts and direct transesterification of the Chlorella pyrenoidosa. Biomass Bioenergy 35:1533–1538.

  • Faé Neto WA, Mendes CRB, Abreu PC (2018) Carotenoid production by the marine microalgae Nannochloropsis oculata in different low-cost culture media. Aquacult Res 1–9.

  • Finkel ZV, Follows MJ, Liefer JD, Brown CM, Benner I, Irwin AJ (2016) Phylogenetic diversity in the macromolecular composition of microalgae. PLoS ONE 11:e155977

    Article  Google Scholar 

  • García N, López-Elias JA, Miranda A, Martínez-Porchas M, Huerta N, García A (2012) Effect of salinity on growth and chemical composition of the diatom Thalassiosira weissflogii at three culture phases. Lat Am J Aquat Res 40:435–440.

  • Godoy LC, Odebrecht C, Ballester E, Matrins TG, Wasielesky W Jr (2012) Effect of diatom supplementation during the nursery rearing of Litopenaeus vannamei (Boone, 1931) in a heterotrophic culture system. Aquacult Int 20:559–569.

  • Greenwell HC, Laurens LML, Shields RJ, Lovitt RW, Flynn KJ (2010) Placing microalgae on the biofuels priority list: a review of the technological challenges. J Roy Soc Interface 7:703–726

    Article  CAS  Google Scholar 

  • Harrison PJ, Berges JA (2005) Marine Culture Media. In: Andersen RA (ed) Algal Culturing Techniques. Elsevier, NY pp 21–33

  • Hildebrand M, Davis AK, Smith SR, Traller JC, Abbriano R (2012) The place of diatoms in the biofuels industry. Biofuels 3:221–240

    Article  CAS  Google Scholar 

  • Ishida Y, Hiragushi N, Kitaguchi H, Mitsutani A (2000) A highly CO2 Tolerant diatom, Thalassiosira weissflogii H1, Enriched from Coastal Sea, and Its Fatty Acid Composition. Fish Sci 655–659.

  • Jiang Y, Nunez M, Laverty KS, Quigg A (2015) Coupled effect of silicate and nickel on the growth and lipid production in the diatom Nitzschia perspicua. J Appl Phycol27:1137–1148.

  • Kirrolia A, Bishnoi NR, Singh R (2014) Response surface methodology as a decision-making tool for optimization of culture conditions of green microalgae Chlorella spp. for biodiesel production. Ann Microbiol 64:1133–1147.

  • Kubelka BG, Pinto WT, Abreu PC (2017) Hydrodynamic performance of two air nozzles diameters on the massive microalgae culture: Computational and experimental approaches. Algal Res 27:318–324

    Article  Google Scholar 

  • Kumar A, Guria C, Chitres G, Chakraborty A, Pathak AK (2016) Modelling of microalgal growth and lipid production in Dunaliella tertiolecta using nitrogen-phosphorus-potassium fertilizer medium in sintered disk chromatographic glass bubble column. Bioresour Technol 218:1021–1036.

  • Kumar A, Pathak AK, Guria C (2015) NPK-10:26:26 complex fertilizer assisted optimal cultivation of Dunaliella tertiolecta using response surface methodology and genetic algorithm. Bioresour Technol 194:117–129.

  • Kumaran J, Jose B, Joseph V, Bright Singh IS (2017) Optimization of growth requirements of marine diatom Chaetoceros muelleri using response surface methodology. Aquacult Res 48:1513–1524.

  • Laws EA, Pei S, Bienfang P (2013) Phosphate-limited growth of the marine diatom Thalassiosira weissflogii (Bacillariophyceae): evidence of non-Monod growth kinetics. J Phycol 49:241–247.

  • Li W, Yang Y, Li Z, Xu J, Gao K (2017) Effects of seawater acidification on the growth rates of the diatom Thalassiosira (Conticribra) weissflogii under different nutrient, light, and UV radiation regimes. J Appl Phycol 29:133–142.

  • Li Y, Ye M, Zhang R, Xu J, Zhou C, Yan X (2016) Lipid compositions in diatom Conticribra weissflogii under static and aerated culture conditions. Phycol Res 64:281–290.

  • Lin Q, Zhuo WH, Wang XW, Chen CP, Gao YH, Liang JR (2018) Effects of fundamental nutrient stresses on the lipid accumulation profiles in two diatom species Thalassiosira weissflogii and Chaetoceros muelleri. Bioproc Biosyst Eng 41:1213–1224.

  • Liu S, Guo Z, Li T, Huang H, Lin S (2011) Photosynthetic efficiency, cell volume, and elemental stoichiometric ratios in Thalassirosira weissflogii under phosphorus limitation. Chin J Oceanol Limnol 29:1048–1056.

  • Lomas MW (2004) Nitrate reductase and urease enzyme activity in the marine diatom Thalassiosira weissflogii (Bacillariophyceae): interactions among nitrogen substrates. Mar Biol 144:37–44.

  • Malviya S, Scalco E, Audic S, Vincent F, Veluchamy A, Poulain J, Wincker P, Indicone D, de Vargas C, Bittner L, Zingone A, Bowler C (2016) Insights into global diatom distribution and diversity in the world’s ocean. Proc Nat Cand Sci USA 113:E1516–E1525

    Article  CAS  Google Scholar 

  • Marella TK, Tiwari A (2020) Marine diatom Thalassiosira weissflogii based biorefinery for co-production of eicosapentaenoic acid and fucoxanthin. Bioresour Technol 307.

  • Martins TG, Odebrecht C, Jensen L V., D’Oca MGM, Wasielesky W Jr (2016) The contribution of diatoms to bioflocs lipid content and the performance of juvenile Litopenaeus vannamei (Boone, 1931) in a BFT culture system. Aquacult Res 47:1315–1326.

  • Mensi F, Ksouri J, Seale E, Romdhane MS, Fleurence J (2012) A statistical approach for optimization of R-phycoerythrin extraction from the red algae Gracilaria verrucosa by enzymatic hydrolysis using central composite design and desirability function. J Appl Phycol 24:915–926.

  • Metcalfe LD, Schmitz AA (1961) The rapid preparation of fatty acid esters for gas chromatographic analysis. Anal Chem 33:363–364

    Article  CAS  Google Scholar 

  • Moheimani NR, Borowitzka MA, Isdepsky A, Fon Sing S (2013) Standard methods for measuring growth of algae and their composition. In: Borowitzka MA, Moheimani NR (eds) Algae for biofuels and energy. Springer, Dordrecht, pp 265–284

    Chapter  Google Scholar 

  • Nayak M, Thirunavoukkarasu M, Mohanty RC (2016) Cultivation of freshwater microalga Scenedesmus sp. using a low-cost inorganic fertilizer for enhanced biomass and lipid yield. J Gen Appl Microbiol 62:7–13.

  • Pandey A, Gupta A, Sunny A, Kumar S, Srivastava S (2020) Multi-objective optimization of media components for improved algae biomass, fatty acid and starch biosynthesis from Scenedesmus sp. ASK22 using desirability function approach. Renew Energy 150:476–486.

  • Roselet F, Maicá P, Martins T, Abreu PC (2013) Comparison of open-air and semi-enclosed cultivation system for massive microalgae production in sub-tropical and temperate latitudes. Biomass Bioenergy 59:418–424

    Article  CAS  Google Scholar 

  • Roselet F, Vandamme D, Roselet M, Muyalert K, Abreu PC (2017) Effects of pH, salinity, biomass concentration, and algal organic matter on flocculant efficiency of synthetic versus natural polymers for harvesting microalgae biomass. Bioenergy Res 10:427–437

    Article  CAS  Google Scholar 

  • Roselet M, Roselet F, Abreu PC (2019) Foam fractionator as a tool to remove dissolved organic matter and improve the flocculation of the marine microalga Nannochloropsis oceanica. J Appl Phycol 31:2911–2919.

  • Seyed Hosseini N, Shang H, Scott JA (2018) Optimization of microalgae-sourced lipids production for biodiesel in a top-lit gas-lift bioreactor using response surface methodology. Energy 146:47–56

    Article  CAS  Google Scholar 

  • Sharma KK, Schuhmann H, Schenk PM (2012) High lipid induction in microalgae for biodiesel production. Energies 5:1532–1553

    Article  CAS  Google Scholar 

  • Slade R, Bauen A (2013) Micro-algae cultivation for biofuels: cost, energy balance, environmental impacts and future prospects. Biomass Bioenergy 53:29–38

    Article  Google Scholar 

  • Smith SR, Dupont CL, McCarthy JK, Broddrick JT, Oborník M, Horák A, Füssy Z, Cihlář J, Kleessen S, Zheng H, McCrow JP, Hixson KK, Araújo WL, Nunes-Nesi A, Fernie A, Nikoloski Z, Palsson BO, Allen AE (2019) Evolution and regulation of nitrogen flux through compartmentalized metabolic networks in a marine diatom. Nature Comm 10:4552

    Article  Google Scholar 

  • Solomon CM, Collier JL, Berg GM, Glibert PM (2010) Role of urea in microbial metabolism in aquatic systems: a biochemical and molecular review. Aquat Microb Ecol 59:67–88

    Article  Google Scholar 

  • Stachura-Suchoples K, Williams DM (2009) Description of Conticribra tricircularis, a new genus and species of Thalassiosirales, with a discussion on its relationship to other continuous cribra species of Thalassiosira Cleve (Bacillariophyta) and its freshwater origin. Eur J Phycol 44:477–486.

  • Vella FM, Sardo A, Gallo C, Landi S, Fontana A, d’Ippolito G (2019) Annual outdoor cultivation of the diatom Thalassiosira weissflogii: productivity, limits and perspectives. Algal Res 42:101553.

  • Wang S, Verma SK, Hakeem Said I, Thomsen L, Ullrich MS, Kuhnert N (2018) Changes in the fucoxanthin production and protein profiles in Cylindrotheca closterium in response to blue light-emitting diode light. Microb Cell Fact 17:110.

  • Yu ET, Zendejas FJ, Lane PD, Gaucger S, Simmons BA, Lane TW (2009) Triacylglycerol accumulation and profiling in the model diatoms Thalassiosira pseudonana and Phaeodactylum tricornutum (Baccilariophyceae) during starvation. J Appl Phycol 21:669–681.

  • Zheng FY, Tu TX, Liu FJ, Huang XG, Li SX (2016) Influence of acidification and eutrophication on physiological functions of Conticribra weissflogii and Prorocentrum donghaiense. Aquat Toxicol 181:11–21.

  • Zhu CJ, Lee YK (1997) Determination of biomass dry weight of marine microalgae. J Appl Phycol 9:189–194

    Article  Google Scholar 

Download references

Acknowledgements

C. Couto was financed by a master’s scholarship from the Coordination for the Improvement of Higher Education Personnel (CAPES). F. Roselet is a postdoctoral fellow from CAPES. P.C. Abreu and C.R.B. Mendes are research fellows at the National Development Council Scientific and Technological (CNPq) of the Ministry of Sciences, Technology and Innovation.

Author information

Authors and Affiliations

Authors

Contributions

Couto carried out the experiments and wrote the manuscript. Hernándes, Alves Sobrinho, and Mendes analyzed the data. Roselet supervised the experimental work and Abreu revised the manuscript.

Corresponding author

Correspondence to Cynthia Couto.

Ethics declarations

Statement of informed consent, human/animal rights

No conflicts, informed consent, or human or animal rights are applicable to the study.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

In memoriam of Carlos Prentice Hernández

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (490 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Couto, C., Hernández, C.P., Alves Sobrinho, R.C.M. et al. Optimization of a low-cost fertilizer-based medium for large-scale cultivation of the coastal diatom Conticribra weissflogii using response surface methodology and its effects on biomass composition. J Appl Phycol 33, 2767–2781 (2021). https://doi.org/10.1007/s10811-021-02519-8

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10811-021-02519-8

Keywords

Navigation