R.A. Sheldon
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63 records found
1
The E-Factor
The Environmental Footprint
The invention of the E-Factor in 1992 was a game-changing moment in the development of sustainability and green chemistry that completely changed our perception of waste. Prior to this revolutionary event waste management was focused on waste remediation. The E-Factor focused attention on the amount of waste formed, in particular the prodigious amounts formed in the manufacture of fine chemicals, such as flavors and fragrances and active pharmaceutical ingredients. It resulted in a paradigm shift in the concept of an efficiency in chemical processes, from an indicator based solely on yield to one that assigned value for eliminating waste.
The chemical industry of the future will use waste, as carbon dioxide, lignocellulose, plastic and food waste, as the raw material and renewable electricity as the energy source. In order to achieve this lofty goal it is essential to have simple and reliable metrics for measuring and assessing waste. The most well-known metric used for this task is the E-Factor. Other possible mass-related metrics, such as process mass intensity (PMI) are discussed. Energy is also mass-related and can be measured in kgs of CO2 equivalents and as such incorporated in the E-Factor. It will also be essential to identify renewable vs non-renewable energy used in the process.
Enzymatic reductions catalyzed by reductases generally depend on reduced nicotinamide cofactors as a hydride source. However, for industrial viability, it is more cost-effective to use water as the hydrogen source, bypassing the requirement for the cofactor. Here we report a hybrid photo-biocatalyst system based on infrared (IR) light and responsive reductive graphene quantum dots (rGQDs), for performing the direct transfer of hydrogen from water to prochiral substrates. The photo-biocatalyst, assembled from rGQDs and cross-linked aldo-keto reductase (AKR), mediates the synthesis of the pharmaceutical intermediate, (R)−1-[3,5-bis(trifluoromethyl)-phenyl] ethanol ((R)−3,5-BTPE), in 82% yield and >99.99% ee under IR illumination. Our photo-enzymatic systems can also be effectively used to drive the enzymatic reduction of imines and alkenes. Since the hybrid photo-biocatalysts are insoluble, they can be readily recovered and recycled. This work opens new avenues to create artificial photo-biocatalyst systems, enabling the facile coupling of renewable solar energy and sustainable chemical production.
Beyond the E-Factor
The Environmental, Hazard and Risk Quotient
The first green chemistry metrics - the E-Factor and Atom Economy (AE) - were introduced in the early 1990s. However, such mass-based metrics needed to be augmented by metrics that measure the environmental impact of waste, originally referred to as the Environmental Quotient, EQ. Various metrics for assessing the sustainability of chemicals such as life cycle assessment (LCA) and for assessing economic viability are discussed. The development of a sustainable bio-based production of chemicals meshes fits well with the concept of a circular economy, based on resource efficiency and waste minimization by design, to replace traditional linear, take−make−use−dispose economies.
Effective photolytic regeneration of the NAD(P)H cofactor in enzymatic reductions is an important and elusive goal in biocatalysis. It can, in principle, be achieved using a near-infrared light (NIR) driven artificial photosynthesis system employing H2O as the sacrificial reductant. To this end we utilized TiO2/reduced graphene quantum dots (r-GQDs), combined with a novel rhodium electron mediator, to continuously supply NADPH in situ for aldo-keto reductase (AKR) mediated asymmetric reductions under NIR irradiation. This upconversion system, in which the Ti-O-C bonds formed between r-GQDs and TiO2 enabled efficient interfacial charge transfer, was able to regenerate NADPH efficiently in 64 % yield in 105 min. Based on this, the pharmaceutical intermediate (R)-1-(3,5-bis(trifluoromethyl)phenyl)ethan-1-ol was obtained, in 84 % yield and 99.98 % ee, by reduction of the corresponding ketone. The photo-enzymatic system is recyclable with a polymeric electron mediator, which maintained 66 % of its original catalytic efficiency and excellent enantioselectivity (99.9 % ee) after 6 cycles.
Waste Valorization in a Sustainable Bio-Based Economy
The Road to Carbon Neutrality
Green chemistry and biocatalysis
Engineering a sustainable future
The design and orderly layered co-immobilization of multiple enzymes on resin particles remain challenging. In this study, the SpyTag/SpyCatcher binding pair was fused to the N-terminus of an alcohol dehydrogenase (ADH) and an aldo-keto reductase (AKR), respectively. A non-canonical amino acid (ncAA), p-azido-L-phenylalanine (p-AzF), as the anchor for covalent bonding enzymes, was genetically inserted into preselected sites in the AKR and ADH. Employing the two bioorthogonal counterparts of SpyTag/SpyCatcher and azide–alkyne cycloaddition for the immobilization of AKR and ADH enabled sequential dual-enzyme coating on porous microspheres. The ordered dual-enzyme reactor was subsequently used to synthesize (S)-1-(2-chlorophenyl)ethanol asymmetrically from the corresponding prochiral ketone, enabling the in situ regeneration of NADPH. The reactor exhibited a high catalytic conversion of 74 % and good reproducibility, retaining 80 % of its initial activity after six cycles. The product had 99.9 % ee, which that was maintained in each cycle. Additionally, the double-layer immobilization method significantly increased the enzyme loading capacity, which was approximately 1.7 times greater than that of traditional single-layer immobilization. More importantly, it simultaneously enabled both the purification and immobilization of multiple enzymes on carriers, thus providing a convenient approach to facilitate cascade biocatalysis.
Two non-canonical amino acids (ncAAs) with bio-orthogonal reactive groups, namely, p-azido-l-phenylalanine (p-AzF) and p-propargyloxy-l-phenylalanine (p-PaF), were genetically inserted into an aldo-keto reductase (AKR) and an alcohol dehydrogenase (ADH), respectively, at two preselected sites for each enzyme. The variants were expressed in the genome recoded bacterium Escherichia coli C321.ΔA. Supernatants of the individual cell lysates were subsequently mixed to produce orderly combi-crosslinked enzymes (O-CLEs) of AKR and ADH by co-polymerization of the two variants through their reactive bio-orthogonal groups. The site-specific cross-linked enzymes (S-CLEs) and cross-linked enzyme aggregates (CLEAs) were produced using dibenzocycloocta-4a,6a-diene-5,11-diyne (DBA) and glutaraldehyde as the crosslinking agent, respectively. The catalytic efficiencies of the O-CLEs, S-CLEs and combi-CLEAs were determined using the water soluble dihydro-4, 4-dimethyl-2, 3-furandione as a surrogate substrate in aqueous solution at 37 °C. The O-CLEs exhibited the highest catalytic efficiency (Kcat/KM = 11.36 S−1 mM−1) that was 4.24 and 22.27 times that of S-CLEs and combi-CLEAs, respectively. In the asymmetric cascade synthesis of (R)-1-(2-chlorophenyl) ethanol the product yield after 14 h using the O-CLEs, S-CLEs and the combi-CLEAs was 93%, 55% and 16%, respectively. Moreover, high activities and selectivity (ee > 99.99%) were maintained at high substrate concentrations in prolonged operation.
The E factor at 30
A passion for pollution prevention
The introduction of the E Factor in 1992 focussed attention on the problem of waste generation, defined as everything but the desired product, in chemicals manufacture and gave rise to a paradigm shift in our concept of efficiency in chemical processes, from one based solely on chemical yield to one that assigns value to eliminating waste. Thirty years later, it has become clear that waste is the underlying cause of the major global environmental problems, from climate change to plastic pollution and that the solution to this ubiquitous waste problem is pollution prevention at source enabled by green and sustainable chemistry. The role played by (bio)catalysis, alternative solvents, the emergence of a carbon neutral circular economy based on renewable resources and the electrification of chemicals manufacture based on renewable energy in the drive towards pollution prevention and sustainable industries is delineated.
The use of engineered ketoreductases (KREDS), both as whole microbial cells and isolated enzymes, in the highly enantiospecific reduction of prochiral ketones is reviewed. The homochiral alcohol products are key intermediates in, for example, pharmaceuticals synthesis. The application of sophisticated protein engineering and enzyme immobilisation techniques to increase industrial viability are discussed.
The discovery that enzymes could function efficiently in organic solvents revolutionized their use in industry but represented a change from the natural “green” solvent, water, to a host of environmentally undesirable solvents. Considerable effort is being devoted to making such processes greener again. Bio-based solvents, derived from waste biomass, possess the desirable attributes of traditional organic solvents but are more conducive to a circular bio-based economy. Although biocatalytic oxidations have only been tested in bio-based ether solvents, there is considerable scope for expanding this to include bio-based ester solvents. Alternatively, both ionic liquids and deep eutectic solvents, with tunable properties, are proving very interesting solvents for biocatalytic oxidations. In particular, oxidative depolymerization of lignin, catalyzed by laccases, has been extensively investigated. Finally, designer amphiphiles can facilitate the formation of micelles that act as hydrophobic nanoreactors for performing biocatalytic oxidation processes while surrounded by aqueous buffer as solvent.
Acylated Morita-Baylis-Hillman (MBH) adducts were synthesised and subjected to enzymatic kinetic resolution (EKR) by hydrolysis employing various lipase enzymes: from P. fluorescens, P. cepacia (PCL), C. antarctica A (CAL−A), C. antarctica B (CAL−B) and Novozyme 435. In a number of instances enantiopure Morita-Baylis-Hillman acetates or butyrates and their corresponding hydrolysed MBH adducts were obtained with ee values of >90 %, at ca. 50 % conversion, corresponding to enantiomeric ratio (E) values of >200. Enantioselective transesterification reactions on MBH adducts was achieved using acyl anhydrides in THF or the greener organic solvent 2-MeTHF in the presence of CAL−A. This is the first report of successful lipase-catalysed EKR of aromatic MBH adducts by transesterification in organic medium.
In the movement to decarbonize our economy and move away from fossil fuels we will need to harness the waste products of our activities, such as waste lignocellulose, methane, and carbon dioxide. Our wastes need to be integrated into a circular economy where used products are recycled into a manufacturing carbon cycle. Key to this will be the recycling of plastics at the resin and monomer levels. Biotechnology is well suited to a future chemical industry that must adapt to widely distributed and diverse biological chemical feedstocks. Our increasing mastery of biotechnology is allowing us to develop enzymes and organisms that can synthesize a widening selection of desirable bulk chemicals, including plastics, at commercially viable productivities. Integration of bioreactors with electrochemical systems will permit new production opportunities with enhanced productivities and the advantage of using a low-carbon electricity from renewable and sustainable sources.
Metrics of green chemistry
Waste minimization
The increasingly apparent negative impact of human activities on the environment has heightened the urgency for the chemistry community to adopt greener and more sustainable practices. The E-factor can still be considered a valuable tool in this drive, particularly because of its broad acceptance and familiarity amongst both industrial and academic chemists. An important factor in broadening the adoption of green principles is ensuring that the academics responsible for training the next generation of chemists prioritise green and sustainable practices in their undergraduate and post graduate laboratories. Green metrics must be easy to use to motivate the broader chemistry community to develop greener syntheses. For maximum impact to be achieved the detail of the exact green metrics applied are less important than their adoption by the broader chemical community. Of growing importance is the replacement of fossil resources with renewable alternatives to reduce greenhouse gas emission that is a significant driver of climate change. The C factor is used to compare the carbon footprints of different routes to a particular product.
The covalent immobilisation of enzymes generally involves the use of highly reactive crosslinkers, such as glutaraldehyde, to couple enzyme molecules to each other or to carriers through, for example, the free amino groups of lysine residues, on the enzyme surface. Unfortunately, such methods suffer from a lack of precision. Random formation of covalent linkages with reactive functional groups in the enzyme leads to disruption of the three dimensional structure and accompanying activity losses. This review focuses on recent advances in the use of bio-orthogonal chemistry in conjunction with rec-DNA to affect highly precise immobilisation of enzymes. In this way, cost-effective combination of production, purification and immobilisation of an enzyme is achieved, in a single unit operation with a high degree of precision. Various bio-orthogonal techniques for putting this precision and elegance into enzyme immobilisation are elaborated. These include, for example, fusing (grafting) peptide or protein tags to the target enzyme that enable its immobilisation in cell lysate or incorporating non-standard amino acids that enable the application of bio-orthogonal chemistry.