Characterization and multi-step transketolase-ω-transaminase bioconversions in an immobilized enzyme microreactor (IEMR) with packed tube

The concept of de novo metabolic engineering through novel synthetic pathways offers new directions for multi-step enzymatic synthesis of complex molecules. This has been complemented by recent progress in performing enzymatic reactions using immobilized enzyme microreactors (IEMR). This work is concerned with the construction of de novo designed enzyme pathways in a microreactor synthesizing chiral molecules. An interesting compound, commonly used as the building block in several pharmaceutical syntheses, is a single diastereoisomer of 2-amino-1,3,4-butanetriol (ABT). This chiral amino alcohol can be synthesized from simple achiral substrates using two enzymes, transketolase (TK) and transaminase (TAm). Here we describe the development of an IEMR using His₆-tagged TK and TAm immobilized onto Ni-NTA agarose beads and packed into tubes to enable multi-step enzyme reactions. The kinetic parameters of both enzymes were first determined using single IEMRs evaluated by a kinetic model developed for packed bed reactors. The K_m(app) for both enzymes appeared to be flow rate dependent, while the turnover number k_cat was reduced 3 fold compared to solution-phase TK and TAm reactions. For the multi-step enzyme reaction, single IEMRs were cascaded in series, whereby the first enzyme, TK, catalyzed a model reaction of lithium-hydroxypyruvate (HPA) and glycolaldehyde (GA) to l-erythrulose (ERY), and the second unit of the IEMR with immobilized TAm converted ERY into ABT using (S)-α-methylbenzylamine (MBA) as amine donor. With initial 60 mM (HPA and GA each) and 6 mM (MBA) substrate concentration mixture, the coupled reaction reached approximately 83% conversion in 20 min at the lowest flow rate. The ability to synthesize a chiral pharmaceutical intermediate, ABT in relatively short time proves this IEMR system as a powerful tool for construction and evaluation of de novo pathways as well as for determination of enzyme kinetics.     

Immobilised enzyme microreactor for screening of multi-step bioconversions: characterisation of a de novo transketolase-ω-transaminase pathway to synthesise chiral amino alcohols

Complex molecules are synthesised via a number of multi-step reactions in living cells. In this work, we describe the development of a continuous flow immobilized enzyme microreactor platform for use in evaluation of multi-step bioconversion pathways demonstrating a de novo transketolase/ω-transaminase-linked asymmetric amino alcohol synthesis. The prototype dual microreactor is based on the reversible attachment of His₆-tagged enzymes via Ni-NTA linkage to two surface derivatised capillaries connected in series. Kinetic parameters established for the model transketolase (TK)-catalysed conversion of lithium-hydroxypyruvate (Li-HPA) and glycolaldehyde (GA) to l-erythrulose using a continuous flow system with online monitoring of reaction output was in good agreement with kinetic parameters determined for TK in stop-flow mode. By coupling the transketolase catalysed chiral ketone forming reaction with the biocatalytic addition of an amine to the TK product using a transaminase (ω-TAm) it is possible to generate chiral amino alcohols from achiral starting compounds. We demonstrated this in a two-step configuration, where the TK reaction was followed by the ω-TAm-catalysed amination of l-erythrulose to synthesise 2-amino-1,3,4-butanetriol (ABT). Synthesis of the ABT product via the dual reaction and the on-line monitoring of each component provided a full profile of the de novo two-step bioconversion and demonstrated the utility of this microreactor system to provide in vitro multi-step pathway evaluation.     

A toolbox approach for the rapid evaluation of multi-step enzymatic syntheses comprising a ‘mix and match’ E. coli expression system with microscale experimentation

Abstract

This work describes an experimental ‘toolbox’ for the rapid evaluation and optimisation of multi-step enzymatic syntheses comprising a ‘mix and match’ E. coli-based expression system and automated microwell scale experimentation. The approach is illustrated with a de novo designed pathway for the synthesis of optically pure amino alcohols using the enzymes transketolase (TK) and transaminase (TAm) to catalyze asymmetric carbon-carbon bond formation and selective chiral amine group addition respectively. The E. coli expression system, based on two compatible plasmids, enables pairs of enzymes from previously engineered and cloned TK and TAm libraries to be evaluated for the sequential conversion of different initial substrates. This is complemented by the microwell experimentation which enables efficient investigation of different biocatalyst forms, use of different amine donors and substrate feeding strategies. Using this experimental ‘toolbox’, one-pot syntheses of the diastereoisomers (2S,3S)-2-aminopentane-1,3-diol (APD) and (2S,3R)-2-amino-1,3,4-butanetriol (ABT) were designed and performed, which gave final product yields of 90% mol/mol for APD and 87% mol/mol for ABT (relative to the initial TK substrates) within 25 hours. For the synthesis of APD, the E coli TK mutant D469E was paired with the TAm from Chromobacterium violaceum 2025 while for ABT synthesis the wild-type E. coli TK exhibited the highest specific activity and ee( enantiomeric excess) of >95%. For both reactions, whole-cell forms of the TK-TAm biocatalyst performed better than cell lysates while isopropylamine (IPA) was a preferable amine donor than methylbenzylamine (MBA) since side reactions with the initial TK substrates were avoided. The available libraries of TK and TAm enzymes and scalable nature of the microwell data suggest this ‘toolbox’ provides an efficient approach to early stage bioconversion process design in the chemical and pharmaceutical sectors.     

Reaction modelling and simulation to assess the integrated use of transketolase and ω-transaminase for the synthesis of an aminotriol

The most attractive, as well as challenging, multistep organic syntheses would preferably be carried out in a single reactor, as a one-pot synthesis. For biocatalytic syntheses, multistep reactions in one-pot mode bring a number of advantages, while at the same time raising unique challenges such as the compatibility of different biocatalysts. In this paper, we have developed a transketolase–transaminase (TK-TAm) two-step one-pot aminotriol synthesis reaction model, which integrates reaction kinetic models with process characterization (consisting of component degradation as a function of pH and concentration, aldehyde toxicity towards the enzyme, and ketol donor and acceptor side-reactions with TAm). Based on the analysis of the effect of the TAm/TK activity ratio on product yield, simulations provided guidance for further process and biocatalyst development.     

Reaction modelling and simulation to assess the integrated use of transketolase and ω-transaminase for the synthesis of an aminotriol

The most attractive, as well as challenging, multistep organic syntheses would preferably be carried out in a single reactor, as a one-pot synthesis. For biocatalytic syntheses, multistep reactions in one-pot mode bring a number of advantages, while at the same time raising unique challenges such as the compatibility of different biocatalysts. In this paper, we have developed a transketolase-transaminase (TK-TAm) two-step one-pot aminotriol synthesis reaction model, which integrates reaction kinetic models with process characterization (consisting of component degradation as a function of pH and concentration, aldehyde toxicity towards the enzyme, and ketol donor and acceptor side-reactions with TAm). Based on the analysis of the effect of the TAm/TK activity ratio on product yield, simulations provided guidance for further process and biocatalyst development.     

Multi-step biocatalytic strategies for chiral amino alcohol synthesis

Chiral amino alcohols are structural motifs present in sphingolipids, antibiotics, and antiviral glycosidase inhibitors. Their chemical synthesis presents several challenges in establishing at least two chiral centres. Here a de novo metabolic pathway using a transketolase enzyme coupled with a transaminase enzyme has been assembled. To synthesise this motif one of the strategies to obtain high conversions from the transaminase/transketolase cascade is the use of hydroxypyruvate (HPA) as a two-carbon donor for the transketolase reaction; although commercially available it is relatively expensive limiting application of the pathway on an industrial scale. Alternately, HPA can be synthesised but this introduces a further synthetic step. In this study two different biocatalytic strategies were developed for the synthesis of (2S,3R)-2-amino-1,3,4-butanetriol (ABT) without adding HPA into the reaction. Firstly, a sequential cascade of three enzymatic steps (two transaminases and one transketolase) for the synthesis of ABT from serine, pyruvate and glycolaldehyde as substrates. Secondly, a two-step recycling cascade where serine is used as donor to aminate erythrulose (catalysed by a transketolase) for the simultaneous synthesis of ABT and HPA. In order to test the novel pathways, three new transaminases are described, two ω-transaminases able to accept a broad range of amine acceptors with serine as amine donor; and an α-transaminase, which showed high affinity towards serine (K_M: 18 mM) using pyruvate as amine acceptor. After implementation of the above enzymes in the biocatalytic pathways proposed in this paper, the two-step recycling pathway was found to be the most promising for its integration with E. coli metabolism. It was more efficient (10-fold higher conversion), more sustainable and cost-effective (use of low cost natural substrates and only two enzymes), and the reaction could be performed in a one-pot system.     

Cloning and expression of an alpha-amylase gene from Streptomyces thermoviolaceus CUB74 in Escherichia coli JM107 and S. lividans TK24

A gene coding for a thermostable extracellular alpha-amylase, carried by a 5.7 kb BamHI chromosomal DNA fragment isolated from Streptomyces thermoviolaceus strain CUB74, was cloned into Escherichia coli JM107 using, as a cloning vector, the high-copy-number plasmid pUC8. E. coli containing a recombinant plasmid pQR300 expressed the amylase gene and exported the enzyme into the periplasmic space and the culture medium. The amylase protein expressed by E. coli had the same molecular mass (50 kDa) as that expressed by the Streptomyces parent strain, which suggests that the enzyme is processed similarly by both strains. The amylase gene was also cloned into Streptomyces lividans TK24 using pIJ702 as vector. The enzyme was stable at 70 degrees C when CaCl2 was present.     

Enzymatic synthesis of chiral amino‐alcohols by coupling transketolase and transaminase‐catalyzed reactions in a cascading continuous‐flow microreactor system

Rapid biocatalytic process development and intensification continues to be challenging with currently available methods. Chiral amino‐alcohols are of particular interest as they represent key industrial synthons for the production of complex molecules and optically pure pharmaceuticals. (2S,3R)‐2‐amino‐1,3,4‐butanetriol (ABT), a building block for the synthesis of protease inhibitors and detoxifying agents, can be synthesized from simple, non‐chiral starting materials, by coupling a transketolase‐ and a transaminase‐catalyzed reaction. However, until today, full conversion has not been shown and, typically, long reaction times are reported, making process modifications and improvement challenging. In this contribution, we present a novel microreactor‐based approach based on free enzymes, and we report for the first time full conversion of ABT in a coupled enzyme cascade for both batch and continuous‐flow systems. Using the compartmentalization of the reactions afforded by the microreactor cascade, we overcame inhibitory effects, increased the activity per unit volume, and optimized individual reaction conditions. The transketolase‐catalyzed reaction was completed in under 10 min with a volumetric activity of 3.25 U ml^?1. Following optimization of the transaminase‐catalyzed reaction, a volumetric activity of 10.8 U ml^?1 was attained which led to full conversion of the coupled reaction in 2 hr. The presented approach illustrates how continuous‐flow microreactors can be applied for the design and optimization of biocatalytic processes.

     

Identification of novel small-molecule inhibitors for human transketolase by high-throughput screening with fluorescent intensity (FLINT) assay

The metabolic enzyme transketolase (TK) plays a crucial role in tumor cell nucleic acid synthesis, using glucose through the elevated nonoxidative pentose phosphate pathway (PPP). Identification of inhibitors specifically targeting TK and preventing the nonoxidative PPP from generating the RNA ribose precursor, ribose-5-phosphate, provides a novel approach for developing effective anticancer therapeutic agents. The full-length human transketolase gene was cloned and expressed in Escherichia coli and the recombinant human transketolase protein purified to homogeneity. A fluorescent intensity (FLINT) assay was developed and optimized. Library compounds were screened in a high-throughput screening (HTS) campaign using the FLINT assay. Fifty-four initial hits were identified. Among them, 2 scaffolds with high selectivity, ideal physiochemical properties, and low molecular weight were selected for lead optimization studies. These compounds specifically inhibited in vitro TK enzyme activity and suppressed tumor cell proliferation in at least 3 cancer cell lines: SW620, LS174T, and MIA PaCa-2. Identification of these active scaffolds represents a good starting point for development of drugs specifically targeting TK and the nonoxidative PPP for cancer therapy.     

Biotransformation of β‐hydroxypyruvate and glycolaldehyde to l‐erythrulose by Pichia pastoris strain GS115 overexpressing native transketolase

Transketolase is a proven biocatalytic tool for asymmetric carbon‐carbon bond formation, both as a purified enzyme and within bacterial whole‐cell biocatalysts. The performance of Pichia pastoris as a host for transketolase whole‐cell biocatalysis was investigated using a transketolase‐overexpressing strain to catalyze formation of l ‐erythrulose from β‐hydroxypyruvic acid and glycolaldehyde substrates. Pichia pastoris transketolase coding sequence from the locus PAS_chr1‐4_0150 was subcloned downstream of the methanol‐inducible AOX1 promoter in a plasmid for transformation of strain GS115, generating strain TK150. Whole and disrupted TK150 cells from shake flasks achieved 62% and 65% conversion, respectively, under optimal pH and methanol induction conditions. In a 300 μL reaction, TK150 samples from a 1L fed‐batch fermentation achieved a maximum l ‐erythrulose space time yield (STY) of 46.58 g L^?1 h^?1, specific activity of 155 U , product yield on substrate (Y_p/s) of 0.52 mol mol^?1 and product yield on catalyst (Y_p/x) of 2.23g . We have successfully exploited the rapid growth and high biomass characteristics of Pichia pastoris in whole cell biocatalysis. At high cell density, the engineered TK150 Pichia pastoris strain tolerated high concentrations of substrate and product to achieve high STY of the chiral sugar l ‐erythrulose. © 2017 The Authors Biotechnology Progress published by Wiley Periodicals, Inc. on behalf of American Institute of Chemical Engineers Biotechnol. Prog., 34:99–106, 2018     

Structure and properties of an engineered transketolase from maize

The gene specifying plastid transketolase (TK) of maize (Zea mays) was cloned from a cDNA library by southern blotting using a heterologous probe from sorghum (Sorghum bicolor). A recombinant fusion protein comprising thioredoxin of Escherichia coli and mature TK of maize was expressed at a high level in E. coli and cleaved with thrombin, affording plastid TK. The protein in complex with thiamine pyrophoshate was crystallized, and its structure was solved by molecular replacement. The enzyme is a C2 symmetric homodimer closely similar to the enzyme from yeast (Saccharomyces cerevisiae). Each subunit is folded into three domains. The two topologically equivalent active sites are located in the subunit interface region and resemble those of the yeast enzyme.     

Essential role of residue H49 for activity of Escherichia coli 1-deoxy-D-xylulose 5-phosphate synthase, the enzyme catalyzing the first step of the 2-C-methyl-D-erythritol 4-phosphate pathway for isoprenoid Synthesis.

The first step of the 2-C-methyl-D-erythritol 4-phosphate (MEP) pathway for isoprenoid biosynthesis in plant plastids and most eubacteria is catalyzed by 1-deoxy-D-xylulose 5-phosphate synthase (DXS), a recently described transketolase-like enzyme. To identify key residues for DXS activity, we compared the amino acid sequence of Escherichia coli DXS with that of E. coli and yeast transketolase (TK). Alignment showed a previously undetected conserved region containing an invariant histidine residue that has been described to participate in proton transfer during TK catalysis. The possible role of the conserved residue in E. coli DXS (H49) was examined by site-directed mutagenesis. Replacement of this histidine residue with glutamine yielded a mutant DXS-H49Q enzyme that showed no detectable DXS activity. These findings are consistent with those obtained for yeast TK and demonstrate a key role of H49 for DXS activity.     

Molecular cloning of the L-phenylalanine transaminase gene from Paracoccus denitrificans in Escherichia coli K-12

The L-phenylalanine transaminase gene of Paracoccus denitrificans was cloned by a shotgun method using the Escherichia coli K-12 mutant DG30, which lacks three distinct transaminase genes. Plasmid pPAP142 was constructed by inserting a 2.2-kb fragment carrying the transaminase gene into pUC18. Strain E. coli K-12 HB101 cells harboring the plasmid produced 20-fold to 30-fold more transaminase than wild type P. denitrificans cells. The nucleotide sequence of the 2.2-kb fragment was determined, revealing that the deduced amino acid sequence of the transaminase of P. denitrificans is similar to that of other transaminases.     

Analysis of an avtA::Mu d1(Ap lac) mutant: metabolic role of transaminase C

Escherichia coli can synthesize alpha-ketoisovalerate, the precursor of valine, leucine, and pantothenate, by three routes: anabolically via dihydroxyacid dehydrase and catabolically via both the branched-chain amino acid transaminase (transaminase B) and the alanine-valine transaminase (transaminase C). An E. coli K-12 mutant devoid of transaminase C (avtA) was isolated by mutagenizing an isoleucine-requiring strain devoid of transaminase B (ilvE::Tn5) with Mu d1(Ap lac) and selecting for valine-requiring derivatives which were ampicillin resistant, Lac+, able to crossfeed an ilvD mutant, and unable to grow on alpha-ketoisovalerate in place of valine. Strains defective in one, two, or all three alpha-ketoisovalerate metabolic enzymes were constructed, and their properties were analyzed. The data indicated that avtA is the structural gene for transaminase C, that transaminase C is a single enzyme species, and that the sole pathway for pantothenate biosynthesis is from alpha-ketoisovalerate. The data further showed that isoelectric inhibits the transaminase B-catalyzed deamination of valine in vivo.     

以葡萄糖为唯一碳源合成聚-4-羟基丁酸的重组大肠杆菌的构建

为实现重组大肠杆菌以葡萄糖为唯一碳源合成均聚的P( 4HB) ,PCR扩增大肠杆菌编码谷氨酸:琥珀酰半缩醛转氨基酶基因(gabT) ,谷氨酸脱羧酶基因(gadA)以及富养罗尔斯通氏菌(Ralstoniaeutropha)H16的4_羟基丁酸脱氢酶基因(gadB) ,并组装到携带富养罗尔斯通氏菌(Ralstoniaeutropha)H16的PHA聚合酶基因(phaC)和克氏梭菌(Clostridiumkluyveri)中编码4_羟基丁酸:CoA转移酶基因(orfZ)的重组质粒pKESS5 3上,形成一个大的操纵元。携带重组质粒的大肠杆菌获得从三羧酸循环的中间物———α_酮戊二酸到P( 4HB)的代谢途径。结果表明,重组大肠杆菌可以以葡萄糖为唯一碳源合成均聚的P( 4HB) ,当向以葡萄糖为唯一碳源的无机培养基添加蛋白胨、酵母提取物、酪蛋白水解物时,P( 4HB)的含量可以高达菌体干重的30 %。     

Molecular cloning and sequencing of a non-haem bromoperoxidase gene from Streptomyces aureofaciens ATCC 10762.

A bromoperoxidase gene (bpoT), recently cloned from Streptomyces aureofaciens Tü24, was used as a probe in Southern blot hybridization of total DNA from S. aureofaciens ATCC 10762. A single SstI fragment of 5.4 kb was detected, which was cloned via an enriched gene library into Escherichia coli. The functional bromoperoxidase gene was located on a 2.1 kb BamHI-HindIII fragment by subcloning into S. lividans TK64, using the multicopy plasmid pIJ486. The enzyme was overproduced in S. lividans TK64 (up to 30,000 times compared to S. aureofaciens ATCC 10762) and showed the same electrophoretic and immunological properties as the bromoperoxidase BPO-A2 purified from S. aureofaciens ATCC 10762. DNA sequence analysis revealed an open reading frame encoding a predicted polypeptide with the same M(r) and N-terminal amino acid sequence as the purified subunit of BPO-A2.     

中国九省（区）农民超重肥胖的变化趋势及人口经济因素的影响

目的：分析1991—2015年我国18~64岁成年农民超重肥胖的变化趋势,并探讨人口经济因素对其的影响。方法：利用“中国健康与营养调查”1991—2015年间9轮队列研究的基本信息、社会经济因素和体格测量数据,选择18~64岁职业为“农民、渔民或猎人（以下简称农民）”的成年人作为研究对象。采用《中国成人超重和肥胖症预防控制指南》中的体质指数（BMI）切点值判定肥胖程度。应用多因素Logistic模型分析人口经济因素对肥胖发生危险性的影响。结果：1991—2015年间,我国农民超重和肥胖率均呈逐渐上升趋势,超重率从11.42%上升至35.80%,肥胖率从1.37%上升至13.92%。多因素Logistics分析结果显示,女性超重肥胖危险性高于男性。随着年龄的增加,农民超重肥胖危险性明显增加,35~49岁、50~64岁年龄组肥胖危险性高于18~34岁年龄组。北方及中部地区农民超重肥胖危险性高于南方地区。高收入水平的农民超重肥胖危险性高于低收入水平的农民。高中及以上文化程度的农民超重肥胖危险性高于小学及以下组。结论：性别、年龄、收入水平、地理位置是农民超重肥胖的重要影响因素。建议根据分布特征,将优质资源集中到中部、北方地区,并加强对中老年人进行营养知识和健康生活方式的宣教。同时也要关注高收入地区及男性农民的超重肥胖问题。     

Non-linear kinetic modelling of reversible bioconversions: Application to the transaminase catalyzed synthesis of chiral amino-alcohols

This work describes the establishment of a full kinetic model, including values of apparent kinetic parameters, for the whole cell E. coli mediated synthesis of the chiral amino-alcohol (2S,3R)-2-amino-1,3,4-butanetriol (ABT), using (S)-(−)-α-methylbenzylamine (MBA) as amino donor. The whole cell biocatalyst expressed the CV2025 ω-transaminase from Chromobacterium violaceum. Establishment of the most suitable reaction mechanism and determination of the complete forward and reverse kinetic parameter values for the reversible bioconversion where obtained using a hybrid methodology. This combined traditional initial rate experiments to identify a solution in the vicinity of the global minimum, with nonlinear regression methods to determine the exact location of the solution. The systematic procedure included selection and statistical evaluation of different kinetic models that best described the measured reaction rates and which ultimately provided new insights into the reaction mechanism; in particular the possible formation of a dead end complex between the amino donor and the cofactor enzyme complex. The hybrid methodology was combined with a microscale experimental platform, to significantly reduce both the number of experiments required as well as the time and material required for full kinetic parameter estimation. The equilibrium constant was determined to be 849, and the forward and reverse rate constants were found to be 97 and 13 min⁻¹, respectively, which greatly favoured the asymmetric synthesis of chiral ABT. Using the established kinetic model, the asymmetric synthesis of ABT was simulated, and excellent agreement was found between the experimental and predicted data over a range of reaction conditions. A sensitivity analysis combined with various simulations suggested the crucial bottleneck of the reaction was the second half reaction of the ping pong bi–bi mechanism, in part due to the low Michaelis constant of substrate l-erythrulose (ERY). The toxicity of MBA towards the transaminase was identified as another major bottleneck. The kinetic model was useful to give early insights into the most appropriate bioconversion conditions, which can improve the rate and yield of ABT formation, as well as minimizing the toxicity and inhibition effects of the substrates and products. The systematic methodology developed here is considered to be generic and useful in regard to speeding up bioconversion process design and optimization.     

Influence of donor substrate on kinetic parameters of thiamine diphosphate binding to transketolase

The two-step mechanism of interaction of thiamine diphosphate (ThDP) with transketolase (TK) has been studied: TK + ThDP <--> TK...ThDP <--> TK*-ThDP. The scheme involves the formation of inactive intermediate complex TK...ThDP followed by its transformation into catalytically active holoenzyme, TK*-ThDP. The dissociation and kinetic constants for individual stages of this process have been determined. The values of forward and backward rate constants change in the presence of the donor substrate hydroxypyruvate. This finally leads to an increase in the overall affinity of the coenzyme to TK.     

Comparison of the Escherichia coli umu+-encoded function with plasmid R46-mediated error-prone repair in DNA-damaged cells

Escherichia coli strain TK701 umu+ was more resistant than strain TK702 umu when tested against bleomycin (BLM), cis-platinum(II) diamminodichloride (PDD), ultraviolet light and methyl methanesulphonate (MMS), which produce single-strand DNA damage. However, the umu mutant was no more sensitive to mitomycin C (MTC) or proflavine (PF), which cause double-strand DNA binding. Strain TK702 umu was nonmutable by any of the agents, whereas mutations were induced in the wild-type strain by PDD, UV, MMS and MTC. The E. coli umu+ function therefore mimics plasmid R46-mediated error-prone repair in protecting only against single-strand DNA damage, whilst enhancing mutagenesis by both single- and double-strand damaging agents. Comparison of plasmid R46-mediated protection and mutagenesis in umu+ and umu strains indicated that the plasmid confers a greater error-prone DNA-repair activity in the mutant. Results are discussed in terms of analogy between host umu+ and plasmid muc+ functions.