Abstract
Photosynthetic microorganisms have been widely studied as an alternative technology for CO2 capture. Aiming to overcome some operational challenges in the application of these microorganisms for gas treatment on a large scale, the immobilization of microalgae in solid matrices emerges as an alternative to facilitate effective management of microalgae culture during harvesting process. In this work, different matrices for microalgae immobilization composed of silica/alginate were obtained varying silica precursors. The synthesized materials were characterized in terms of their specific surface area, cell viability, transparency and physical-chemical properties. Additionally, a new methodology was developed to evaluate the CO2 capture by microalgae using a pressurized system with natural gas mixture. Tests were carried out exploring the influence of some variables, such as headspace volume, cell concentration, stirring and pressure. Once the optimized parameters were established, the amount of CO2 captured by immobilized microalgae was investigated for 7 days by determining the CO2 relative concentrations using gas chromatography. The results of immobilized microalgae showed levels of CO2 removal of 41.4%. This work proved the potential application of the studied biomaterial for natural gas processing, making even more feasible the adoption of this technology for selective capture of CO2 on an industrial scale.
Keywords:
microalgae; carbon capture; silica hydrogel; immobilized microorganisms
INTRODUCTION
The increasing global demand for energy, added to the current and worrying environmental scenario, urgently drives the search for new technologies that guarantee a more sustainable economic and social development. To mitigate the harmful effects caused by the unbridled emission of harmful gases, industries everywhere are opting for cleaner energy matrices. Due to this fact, the increasing adoption of natural gas as a primary energy source has become more prevalent. According to the International Energy Agency (IEA), natural gas presently accounts for 23% of global energy demand, experiencing the most significant growth in consumption among all fuels during the past decade. As the interest in natural gas continues to surge, there is a growing imperative to advance technologies and innovations that optimize its processing. This development is crucial in reducing production costs and thus promoting the adoption of natural gas as an energy source. This energy sector generates hundreds of billions of dollars a year in economic activity and is expected to maintain rapid growth in the years ahead.11 International Energy Agency; Gas Market Report Q1 2023 including Gas Market Highlights 2022, https://www.iea.org/reports/gas-market-report-q1-2023, accessed in February 2024
https://www.iea.org/reports/gas-market-r...
Currently, substantial investments are being made each year in the field of carbon capture. This is primarily due to the imperative of separating CO2 from the natural gas stream, as required by legislation, to ensure both its energy value and industrial safety. Broadly speaking, there are three primary methods for capturing CO2 from the gas mixture: absorption using chemical solvents (such as aqueous amine solution), adsorption through solid solvents, and membrane separation (selective polymeric barrier). Each technology is at a different stage of development and possesses its own limitations and drawbacks, including high energy expenditure, generation of toxic by-products, high production cost, low durability, etc.22 Sifat, N. S.; Haseli, Y.; Energies (Basel, Switz.) 2019, 12, 4143. [Crossref]
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The use of gaseous waste to produce compounds of interest is an economically sustainable and attractive approach. In this context, microalgae, which are unicellular microorganisms, can represent a great technological advance in the field of carbon capture and utilization,33 Onyeaka, H.; Miri, T.; Obileke, K.; Hart, A.; Anumudu, C.; Al-Sharify, Z. T.; Carbon Capture Sci. Technol. 2021, 1, 100007. [Crossref]
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once these microorganisms are capable of fixing CO2 during photosynthesis while accumulating biomass, rich in proteins and lipids.44 Sadvakasova, A. K.; Kossalbayev, B. D.; Bauenova, M. O.; Balouch, H.; Leong, Y. K.; Zayadan, B. K.; Huang, Z.; Alharby, H. F.; Tomo, T.; Chang, J. S.; Algal Res. 2023, 72, 103096. [Crossref]
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, 55 Jiang, L.; Luo, S.; Fan, X.; Yang, Z.; Guo, R.; Appl. Energy 2011, 88, 3336. [Crossref]
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High CO2 capture rates can be reached under ideal conditions,66 Keffer, J. E.; Kleinheinz, G. T.; J. Ind. Microbiol. Biotechnol. 2002, 29, 275. [Crossref]
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as well as good tolerance to gas mixtures and selective CO2 capture.77 Gebreslassie, B. H.; Waymire, R.; You, F.; AIChE J. 2013, 59, 1599. [Crossref]
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, 99 Thomas, D. M.; Mechery, J.; Paulose, S. V; Environ. Sci. Pollut. Res. 2016, 23, 16926. [Crossref]
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In 1993, Conde et al.1010 Conde, J. L.; Moro, L. E.; Travieso, L.; Sanchez, E. P.; Leiva, A.; Dupeiron, R.; Escobedo, R.; Biotechnol. Lett. 1993, 15, 317. [Crossref]
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reported, for the first time, biogas purification using microalgae cultures, improving methane content in the gaseous flux. Although the potential of microalgae for methane gas processing has been already proven in the literature,1111 Tongprawhan, W.; Srinuanpan, S.; Cheirsilp, B.; Bioresour. Technol. 2014, 170, 90. [Crossref]
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, 1212 Srinuanpan, S.; Cheirsilp, B.; Kitcha, W.; Prasertsan, P.; Renewable Energy 2017, 113, 1229. [Crossref]
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there are still a few studies exploring the applicability of microalgae for carbon selective capture processes in natural gas.1313 Khoobkar, Z.; Amrei, H. D.; Heydarinasab, A.; Mirzaie, M. A. M.; J. CO2 Util. 2022, 64, 102153. [Crossref]
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The immobilization of microalgae in solid matrices emerges as an important strategy, offering substantial advancements in the feasibility of applying these microorganisms on a large industrial scale. This approach represents a significant operational optimization in the process of CO2 biocapture. Unlike traditional cultivation, where the cells are free in the aqueous medium, the immobilization of microorganisms refers to the microalgae entrapment into a solid matrix, making their handling much more practical, overcoming a big economical challenge for the applicability of this technology in an industrial scale during the harvesting stage, which can actually represent 20-30% of the final cost of the process.1414 Molina Grima, E.; Belarbi, E. H.; Acién Fernandez, F. G.; Robles Medina, A.; Chisti, Y.; Biotechnol. Adv. 2003, 20, 491. [Crossref]
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In addition, the use of this technique can avoid genetic mutations, ensure high cell density and increase cell tolerance to environmental factors, such as pH changes and temperature.1515 Wollmann, F.; Dietze, S.; Ackermann, J.; Bley, T.; Walther, T.; Steingroewer, J.; Krujatz, F.; Eng. Life Sci. 2019, 19, 860. [Crossref]
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Several parameters must be considered when choosing the material for the immobilization matrix, such as cytotoxicity and genotoxicity, chemical composition, synthesis method, surface morphology, mechanical and chemical stability, and, in the case of photosynthetic organisms, transparency.1616 Vasilieva, S. G.; Lobakova, E. S.; Lukyanov, A. A.; Solovchenko, A. E.; Moscow Univ. Biol. Sci. Bull. (Engl. Transl.) 2016, 71, 170. [Crossref]
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Natural polymers (mainly alginates and carrageenan) are already well-consolidated materials for cell immobilization, being widely used for microorganisms entrapment.1717 Gasperini, L.; Mano, J. F.; Reis, R. L.; J. R. Soc., Interface 2014, 11, 20140817. [Crossref]
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Despite their high biocompatibility, their durability is limited due to their low stability in aqueous medium,1818 Moreno-Garrido, I.; Bioresour. Technol. 2008, 99, 3949. [Crossref]
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being susceptible to cell leakage. In addition, they exhibit low mechanical resistance, high fracture susceptibility due to osmotic pressure of external conditions, and low-temperature stability.1919 Mørch, Y. A.; Donati, I.; Strand, B. L.; Skjak-Braek, G.; Biomacromolecules 2006, 7, 1471. [Crossref]
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, 2020 Hecht, H.; Srebnik, S.; Biomacromolecules 2016, 17, 2160. [Crossref]
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As an alternative, silica materials are winning great credibility in the microorganisms entrapment context.2121 Lei, Q.; Guo, J.; Noureddine, A.; Wang, A.; Wuttke, S.; Brinker, C. J.; Zhu, W.; Adv. Funct. Mater. 2020, 30, 1909539. [Crossref]
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The use of silica as an immobilization matrix for microalgae has been studied mainly in the biosensors and metabolites production area.2222 Peña-Vázquez, E.; Maneiro, E.; Pérez-Conde, C.; Moreno-Bondi, M. C.; Costas, E.; Biosens. Bioelectron. 2009, 24, 3538. [Crossref]
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, 2323 Ferro, Y.; Perullini, M.; Jobbagy, M.; Bilmes, S. A.; Durrieu, C.; Sensors 2012, 12, 16879. [Crossref]
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, 2424 Perullini, M.; Ferro, Y.; Durrieu, C.; Jobbagy, M.; Bilmes, S. A.; J. Biotechnol. 2014, 179, 65. [Crossref]
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, 2525 Depagne, C.; Roux, C.; Coradin, T.; Anal. Bioanal. Chem. 2011, 400, 965. [Crossref]
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Even though silica showed great results in previous studies, the inorganic matrix itself is still not completely ideal due to its rigid network, toxicity in certain concentrations, and high susceptibility to fractures.2626 Meunier, C. F.; Dandoy, P.; Su, B. L.; J. Colloid Interface Sci. 2010, 342, 211. [Crossref]
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Trying to overcome both limitations and combine characteristics of interest, hybrid materials appear as an attractive alternative.
There are still relatively few studies reported in the literature exploring the applicability of hybrid materials, associating viscoelastic biopolymers with resistant silica networks. In 1988, Fukushima et al.2121 Lei, Q.; Guo, J.; Noureddine, A.; Wang, A.; Wuttke, S.; Brinker, C. J.; Zhu, W.; Adv. Funct. Mater. 2020, 30, 1909539. [Crossref]
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described hybrid capsules with desirable properties using a simple and fast synthesis process. Since then, a few other attempts to obtain hybrid biopolymers using alginate and silica for cell immobilization were reported. Desmet et al.2828 Desmet, J.; Meunier, C. F.; Danloy, E. P.; Duprez, M. E.; Hantson, A. L.; Thomas, D.; Cambier, P.; Rooke, J. C.; Su, B. L.; J. Mater. Chem. A. 2014, 2, 20560. [Crossref]
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explored a series of material optimizations by developing, for the first time, microalgae hybrid capsules for the production of high-value compounds. Nevertheless, the utilization of these hybrid capsules for CO2 capture has never been explored thus far. This study aims to tailor a biomaterial consisting of microalgae immobilized in various hybrid matrices based on silica and alginate in order to obtain a system with intended purpose of CO2 capture from natural gas and easy harvesting process of microalgae from the culture medium. The capacity of this biomaterial to capture CO2 in a typical Brazilian pre-salt natural gas mixture (comprising 35% CO2 and 65% CH4) is experimentally assessed. Furthermore, a novel methodology was developed to evaluate CO2 capture by microalgae employing an innovative static system pressurized with simulate natural gas mixture.
EXPERIMENTAL
Microorganisms
The microalgae Chlorella vulgaris was chosen due to its large use in studies for CO2 capture. The microalgae culture was maintained in Guillard f/2 medium (marine water enhancement solution, Sigma Aldrich, 50× stock solution) at 25 °C under magnetic stirring for 24 h photoperiod using 40 W fluorescent lamps located 15 cm from the culture flask. The necessary volume of microalgae culture to be used in the CO2 capture tests was estimated by direct counting in an optical microscope using a counting chamber.
Synthesis of matrices for encapsulation
Two different silica precursors were investigated, individually or in combination, as a matrix material, with alginate. The synthesis of the matrix for encapsulation was based on the protocol presented by Fukushima et al.2121 Lei, Q.; Guo, J.; Noureddine, A.; Wang, A.; Wuttke, S.; Brinker, C. J.; Zhu, W.; Adv. Funct. Mater. 2020, 30, 1909539. [Crossref]
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and Desmet et al.,2828 Desmet, J.; Meunier, C. F.; Danloy, E. P.; Duprez, M. E.; Hantson, A. L.; Thomas, D.; Cambier, P.; Rooke, J. C.; Su, B. L.; J. Mater. Chem. A. 2014, 2, 20560. [Crossref]
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which describe the formation of silica-alginate spheres through the dripping of the mixture of precursors in a solution of catalysts. The composition of each tested matrix is summarized in Table 1.
For the synthesis of matrix named A, sodium silicate (10× dilution, 25.5-28.5%, Sigma-Aldrich) solution was acidified until reached pH 8 using HCl 3 M. After pH adjustment, the silica solution was mixed with sodium alginate (3 wt.%, Sigma-Aldrich) in equal volumes. The mixture of silica-alginate was dropped in the catalyst solution (containing 0.4 wt.% poly(diallyldimethylammonium chloride) (PDADMAC) and 20 mM of CaCl2) under agitation, forming visible spheres. After 20 min, the capsules were washed in distillate water and left to maturate in Guillard f/2 culture medium for further tests. Matrix B was prepared analogous to matrix A, but the silica precursor used was colloidal silica (Ludox 40-HS, 2× dilution, Sigma-Aldrich) and the pH was adjusted to 1. For matrix C, the combination of the two silica precursors was explored (Ludox HS-40, 2× dilution and sodium silicate, 10× dilution). The silica solution was made by mixing the two precursors in 1:1 (v/v) proportion. Then, the pH was adjusted to 1 and the solution was mixed with sodium alginate in equal volumes. The synthesis followed the same steps as previously described. Table 1 summarizes the matrices synthesized for microalgae encapsulation. The main synthesis steps of the spheres and immobilization of microalgae are illustrated in the scheme shown in Figure 1.
Material characterization
The morphological characteristics of the hybrid beads surface were analyzed by field emission scanning electron microscopy (FE-SEM). The images were obtained using Inspect model F50 (FEI Company, Hillsboro, USA) microscope in secondary electrons mode. Samples were first dehydrated with successive ethanol baths of increasing concentrations followed by supercritical CO2 drying. After that, the samples were coated with gold to become conductor and avoid any possible charging effects caused by the electron beam. Information on microalgae immobilization was obtained by analyzing the spheres in cross-sections.
The optical properties of the produced capsules were qualitatively evaluated using a stereomicroscope STEMI 305 model (Zeiss, Oberkochen, Germany). Images of the external layers of the material were obtained using Olympus PMG 3 reflection microscope and Image J software2929 Schneider, C. A.; Rasband, W. S.; Eliceiri, K. W.; Nature Methods 2012, 9, 671. [Crossref]
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was used to calculate the average diameter of spheres.
Fourier transform infrared spectroscopy (FTIR) was used to evaluate the functional groups present in the different matrices. For FTIR analysis, a spectrometer Spectrum 100 (Perkin-Elmer, Waltham, Massachusetts, USA) was used in UATR (universal attenuated total reflectance) mode. The range of recorded wavelengths was 4000 to 650 cm−1 with a resolution of 4 cm−1.
The matrices specific surface area, specific pore volume and mean pore diameter were evaluated using a Nova 4200 high-speed nitrogen adsorption surface area analyzer (Quantachrome, Boyton Beach, USA) and the analysis temperature was set to −196 °C. The specific surface area was calculated using the BET equations (Brunauer-Emmett-Teller) and the average pore size was confirmed by the BJH method (Barrett-Joyner-Halenda).
The optical proprieties, FTIR and surface area analysis were carried out using spheres without microalgae. After synthesis, the spheres were dried at room temperature and atmospheric pressure for 2 days. Then, the spheres were kept at 60 °C for additional 24 h to ensure complete drying.
The autofluorescence property of photosynthetic pigments contained in microalgae was explored to identify the cell viability and distribution of microalgae in the capsules. For this purpose, a small transversal slice of the sphere was cut manually with the aid of a blade and immediately analyzed in a confocal fluorescence microscope model TCS SP8 (Leica, Wetzlar, Germany), using an excitation wavelength of 488 nm. The fluorescence signal was read in the 690-730 nm wavelength range. Cell viability was qualitatively assessed using apparent fluorescence intensity every 7 days, for 14 days, to obtain information about the functional durability of the biomaterial. During this period, the spheres containing the immobilized cells were maintained at same culture temperature and photoperiod conditions, without stirring.
Immobilization of microorganisms
The cells were prepared by centrifuging a predetermined volume of microalgae culture (estimated by direct counting in the counting chamber) and resuspending the pellets in the sodium alginate solution (3 wt.%, Sigma-Aldrich). The cell entrapment was made following the same steps as matrix synthesis (previously described in sub-section Synthesis of matrices for encapsulation), with sodium alginate solution containing the microalgae cells.
Bioreactor parameters optimization for CO2 capture test
Aiming to overcome the complexity and related costs of traditional gas flow capture tests, this work proposes an alternative method based on a static pressurized system. The experimental apparatus is shown in Figure 2. A laboratory-scale bioreactor with a capacity of 200 mL, pressurized with a mixture of natural gas composed of 35% CO2 and 65% CH4 (Air Products, purity > 99.9%), was used. For optimization tests, the free microalgae culture was centrifugated, resuspended in Guillard f/2 culture media, added to the bioreactor, and the atmosphere air was purged through 5 cycles of natural gas mixture pressurization followed by depressurization, lasting 30 s each. The bioreactor was kept under the same conditions of temperature and photoperiod as the cell culture. Gas samples of 30 µL were taken using a micro syringe and the relative concentration of the gases was analyzed by gas chromatography in day 0 and day 8.
Several optimization tests were carried out to determine the ideal parameters for the CO2 capture assay. The influence of headspace volume, cell concentration, stirring, and pressure on the system efficiency was explored. The parameters of study were chosen based on previous studies.3030 Polesso, B. B.; Bernard, F. L.; Ferrari, H. Z.; Duarte, E. A.; Vecchia, F. D.; Einloft, S.; Heliyon 2019, 5, e02183. [Crossref]
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, 3131 Yan, C.; Zheng, Z.; Appl. Energy 2014, 113, 1008. [Crossref]
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, 3232 Srinuanpan, S.; Cheirsilp, B.; Boonsawang, P.; Prasertsan, P.; Bioresour. Technol. 2019, 281, 149. [Crossref]
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The conditions in which each variable was tested are shown in Table 2.
The influence of stirring was performed by filling 50% of the bioreactor capacity (100 mL) with 106 cells mL−1 density microalgae culture. The system was pressurized to 2 bar using natural gas mixture and the percentage of captured CO2 was evaluated. Continuous stirring (using a magnetic stirrer) and manual stirring (once per day) were tested. For comparison purposes, the gas concentration values in the absence of microalgae, using only the culture medium, were also measured.
After determining the influence of stirring, two cell densities were tested: 106 and 107 cells mL−1, to investigate the effect of cell concentration on CO2 capture efficiency. In this test, 50% of the occupied bioreactor volume (100 mL of culture) was used and the system pressure was changed to 1 bar. The test was done with continuous magnetic stirring.
Tests were performed to determine if the amount of gas interferes with the ability to capture CO2 by microalgae in this system. For this, the headspace volume of the bioreactor was reduced to 10% and the pressure was changed to 0.7 bar. This test was done using 107 cells mL−1 cell density and with continuous magnetic stirring.
To make sure that the CO2 removal rate is due to microalgae biocapture, a test was run in presence of 10 mL silica matrix and pure culture media (until complete 180 mL) was used. The bioreactor was pressurized until 0.7 bar.
The optimized parameters were established once a satisfactory CO2 removal value was reached (~ 30%).
CO2 capture test using immobilized microalgae
Once the parameters were established by previous tests (see sub-section Bioreactor parameters optimization for CO2 capture test), the CO2 biofixation by immobilized microalgae was finally investigated. The relative concentration of CO2/CH4 was determined by taking samples once a day, for 8 days. The matrix that showed qualitatively the best results in terms of transparency, superficial area, and cell vitality was selected for this test.
The bioreactor was filled with 10 mL of spheres containing the immobilized microalgae and completed until 180 mL with culture medium. The test was performed using 106 cells mL−1, 0.7 bar and under continuous magnetic stirring. The temperature and photoperiod were maintained as the same as culture conditions. The relative concentration of the gases was analyzed by gas chromatography for 8 days. To ensure that the measured CO2 captured is due to carbon biofixation by microalgae, another test was performed in the absence of microorganisms, using only the silica/alginate matrix and culture medium.
Gas chromatography
The relative composition of the gas in the CO2 capture tests was determined by gas chromatography using a GC2014, Shimadzu equipment (Kyoto, Japan) coupled to a thermal conductivity detector (DCT). A Restek® CG capillary column (SchinCarbon ST 100/120; 2 m; 1 mm ID) was employed (140 °C) and helium was used as carrier gas (10 mL min−1 flow). The natural gas mixture (relative CH4 and CO2 content) and the percentage of captured CO2 were evaluated. The CO2 captured by immobilized microalgae was calculated according to Equation 1:
RESULTS AND DISCUSSION
Physical and morphological proprieties of synthetized spheres
Since the CO2 capture potential by microalgae is closely tied to photosynthetic activity, it is important to ensure that the sphere matrix enables light to pass through. The transparency of matrices was qualitatively accessed by optical microscopy. The images of the spheres synthesized using different precursors are shown in Figure 3. The matrix B, composed by Ludox/alginate (Figure 3b), was the one that exhibited qualitatively the highest transparency, while the silicate/alginate and silicate/Ludox/alginate matrices present a certain level of opacity, but still considered transparent (see Figures 3a and 3c). It is known that the optical properties of silica matrices are directly affected by the pH at which condensation is induced, changing the charges of the precursors and, consequently, the material morphology. The pH affects the interactions between particles, which can induce the formation of agglomerates and precipitates, causing light dispersion.3333 Hernández-González, A. C.; Téllez-Jurado, L.; Rodríguez-Lorenzob, L. M.; Carbohydr. Polym. 2020, 250, 116877. [Crossref]
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For better assessment of spheres transparency, future studies involving light transmittance analysis should be carried out.
Optical microscopy images of the different spheres obtained: (a) silicate/alginate; (b) Ludox/alginate and (c) silicate/Ludox/alginate
The average diameter of the spheres varied based on the different matrices, as shown in Table 3.
Average diameter, expressed in mm, of synthetized spheres using different silica precursors determined by optical microscopy
This variation can be attributed to the presence of colloidal silica particles that hinder the condensation process of silane groups, limiting the contraction of the network. This phenomenon provides an explanation for the observed diameter variation. Also, the pH during condensation plays a significant hole in the shrinkage of the silica network.3434 Kurayama, F.; Suzuki, S.; Oyamada, T.; Furusawa, T.; Sato, M.; Suzuki, N.; J. Colloid Interface Sci. 2010, 349, 70. [Crossref]
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The cross-sections images of the spheres, shown in Figure 4, confirm that the structure of all matrices consists of a rigid external layer and a core of viscous hybrid matrix of alginate/silica, as already described by other authors.2828 Desmet, J.; Meunier, C. F.; Danloy, E. P.; Duprez, M. E.; Hantson, A. L.; Thomas, D.; Cambier, P.; Rooke, J. C.; Su, B. L.; J. Mater. Chem. A. 2014, 2, 20560. [Crossref]
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The literature also reports the presence of an extra external PDADMAC layer, which could be observed only in matrix B as shown in Figure 5, possibly due to its greater transparency. Further studies are needed to better understand the optical proprieties of hybrid silica/alginate materials.
Optical microscopy image of spheres cross-sectional: (a) silicate/alginate; (b) Ludox/alginate; (c) silicate/Ludox/alginate
Optical microscopy image of cross-sectional slices of Matrix B (Ludox/alginate) sphere, highlighting the different outer layers
SEM images shown in Figure 6 illustrate different morphologies of the capsules outer layer. The matrices containing colloidal silica particles exhibited a rough surface, probably due to the presence of colloidal silica particles, while the matrix composed only of silicate/alginate presented a smoother surface.
SEM images of the spheres surface: (a) silicate/alginate; (b) Ludox/alginate; (c) silicate/Ludox/alginate
The spheres cross-sectional images (see Figure 7) evidence a tridimensional, porous and homogeneous morphology matrix. Furthermore, the presence of microalgae was observed in the core of the spheres, confirming microorganism’s immobilization.
Spheres cross-section SEM images showing the presence of microalgae in the matrices: (a) silicate/alginate; (b) Ludox/alginate; (c) silicate/Ludox/alginate
SEM images of matrix B and C (Figures 1b and 1c) reveal distinct granularity in the microalgae, suggesting the accumulation of silica nanoparticles on the cell walls of these microorganisms. Previous studies have documented the potential toxicity of nanosilica accumulation around cells on biological systems.3535 Mebert, A. M.; Baglole, C. J.; Desimone, M. F.; Maysinger, D.; Food Chem. Toxicol. 2017, 109, 753. [Crossref]
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To investigate the impact of this particle deposition on cell viability, we further assessed the integrity of the photosynthetic system using fluorescence confocal microscopy.
Surface properties of spheres
Considering the application of spheres as an encapsulating agent for microalgae to capture CO2, the diffusion of nutrients and other molecules (such as bicarbonate) is a key factor and is directly related to the porosity and specific surface area of the material.3636 Perullini, M.; Amoura, M.; Roux, C.; Coradin, T.; Livage, J.; Japas, M. L.; Jobbágy, M.; Bilmes, S. A.; J. Mater. Chem. 2011, 21, 4546. [Crossref]
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The surface characterization of materials according to their pore volume, surface area, porosity and pore distribution is fundamental for material selection and performance optimization for numerous industrial applications.3131 Yan, C.; Zheng, Z.; Appl. Energy 2014, 113, 1008. [Crossref]
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The adsorption and desorption curves of the different matrices are shown in Figure 8. According to Figure 8a, matrix A showed a typical type I (IUPAC classification) curve, being classic of microporous material. The steep adsorption uptake at low relative pressures is given by enhanced adsorbent-adsorptive interactions, and the limiting point is governed by the accessible micropore volume. When type I micropore isotherms do not reach a plateau below P/P0 values of approximately 0.1, it suggests that the sample may have a broader range of pore size distributions, including wider micropores and potentially narrow mesopores (< 2.5 nm). This classification aligns with type I (Figure 8b) isotherms, which is further supported by the average pore values documented in Table 4.3838 Kruk, M.; Jaroniec, M.; Chem. Mater. 2001, 13, 3169. [Crossref]
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Hysteresis is a phenomenon commonly observed in porous materials, associated with the presence of metastable states, linked to capillary condensation of the molecular probe on mesopores. The low-pressure hysteresis observed in curve (Figure 8a) is commonly reported for some porous solids such as ordered mesoporous silicas and associated with the lack of equilibrium in the adsorption isotherm and/or the lack of proper outgassing, mainly found in porous materials where narrow pore constrictions are expected.3939 Silvestre-Albero, A. M.; Juárez-Galán, J. M.; Silvestre-Albero, J.; Rodríguez-Reinoso, F.; J. Phys. Chem. C 2012, 116, 16652. [Crossref]
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The isotherm of matrix B (Figure 8b) can be classified as a classic type IV, given by mesoporous adsorbents where the initial adsorption is followed by pore condensation at high relative pressure. After the pores are filled, the isotherm reaches a saturation plateau. When the capillary condensation is accompanied by the hysteresis phenomenon, as shown in Figure 8b, the curve is classified as type IV (a).4040 Thommes, M.; Kaneko, K.; Neimark, A. V.; Olivier, J. P.; Rodriguez-Reinoso, F.; Rouquerol, J.; Sing, K. S. W.; Pure Appl. Chem. 2015, 87, 1051. [Crossref]
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Finally, the isotherm of the biomaterial synthesized using a mixture of silica precursors (matrix C) can be classified by type V, showing weak adsorbent-adsorbate interactions at low relative pressure range. At high pressure, hysteresis took place, being analogous to type IV curves. Type V curves are also classic of mesoporous materials, confirming the data shown at Table 4.3838 Kruk, M.; Jaroniec, M.; Chem. Mater. 2001, 13, 3169. [Crossref]
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, 4141 Thommes, M.; Chem. Ing. Tech. 2010, 82, 1059. [Crossref]
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Adsorption (red) and desorption (blue) curves of the different matrices: (a) matrix A (silicate/alginate); (b) matrix B (Ludox/alginate); (c) matrix C (silicate/Ludox/alginate)
Specific surface area, average pore volume and pore size for the three different matrices are shown in Table 4. The composition of the sphere can drastically influence the textural properties, thus affecting the permeability of substances. It is noted that there is a greater similarity between the adsorption/desorption curves of matrix B (Ludox/alginate) and matrix C (silicate/Ludox/alginate), indicating that the presence of colloidal silica particles drastically influences the surface properties of the material. The specific surface area increased as the concentration of colloidal silica (Ludox) in the material increased (Table 4). The synthesis of matrix C material likely leads to the formation of pores because it involves the condensation of soluble precursors (sodium silicate) around colloidal particles. These particles then act as a site for the formation of pores, which are surrounded by a silicate network. This suggests that increasing the concentration of colloidal particles leads to an increase in the material’s porosity. According to Table 4, the presence of colloidal silica can also impact the pore size of the hybrid material network. The effect of colloidal silica particles in this kind of hybrid matrix has not yet been explored so far, and it would be beneficial to further investigate this phenomenon.
The matrix A, composed of silicate/alginate, showed a specific surface area of 16.881 m2 g−1, while the specific surface area for the matrix C (silicate/Ludox/alginate) was about 4 times higher (70.872 m2 g−1). The matrix B (Ludox/alginate) presented 142.282 m2 g−1 of surface area, showing higher porosity caused by the greater amount of colloidal silica particles.
The pore volume is also an important parameter for the diffusion of nutrients and gases in the material, being a critical point for cell survival and CO2 capture. High porosity and pore volume is also desired for obtaining metabolites of interest, such as lipids. According to Table 4, in all the matrices, the average pore volume varied into nanometric scale, which is smaller than the size of the microalgae (micrometric), ensuring the imprisonment of the cells in the matrix and preventing them from escaping into the medium and, simultaneously, ensuring proper nutrients and gas diffusion.
Matrices molecular structure
The molecular structure, microstructure, morphology, optical and physicochemical properties of the capsules for microorganism immobilization directly depend on the polycondensation reactions during the sol-gel process, which in turn are directly affected by the nature of the silica precursors.4242 Innocenzi, P.; The Sol-to-Gel Transition, 2nd ed.; Springer: Cham, 2016. [Crossref]
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FTIR analyzes were carried out to determine the functional groups present in the different matrices. Figure 9 shows the characteristic bands of COO- functional groups of alginate (at wavelengths 1616 and 1421 cm−1)3333 Hernández-González, A. C.; Téllez-Jurado, L.; Rodríguez-Lorenzob, L. M.; Carbohydr. Polym. 2020, 250, 116877. [Crossref]
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present in all matrices. The bands at 1062 and 789 cm−1 correspond to the stretching of asymmetric and symmetric Si-O-Si bonds,4343 Wang, F.; Zhang, Z.; Yang, J.; Wang, L.; Lin, Y.; Wei, Y.; Fuel 2013, 107, 394. [Crossref]
Crossref...
respectively, confirming the silica condensation. The peaks observed at 972 and 943 cm−1 represent Si-OH bonds,4343 Wang, F.; Zhang, Z.; Yang, J.; Wang, L.; Lin, Y.; Wei, Y.; Fuel 2013, 107, 394. [Crossref]
Crossref...
indicating the presence of silane species generated during the hydrolysis step of the sol-gel process. The FTIR results confirm the similarity of the chemical composition of the three matrices, which is more evident in the case of matrix B (Ludox/alginato) and matrix C (silicate/Ludox/alginate). However, the small displacement of some characteristic bands and the relative signal decreasing observed for matrix C (silicate/Ludox/alginate) and matrix A (silicate/alginate) can indicate that the presence of sodium silicate can cause a change in the interaction of the compounds, probably due to the existence of Na+ ions. Nonetheless, it is important to emphasize that the concentration of the corresponding functional group has no direct relation to the intensity of the bands.
Viability of immobilized microalgae in different matrices
The fluorescence of the photosynthetic pigments (chlorophyll a and b) was qualitatively evaluated by confocal microscopy to confirm the presence of microalgae inside the spheres and also to ensure that the photosynthetic apparatus remained intact after immobilization process. As can be seen in Figure 10, the presence of fluorescent spots in the nucleus of the spheres observed under confocal fluorescence microscope confirms that the cells were homogeneously distributed within the different hybrid matrices without affecting their photosynthetic apparatus during immobilization process. The durability of cell viability in different matrices was acessed by qualitatively analyzing, every 7 days, the presence and intensity of fluorescence points in the core of the spheres. After 7 days, the presence of cell clusters is observed (Figure 10), indicating that cell multiplication occurred. This result confirms that the microalgae maintained their ability to proliferate and cell clusters are formed because the solid matrix limits the mobility of these microorganisms. Cell multiplication in this type of hybrid matrix composed of silica/alginate has already been observed by other authors.4444 Pannier, A.; Soltmann, U.; Soltmann, B.; Altenburger, R.; Schmitt-Jansen, M.; J. Mater. Chem. B 2014, 2, 7896. [Crossref]
Crossref...
After 14 days, the spheres still showed some fluorescence when analyzed under microscope, but this light signal could not be detected by the digital images due to detector’s resolution limit. This result demonstrates that, in this type of cultivation, the photosynthetic apparatus is maintained for approximately up to 14 days. It is important to comment that even if the conservation of the microalgae photosynthesis system was confirmed, indicating cell vitality, this result does not confirm its full functionality. For such confirmation, CO2 capture tests were performed.
Image of confocal fluorescence microscopy of different matrices with immobilized microalgae (red) in day 1 and 7
Results of the developed CO2 capture system and influencing factors
A new design of a pressurized system was developed to study the capture of CO2 in batches. The influence of main parameters was first studied, such as stirring, cell concentration, headspace volume and pressure. These preliminary tests were performed with free microalgae aiming to determine the optimized conditions for further evaluating the CO2 capture by microalgae immobilized in alginate/silica spheres. The maximum CO2 captured as a function of agitation, cell concentration, pressure, headspace volume and presence of silica matrix is shown in Figure 11.
CO2 removal as afunction of (a) agitation, (b) cell density, (c) CO2 concentration and (d) silica matrix
The results shown in Figure 11a confirm that constant agitation is essential for the process, helping the CO2 solubilization in the liquid medium and dissociation into HCO3− ions facilitating the cells accessing the ions and also maintaining cell suspension and right nutrient distribution. It is known that high levels of CO2 dissociation can cause acidification of the culture medium and consequently cell death, explaining why the levels of CO2 captured by free microalgae was so close to that observed when using pure culture media. Aiming to minimize the toxic effect of low pH media, trying to achieve higher levels of %CO2 removal, further tests were performed with a lower gas pressure (1.0 bar).
To evaluate the influence of cell density in captured CO2, two cell concentrations were tested: 106 and 107 cells mL−1. The capture results of both concentrations were similar (Figure 11b), indicating that the cell concentrations tested have no influence on CO2 biofixation under tested conditions. However, it was found that the pH of the culture media decreased to 4 after 5 days, indicating that acidification media could be causing early cell death. It is important to mention that there is no report in literature indicating methane toxicity for microalgae. When reducing the volume of the reactor occupied by the gas (from 50 to 10%) and changing the system pressure to 0.7 bar, the CO2 capture increased to 32.9% (Figure 11c), indicating that maybe high concentrations of CO2 could be causing cell death. Based on these preliminary results, the best conditions found for CO2 capture with microalgae to the next tests are 106 cells mL−1, 180 mL of cell culture media, 0.7 bar and magnetic stirring.
Moreover, to assess if the presence of silica matrix can interfere in the apparent CO2 capture rate, more tests were run in presence of 10 mL of silica beads (matrix C was chosen for this purpose). The optimized parameters were used in this experiment. Relative CO2 concentration was measured after 5 days. As can be noted in Figure 11d, the presence of the silica matrix does not influence the dissolution of the studied gas in the aqueous medium.
Results of CO2 removal by immobilized microalgae
Finally, the CO2 removal potential by immobilized microalgae was evaluated using the developed pressurized system, with optimized parameters determined by previous tests, namely: cell concentration of 106 cells mL−1; pressure of 0.7 bar; 20 mL of headspace volume and magnetic continuous stirring. In the case of immobilized microalgae test, 10 mL of matrix was used, and the volume of the bioreactor was completed with culture media until reaching 180 mL.
The matrix chosen for this test was matrix C (composed of silicate/Ludox/alginate) due to its more suitable characteristics for the purpose of this work (determined by previous analysis). Figure 12 shows the percentage of CO2 captured by microalgae cells immobilized in silica/alginate matrix for 7 days.
Although the obtained percentage of captured CO2 in this study did not show as ideal numbers as already observed in the literature (60-90% removal),4545 Conde, J. L.; Moro, L. E.; Travieso, L.; Sanchez, E. P.; Leiva, A.; Dupeiron, R.; Escobedo, R.; Biotechnol. Lett. 1993, 15, 317. [Crossref]
Crossref...
, 4646 Kumar, A.; Ergas, S.; Yuan, X.; Sahu, A.; Zhang, Q.; Dewulf, J.; Malcata, F. X.; Van Langenhove, H.; Trends Biotechnol. 2010, 28, 371. [Crossref]
Crossref...
, 4747 Srinuanpan, S.; Cheirsilp, B.; Kitcha, W.; Prasertsan, P.; Renewable Energy 2017, 113, 1229. [Crossref]
Crossref...
such results should not be compared, since the adopted system in this work still lacks some optimizations and needs better understanding. Commonly, studies involving CO2 capture tests by microalgae are carried out using gas flow systems. In Figure 12, it is possible to note that the CO2 capture curve reaches a stationary plateau after two days. This phenomenon probably occurs due to the previously mentioned toxic effect of CO2, indicating that although improvements in the process have been observed, the ideal conditions for CO2 capture in this kind of system have only been partially achieved. However, due to some limitations of the used equipment, it was not possible to reduce gas concentration parameters. Even so, immobilized microalgae showed higher capture levels (41.4%) when compared to free microalgae (32.9%) (Figure 12), confirming the high potential applicability of this biomaterial for natural gas purification. Additionally, the results shown in Figure 12 also indicate a possible protective effect of the matrix on the immobilized cells, already documented in the literature,1818 Moreno-Garrido, I.; Bioresour. Technol. 2008, 99, 3949. [Crossref]
Crossref...
evidenced by higher levels of capture when compared to free cells. Figure 13 summarizes the relative gas content of free and immobilized microalgae. It was possible to notice that no methane content was lost or absorbed by microalgae or culture media, and other volatile/gas products produced by microalgae during CO2 biofixation were despicable.
CONCLUSIONS
The present work aimed to develop optimized hybrid matrices (silica/alginate) for microalgae immobilization, by studying two different silica precursors and a combination of them. The materials were extensively characterized by their chemical composition, cell viability shelf life, optical proprieties and surface characteristics. It was observed that silica precursors have strong influence in the surface and porosity proprieties of synthetized biomaterials, although all materials showed a similar maintenance of cell viability and chemical composition. Additionally, a new pressurized system to study CO2 uptake by microalgae was proposed, defining best system parameters by numerous tests in terms of presence of agitation, cell density, headspace volume and gas pressure. Finally, the matrix that showed more suitable characteristics (based on surface, optical and viability results) for the purpose of this work was selected and CO2 capture tests was run using immobilized microalgae in matrix C. The results of immobilized microalgae showed levels of CO2 removal even higher than those observed when using free microalgae (41.4 and 32.9%, respectively).
The aim of this study was to prove the significant potential of the developed biomaterial for natural gas processing, paving the way for further adoption of this alternative technology based on microalgae for CO2 capture on an industrial scale, mainly facilitating the culture harvesting process. The findings described underscore the feasibility of selective CO2 capture by immobilized microalgae on hybrid biopolymer/silica matrices, furthering the development of sustainable solutions.
Overall, this research contributes valuable insights to the field, providing a foundation for further advancements and applications of hybrid matrices for microalgae immobilization, specifically in the context of CO2 capture. Yet, a deep understanding of biomass production could add economic value to the captured CO2.
ACKNOWLEDGMENTS
S. E. thanks CNPq (316580/2021-0) for productivity research scholarship. J. M. thanks Hewlett-Packard (HP) for master scholarship.
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Publication Dates
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Publication in this collection
22 Apr 2024 -
Date of issue
2024
History
-
Received
22 Sept 2023 -
Accepted
24 Jan 2024 -
Published
20 Mar 2024