Ana I.
Benítez-Mateos†
,
Martina L.
Contente†
,
David
Roura Padrosa†
and
Francesca
Paradisi
*
Department of Chemistry and Biochemistry, University of Bern, Freiestrasse 3, Bern, Switzerland. E-mail: francesca.paradisi@dcb.unibe.ch
First published on 3rd February 2021
The integration of enzyme-catalyzed reactions in flow systems has been boosted during the last few years. Nowadays, biocatalysis is officially recognized as a tool to increase reaction specificity and sustainability, however applications are sometimes characterized by low productivity. A logical step to improve the performance of biocatalytic reactions is represented by the combination of enzymes and flow facilities. This tutorial review aims at introducing the key concepts of flow biocatalysis, guiding the reader through its advantages and highlighting the current trends in the field to encourage innovative applications of enzymes in flow reactors. Experimental cases are also presented and discussed as a troubleshooting guide for development of flow biocatalytic processes.
Batch processes are commonly used in pharmaceutical and synthetic chemistry due to their flexible production planning, fast implementation as well as process and product traceability. Although companies favor batch processes due to the availability of sunk capital for this technique and accumulated knowledge, they require significant investment in material, large storage facilities for chemicals, solvents and, noteworthy, process intermediates. Also, the scalability is never straightforward as heat and mass transfer are a challenge.
In contrast, continuous flow setups normally require smaller equipment footprint and their automation reduces the need for human manipulation. As per the scalability, while scale up approaches would face the same heat and mass transfer issues, scale out approaches, (connecting different flow reactors in series or parallel) are a good alternative. Initially, microflow scale out gained attention but there has been a shift in the later years towards meso-reactors as their productivity matches better with industrial needs. Continuous flow strategies are also safer than their batch counterparts, allowing the use of conditions (such as pressure, temperature or reactivities) that would be nearly impossible to apply safely in batch. In addition, continuous operations can improve the cost-efficiency and sustainability through process intensification and feedback loop strategies (increased yields and decreased solvent/energy waste) opening the possibility of continuous monitoring. These are the fundamental principles that drive the expansion of flow chemistry.5
Early on, flow chemistry was applied in the field of organometallic chemistry as a strategy for heterogeneous catalysis to shorten reaction times or when hazardous compounds were utilized. More recently, scientists are taking advantage of flow chemistry not only in ‘process intensification’ but also in ‘discovery’. As an example, packed-bed reactors (PBR) can provide information about the performance of a new catalyst while scalability and stability are tested at a laboratory scale with very high catalyst to substrate ratios. In this way, emerging and interconnected scientific disciplines have been developed through innovative approaches which integrate flow technologies in chemistry, biotechnology, biomedicine, and photocatalysis among others.
The core of flow reactors is very simple: it requires pumps to feed solvents and reagents, different size channels, and the vessel where the reaction takes place. Besides those essential elements, several types of junctions, mixers, and pressure regulators are typically part of flow machines. Temperature controllers can be also added. In more advanced set-ups, in-line separation devices (extractors), product purification accessories (scavenger columns), as well as gas, UV-light or microwave suppliers complement the flow process design. Even analytical components (LC-MS, GC-MS, spectrophotometers, bench-top NMR) may be connected to the continuous flow line to provide real-time reaction monitoring. Such a set-up may seem of a high complexity but there is a broad variety of customized flow reactors which are commercially available and can cater for the specific need of a research lab in both academia and industry (Vapourtec Ltd, Ehrfeld, Syrris, AM Technology, Corning, ThalesNano Nanotechnology Inc., Advion Inc., Future Chemistry Holding BV, YMC Co. Ltd, Accendo, Uniqsis Ltd and Chemtrix BV). Nevertheless, fabrication of DIY-equipment is a customary trend in many labs around the world, especially when affordability or availability become an issue. Interestingly, 3D-printers are expanding the possibilities of tailored flow chemistry reactors for many researchers in the field.6
The use of whole cells, also referred as fermentations, present the major drawback of possible cross-reactivity with other metabolites and naturally expressed enzymes. In addition, cell-wall permeability may affect the substrate diffusion hampering its transformation, while its stability may lead to cell-lysis and loss of compartimentalization.8
As an alternative, purified enzymes can be used as catalysts, which solves in one shot the two problems stated before: diffusion and side-reactivity. In this case, the main drawbacks are the costs for the preparation of the pure catalyst, its stability and reusability. Enzyme immobilization can however come to the rescue and significantly reduce these limitations.9–11 In fact, once the enzymes are immobilized, their removal from the reaction bulk, reuse, and incorporation in continuous-mode reactors is straight-forward. This, greatly simplifies the work-up, reducing the produced waste and impacting the cost-effectiveness of the process.
Biocatalyzed reactions in flow can benefit from improved productivity thanks to enhanced mass transfer and better control of the reaction parameters. Better process control makes the bioreaction more efficient minimizing waste and energy consumption. In addition, the absence of harsh mixing prolongs the biocatalysts lifetime, thus reducing the costs associated with their preparation.
In this review, our intention is to stimulate the interest of chemists and biochemists so that they may expand their toolbox and knowledge and embrace flow biocatalysis, which has the potential to become a widespread tool to move chemical transformation to a more sustainable, productive and cost-efficient way.
It must be noted early on that not all processes are (yet) suitable for flow, but when flow is an option it may offer not just an alternative approach, but a system with benefits beyond expectations.
Fig. 1 Schematic representation of a flow reactor configuration involving mesoreactors (A) or microreactors (B). Figure adapted from Tamborini et al.59 |
Miniaturization for flow reactors is associated with devices typically designed with channels or tubes with different internal diameters (i.d.) from μm (microreactors) to mm (mesoreactors) (Fig. 1 and 2). The first ones, typically microfluidic reactors, present an internal diameter <500 μm and a volume in the μL range. They are classified as chips or microtube devices where the reaction environment is a microchannel made of metal, glass or plastic. Among the advantages, effective heat/mass transfer and temperature control are noteworthy. On the other hand, mixing is limited by diffusion while high pressure drops (decreasing of pressure between the 2 lengths of the channel due to unbalanced pressure and viscosity forces) and channel obstruction may occur, especially in the presence of suspensions.
Mesoreactors have an internal diameter >500 μm to several mm, and a volume in the mL range. They present high flow capability and low pressure drops but less efficient heat transfer. While microreactors are characterized by laminar flow, mesoreactors exceeding 1 mm can present a turbulent flow, especially at high flow rates. Between 500 μm and 1 mm i.d. the type of flow generated depends on the flow conditions. To overcome issues related to mixing efficiency, mesoreactors are available with different designs; coil reactors providing homogeneous mixing are preferable for liquid–liquid interaction while column reactors are typically packed with immobilized catalysts.
To compare the performance of different biotransformations or of the same biotransformation in different flow reaction conditions, key parameters need to be properly reported:
- Residence time: time (min) the reagents take to go across the reactor (reaction time).
- Biocatalyst loading: amount of biocatalyst added to the reactor (for immobilized biocatalysts is better to specify also the matrix loading: mgbiocatalyst gmatrix−1).
- Specific biocatalyst activity: U mgenzyme−1 before the beginning of the process.
- Biocatalyst activity: specific activity per biocatalyst loading expressed per gram of matrix (U gmatrix−1) before starting the reaction.
- Reagent/substrate concentration: concentration of the reagent/substrate entering the reactor.
- Reactor size: available reactor volume (channel size or void volume need also to be reported).
- Bioreactor productivity: space–time yield (STY) normalized to the available reactor volume (product quantity (mol)/catalyst volume (L) time (h)).
- Biocatalyst productivity: g of product synthesized per g of biocatalyst employed in the flow reaction.
- Bioreactor stability: biocatalyst activity over time.
Reaction rate of a flow reaction is usually calculated as reported in the following equation:
Atom economy (AE) is a theoretical value very useful as a prediction tool to rapidly assess the waste that will be produced within individual steps. AE is expressed as a percentage and calculated as follows, where MW is the molecular weight:
The E factor is an experimental parameter that refers to the actual waste produced and normalized to the product:
Another mass-based metrics is the process mass intensity (PMI) which is tracked during the lifecycle of pharmaceutical compounds.13 To evaluate the PMI, the roundtable tool developed by the ACS Green Chemistry Institute Pharmaceutical can be used.14
Two main immobilization strategies are adopted in flow biocatalysis: attachment of enzymes on the reactor wall or immobilization onto a solid carrier material suitable to be integrated into a PBR (Fig. 3). Enzyme immobilization in wall-coated reactors is often applied for microfluidic systems where solid carriers could cause clogging issues.18 Experimentally, the enzyme solution in the appropriate buffer is incubated with the solid support under gentle shaking for a certain time (usually, hours) until all the offered protein has been immobilized or the maximum binding capacity has been reached.
Enzyme immobilization can be performed by either reversible or irreversible interactions. We start testing irreversible immobilization techniques which offer a higher stability and avoid leaching of the enzyme while operating flow reactors. These advantages increase the operational lifespan of the biocatalysts promoting one of the key goals of flow biocatalysis: a high accumulated STY relative to the amount of enzyme used. Enzymes can be irreversibly immobilized on a carrier material by forming covalent bonds between selected residues of the protein and the functional groups of the carrier surface. Unfortunately, irreversible immobilization strategies compromise the recyclability of the reactor/carrier when the enzyme activity tends to zero. Alternatively, cross-linked enzyme aggregates (CLEAs) are a carrier-free immobilization technique which relies on the irreversible binding of enzymes mediated by crosslinking agents such as glutaraldehyde and biominerals.16 Yet, the mechanical stability, the mass transfer issues, and the wide distribution of particle size of the CLEAs limit their use in flow biocatalysis. Moreover, irreversible immobilization promotes sometimes a dramatic loss of enzyme activity upon immobilization.
As a reversible immobilization technique, enzyme adsorption (i.e. through ionic and hydrophobic interactions) onto the carrier usually maintains the activity of the immobilized enzyme. Another reversible immobilization protocol is accomplished by genetic fusion of peptide tags (i.e. (6×) His-tag, Halo-tag, Spy-tag) to the enzymes, enabling their attachment to either a carrier or a reactor wall through affinity interactions. This technique allows the purification and specific immobilization of the enzyme in just one step as well as the control of the enzyme orientation. Additionally, physical entrapment/encapsulation is used by covering the enzymes with polymers or sol–gel matrices which result into a milder distortion of the enzyme structure. All these reversible procedures can be reverted, which allow the recycling and reuse of the costly carriers once the enzyme is inactive by reloading it with fresh enzyme. Nevertheless, the stability of the immobilized enzymes is often pretty low due to the lack of rigidification of the enzyme structure and leaching of the enzyme while working in continuous flow conditions.
The most used materials for enzyme immobilization are either methacrylate or agarose microbeads. From an industrial perspective, methacrylate is a robust premade support with high resistance to flow conditions such as high pressure and presence of solvents. Agarose is a more hydrophilic support which is chosen to tackle issues of poor enzyme activity and stickiness of substrates/products on hydrophobic supports. Other supports like silica particles, lignin, magnetic nanoparticles, etc. can be used for integration of immobilized enzymes in flow reactors. In case of enzyme immobilization on microreactor walls, polymeric tubing (i.e. polytetrafluoroethylene, polystyrene, polydimethylsiloxane) are commercially available.9
Directed evolution rely on random combinations of mutations in the protein sequence that may potentially generate improved enzymes.19 While the probability of success of this very time-consuming strategy is quite low, it is an appealing option when no structural information of the enzyme or no prior knowledge of the catalytic mechanism is available. The rational design depends on the analysis of the sequence and the structure of proteins to further introduce mutations in specific positions.20 For these reasons, a combined strategy using rational design and directed evolution is usually the best approach.
Nowadays, the increasing number of protein libraries and in silico tools such as protein modelling and dynamic simulations is speeding up the optimization and development of process-specific biocatalysts.21 Moreover, new computational tools that take advantage of bioinformatic analysis specifically for protein immobilization (i.e. CapiPy)22 are opening new possibilities to apply semi-rational approaches to enhance the performance of immobilized biocatalysts.
One of the main aspects concerns work-up procedures and purification steps, which are often considered a bottleneck in continuous synthesis. Solid supported reagents have widely dominated product purification in flow multi-step processes. They mainly consist in reactive species associated with heterogeneous support material.27 Ideally, the use of such reagents should trap the impurities from the flow stream giving a pure product without any traditional work-up procedure (i.e. chromatography, crystallization, distillation) fulfilling either electrostatic or covalent interactions between the solid matrix and the undesired species. Due to their universal application, a wide range of functionalized scavenger columns are now available on the market. However, while these materials are extensively used, they present some limitations, especially in terms of cost and reduced lifetime. Typically, solid-supported reagents cannot be recycled continuously requiring an interruption of the flow sequence. This is the case for example of catch and release strategies through ion-exchange resins where the addition of diluted solutions of acids or bases let the recovery of the trapped molecules as salt form.28,29 Moreover, increasing the amount of the scavenger during the reaction scale-up, leads to undesired scale-depended dispersion/diffusion phenomena. Consequently, a thorough evaluation of the flow design is necessary before using them. Despite the development of numerous tools to increase the automation of work-up procedures considered time- and cost-consuming, and to reduce the environmental burden, continuous synthesis is usually followed by “discontinuous” purification because the limited number of available options.30,31 Often chemists necessitate to resort to old fashion batch chromatography methods for the separation of complex mixture of products, particularly when they present same functional groups.32 So far, high purity can be achieved by in-line procedures through multi-column chromatography,33 or simulated moving bed (SMB) chromatography.34,35 O'Brien and coworkers36 developed the first example of in-line SMB (simulated moving-bed) chromatography for the continuous production of a clean product. This concept, born in the 60s is still used in many industrial applications (e.g., petrochemical, food, and pharmaceutical industries) and consist basically in the simulation of the movement of the stationary phase in the opposite direction of the fluid to achieve a counter-current flow, rather than flowing fluids through a static bed. While SMB chromatography has a great potential for the purification of different organic compounds, it showed also several drawbacks in terms of costs (high initial investment and maintenance related expenses) as well as higher complexity when compared to single column chromatography. Moreover, it lacks the versatility as no solvent gradient purification can be performed. Notably, the pressure generated by the SMB system can be significant and has to be taken into account before integrating it with flow reactors.
Liquid–liquid extractions is another fundamental separation strategy in any chemistry reaction. Although extractions are very common purification strategies also at industrial scale,37 this process is considered one the most manually intensive and time/space lab consuming one. Moreover, the massive use of organic solvents makes it also unsustainable. It is not surprising, therefore, that significant efforts have been put into the development of devices to automatically perform such procedure minimizing the amount of solvent. Commercially available gadgets (i.e., Zaiput liquid–liquid separator) typically rely on a fast mixing of the immiscible solvents using PTFE tubes and a separation due to the interactions with a hydrophobic membrane (one phase will have an affinity for the membrane and fill the pores – wetting phase – while the other one will be repelled not filling the pores – non-wetting phase). Once the membrane pores are filled with the wetting phase, a pressure differential is applied between the two sides of the membrane to push the wetting phase without forcing the non-wetting phase through the pores. They are usually plug-and-play modular units.
When a flow tandem process is designed, one of the major considerations is the solvent compatibility between the different reactions. In an ideal multi-step process, both solvent and reagent concentration should be kept constant throughout. In reality, this is almost never the case. Solvent switching is a very time-consuming procedure and often it has to be performed by manual intervention stopping the flow continuous process. Few examples of in-line evaporation and distillation have been reported,38 and distillation in particular can allow for both in-line purification, solvent exchange, and solvent recovery and recycling.
Despite the promising results of flow chemistry technology, there are still many hurdles to overcome for the implementation of continuous processes particularly regarding the handling of solids in flow reactors. One of the most important elements to monitor clogging events is the pressure which increases when suspensions are formed, even though in an ideal design of a multi-step process, precipitation should be avoided. Among the common strategies, flushing the reactor with an appropriate solubilizing solvent could be an option.39 Alternatively, sonication while the reagents are flowing through the reactor can prevent the formation of particulate.40 While a number of solutions have been developed to manage slurries41 in continuous mode, these strategies are tailored to specific systems (some of them are reported in the below section) and a common technology is not available yet. In a reaction involving precipitation event, it is necessary to separate the solid from the liquid phase. There are two possible outcomes: the collection of the solid (filter cake residue) or of the liquid (filtrate). In the paper reported by Mascia et al.42 which aims at the collection of the solid for downstream processing, two different in-line crystallization and filtration process are performed, both based on low temperature and vacuum supported devices.
One of the options to surpass these limitations is the use of enzymes which do not suffer inactivation in organic solvents, either tailoring them to be used in such conditions43 or taking advantage of their intrinsic characteristics.44 The perfect example of such biocatalysts are lipases. While in aqueous media lipases catalyze the cleavage of ester or amide bonds, in organic solvents they can catalyze the opposite reaction.
For example, Farkas et al. in 201845 overcame the limitation of typical dynamic kinetic resolutions of amines combining the acylation of the racemic starting material via a stereo-selective enzymatic reaction with the racemization of the remaining enantiomer through a palladium-based catalyst in 2-methyl-2-butanol (Fig. 4). The authors developed a system using a commercially available sol–gel encapsulated version of Candida antarctica lipase B (CALB-TDP-10) which showed selectivity for the (S)-enantiomer of the benzylic amines. After the first conversion, the palladium catalyst is used to interconvert the remaining (R) enantiomer into the (S) which is in turn acetylated by the enzyme present in the same packed bed reactor with excellent yields (67–96%) and enantiopurity (>99%) for at least three of the tested amines.
Another option to combine both strategies is the compartmentalization, operating each reactor at different conditions taking advantage of the modularity of flow machines. This strategy was applied by Sperl et al.,46 in 2016 for the synthesis of 2-keto-3-deoxy sugar acids (Fig. 4). In their work, implementing a fed-batch continuous flow hybrid process, the incompatibility between gold catalyzed sugar oxidation with enzymatic dehydration could be surpassed. This is also an excellent example of the step-by-step process optimization, solving issues that might appear during the process assembly, such as pH incompatibility or side-product removal. In their case, removal of hydrogen peroxide from the gold-catalyzed oxidation was key to ensure the correct operation of the immobilized dihydroxy acid dehydrogenase (SsDDH). Continuous operation of their system over 100 mL resulted in very good yields (69–91%) and good recovered yields after purification for two of the tested sugars (58 and 86%).
In this sense, in the work of Farkas et al. (Fig. 4), a very common issue in flow had to be addressed: substrate insolubility. Previous attempts to perform similar strategies in flow faced a critical problem as ammonium formate, while necessary to avoid side reactions in the racemization, was insoluble in such solvents. This is one of the major problems when working in continuous flow and, if it cannot be solved, often imposes the use of semi-continuous approaches (with intermediate filtrations) to avoid system clogging, detected specially by an increase on the back pressure of the system. In their work, the change of solvent to 2-methyl-2-butanol avoided the precipitation of the ammonium formate.
In other cases, the solvent choice is not so broad as most enzymes do not perform well in non-aqueous media. Even if peristaltic pumps are suitable to pump slurry solutions into the reactor, normally, poor solubility decreases the efficiency of the process. To prevent it, the use of surfactants to increase the water solubility of organic molecules ensure an efficient mass transfer in the reactor, but bear in mind that they can also have an effect on the enzymatic preparation.47
Related to this and especially in microfluidic systems, if protein leakage occurs during operation due to reversible immobilization techniques or the presence of multimeric enzymes, the denatured protein can also cause a block. In this case, it would normally be a good idea to set up regular washes with cleaning solutions (such as NaOH 1 M or guanidinium chloride 4 M) to ensure the denature protein does not have a negative effect on the system.
Standard reactions have been used to prove the feasibility and the efficiency of the system. The ultra-efficiency concept reported here for the first time, was achieved using trapping columns downstream the process to separate the pure products and the benign by-products (at the end also these ones recovered through a catch and release strategy). The partially purified waste waters containing the cofactors in catalytic amounts have been extensively recirculated allowing the obtainment of a closed-loop system virtually generating no waste.
Pressurized flow-reactors are an attractive alternative that facilitates automation and intensification of oxidative flow-biocatalytic processes while protecting the enzymes against denaturing contact. The pressurized flow (bio)reactor (≤34 bar) can be operated in a single liquid phase because the gas–liquid O2 transfer is decoupled in space and time from the O2-dependent biocatalytic reaction (Fig. 6).51 In case that free enzymes are employed, the gas delivery (1–10 mL min−1) is firstly adjusted by a mass-flow controller until it mixes with the substrate (Fig. 6A). Then, the free enzymes can be pumped (0.1–0.4 mL min−1) for mixing with the substrate-O2 flow. Finally, the reaction happens in a coiled reactor whose input and out pressure are controlled. This system proved an increase of up to 6-fold on the reaction rate.51 Moreover, immobilized enzymes can be integrated into the pressurized flow-reactors (Fig. 6B). In this case, substrates and O2 are mixed and pumped to the PBR where the enzymatic reaction happens (Fig. 6B). As one may expect expected, TON, catalyst productivity and STY of the PBR are superior to the liquid reactor operated with free enzymes.
Fig. 6 Flow biocatalysis using pressurized reactors for the O2 supply. (A) Free enzymes. (B) Packed-bed reactor with co-immobilized enzymes (GOX: glucose oxidase; CAT: catalase). |
Mathematical modelling is a powerful prediction tool for reactor/reaction engineering.54 A quick optimization and assessment of a complex flow bioreactor can be performed in a short period of time. Then, the mathematical model is experimentally evaluated, usually in combination with microfluidics. As an example, Miložič et al.55 utilized mathematical models to facilitate the description of convective and diffusion mass transfer in a flow reaction kinetics. The model was tested for the microfluidic reaction where a ω-transaminase was immobilized on the inner microreactor walls by ionic interactions (Fig. 7). The substrate solution was pumped (2–32 μL min−1) to the silicon/glass microreactor and the resulting product mixture was diluted with NaOH for further in-line analysis by HPLC. Microfluidic enabled to test various inlet substrates, enzyme concentrations, and residence times to verify the proposed models. Finally, the experimental data can validate the mathematical models for the biotransformation processes even within consecutively connected microreactors.
Noteworthy, automation of biocatalytic processes is one of the main advantages of its integration in flow systems. In this sense, machine learning for self-optimization of processes must be taken into consideration for both flow chemistry56 and enzyme engineering.57 Although the application of machine learning for flow biocatalysis is still in its infancy.
As it can be seen in Fig. 8, via a single step enzymatic transformation using Mycobacterium smegmatis acyl transferase (MsAcT), melatonin could be synthesized from 5-methoxy tryptamine among others. In this example, the enzyme was covalently immobilized onto glyoxyl-agarose beads with a loading of only 1 mg of enzyme per g of resin, dramatically increasing the catalyst stability. The chemoselectivity of the enzyme as well as the absence of hydrolysis side reaction due to the flow mode prevented the formation of any by-products obtaining the desired amide with a very high purity. Moreover, the molar conversions observed were good with ethyl acetate (>60%) but have been further improved using a more activated acyl donor such as vinyl acetate (>90%).
In this case, particular attention must be paid on the substrate loading: the amine was supplied at a concentration of 0.5 M (95 g L−1) through a liquid–liquid segmented flow. That means that the amine was dissolved in aqueous solution while the acetyl donors, were added via a T junction creating a biphasic stream to the column. The residence time in this case was only 5 minutes, exemplifying the shortened reaction times that can be achieved in flow due to the increased mass transfer and control over the reaction conditions. To exemplify the extraordinary productivity, the system was left running for 24 h with the automated work-up described below with isolated yields up to 36.9 g.
Apart from its very high productivity, the system was designed to be as efficient as possible. Not only the space–time yield and atom economy were excellent, but also through an in-line separation, the ethyl acetate containing the final product was evaporated, condensed and recirculated yielding the pure N-acetyl molecules. As reported above, also the aqueous phase with the unreacted amine was recovered and reused. In this way, the reaction has negligible waste contribution, excellent atom economy and ensures no loss of substrate or organic solvent.
This tutorial review outlines how biocatalytic processes are dramatically improved by continuous flow technology fulfilling also industrial needs such as short reaction times, increased performance and productivity. Key concepts and detailed definitions, the “corner stone” of flow biocatalysis, have been described. In addition, to help newcomers to the field, the main challenges are discussed, and practical specific solutions are presented.
Although flow biocatalysis may be considered at an early stage of its development, we feel that there is a bright future, especially for multi-enzymatic cascade reactions, overcoming the market, regulatory, technical, and cultural barriers for its implementation.
Footnote |
† These authors contributed equally to the work. |
This journal is © The Royal Society of Chemistry 2021 |