Stepwise genetic modification for efficient expression of heterologous proteins in Aspergillus nidulans.

Filamentous fungi are widely used in food fermentation and therapeutic protein production due to their prominent protein secretion and post-translational modification system. Aspergillus nidulans is an important model strain of filamentous fungi, but not a fully developed cell factory for heterologous protein expression. One of the limitations is its relatively low capacity of protein secretion. To alleviate this limitation, in this study, the protein secretory pathway and mycelium morphology were stepwise modified. With eGFP as a reporter protein, protein secretion was significantly enhanced through reducing the degradation of heterologous proteins by endoplasmic reticulum-associated protein degradation (ERAD) and vacuoles in the secretory pathway. Elimination of mycelial aggregation resulted in a 1.5-fold and 1.3-fold increase in secretory expression of eGFP in typical constitutive and inducible expression systems, respectively. Combined with these modifications, high secretory expression of human interleukin-6 (HuIL-6) was achieved. Consequently, a higher yield of secretory HuIL-6 was realized by further disruption of extracellular proteases. Overall, a superior chassis cell of A. nidulans suitable for efficient secretory expression of heterologous proteins was successfully obtained, providing a promising platform for biosynthesis using filamentous fungi as hosts. KEY POINTS: • Elimination of mycelial aggregation and decreasing the degradation of heterologous protein are effective strategies for improving the heterologous protein expression. • The work provides a high-performance chassis host △agsB-derA for heterologous protein secretory expression. • Human interleukin-6 (HuIL-6) was expressed efficiently in the high-performance chassis host △agsB-derA.

Development of a base editor for protein evolution via in situ mutation in vivo.

Protein evolution has significantly enhanced the development of life science. However, it is difficult to achieve in vitro evolution of some special proteins because of difficulties with heterologous expression, purification, and function detection. To achieve protein evolution via in situ mutation in vivo, we developed a base editor by fusing nCas with a cytidine deaminase in Bacillus subtilis through genome integration. The base editor introduced a cytidine-to-thymidine mutation of approximately 100% across a 5 nt editable window, which was much higher than those of other base editors. The editable window was expanded to 8 nt by extending the length of sgRNA, and conversion efficiency could be regulated by changing culture conditions, which was suitable for constructing a mutant protein library efficiently in vivo. As proof-of-concept, the Sec-translocase complex and bacitracin-resistance-related protein BceB were successfully evolved in vivo using the base editor. A Sec mutant with 3.6-fold translocation efficiency and the BceB mutants with different sensitivity to bacitracin were obtained. As the construction of the base editor does not rely on any additional or host-dependent factors, such base editors (BEs) may be readily constructed and applicable to a wide range of bacteria for protein evolution via in situ mutation.

Development of an auto-inducible expression system by nitrogen sources switching based on the nitrogen catabolite repression regulation.

BACKGROUND: The construction of protein expression systems is mainly focused on carbon catabolite repression and quorum-sensing systems. However, each of these regulatory modes has an inherent flaw, which is difficult to overcome. Organisms also prioritize using different nitrogen sources, which is called nitrogen catabolite repression. To date, few gene regulatory systems based on nitrogen catabolite repression have been reported. RESULTS: In this study, we constructed a nitrogen switching auto-inducible expression system (NSAES) based on nitrogen catabolite regulation and nitrogen utilization in Aspergillus nidulans. The PniaD promoter that is highly induced by nitrate and inhibition by ammonia was used as the promoter. Glucuronidase was the reporter protein. Glucuronidase expression occurred after ammonium was consumed in an ammonium and nitrate compounding medium, achieving stage auto-switching for cell growth and gene expression. This system maintained a balance between cell growth and protein production to maximize stress products. Expressions of glycosylated and secretory proteins were successfully achieved using this auto-inducible system. CONCLUSIONS: We described an efficient auto-inducible protein expression system based on nitrogen catabolite regulation. The system could be useful for protein production in the laboratory and industrial applications. Simultaneously, NSAES provides a new auto-inducible expression regulation mode for other filamentous fungi.

Exploration of key residues and conformational change of anti-terminator protein GlpP for ligand and RNA binding.

Anti-terminator protein GlpP regulates gene expression of glycerol uptake operon at post-transcriptional level in a number of bacteria. By now, the molecular dynamics details of ligand and RNA binding by GlpP are still obscure. In this study, we employed the molecular dynamic (MD) simulation and constructed a functional verification platform of GlpP to resolve these puzzles. By combining molecular docking, MD simulation and alanine scanning mutagenesis, a ligand binding pocket consisting of R14, R104 and R157 was identified. Among these residues with positive charge, R14 was dominant for binding glycerol-3-phosphate (G3P). Moreover, the "parallel to crossed" conformational change of the predicted RNA binding region was observed in MD simulation. In this process, the interaction between R104 and E129 was crucial to trigger the conformational change. To further verify this speculation, three ligand independent mutants were obtained by error-prone PCR. The MD simulation indicated that the conformational change happened in all the three mutants, confirming the "parallel to crossed" conformational change endowed GlpP the activity of binding RNA. In recent years, as a potable biological part, anti-terminator was more and more widely used to regulate gene expression in metabolic engineering and synthetic biology. The work in this study deepened our understanding to the typical anti-terminator GlpP, contributing to the further engineering and application of this type of regulator.

Characterization and rational modification of aspartate 4-decarboxylase from Acinetobacter radioresistens for the production of l-alanine.

Enzymatic synthesis of l-alanine has the advantages of less byproducts, strong stereoselectivity, and high catalytic efficiency. Aspartate 4-decarboxylase (ASD) is used industrially in DL-aspartic acid resolution and l-alanine production because it catalyzes the decarboxylation of l-aspartic acid. In this study, the ASD gene from Acinetobacter radioresistens (ArASD) was cloned, and its enzymatic properties were analyzed. ArASD is a dodecamer and has the highest enzyme activity ever reported to date. The optimal conditions for ArASD catalysis are 50°C and pH 4.5. Site-directed mutagenesis was used to improve ArASD stability under acidic conditions to compensate for its weak acid resistance, and the variant N35D with higher catalytic ability was obtained. The conversion by N35 recombinant cells of l-aspartic acid to l-alanine was 92.5% at pH 4.5% and 99.9% at pH 6.0, whereas that of the wild-type recombinant cells was 29.7% and 31.4%, respectively. Aspartase from Escherichia coli (AspA) was employed with ArASD to construct a dual-enzyme system that catalyzes fumaric acid to l-alanine, and the conversion reached 97.1% using recombinant cells harboring the dual-enzyme system. This study explored the enzymatic properties of ArASD and an effective strategy for the acidic resistance modification of ASD. Moreover, the strain expressing the ArASD variant and AspA engineered in this study has great potential application for the l-alanine production industry, especially in the case of high optical purity requirements.

Surface engineering of a Pantoea agglomerans-derived phenylalanine aminomutase for the improvement of (S)-ß-phenylalanine biosynthesis.

A Pantoea agglomerans-derived phenylalanine aminomutase (PaPAM) was engineered to improve the biocatalytic synthesis of (S)-ß-phenylalanine, which is an important precursor of pharmaceuticals and peptidomimetics. A semi-rational design strategy based on a combination of surface-amino-acid engineering and the amino acid preference of the thermozyme was applied to counteract the enzyme trade-off between improving its activity and stability. The surface glycine, lysine and serine of PaPAM were mutated to alanine, arginine and alanine, respectively. A K340R mutant was screened with a 2.23-fold increased activity and 2.12-fold improved half-life at 50 °C over those of the wild-type PaPAM. These improvements resulted from the more stable enzymatic conformation as well as the more rigid inner loop in K340R. When tested in a whole-cell biocatalytic reaction, the (S)-ß-phenylalanine volumetric productivity of K340R reached 0.47 g/L·h (1.4-fold greater than that of the wild-type PaPAM), and the conversion rate was improved by 17% compared to that of the wild-type PaPAM. The enzymatic properties of K340R and the resulting (S)-ß-phenylalanine production are among the highest reported, and the results indicate that the described strategy is potent for engineering enzymatic stability and activity of PAM.

Improvement of the acid resistance, catalytic efficiency, and thermostability of nattokinase by multisite-directed mutagenesis.

Nattokinase (NK) is a serine protease of the subtilisin family; as a potent fibrinolytic enzyme, it is potentially useful for thrombosis therapy. For NK to be applied as an oral medicine for the treatment of cardiovascular diseases, it must overcome the extremely acidic environments of the gastrointestinal tract despite its limited acidic stability. In this study, three strategies were adopted to improve the acid resistance of NK: (a) Surface charge engineering, (b) sequence alignment, and (c) mutation based on the literature. Eleven variants were constructed and four single-point mutations were screened out for their distinctive catalytic properties: Q59E increased the specific activity; S78T improved the acid stability; Y217K enhanced the acid and thermal stabilities; and N218D improved the thermostability. Based on these observations, multipoint variants were constructed and characterized, and one variant with better acid stability, catalytic efficiency, and thermostability was obtained. Molecular dynamics simulation was carried out to clarify the molecular mechanism of the increased stability of S78T and Y217K mutants under acidic conditions. This study explored effective strategies to engineer acid resistance of NK; moreover, the NK variants with better catalytic properties found in this study have potential applications for the medical industry.

Development of a novel strategy for robust synthetic bacterial promoters based on a stepwise evolution targeting the spacer region of the core promoter in Bacillus subtilis.

BACKGROUND: Promoter evolution by synthetic promoter library (SPL) is a powerful approach to development of functional synthetic promoters to synthetic biology. However, it requires much tedious and time-consuming screenings because of the plethora of different variants in SPL. Actually, a large proportion of mutants in the SPL are significantly lower in strength, which contributes only to fabrication of a promoter library with a continuum of strength. Thus, to effectively obtain the evolved synthetic promoter exhibiting higher strength, it is essential to develop novel strategies to construct mutant library targeting the pivotal region rather than the arbitrary region of the template promoter. In this study, a strategy termed stepwise evolution targeting the spacer of core promoter (SETarSCoP) was established in Bacillus subtilis to effectively evolve the strength of bacterial promoter. RESULTS: The native promoter, PsrfA, from B. subtilis, which exhibits higher strength than the strong promoter P43, was set as the parental template. According to the comparison of conservation of the spacer sequences between - 35 box and - 10 box among a set of strong and weak native promoter, it revealed that 7-bp sequence immediately upstream of the - 10 box featured in the regulation of promoter strength. Based on the conservative feature, two rounds of consecutive evolution were performed targeting the hot region of PsrfA. In the first round, a primary promoter mutation library (pPML) was constructed by mutagenesis targeting the 3-bp sequence immediately upstream of the - 10 box of the PsrfA. Subsequently, four evolved mutants from pPML were selected to construction of four secondary promoter mutation libraries (sPMLs) based on mutagenesis of the 4-bp sequence upstream of the first-round target. After the consecutive two-step evolution, the mutant PBH4 was identified and verified to be a highly evolved synthetic promoter. The strength of PBH4 was higher than PsrfA by approximately 3 times. Moreover, PBH4 also exhibited broad suitability for different cargo proteins, such as ß-glucuronidase and nattokinase. The proof-of-principle test showed that SETarSCoP successfully evolved both constitutive and inducible promoters. CONCLUSION: Comparing with the commonly used SPL strategy, SETarSCoP facilitates the evolution process to obtain strength-evolved synthetic bacterial promoter through fabrication and screening of small-scale mutation libraries. This strategy will be a promising method to evolve diverse bacterial promoters to expand the toolbox for synthetic biology.

Exploitation of Bacillus subtilis as a robust workhorse for production of heterologous proteins and beyond.

Bacillus subtilis, belonging to the type species of Bacillus, is a type of soil-derived, low %G+C, endospore-forming Gram-positive bacterium. After the discovery of B. subtilis 168 that displayed natural competence, this bacterium has been intensively considered to be an ideal model organism and a robust host to study several basic mechanisms, such as metabolism, gene regulation, bacterial differentiation, and application for industrial purposes, such as heterologous protein expression and the overproduction of an array of bioactive molecules. Since the first report of heterologous overproduction of recombinant proteins in this strain, the bulk production of a multitude of valuable enzymes, especially industrial enzymes, has been performed on a relatively large scale. Since B. subtilis can non-specifically secrete recombinant proteins using various signal peptides, it has tremendous advantages over Gram-negative bacterial hosts. Along with the report of the complete genome sequence of B. subtilis, a number of genetic tools, including diverse types of plasmids, bacterial promoters, regulatory elements, and signal peptides, have been developed and characterized. These novel genetic elements tremendously accelerated genetic engineering in B. subtilis recombinant systems. In addition, with the development of several complex gene expression systems, B. subtilis has performed a number of more complex functions. This ability enables it to be a substantial chassis in synthetic biology rather than just a workhorse for the overproduction of recombinant proteins. In this review, we review the progress in the development of B. subtilis as a universal platform to overproduce heterologous diverse high-value enzymes. This progress has occurred from the development of biological parts, including the characterization and utilization of native promoters, the fabrication of synthetic promoters and regulatory elements, and the assembly and optimization of genetic systems. Some important industrial enzymes that have been produced in large quantities in this host are also summarized in this review. Furthermore, the ability of B. subtilis to serve as a cellular tool was also briefly recapitulated and reviewed.

Engineering an inducible gene expression system for Bacillus subtilis from a strong constitutive promoter and a theophylline-activated synthetic riboswitch.

BACKGROUND: Synthetic riboswitches have been increasingly used to control and tune gene expression in diverse organisms. Although a set of theophylline-responsive riboswitches have been developed for bacteria, fully functional expression elements mediated by synthetic riboswitches in Bacillus subtilis are rarely used because of the host-dependent compatibility between the promoters and riboswitches. RESULTS: A novel genetic element composed of the promoter P43 and a theophylline-riboswitch was developed and characterized in B. subtilis. When combined with a P43 promoter (P43'-riboE1), the theophylline-riboswitch successfully switched the constitutive expression pattern of P43 to an induced pattern. The expression mediated by the novel element could be activated at the translational level by theophylline with a relatively high induction ratio. The induction ratios for P43'-riboE1 by 4-mM theophylline were elevated during the induction period. The level of induced expression was dependent on the theophylline dose. Correspondingly, the induction ratios gradually increased in parallel with the elevated dose of theophylline. Importantly, the induced expression level was higher than three other strong constitutive promoters including PsrfA, PaprE, and the native P43. It was found that the distance between the SD sequence within the expression element and the start codon significantly influenced both the level of induced expression and the induction ratio. A 9-bp spacer was suitable for producing desirable expression level and induction ratio. Longer spacer reduced the activation efficiency. Importantly, the system successfully overexpressed ß-glucuronidase at equal levels, and induction ratio was similar to that of GFP. CONCLUSION: The constructed theophylline-inducible gene expression system has broad compatibility and robustness, which has great potential in over-production of pharmaceutical and industrial proteins and utilization in building more complex gene circuits.

C-Terminal carbohydrate-binding module 9_2 fused to the N-terminus of GH11 xylanase from Aspergillus niger.

OBJECTIVE: The 9_2 carbohydrate-binding module (C2) locates natively at the C-terminus of the GH10 thermophilic xylanase from Thermotoga marimita. When fused to the C-terminus, C2 improved thermostability of a GH11 xylanase (Xyn) from Aspergillus niger. However, a question is whether the C-terminal C2 would have a thermostabilizing effect when fused to the N-terminus of a catalytic module. RESULTS: A chimeric enzyme, C2-Xyn, was created by step-extension PCR, cloned in pET21a(+), and expressed in E. coli BL21(DE3). The C2-Xyn exhibited a 2 °C higher optimal temperature, a 2.8-fold longer thermostability, and a 4.5-fold higher catalytic efficiency on beechwood xylan than the Xyn. The C2-Xyn exhibited a similar affinity for binding to beechwood xylan and a higher affinity for oat-spelt xylan than Xyn. CONCLUSION: C2 is a thermostabilizing carbohydrate-binding module and provides a model of fusion at an enzymatic terminus inconsistent with the modular natural terminal location.

Structure-oriented engineering of nitrile hydratase: Reshaping of substrate access tunnel and binding pocket for efficient synthesis of cinnamamide.

Cinnamamide and its derivatives are the most common and important building blocks widely present in natural products. Currently, nitrile hydratase (NHase, EC 4.2.1.84) has been widely used in large-scale industrial production of nicotinamide and acrylamide, while its catalytic activity is extremely low or inactive for bulky nitrile substrates such as cinnamonitrile. Therefore, beneficial variant ßF37P/L48P/F51N were obtained from PtNHase of Pseudonocardia thermophila JCM3095 by reshaping of substrate access tunnel and binding pocket, which exhibited 14.88-fold improved catalytic efficiency compared to the wild-type PtNHase. Structure analysis, molecular dynamics simulations and dynamical cross-correlation matrix (DCCM) analysis revealed that the introduced mutations enlarged the substrate access tunnel and binding pocket, enhanced overall anti-correlated movements of enzymes, which would promote product release during the dynamic process of catalysis. In a hydration process, the complete conversion of 5 mM cinnamonitrile was achieved by ßF37P/L48P/F51N in a 50 mL reaction, with cinnamamide yield of almost 100 % and productivity of 0.736 g L-1 h-1. The study demonstrates the co-evolution of substrate access tunnel and binding pocket is an effective strategy, and provides a valuable reference for future research. Furthermore, NHases have huge potential for catalyzing bulky nitriles to form corresponding amides in large-scale industrial production.

Precise redesign for improving enzyme robustness based on coevolutionary analysis and multidimensional virtual screening.

Natural enzymes are able to function effectively under optimal physiological conditions, but the intrinsic performance often fails to meet the demands of industrial production. Existing strategies are based mainly on the evaluation and subsequent combination of single-point mutations; however, this approach often suffers from a limited number of designable residues and from low accuracy. Here, we propose a strategy (Co-MdVS) based on coevolutionary analysis and multidimensional virtual screening for precise design to improve enzyme robustness, employing nattokinase as a model. Using this strategy, we efficiently screened 8 dual mutants with enhanced thermostability from a virtual mutation library containing 7980 mutants. After further iterative combination, the optimal mutant M6 exhibited a 31-fold increase in half-life at 55 °C, significantly enhanced acid resistance, and improved catalytic efficiency with different substrates. Molecular dynamics simulations indicated that the reduced flexibility of thermal and acid-sensitive regions resulted in a significantly increased robustness of M6. Furthermore, the potential of multidimensional virtual screening in enhancing design precision has been validated on l-rhamnose isomerase and PETase. Therefore, the Co-MdVS strategy introduced in this research may offer a viable approach for developing enzymes with enhanced robustness.

Multi-method analysis revealed the mechanism of substrate selectivity in NHase: A gatekeeper residue at the activity center.

Recognizing the critical need to elucidate the molecular determinants of this selectivity offers a pathway to engineer enzymes with broader and more versatile catalytic capabilities. Through integrated methods including phylogenetic analysis, molecular docking, and structural analysis, we identified a pivotal amino acid residue, αTrp116, linking the substrate binding pocket and the active site of a NHase from Pseudonocardia thermophila JCM 3095 (PtNHase). This residue acts as a crucial determinant of substrate specificity within the NHase enzyme. The mutant αW116R modified the substrate specificity of PtNHase, significantly enhancing its catalytic efficiency towards aromatic substrates. The catalytic activity for aromatic compounds such as 3-Cyanopyridine was 14-fold that of the wild-type, whereas its activity for aliphatic substrates diminished to one-sixth. MD simulations revealed that replacing αTrp116 with Arg allowed aromatic nitrile substrates to achieve more favorable conformations within the active site. Based on the mutant αW116R, we further constructed a combinatorial variant Pt-4, tailored for aromatic substrates, which exhibited an enzyme activity 50 times that of the wild-type. These results highlight the critical influence of amino acid residues in the enzyme's active site on substrate specificity and offer fresh perspectives and approaches for the evolution of enzymes.

A New-Generation Base Editor with an Expanded Editing Window for Microbial Cell Evolution In Vivo Based on CRISPR‒Cas12b Engineering.

Base editors (BEs) are widely used as revolutionary genome manipulation tools for cell evolution. To screen the targeted individuals, it is often necessary to expand the editing window to ensure highly diverse variant library. However, current BEs suffer from a limited editing window of 5-6 bases, corresponding to only 2-3 amino acids. Here, by engineering the CRISPR‒Cas12b, the study develops dCas12b-based CRISPRi system, which can efficiently repress gene expression by blocking the initiation and elongation of gene transcription. Further, based on dCas12b, a new-generation of BEs with an expanded editing window is established, covering the entire protospacer or more. The expanded editing window results from the smaller steric hindrance compared with other Cas proteins. The universality of the new BE is successfully validated in Bacillus subtilis and Escherichia coli. As a proof of concept, a spectinomycin-resistant E. coli strain (BL21) and a 6.49-fold increased protein secretion efficiency in E. coli JM109 are successfully obtained by using the new BE. The study, by tremendously expanding the editing window of BEs, increased the capacity of the variant library exponentially, greatly increasing the screening efficiency for microbial cell evolution.

Production of D -tagatose, bioethanol, and microbial protein from the dairy industry by-product whey powder using an integrated bioprocess.

We designed and constructed a green and sustainable bioprocess to efficiently coproduce D -tagatose, bioethanol, and microbial protein from whey powder. First, a one-pot biosynthesis process involving lactose hydrolysis and D -galactose redox reactions for D -tagatose production was established in vitro via a three-enzyme cascade. Second, a nicotinamide adenine dinucleotide phosphate-dependent galactitol dehydrogenase mutant, D36A/I37R, based on the nicotinamide adenine dinucleotide-dependent polyol dehydrogenase from Paracoccus denitrificans was created through rational design and screening. Moreover, an NADPH recycling module was created in the oxidoreductive pathway, and the tagatose yield increased by 3.35-fold compared with that achieved through the pathway without the cofactor cycle. The reaction process was accelerated using an enzyme assembly with a glycine-serine linker, and the tagatose production rate was 9.28-fold higher than the initial yield. Finally, Saccharomyces cerevisiae was introduced into the reaction solution, and 266.5 g of D -tagatose, 162.6 g of bioethanol, and 215.4 g of dry yeast (including 38% protein) were obtained from 1 kg of whey powder (including 810 g lactose). This study provides a promising sustainable process for functional food (D -tagatose) production. Moreover, this process fully utilized whey powder, demonstrating good atom economy.

Engineering hyperthermophilic pullulanase to efficiently utilize corn starch for production of maltooligosaccharides and glucose.

Pullulanase is a starch-debranching enzyme that hydrolyzes side chain of starch, oligosaccharides and pullulan. Nevertheless, the limited activities of pullulanases constrain their practical application. Herein, the hyperthermophilic type II pullulanase from Pyrococcus yayanosii CH1 (PulPY2) was evolved by synergistically engineering the substrate-binding pocket and active-site lids. The resulting mutant PulPY2-M2 exhibited 5-fold improvement in catalytic efficiency (kcat/Km) compared to that of PulPY2. PulPY2-M2 was utilized to develop a one-pot reaction system for efficient production of maltooligosaccharides. The maltooligosaccharides conversion rate of PulPY2-M2 reached 96.1%, which was increased by 5.4% compared to that of PulPY2. Furthermore, when employed for glucose production, the glucose productivity of PulPY2-M2 was 25.4% and 43.5% higher than that of PulPY2 and the traditional method, respectively. These significant improvements in maltooligosaccharides and glucose production and the efficient utilization of corn starch demonstrated the potential of the engineered PulPY2-M2 in starch sugar industry.

Simultaneously improving the activity and thermostability of hyperthermophillic pullulanase by modifying the active-site tunnel and surface lysine.

Pullulanases are important starch-debranching enzymes that mainly hydrolyze the α-1,6-glycosidic linkages in pullulan, starch, and oligosaccharides. Nevertheless, their practical applications are constrained because of their poor activity and low thermostability. Moreover, the trade-off between activity and thermostability makes it challenging to simultaneously improve them. In this study, an engineered pullulanase was developed through reshaping the active-site tunnel and engineering the surface lysine residues using the pullulanase from Pyrococcus yayanosii CH1 (PulPY2). The specific activity of the engineered pullulanase was increased 3.1-fold, and thermostability was enhanced 1.8-fold. Moreover, the engineered pullulanase exhibited 11.4-fold improvement in catalytic efficiency (kcat/Km). Molecular dynamics simulations demonstrated an anti-correlated movement around the entrance of active-site tunnel and stronger interactions between the surface residues in the engineered pullulanase, which would be beneficial to the activity and thermostability improvement, respectively. The strategies used in this study and dynamic evidence for insight into enzyme performance improvement may provide guidance for the activity and thermostability engineering of other enzymes.

Counteraction of stability-activity trade-off of Nattokinase through flexible region shifting.

The widespread trade-off between stability and activity severely limits enzyme evolution. Although some progresses have been made to overcome this limitation, the counteraction mechanism for enzyme stability-activity trade-off remains obscure. Here, we clarified the counteraction mechanism of the Nattokinase stability-activity trade-off. A combinatorial mutant M4 was obtained by multi-strategy engineering, exhibiting a 20.7-fold improved half-life; meanwhile, the catalytic efficiency was doubled. Molecular dynamics simulation revealed that an obvious flexible region shifting in the structure of mutant M4 was occurred. The flexible region shifting which contributed to maintain the global structural flexibility, was considered to be the key factor for counteracting the stability-activity trade-off. Further analysis illustrated that the flexible region shifting was driven by region dynamical networks reshaping. This work provided deep insight into the counteraction mechanism of enzyme stability-activity trade-off, suggesting that flexible region shifting would be an effective strategy for enzyme evolution through computational protein engineering.

Discovery and Engineering of a Novel Bacterial L-Aspartate α-Decarboxylase for Efficient Bioconversion.

L-aspartate α-decarboxylase (ADC) is a pyruvoyl-dependent decarboxylase that catalyzes the conversion of L-aspartate to ß-alanine in the pantothenate pathway. The enzyme has been extensively used in the biosynthesis of ß-alanine and D-pantothenic acid. However, the broad application of ADCs is hindered by low specific activity. To address this issue, we explored 412 sequences and discovered a novel ADC from Corynebacterium jeikeium (CjADC). CjADC exhibited specific activity of 10.7 U/mg and Km of 3.6 mM, which were better than the commonly used ADC from Bacillus subtilis. CjADC was then engineered leveraging structure-guided evolution and generated a mutant, C26V/I88M/Y90F/R3V. The specific activity of the mutant is 28.8 U/mg, which is the highest among the unknown ADCs. Furthermore, the mutant displayed lower Km than the wild-type enzyme. Moreover, we revealed that the introduced mutations increased the structural stability of the mutant by promoting the frequency of hydrogen-bond formation and creating a more hydrophobic region around the active center, thereby facilitating the binding of L-aspartate to the active center and stabilizing the substrate orientation. Finally, the whole-cell bioconversion showed that C26V/I88M/Y90F/R3V completely transformed 1-molar L-aspartate in 12 h and produced 88.6 g/L ß-alanine. Our study not only identified a high-performance ADC but also established a research framework for rapidly screening novel enzymes using a protein database.