System and method for CO.SUB.2 .hydrogenation using multi-enzyme immobilization on modified metal-organic framework (MOF)
12275978 ยท 2025-04-15
Assignee
Inventors
- Sulaiman Al Zuhair (Al Ain, AE)
- Shadeera Rouf (Al Ain, AE)
- Yaser Mohamed Greish (Al Ain, AE)
- BART VAN DER BRUGGEN (AL AIN, AE)
Cpc classification
C12N11/14
CHEMISTRY; METALLURGY
C12Y402/01001
CHEMISTRY; METALLURGY
C12P7/40
CHEMISTRY; METALLURGY
International classification
C12N11/14
CHEMISTRY; METALLURGY
Abstract
There is disclosed a highly stable biocatalytic multi-enzyme system on hydrophobic support for the efficient and continuous hydrogenation of carbon dioxide (CO.sub.2) to formate. The system immobilizes formate dehydrogenase (FDH), glucose dehydrogenase (GDH), and carbonic anhydrase (CA) enzymes on a hydrophobic surface-modified metal-organic framework (MOF), SA-HKUST-1. The hydrophobic surface modification with stearic acid enhances the enzyme stability and reusability, maintaining 95% activity after four cycles. The hydrophobicity of SA-HKUST-1 improves CO.sub.2 diffusion to the immobilized enzymes, significantly boosting the formate production. Enzyme specificity ensures selective reactions, with FDH facilitating CO.sub.2 bioconversion, CA accelerating CO.sub.2 hydration and GDH facilitating cofactor regeneration within the system. The system demonstrates superior performance, producing 255.8 mM formate per gram of MOF per hour. Operating under mild conditions with simple equipment, it reduces costs and eliminates harmful by-products. This invention offers an eco-friendly, sustainable approach for CO.sub.2 mitigation, with potential applications in industrial CO.sub.2 conversion processes.
Claims
1. A biocatalytic multienzyme system for the enhanced hydrogenation of carbon dioxide (CO.sub.2) to formate, comprising: a hydrophobic modified metal-organic framework (MOF) SA-HKUST-1 as support material, produced by surface-modification of HKUST-1 MOF with stearic acid; and a plurality of enzymes comprising formate dehydrogenase (FDH), carbonic anhydrase (CA), and glutamate dehydrogenase (GDH), wherein the plurality of enzymes are immobilized on a hydrophobic surface of the SA-HKUST-1, wherein the hydrophobic surface of the SA-HKUST-1 enhances stability and reusability of the plurality of immobilized enzymes.
2. The biocatalytic multienzyme system of claim 1, wherein immobilizing the plurality of enzymes on the hydrophobic surface of the SA-HKUST-1 rather than encapsulating them within its matrix, reduces mass transfer limitations and enhances formate production.
3. The biocatalytic multienzyme system of claim 2, wherein the hydrophobicity of the SA-HKUST-1 improves diffusion of CO.sub.2 towards the plurality of immobilized enzymes, enhancing formate production.
4. The biocatalytic multienzyme system of claim 3, wherein the system produces 255.83 mM formate per gram of MOF per hour (mM/gsupport.Math.h).
5. The biocatalytic multienzyme system of claim 1, wherein the FDH converts CO.sub.2 to formate using hydrogen donated by nicotinamide adenine dinucleotide+hydrogen (NADH) serving as a cofactor.
6. The biocatalytic multienzyme system of claim 1, wherein the GDH regenerates the cofactor NADH within the system, thereby ensuring a sustained source of hydrogen required for CO.sub.2 hydrogenation by the FDH.
7. The biocatalytic multienzyme system of claim 1, wherein the CA accelerates hydration of CO.sub.2 and facilitates CO.sub.2 capture for hydrogenation by the FDH.
8. The biocatalytic multienzyme system of claim 1, wherein the HKUST-1 MOF undergoes post-synthetic functionalization by treatment with stearic acid in ethanol to produce the hydrophobic modified MOF SA-HKUST-1.
9. The biocatalytic multienzyme system of claim 8, wherein the SA-HKUST-1 is stable and reusable in both acidic and aqueous environments.
10. The biocatalytic multienzyme system of claim 9, wherein the plurality of immobilized enzymes on the SA-HKUST-1 retain at least 95% enzyme activity after four reuse cycles.
11. The biocatalytic multienzyme system of claim 1, wherein the system operates under mild conditions and does not produce harmful byproducts.
12. The biocatalytic multienzyme system of claim 11, wherein the mild conditions comprise a pH of 7 and room temperature.
13. The biocatalytic multienzyme system of claim 1, wherein the formate produced has a high hydrogen storage capacity and is used in hydrogen fuel cells and formic acid-powered vehicles.
14. A method for enhanced hydrogenation of carbon dioxide (CO.sub.2) to formate, comprising: providing a biocatalytic multienzyme system of claim 1; exposing the biocatalytic multienzyme system to CO.sub.2 and a hydrogen source; and converting CO.sub.2 to formate via the catalytic action of the immobilized enzymes.
15. The method of claim 14, wherein the hydrogen source is nicotinamide adenine dinucleotide+hydrogen (NADH) serving as a cofactor.
16. The method of claim 15, wherein the FDH converts CO.sub.2 to formate using hydrogen donated by the NADH cofactor, the CA accelerates hydration of CO.sub.2, and the GDH regenerates the NADH cofactor within the system.
17. The method of claim 16, wherein the CO.sub.2 hydrogenation is carried out under mild conditions comprising a pH of 7 and room temperature and does not produce any harmful byproducts.
18. The method of claim 17, wherein the multienzyme system is reused for multiple cycles while maintaining at least 95% enzyme activity after four reuse cycles.
19. The method of claim 18, wherein the method produces 255.83 mM formate per gram of MOF per hour (mM/gsupport.Math.h).
Description
BRIEF DESCRIPTION OF THE DRAWINGS
(1) The subject matter that is regarded as the invention is particularly pointed out and distinctly claimed in the claims at the conclusion of the specification. The foregoing and other aspects, features, and advantages of the invention are apparent from the following detailed description taken in conjunction with the accompanying drawings in which:
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DETAILED DESCRIPTION OF THE INVENTION
(18) The aspects of the proposed biocatalytic multienzyme system for enhanced CO.sub.2 hydrogenation to formate-according to the present invention will be described in conjunction with
(19) The present invention proposes a biocatalytic multienzyme system consisting of a selected combination of (three) enzymes immobilized on hydrophobic modified metal-organic framework (MOF) for enhanced carbon dioxide (CO.sub.2) hydrogenation to formate. The multienzyme system is developed with the combination of the actions of selected multiple enzymes consisting of carbonic anhydrase (CA), glutamate dehydrogenase (GDH), and formate dehydrogenase (FDH) immobilized on a surface-modified HKUST-1 (MOF). The surface modification of HKUST-1 involves treating HKUST-1 with stearic acid (SA) to produce functionalized form SA-HKUST-1 and is characterized its hydrophobic nature. The system hydrogenates CO.sub.2 to formate using formate dehydrogenase (FDH) coupled with an efficient cofactor (NADH) regeneration in the reaction. The combination of three enzymes (FDH, CA and GDH) and the hydrophobicity of the modified MOF, serving as the support material help to improve the reaction kinetics and formate production by FDH. Employing the proposed multienzyme system for the bioconversion of CO.sub.2 to formate is a sustainable approach of CO.sub.2 mitigation and does not produce any harmful byproducts. In an embodiment of the present invention, the proposed multienzyme system for CO.sub.2 hydrogenation to formate is best adapted operate at mild conditions using simple equipment which is cost-effective compared to conventional chemical-based CO.sub.2 utilization process.
(20) The features of the synthesized SA-HKUST-1 are described here. It is stable in the presence of acidic and aqueous environment which is essential for practical implementation of the conversion process. The hydrophobicity of the support also enhances CO.sub.2 diffusion towards the enzymes attached over its surface. It presents higher formate production and reusability compared to other support materials. Enzymes operate at mild conditions which reduces overall cost of operation compared to conventional chemical-based CO.sub.2 utilization process. The enzyme FDH converts CO.sub.2 to formate using hydrogen donated by cofactor. The enzyme CA accelerates CO.sub.2 hydration and CA based CO.sub.2 capture is 25% cost effective compared to the conventional amine-based CO.sub.2 capture process. The enzyme GDH regenerates cofactor NADH, which is highly efficient and biocompatible compared to the conventional electrochemical and chemical cofactor regeneration methods. Immobilization of enzymes over hydrophobic support enhances the stability and activity of immobilized enzymes.
(21) The stability and reusability of enzymes can be enhanced by immobilizing the enzymes on suitable support material. The enzymes need to be immobilized on appropriate support material during CO.sub.2 hydrogenation reaction to overcome the drawbacks associated with the use of free enzymes, such as high cost, poor operational stability and reusability, and difficult product separation. Selecting the appropriate support material is essential for preserving the activity, stability, and reusability of immobilized enzymes. Metal-organic frameworks (MOFs), are a class of recyclable hybrid materials consisting of metal centers coordinated by organic ligands and are regarded as promising supports for enzyme immobilization due to their high surface area and tunable properties. HKUST-1 is a metal-organic framework (MOF) widely utilized as a support matrix for enzyme immobilization due to its high porosity and large square pores, which endows it with a high retention capacity for enzymes. However, HKUST-1 is hydrophilic and undergoes irreversible decomposition in the presence of moisture or aqueous solutions. To address this instability in aqueous solutions, the proposed disclosure suggests functionalizing the surface with stearic acid (SA). In an embodiment of the present invention, post-synthetic modification of the HKUST-1 is performed using stearic acid in ethanol. This modification transforms HKUST-1 into SA-HKUST-1 (functionalized HKUST-1), enhancing its surface hydrophobicity and stability of HKUST-1 in acidic and aqueous solutions. The hydrophobic surface improves the diffusion of CO.sub.2 toward the immobilized enzymes (FDH, GDH, CA) attached over the surface, resulting in increased formate production compared to using free enzymes or enzymes immobilized on other MOFs, such as, ZIF-8, or hydrophilic HKUST-1@MIL-101. FDH on the modified surface produced 13 times more formate than FDH immobilized on the as-prepared hydrophilic HKUST-1@MIL-101.
(22) The SA-HKUST-1 support demonstrates a high retention capacity for the enzymes and exhibits enhanced stability and reusability in aqueous or acidic solutions. High affinity of the hydrophobic support significantly improves CO.sub.2 diffusion towards the enzymes, thereby enhancing the stability and reusability of the immobilized enzymes upon repeated use in an aqueous as well as acidic CO.sub.2 environments. The enhanced stability of enzymes can be attributed to the prevention of subunit dissociation and unfolding of the protein. The proposed SA-modified HKUST-1 multienzyme system presents a high reusability by retaining 95% enzyme activity after four reuse cycles compared with other MOFs used. ZIF-8 is found to be unstable in the presence of acidic CO.sub.2 and formic acid and retains only 65% activity after 4 cycles of repeated use. Hydrophilic HKUST-1 undergoes irreversible decomposition in presence of moisture and, HKUST-1@MIL-101 retains only 57.5% activity after three cycles of reuse. Moreover, the previously used MOF supports encapsulated the enzymes inside the support matrix and this confinement resulted in higher diffusion resistance of the substrate and cofactor (NADH) resulting in low activity and formate production. Unlike these MOF supports used so far, SA-HKUST-1 does not encapsulate the multiple enzymes within its matrix, instead are immobilized by attachment over its modified hydrophobic surface, resulting in low mass transfer resistance for the substrates and products, which in turn leads to high formate production. Using a combination of multiple enzymes and hydrophobic support for surface encapsulation produces 255.8 mM formate per g MOF per h. This is very high compared to the same combination of enzymes encapsulated inside ZIF-8 (30 mM formate per gram MOF per h) and inside HKUST-1@MIL-101 (18.75 mM formate per gram MOF per h).
(23) In an embodiment of the invention, the proposed multienzyme system utilizes the combination of three specific enzymes (FDH, CA and GDH) immobilized on the hydrophobic MOF to improve the reaction kinetics and formate production by FDH. Enzymes are highly specific for reactants and products and can select the desired substrate from a group of molecules. During CO.sub.2 hydrogenation reaction, the enzyme formate dehydrogenase (FDH) acts a s a biocatalyst and converts CO.sub.2 to formate in a single-step reversible process using hydrogen (H.sub.2) donated by the cofactor nicotinamide adenine dinucleotide+hydrogen (NADH) according to Equation (1). This bioconversion of CO.sub.2 to formate by formate dehydrogenase (FDH) is an ecofriendly approach to reduce CO.sub.2 levels.
(24)
As the forward reaction proceeds, NADH is oxidized, and its depletion reduces the availability of H.sub.2 needed for hydrogenation. Additionally, due to the relatively higher affinity of FDH for NAD and formate, the reverse reaction (formate oxidation) becomes more favorable than CO.sub.2 hydrogenation as NAD accumulates in the system. The process is further slowed and made inefficient by the thermodynamic stability and low solubility of CO.sub.2. These challenges are addressed by regenerating the biological cofactor (NADH) through the selection of a second enzyme and co-substrate. In an embodiment of the invention, the dehydrogenase enzyme glutamate dehydrogenase (GDH) is proposed for NADH regeneration due to its high activity, stability, and commercial availability. GDH has a high affinity for NAD, preventing its accumulation within the system and significantly enhancing the equilibrium conversion of CO.sub.2. Additionally, GDH remains stable over a wide range of pH and in the presence of organic solvents and catalyses the reversible conversion of glutamate to -ketoglutaric acid using NAD as a cofactor.
(25) GDH sustains a high forward reaction rate by maintaining a high NADH concentration through continuous regeneration of the cofactor and continuous removal of NAD within the system throughout the reaction. GDH offers several advantages over other dehydrogenases such as formaldehyde dehydrogenase, alcohol dehydrogenase, phosphite dehydrogenase or glucose dehydrogenase for CO.sub.2 hydrogenation to formate. It demonstrates high compatibility with biochemical systems, exceptional stability, high selectivity (especially for converting NAD to NADH) and allows easy monitoring of reaction progress. GDH's high affinity for NAD enables it to compete effectively with FDH, utilizing NAD as a substrate instead of NADH. By rapidly utilizing NAD, GDH continuously removes it, preventing its accumulation within the system. Unlike other dehydrogenase (formaldehyde dehydrogenase), GDH prevents the cascade reaction that converts the product, formate, to formaldehyde, ensuring a higher yield of formate. Moreover, GDH regenerates NADH in a highly efficient and biocompatible manner, outperforming conventional electrochemical and chemical cofactor regeneration methods. It is highly compatible with biological systems, exhibits high enzyme activity and selectivity for reductive regeneration, achieves high productivity with a significant cofactor turnover, and facilitates easy product isolation and recovery. GDH does not require costly or complex apparatuses or additional redox reagents for the process. Furthermore, GDH is inexpensive and available for large-scale commercial utilization. Thus, immobilizing a combination of FDH and GDH enzymes on SA-modified HKUST-1 facilitates enhanced CO.sub.2 hydrogenation to formate with continuous cofactor regeneration and reaction kinetics. The improved diffusion of CO.sub.2 toward FDH on the hydrophobic support surface effectively improves the reaction kinetics and formate production by FDH.
(26) The present disclosure aims to improve the performance of FDH for CO.sub.2 hydrogenation to formate by incorporating two specific additional enzymes, GDH and carbonic anhydrase (CA). In an embodiment of the invention, the enzyme carbonic anhydrase (CA) is used to accelerate the enzymatic hydrogenation of CO.sub.2. This enzyme catalyzes the hydration of CO.sub.2, thereby improving its solubility. The dissolution of CO.sub.2 in the presence of CA accelerates formate formation and facilitates a rapid rate of hydrogenation reaction kinetics. In short, adding CA to the reaction system increases the rate of CO.sub.2 hydration, which in turn boosts rate of formate production. Thus, in an embodiment, a combination of the enzymes CA, GDH and FDH is tested in a biocatalytic system for CO.sub.2 hydrogenation by FDH. GDH successfully regenerates NADH and ensures continuous supply of cofactor required for the reaction thereby enhancing formate yield. Meanwhile, CA accelerates CO.sub.2 hydration and facilitates cost-effective CO.sub.2 capture compared to conventional CO.sub.2 capture processes.
(27) The proposed biocatalytic system for CO.sub.2 hydrogenation reaction describes the adsorption kinetics of the multiple enzymes on the SA-HKUST-1 surface using a pseudo-second-order model, while equilibrium follows the Freundlich isotherm. Formate production by the enzymes immobilized on SA-HKUST-1 is found to be 3.75 times higher than that achieved by free enzymes and 8.4 times higher than that of FDH immobilized alone on SA-HKUST-1. The hydrophobic interaction between the enzymes and the support alters the secondary structure of the enzymes, allowing the immobilized enzymes to retain 94% of their activity after four reuse cycles. The disclosure provides insights into the combined effect of hydrophobic support and multiple enzymes on the catalytic efficiency and stability of FDH. These findings provide a basis for developing a highly stable biocatalytic system with cofactor regeneration for the continuous hydrogenation of CO.sub.2 to formate at the industrial level.
(28) The multienzyme system discussed herein offers numerous advantages. First of all, the invention offers dual advantage of reducing CO.sub.2 emission by forming valuable product, formate using a combination of enzymes (formate dehydrogenase (FDH), carbonic anhydrase (CA) and glutamate dehydrogenase (GDH). These enzymes on surface-modified HKUST-1 can operate at mild conditions such as at pH7 and at room temperature. The multienzyme system is environmentally friendly and does not evolve any harmful products when utilized in CO.sub.2 hydrogenation reaction. Immobilization of enzymes over hydrophobic MOF, SA-HKUST-1 enhances the stability and reusability of enzymes desired at industrial level. Also, the process is cost effective compared to conventional CO.sub.2 capture processes. The resultant formate produced in very high yields, has high H.sub.2 storage capacity and can be used in H.sub.2 fuel cells and power formic acid vehicles.
(29) Hydrogenating carbon dioxide to formate by FDH using the proposed multienzyme system is a sustainable approach for CO.sub.2 mitigation. The bioconversion of CO.sub.2 to formate by the biocatalyst is an eco-friendly method to reduce CO.sub.2 levels, thereby combating global warming and climate instability caused by increased CO.sub.2 emissions. The result of the present invention clearly underscores the immense potential for the commercial application of this enzyme system in the post-combustion treatment of CO.sub.2 and presents a highly stable biocatalytic system with cofactor regeneration for the continuous hydrogenation of CO.sub.2 to formate at the industrial level. The reaction yields a high amount of formate, which can be converted into formic acid, an excellent hydrogen storage material and can be used in H.sub.2 batteries, power packs or fuel cells, and HCOOH vehicles.
(30) In an embodiment of the present invention, HKUST-1 undergoes post-synthetic modification via surface functionalization with stearic acid (SA) to produce modified HKUST-1, known as SA-HKUST-1. The synthesis of hydrophobic SA-modified HKUST-1 MOF is carried out using trimesic acid (H.sub.3BTC) also known as benzene tricarboxylic acid), copper nitrate Cu(NO.sub.3).sub.2.Math.3H.sub.2O, dimethyl formamide (DMF), ethanol, and stearic acid (SA), all of which are analytical-grade reagents. MOF HKUST-1 is synthesized through a solvothermal approach utilizing benzene tricarboxylic acid, copper nitrate, and dimethyl formamide. Post-synthetic modification is performed using 150 mM stearic acid in ethanol. The preparation involves precisely weighing 2.4 g of H.sub.3BTC and 4.8 g of Cu(NO.sub.3).sub.2:3H.sub.2O, which are then mixed in 160 mL of DMF using sonication in a polytetrafluoroethylene-lined stainless steel autoclave. The mixture is kept at 80 C. overnight in a preheated oven. After heating, the mixture is cooled and centrifuged at 3500 rpm in a centrifuge device (FC5816) to separate solid crystals from the solvent The separated crystals are washed three times with DMF followed by an ethanol-deionized water (1:2) solution. The washed solids are vacuum-dried overnight at 100 C. in an oven (such as ThermoStable OV-30) to obtain pristine HKUST-1 crystals. Subsequently, 0.5 g of the synthesized HKUST-1 crystals is added to 20 mL of a 150 mM SA solution in ethanol and stirred overnight at room temperature at 300 rpm. Finally, the modified HKUST-1 crystals (SA-HKUST-1) are separated from the SA solution via centrifugation at 3800 rpm, rinsed with ethanol, and vacuum-dried at 100 C. for 20 hours. The schematics of synthesis of SA surface functionalization of HKUST-1 to produce SA-HKUST-1 is provided in Scheme 1.
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Scheme 1. Synthesis of SA Surface Functionalization of HKUST-1 to Produce SA-HKUST-1
(32) In another embodiment of the present invention, a comprehensive methodology for characterizing the synthesized SA-HKUST-1 is disclosed. The crystalline structure of SA-HKUST-1, both before and after enzyme immobilization, is determined using an X-ray diffractometer (such as PANalytical-XPERT-3). The analysis is conducted with Cu-K as the X-ray source at a wavelength of 1.54056 within a 2 range of 10-80. The generator voltage and current are set at 40 kV and 30 mA, respectively. The functional groups of SA-HKUST-1, with and without enzymes, are identified by Fourier-transform infrared (FT-IR) analysis using an FT-IR instrument (Jasco FTIR-4700 is used for the current experimental setup). Measurements are performed between wavelengths of 4000 and 500 cm.sup.1 at a resolution of 4 cm.sup.1 with background scans in air across 32 scans. The surface morphology of the hydrophobic MOF, before and after enzyme immobilization, is determined using a scanning electron microscope (for example, JCM-5000, Neoscope). For the analysis, the specimens are coated with gold using a coater (such as JFC-1600 Auto Fine Coater used for current setup) to prevent charge buildup on the surface and to enhance conductivity.
(33) In another embodiment of the invention, the preparation of a multiple enzyme solution containing FDH, GDH and CA and their immobilization on SA-HKUST-1 is disclosed. The multiple enzyme solution is prepared by dissolving 5 mg of CA, 2.5 mg of GDH, and 0.25 mL of FDH solution (containing 1.6 mg of FDH, as determined by the Bradford assay) in 2 mL of deionized (DI) water. The specific activities of CA, GDH and FDH are reported as 3.9 KU.sub.CA/mg, 23 U.sub.GDH/mg and 75 U.sub.FDH/mL respectively. One unit of CA, U.sub.CA is defined as the pH drop from 8.3 to 6.3 of CO.sub.2 saturated solution in 0.02 M Tris-HCl buffer per minute at 0-4 C., one unit of GDH, U.sub.GDH, is defined as the amount of GDH consumed to convert 1 mol NAD.sup.+ to NADH in 1 min and one unit of FDH, U.sub.FDH, is defined as the amount of FDH required to convert one mole of formic acid to CO.sub.2+NADH per minute at pH 7.6 and 25 C. using 41 mM potassium phosphate buffer in the presence of NAD. 1.5 mL of each enzyme solution is mixed together, and 0.5 g of SA-HKUST-1 is added to the resulting multienzyme solution. The mixture is stirred at 25 C. and 120 rpm overnight in a shaking incubator (say SI 300). After the experiment, the MOFs loaded with the enzymes are removed from the enzyme solution by filtration, rinsed three times with deionized water, and dried at 54 C. and 0.02 mbar using a freeze dryer (say LYOQUEST). The immobilized enzymes (E@SA-HKUST-1) are stored between 2 C. and 8 C. in a refrigerator. In an embodiment of the invention, the enzyme loading capacity of SA-HKUST-1 is calculated by quantifying the total proteins before and after adsorption at 25 C. using the standard Bradford assay. In brief, 20 L of enzyme solution containing the three enzymes is mixed with 180 L of Bradford reagent and the absorbance is measured at 595 nm using a microplate reader. Protein concentrations are determined by comparing the readings with a standard calibration curve prepared by serial dilution of a standard enzyme solution. The loading capacity of SA-HKUST-1 is calculated using Equation (2):
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where q.sub.e (mg/g) is the equilibrium adsorption capacity of SA-HKUST-1, C.sub.f and C.sub.i (mg/mL) are the final and initial protein concentrations in the enzyme solution, V (mL) is the solution volume, and M (g) is the mass of SA-HKUST-1 used. The multienzyme adsorption kinetics on SA-HKUST-1 is analysed by fitting adsorption data at 25 C. to Lagergren pseudo first-order kinetic model as represented by Equation (3) and pseudo second-order kinetic model as represented by Equation (4):
(35)
where q.sub.e (mg/g) and q.sub.t (mg/g) are enzyme adsorption capacities of SA-HKUST-1 at equilibrium and at any time t, respectively, and k.sub.1 (h.sup.1) and k.sub.2 (mg/g.Math.h) are the pseudo first-order and pseudo second-order rate constants, respectively.
In another embodiment, the diffusion mechanism using Weber-Morris intraparticle diffusion model is analysed as represented by Equation (5):
q.sub.t=k.sub.idt.sup.0.5+C(5)
where, k.sub.id (mg/g.Math.h.sup.0.5) is the rate constant for intraparticle diffusion and C is a constant associated with boundary layer thickness around the MOF particle. Large values of C indicate the presence of a thick boundary layer. q.sub.t versus t.sup.0.5 plot is used to predict the rate constant and rate-limiting step (external film diffusion or intraparticle diffusion through pores of adsorbent) in the adsorption process. The plot shows a straight line if the adsorption is controlled by intraparticle diffusion.
(36) In another embodiment of the present invention, adsorption isotherm analyses are carried out to analyze the enzyme adsorption behavior and mechanism of adsorption on the developed MOF. As further embodiments, the thermodynamics properties of the adsorption process is determined by carrying out the isotherm tests at two temperatures, namely 35 C. and 55 C., which are below the denaturation temperature of the FDH from Candida boidinii used in the experimental setup. The equilibrium adsorption data of multienzyme adsorption on SA-HKUST-1 are fitted to Langmuir isotherm model as represented by Equation (6) and Freundlich isotherm model as represented by Equation (7):
(37)
where, q.sub.e (mg/g) is the amount of enzyme adsorbed per mass of SA-HKUST-1 at equilibrium, q.sub.m (mg/g) represents the maximum adsorption capacity of SA-HKUST-1, C.sub.e is the concentration of mixed enzymes in solution at equilibrium, b is the solid energy constant related to the heat of adsorption, K.sub.F [(mg/g).Math.(L/mg).sup.1/bF] is the Freundlich constant, and b.sub.F is a dimensionless constant related to the intensity of adsorption and surface heterogeneity. High b.sub.F values suggest high heterogeneity of adsorbent surfaces and strong adsorption.
The constant b in the Langmuir model estimated at various temperatures is useful for predicting thermodynamic parameters, such as change in enthalpy H, Gibbs free energy G, and entropy change S, using Equation (8):
(38)
where T (K) is the absolute temperature and R (8.314 J/mol.Math.K) is the universal gas constant.
(39) In an embodiment of the invention, the activity and effectiveness of multi enzymes system is analysed. FDH activity is measured based on NADH consumption during CO.sub.2 hydrogenation, using CO.sub.2 gas as the substrate, following a modified version of a previously reported procedure. Analytical-grade reagents NaOH, NaH.sub.2PO.sub.4.Math.H.sub.2O, and Na.sub.2HPO.sub.4.Math.7H.sub.2O are obtained. Briefly, 5 mL of sodium phosphate buffer at pH 7 is bubbled with CO.sub.2 for 1 hour, and the pH of the CO.sub.2-saturated buffer is adjusted to 7 using 0.1 M NaOH. Subsequently, 0.5 mL of diluted FDH solution (containing 1.1 mg FDH, as determined by the Bradford assay) and 0.05 g NADH are added to the pH-adjusted buffer, and the reaction is initiated by continuous bubbling of CO.sub.2. The reaction is carried out at 25 C. Samples of 300 L are collected at regular intervals and their absorbance is measured at 340 nm using a microplate reader (such as SPECTROstar Nano). NADH concentrations in the samples are determined based on their absorbance, using a calibration chart prepared with solutions containing known concentrations of NADH.
(40) To analyse the effect of CA on FDH activity, in another embodiment of the invention, the above experiment is repeated under the same operating conditions with the addition of free CA. Specifically, 5 mg of CA is diluted in 2 mL of deionized water, and 0.25 mL of this CA solution is added to the pH-adjusted, CO.sub.2-saturated buffer (pH 7) containing 0.5 mL of diluted FDH and 0.05 g of NADH, followed by continuous purging with CO.sub.2. NADH concentration is quantified at regular intervals.
(41) In another embodiment of the disclosure, the NADH regeneration efficiency by GDH in the multi-enzyme system is investigated, wherein 5 mL of sodium phosphate buffer (0.1 M) solution of pH 7 is initially purged with CO.sub.2 for 1 hour. The pH of the CO.sub.2-saturated buffer solution is then adjusted to 7 by adding NaOH. Following this, 3 mL of 10 mM L-glutamic acid is added to the pH-adjusted buffer solution. The required amounts of enzymes (FDH, CA, and GDH), either free or adsorbed on SA-HKUST-1, and 0.05 g of NADH are added to the solution, which is then continuously bubbled with CO.sub.2. The reaction is conducted at 25 C. Samples of 0.1 mL are collected at regular intervals, and the formate produced is quantified using a high-performance liquid chromatography (HPLC) apparatus (such as Shimadzu) equipped with a Shodex sugar column (8300 mm) and a RID detector. A 20 L sample is injected for analysis, using 5 mM H.sub.2SO.sub.4 as the mobile phase at a flow rate of 0.6 mL/min. The HPLC column and detector are maintained at 40 C. Residual NADH concentration in the samples is also determined by measuring their absorbance at 340 nm. All reactions are carried out at 25 C. Control experiments are performed with empty SA-HKUST-1 free of enzymes. The formate yield using free FDH, free multi enzymes and E@SA-HKUST-1 based on initial NADH concentration in the reaction mixtures is calculated using the following Equation (9):
(42)
In an embodiment of the present invention, the reusability of the immobilized enzymes is assessed under the same experimental conditions described above. After each reaction cycle, the reaction mixture is centrifuged to recover the enzyme-loaded SA-HKUST-1. The immobilized enzymes are then added to a fresh reaction mixture containing 5 mL of 0.1 M sodium phosphate buffer (pH 7), 3 mL of 10 mM L-glutamic acid, and 0.05 g of NADH. The solution is continuously gassed with CO.sub.2, and the formate produced is quantified. The activity recovery of the immobilized enzymes is calculated based on the formate production in the first run, as shown in Equation (10).
(43)
(44) The characterization of the synthesized SA-HKUST-1 is performed in various embodiments of the present invention. In one such embodiment, the crystal structure and morphology of HKUST-1, before and after surface modification and enzyme attachment, is analysed.
(45) In an embodiment of the invention, the functional groups of enzymes and MOF, before and after enzyme immobilization, are analyzed by FT-IR.
(46) In another embodiment of the current disclosure, the changes in the secondary structure of enzymes after immobilization on SA-HKUST-1 are assessed using FT-IR by analysing the amide I band between 1600 cm.sup.1 and 1700 cm.sup.1, which is closely related to protein secondary structure. The amide I bands originate from the CN bond stretching and in-phase bending of NH bonds, coupled with the stretching vibrations of CO bonds. Protein secondary structures (-helices, -sheets, -turns, and random coils) exhibit different amide I band vibrational frequencies due to hydrogen bonds formed with amides. The -helical content, reflected in the amide I band, influences enzyme folding, and thus their activity, structural rigidity, and stability. Peak deconvolution of the amide I band is performed to resolve the protein spectrum of CA and GDH, which enhance FDH performance. The deconvoluted FT-IR peaks (1600 cm.sup.1 to 1700 cm.sup.1) of free GDH, CA and FDH and immobilized GDH, CA and FDH (GDH@SA-HKUST-1, CA@SA-HKUST-1 and FDH@SA-HKUST-1) respectively are shown in
(47) In an embodiment of the present invention, an analysis on the adsorption kinetics of the multienzyme system is carried out. The kinetics of the adsorption of multiple enzymes on SA-HKUST-1 at various initial enzyme concentrations are presented in
(48) TABLE-US-00001 TABLE 1 Fitted kinetic parameters of multienzyme adsorption on SA-HKUST-1. q.sub.e Pseudo-first order Pseudo-second order C.sub.o(mg/mL) (mg/g) q.sub.cal (mg/g) k.sub.1(h.sup.1) R.sup.2 q.sub.cal (mg/g) k.sub.2(mg/g .Math. h) R.sup.2 1.66 103.1 0.012 0.98 2.20 108.8 102.0 2.2 0.97 128.2 0.009 0.99 2.34 118.3 140.7 2.9 0.96 140.8 0.008 0.99 2.69 134.6 163.8 2.7 0.94 158.7 0.007 0.98
(49) Adsorption is influenced by external film diffusion, intraparticle pore diffusion, or a combination of both. The multienzyme absorption mechanism on SA-HKUST-1 is determined using the Weber-Morris model in the present disclosure.
(50) TABLE-US-00002 TABLE 2 Intraparticle diffusion rate constant of multienzyme adsorption on SA-HKUST-1. C.sub.i Zone 1 Zone 2 (mg/mL) k.sub.id(mg/g .Math. h.sup.0.5) R.sup.2 k.sub.id(mg/g .Math. h.sup.0.5) R.sup.2 1.67 47.3 0.98 9.5 0.89 2.2 55.8 0.94 8.9 0.93 2.34 63.4 0.98 3.4 0.95 2.69 74.3 0.99 4.4 0.79
(51) The adsorption isotherms for multienzyme adsorption on SA-HKUST-1 at the two tested temperatures (35 C. and 55 C.) are presented in
(52) TABLE-US-00003 TABLE 3 Isotherm model parameters for multi enzyme adsorption on SA-HKUST-1 at different temperatures. Isotherm Parameter 35 C. 55 C. Langmuir q.sub.m 7070.9 9797.773 b 0.025 0.0271 R.sup.2 0.95 0.97 Freundlich K.sub.F 102.2 165.9 b.sub.F 0.81 0.89 R.sup.2 1.00 1.00
(53) In an embodiment of the present invention, the effectiveness of the multiple enzymes immobilized on SA-HKUST-1 is analysed, using CO.sub.2 as substrate at pH 7 in all cases described as follows. The thermodynamic stability of CO.sub.2, leading to its poor solubility in water, presents a major challenge in CO.sub.2 hydrogenation reactions. The reduction of CO.sub.2 to formate by FDH follows the mechanistic steps described in Equations (11) and (12), where the hydration of CO.sub.2 to bicarbonate (Equation (10)) is the rate-limiting step:
CO.sub.2+H.sub.2O.Math.HCO.sub.3.sup.+H.sup.+(11)
HCO.sub.3.sup.+NADH+H.sup.+.Math..sup.FDHHCO.sub.2.sup.+NAD+.sup.+H.sub.2(12)
CA catalyzes the conversion of CO.sub.2 to carbonate with a high CO.sub.2 hydration capacity exceeding 600,000 molecules of CO.sub.2 per enzyme molecule. The addition of CA has been reported to increase the reaction rate from 510.sup.2 s.sup.1 to 1.610.sup.6 s.sup.1. As CA accelerates the conversion of CO.sub.2 to carbonate, its presence along with FDH, is therefore expected to enhance the overall reaction rate. To validate this, FDH activity determined is compared by measuring the rate of NADH consumption per mg FDH with and without CA, as shown in
(54) Another challenge in using FDH for CO.sub.2 hydrogenation to formate is the reversibility of the reaction. Higher amount of the produced NAD not only inhibits FDH but also favors the reverse reaction of formate oxidation to CO.sub.2 due to FDH's high affinity toward formate. Adding GDH to the system assists in NADH regeneration, thereby maintaining a high NADH concentration and preventing NAD accumulation within the system. To further improve the enzymatic system's effectiveness, GDH is added to FDH and CA, and the efficacy of formate production is assessed.
(55) In another embodiment of the present system disclosed, the effectiveness of E@SA-HKUST-1 is assessed based on formate produced per gram of MOF used.
(56) In another embodiment of the system presented herein, formate yield based on initial NADH concentration in the reaction mixture shows that after 6 hours, the yield achieved with E@SA-HKUST-1 is 9.74 times higher than with the same enzymes encapsulated in multi-layer MOFs.
(57) To confirm GDH's effectiveness in regenerating NADH, in an embodiment, the drop in NADH concentration during CO.sub.2 hydrogenation process is monitored for the cases of free FDH, free FDH+CA, free multi enzymes (FDH+CA+GDH), empty SA-HKUST-1 and multienzymes immobilized on SA-HKUST-1 (E@SA-HKUST-1). The normalized NADH concentration at time t (C.sub.t) with respect to the initial NADH concentration (C.sub.0) is presented in
(58) In another embodiment of the given invention, the reusability of E@SA-HKUST-1 is also assessed, which is a crucial factor for industrial applications. Activity recovered after every run of 6-hours is calculated based on formate produced in the first run.
(59) In another embodiment of the invention, the morphology and crystal structure of immobilized enzymes after repeated use are analyzed to verify the stability of the support. X-ray diffraction and SEM images of E@SA-HKUST-1 after 4 cycles of reuse are obtained for analysis.
(60) In conclusion, the disclosed system herein proposes using a combination of FDH, GDH, and CA enzymes immobilized on a modified hydrophobic MOF, SA-HKUST-1, to enhance CO.sub.2 hydrogenation to formate. The hydrophobic support demonstrates a high retention capacity for the enzymes and improves their stability upon repeated use in an aqueous or acidic environments. The addition of CA to the system increases the rate of CO.sub.2 hydration, while GDH maintains the concentration of the cofactor NADH necessary for the sustained hydrogenation reaction. This multienzyme system proves to be more efficient than those utilizing the same enzymes immobilized on other MOFs. The proposed novel multienzyme system immobilized on hydrophobic modified HKUST-1 provides an efficient and sustainable solution for the biological conversion of CO.sub.2 in industrial applications.
(61) Benefits of the proposed multienzyme system on modified MOF for CO.sub.2 hydrogenation in accordance with the present invention include the proposed multi enzymes systems operating at mild conditions using simple equipment and without producing any harmful byproducts. This is an environmentally friendly method. Enzymes are highly specific for reactants and products and can select the desired substrate from a group of molecules. The support (SA-HKUST-1) is highly stable and can be reused. High affinity of the hydrophobic support enhances diffusion of CO.sub.2 towards the enzymes compared to the supports used previously.
(62) Many changes, modifications, variations and other uses and applications of the subject invention will become apparent to those skilled in the art after considering this specification and the accompanying drawings, which disclose the preferred embodiments thereof. All such changes, modifications, variations and other uses and applications, which do not depart from the spirit and scope of the invention, are deemed to be covered by the invention, which is to be limited only by the claims, which follow.