Submitted:
11 October 2024
Posted:
11 October 2024
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Abstract
Keywords:
1. Introduction
Microfluidic and Droplet-Based Microfluidic Photobioreactors
2. Materials and Methods
2.1. Test Organisms and Chemicals
2.2. The Development of Microfluid Photobioreactor
2.3. Experimentals
2.3.1. Microfluidic Cultivation Setup
2.3.2. Microfluid Screening Parameter
2.3.3. Microflow-through Sensing and Data Processing
3. Results and Discussion
3.1. Microfluid Photo Bioreactor Characterization
3.2. Influence of Different Light Condition of Green Algae Chlorella vulgaris Growth
3.3. Influence of Different Light Condition of Cyanobacteria UTEX2973 Growth
3.4. Realization of the Combinatorial Effect of Dose-Response Experiment with NaCl under Various Light Condition
4. Conclusions and Outlook
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Guiry, M. How many species of algae are ther? J.Phycol. 2012, 1057–1063. [Google Scholar] [CrossRef] [PubMed]
- EL-Sheekh, M.M.; Dewidar, S.; Hamad, A. The Influence of Different Light Wavelengths on Growth, Enzymes Activity and Photosynthesis of the Marine Microalga Dunaliella parva W.Lerche 1937. Baghdad Sci.J 2021, 18, 268. [Google Scholar] [CrossRef]
- Seyfabadi, J.; Ramezanpour, Z.; Amini Khoeyi, Z. Protein, fatty acid, and pigment content of Chlorella vulgaris under different light regimes. J Appl Phycol 2011, 23, 721–726. [Google Scholar] [CrossRef]
- Ahmad, I.; Abdullah, N.; Koji, I.; Yuzir, A.; Eva Muhammad, S. Evolution of Photobioreactors: A Review based on Microalgal Perspective. IOP Conf. Ser.: Mater. Sci. Eng. 2021, 1142, 12004. [Google Scholar] [CrossRef]
- Shen, Y.; Yuan, W.; Pei, Z.J.; Wu, Q.; Mao, E. Microalgae Mass Production Methods. Transactions of the ASABE 2009, 52, 1275–1287. [Google Scholar] [CrossRef]
- Jodlbauer, J.; Rohr, T.; Spadiut, O.; Mihovilovic, M.D.; Rudroff, F. Biocatalysis in Green and Blue: Cyanobacteria. Trends Biotechnol. 2021, 39, 875–889. [Google Scholar] [CrossRef]
- Ardiansyah, S.R.; Orlando, A.M.; Rahman, A.; Prihantini, N.B.; Nasruddin. Tubular Photobioreactor: A Preliminary Experiment Using Synechococcus sp. (Cyanobacteria) Cultivated in NPK Media for Biomass Production as Biofuel Feedstock. Evergreen 2019, 6, 157–161. [Google Scholar] [CrossRef]
- Hentschke, G.S.; Gama, W.A., Jr. (Eds.) Chapter 1: Trends in Cyanobacteria: a contribution to systematics and biodiversity studies. In The pharmacological potential of cyanobacteria; Academic Press: London, United Kingdom; San Diego, CA, United States, 2022; ISBN 978-0-12-821491-6. [Google Scholar]
- Aboim, J.B.; Oliveira, D.T. de; Mescouto, V.A. de; Dos Reis, A.S.; Da Rocha Filho, G.N.; Santos, A.V.; Xavier, L.P.; Santos, A.S.; Gonçalves, E.C.; do Nascimento, L.A. Optimization of Light Intensity and NaNO3 Concentration in Amazon Cyanobacteria Cultivation to Produce Biodiesel. Molecules 2019, 24. [Google Scholar] [CrossRef]
- Cao, J.; Russo, D.A.; Xie, T.; Groß, G.A.; Zedler, J.A.Z. A droplet-based microfluidic platform enables high-throughput combinatorial optimization of cyanobacterial cultivation. Sci. Rep. 2022, 12, 15536. [Google Scholar] [CrossRef] [PubMed]
- Kim, H.; Weiss, T.L.; Thapa, H.R.; Devarenne, T.P.; Han, A. A microfluidic photobioreactor array demonstrating high-throughput screening for microalgal oil production. Lab Chip 2014, 14, 1415–1425. [Google Scholar] [CrossRef]
- Perin, G.; Cimetta, E.; Monetti, F.; Morosinotto, T.; Bezzo, F. Novel micro-photobioreactor design and monitoring method for assessing microalgae response to light intensity. Algal Res. 2016, 19, 69–76. [Google Scholar] [CrossRef]
- Whitesides, G.M. The origins and the future of microfluidics. Nature 2006, 442, 368–373. [Google Scholar] [CrossRef] [PubMed]
- Berlanda, S.F.; Breitfeld, M.; Dietsche, C.L.; Dittrich, P.S. Recent Advances in Microfluidic Technology for Bioanalysis and Diagnostics. Anal. Chem. 2021, 93, 311–331. [Google Scholar] [CrossRef] [PubMed]
- Nguyen, N. Mikrofluidik: Entwurf, Herstellung und Charakterisierung; B.G. Teubner Verlag/GWV Fachverlage GmbH: Wiesbaden, 2004. [Google Scholar]
- Niculescu, A.; Chircov, C.; Bîrcă, A.C.; Grumezescu, A.M. Fabrication and Applications of Microfluidic Devices: A Review. Int. J. Mol. Sci. 2021, 22. [Google Scholar] [CrossRef] [PubMed]
- Gharib, G.; Bütün, I.; Muganlı, Z.; Kozalak, G.; Namlı, I.; Sarraf, S.S.; Ahmadi, V.E.; Toyran, E.; van Wijnen, A.J.; Koşar, A. Biomedical Applications of Microfluidic Devices: A Review. Biosensors (Basel) 2022, 12. [Google Scholar] [CrossRef]
- Yang, Y.; Wang, C. Review of Microfluidic Photobioreactor Technology for Metabolic Engineering and Synthetic Biology of Cyanobacteria and Microalgae. Micromachines (Basel) 2016, 7. [Google Scholar] [CrossRef]
- Castaldello, C.; Sforza, E.; Cimetta, E.; Morosinotto, T.; Bezzo, F. Microfluidic Platform for Microalgae Cultivation under Non-limiting CO 2 Conditions. Ind. Eng. Chem. Res. 2019, 58, 18036–18045. [Google Scholar] [CrossRef]
- Westerwalbesloh, C.; Brehl, C.; Weber, S.; Probst, C.; Widzgowski, J.; Grünberger, A.; Pfaff, C.; Nedbal, L.; Kohlheyer, D. A microfluidic photobioreactor for simultaneous observation and cultivation of single microalgal cells or cell aggregates. PLoS One 2019, 14, e0216093. [Google Scholar] [CrossRef]
- Alias, A.B.; Mishra, S.; Pendharkar, G.; Chen, C.; Liu, C.; Liu, Y.; Yao, D. Microfluidic Microalgae System: A Review. Molecules 2022, 27. [Google Scholar] [CrossRef]
- Kürsten, D.; Cao, J.; Funfak, A.; Müller, P.; Köhler, J.M. Cultivation of Chlorella vulgaris in microfluid segments and microtoxicological determination of their sensitivity against CuCl2 in the nanoliter range. Eng. Life Sci. 2011, 11, 580–587. [Google Scholar] [CrossRef]
- Cao, J.; Kürsten, D.; Krause, K.; Kothe, E.; Martin, K.; Roth, M.; Köhler, J.M. Application of micro-segmented flow for two-dimensional characterization of the combinatorial effect of zinc and copper ions on metal-tolerant Streptomyces strains. Appl. Microbiol. Biotechnol. 2013, 97, 8923–8930. [Google Scholar] [CrossRef] [PubMed]
- Pit, A.; Duits, M.; Mugele, F. Droplet Manipulations in Two Phase Flow Microfluidics. Micromachines (Basel) 2015, 6, 1768–1793. [Google Scholar] [CrossRef]
- Cao, J.; Kürsten, D.; Schneider, S.; Knauer, A.; Günther, P.M.; Köhler, J.M. Uncovering toxicological complexity by multi-dimensional screenings in microsegmented flow: modulation of antibiotic interference by nanoparticles. Lab Chip 2012, 12, 474–484. [Google Scholar] [CrossRef]
- Colin, P.-Y.; Kintses, B.; Gielen, F.; Miton, C.M.; Fischer, G.; Mohamed, M.F.; Hyvönen, M.; Morgavi, D.P.; Janssen, D.B.; Hollfelder, F. Ultrahigh-throughput discovery of promiscuous enzymes by picodroplet functional metagenomics. Nat Commun 2015, 6, 10008. [Google Scholar] [CrossRef]
- Lemke, K.; Förster, T.; Römer, R.; Quade, M.; Wiedemeier, S.; Grodrian, A.; Gastrock, G. A modular segmented-flow platform for 3D cell cultivation. J. Biotechnol. 2015, 205, 59–69. [Google Scholar] [CrossRef]
- Martin, K.; Henkel, T.; Baier, V.; Grodrian, A.; Schön, T.; Roth, M.; Michael Köhler, J.; Metze, J. Generation of larger numbers of separated microbial populations by cultivation in segmented-flow microdevices. Lab Chip 2003, 3, 202–207. [Google Scholar] [CrossRef]
- Zheng, B.; Tice, J.D.; Ismagilov, R.F. Formation of Droplets of Alternating Composition in Microfluidic Channels and Applications to Indexing of Concentrations in Droplet-Based Assays. Anal. Chem. 2004, 76, 4977–4982. [Google Scholar] [CrossRef] [PubMed]
- Churski, K.; Kaminski, T.S.; Jakiela, S.; Kamysz, W.; Baranska-Rybak, W.; Weibel, D.B.; Garstecki, P. Rapid screening of antibiotic toxicity in an automated microdroplet system. Lab Chip 2012, 12, 1629–1637. [Google Scholar] [CrossRef]
- Cao, J.; Richter, F.; Kastl, M.; Erdmann, J.; Burgold, C.; Dittrich, D.; Schneider, S.; Köhler, J.M.; Groß, G.A. Droplet-Based Screening for the Investigation of Microbial Nonlinear Dose-Response Characteristics System, Background and Examples. Micromachines (Basel) 2020, 11. [Google Scholar] [CrossRef]
- Yu, J.; Liberton, M.; Cliften, P.F.; Head, R.D.; Jacobs, J.M.; Smith, R.D.; Koppenaal, D.W.; Brand, J.J.; Pakrasi, H.B. Synechococcus elongatus UTEX 2973, a fast growing cyanobacterial chassis for biosynthesis using light and CO₂. Sci. Rep. 2015, 5, 8132. [Google Scholar] [CrossRef]
- Coronado-Reyes, J.A.; Salazar-Torres, J.A.; Júarez-Campos, B.; González-Hernández, J.C. Chlorella vulgaris, a microalgae important to be used in Biotechnology: a review. Food Sci. Technol 2022, 42. [Google Scholar] [CrossRef]
- Mangesh, B.; Sugantham, F. Effect of Light Wavelengths on Biomass Production and Pigment Enhancement of Chlorella vulgaris in Indoor System. Research Journal of Biotechnology 2019, 14, 111–117. [Google Scholar] [CrossRef]
- Baidya, A.; Akter, T.; Islam, M.R.; Shah, A.K.M.A.; Hossain, M.A.; Salam, M.A.; Paul, S.I. Effect of different wavelengths of LED light on the growth, chlorophyll, β-carotene content and proximate composition of Chlorella ellipsoidea. Heliyon 2021, 7, e08525. [Google Scholar] [CrossRef] [PubMed]
- Yadav, P.; Singh, R.P.; Rana, S.; Joshi, D.; Kumar, D.; Bhardwaj, N.; Gupta, R.K.; Kumar, A. Mechanisms of Stress Tolerance in Cyanobacteria under Extreme Conditions. Stresses 2022, 2, 531–549. [Google Scholar] [CrossRef]
- Luimstra, V.M.; Schuurmans, J.M.; Verschoor, A.M.; Hellingwerf, K.J.; Huisman, J.; Matthijs, H.C.P. Blue light reduces photosynthetic efficiency of cyanobacteria through an imbalance between photosystems I and II. Photosynth. Res. 2018, 138, 177–189. [Google Scholar] [CrossRef]
- Singh, R.P.; Yadav, P.; Kujur, R.; Pandey, K.D.; Gupta, R.K. Cyanobacteria and salinity stress tolerance. In Cyanobacterial Lifestyle and its Applications in Biotechnology; Elsevier, 2022; pp. 253–280. ISBN 9780323906340. [Google Scholar]








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