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1.
Molecules ; 28(9)2023 Apr 26.
Article in English | MEDLINE | ID: mdl-37175158

ABSTRACT

Histamine is a biogenic amine found in fish-derived and fermented food products with physiological relevance since its concentration is proportional to food spoilage and health risk for sensitive consumers. There are various analytical methods for histamine quantification from food samples; however, a simple and quick enzymatic detection and quantification method is highly desirable. Histamine dehydrogenase (HDH) is a candidate for enzymatic histamine detection; however, other biogenic amines can change its activity or produce false positive results with an observed substrate inhibition at higher concentrations. In this work, we studied the effect of site saturation mutagenesis in Rhizobium sp. Histamine Dehydrogenase (Rsp HDH) in nine amino acid positions selected through structural alignment analysis, substrate docking, and proximity to the proposed histamine-binding site. The resulting libraries were screened for histamine and agmatine activity. Variants from two libraries (positions 72 and 110) showed improved histamine/agmatine activity ratio, decreased substrate inhibition, and maintained thermal resistance. In addition, activity characterization of the identified Phe72Thr and Asn110Val HDH variants showed a clear substrate inhibition curve for histamine and modified kinetic parameters. The observed maximum velocity (Vmax) increased for variant Phe72Thr at the cost of an increased value for the Michaelis-Menten constant (Km) for histamine. The increased Km value, decreased substrate inhibition, and biogenic amine interference observed for variant Phe72Thr support a tradeoff between substrate affinity and substrate inhibition in the catalytic mechanism of HDHs. Considering this tradeoff for future enzyme engineering of HDH could lead to breakthroughs in performance increases and understanding of this enzyme class.


Subject(s)
Agmatine , Rhizobium , Animals , Histamine/metabolism , Substrate Specificity , Rhizobium/metabolism , Agmatine/analysis , Biogenic Amines/analysis , Food Quality , Protein Engineering
2.
Int J Biol Macromol ; 242(Pt 3): 125075, 2023 Jul 01.
Article in English | MEDLINE | ID: mdl-37230450

ABSTRACT

Biocatalysis can improve current bioprocesses by identifying or improving enzymes that withstand harsh and unnatural operating conditions. Immobilized Biocatalyst Engineering (IBE) is a novel strategy integrating protein engineering and enzyme immobilization as a single workflow. Using IBE, it is possible to obtain immobilized biocatalysts whose soluble performance would not be selected. In this work, Bacillus subtilis lipase A (BSLA) variants obtained through IBE were characterized as soluble and immobilized biocatalysts, and how the interactions with the support affect their structure and catalytic performance were analyzed using intrinsic protein fluorescence. Variant P5G3 (Asn89Asp, Gln121Arg) showed a 2.6-fold increased residual activity after incubation at 76 °C compared to immobilized wild-type (wt) BSLA. On the other hand, variant P6C2 (Val149Ile) showed 4.4 times higher activity after incubation in 75 % isopropyl alcohol (36 °C) compared to Wt_BSLA. Furthermore, we studied the advancement of the IBE platform by performing synthesis and immobilizing the BSLA variants using a cell-free protein synthesis (CFPS) approach. The observed differences in immobilization performance, high temperature, and solvent resistance between the in vivo-produced variants and Wt_BSLA were confirmed for the in vitro synthesized enzymes. These results open the door for designing strategies integrating IBE and CFPS to generate and screen improved immobilized enzymes from genetic diversity libraries. Furthermore, it was confirmed that IBE is a platform that can be used to obtain improved biocatalysts, especially those with an unremarkable performance as soluble biocatalysts, which wouldn't be selected for immobilization and further development for specific applications.


Subject(s)
Enzymes, Immobilized , Protein Engineering , Biocatalysis , Enzymes, Immobilized/chemistry , Protein Engineering/methods , Lipase/chemistry , Solvents/chemistry
3.
Biotechnol Bioeng ; 119(8): 2076-2087, 2022 08.
Article in English | MEDLINE | ID: mdl-35451061

ABSTRACT

The combination of diversity generation methods and ultrahigh-throughput screening (uHTS) technologies is key to efficiently explore nature's sequence space and elucidate structure-function relationships of enzymes. Beneficial substitutions often cluster in a few regions and simultaneous amino acid substitutions at multiple positions (e.g., by OmniChange) will likely lead to further improved enzyme variants. An extensive screening effort is required to identify such variants, as the simultaneous randomization of four codons can easily yield over 105 potential enzyme variants. The combination of flow cytometer-based uHTS with cell-free compartmentalization technology using (w/o/w) double emulsions (InVitroFlow), provides analysis capabilities of up to 107 events per hour, thus enabling efficient screening. InVitroFlow is an elegant solution since diversity loss through a transformation of host cells is omitted and emulsion compartments provide a genotype-phenotype linkage through a fluorescence readout. In this study, a multisite saturation mutagenesis and an OmniChange library with four simultaneously saturated positions in the active site of CelA2 cellulase were screened using InVitroFlow. Screening of over 36 million events, yielded a significantly improved cellulase variant CelA2-M3 (H288F/H524Q) with an 8-fold increase in specific activity compared to the parent CelA2-H288F (83.9 U/mg) and a 41-fold increased specific activity (674.5 U/mg) compared to wildtype CelA2 (16.6 U/mg) for the substrate 4-MUC (4-methylumbelliferyl-ß d-cellobioside).


Subject(s)
Cellulase , Amino Acid Substitution , Cellulase/genetics , Cellulase/metabolism , Codon , Directed Molecular Evolution/methods , Gene Library , Mutagenesis
4.
Enzyme Microb Technol ; 154: 109975, 2022 Mar.
Article in English | MEDLINE | ID: mdl-34952363

ABSTRACT

5-hydroxytryptophan (5-HTP) is an intermediate molecule in the biosynthesis of serotonin, an important neurotransmitter, regulating a series of metabolic and psychological functions in humans. In this work, we studied the heterologous production of Human tryptophan hydroxylase (TPH1) in Escherichia coli, for the synthesis of 5-hydroxytryptophan (5-HTP) from Tryptophan (Trp). To quantify TPH1 activity, a simple fluorescence-based microtiter plate assay was established, based on the changes in fluorescence emission at 340 nm between substrate and product when excited at 310 nm, allowing quick and reliable quantification of released 5-HTP. To increase enzyme production, heterologous TPH1 production was studied in stirred tank bioreactor scale. The effect of rate of aeration (0.25, 0.50 and 0.75 vvm) and agitation (150, 250 and 500 rpm) was evaluated for biomass production, pH, volumetric oxygen transfer coefficient (kLa) and volumetric TPH1 activity. We determined that high agitation and low aeration allowed reaching the maximum measured enzyme activity. Under such conditions, we observed a 90% substrate conversion, obtaining 90 µM (~0.02 g/L) 5-HTP from a 100 µM Tryptophan substrate solution. Finally, we observed that the addition of Tween 20 (0.1%) in the culture broth under production conditions expanded the pH operation range of TPH1. Our results establish a base for a biocatalytic approach as a potential alternative process for the synthesis of 5-HTP using recombinant TPH1.


Subject(s)
5-Hydroxytryptophan , Tryptophan Hydroxylase , Humans , Serotonin , Surface-Active Agents , Tryptophan , Tryptophan Hydroxylase/genetics
5.
Int J Biol Macromol ; 170: 61-70, 2021 Feb 15.
Article in English | MEDLINE | ID: mdl-33358947

ABSTRACT

The increasing use of sustainable manufacturing technologies in the industry presents a constant challenge for the development of suitable biocatalysts. Traditionally, improved biocatalysts are developed either using protein engineering (PE) or enzyme immobilization (EI). However, these approaches are usually not simultaneously applied. In this work, we designed and validated an enzyme improvement platform, Immobilized Biocatalyst Engineering (IBE), which simultaneously integrates PE and EI, with a unique combination of improvement through amino acid substitutions and attachment to a support material, allowing to select variants that would not be found through single or subsequent PE and EI improvement strategies. Our results show that there is a significant difference on the best performing variants identified through IBE, when compared to those that could be identified as soluble enzymes and then immobilized, especially when evaluating variants with low enzyme as soluble enzymes and high activity when immobilized. IBE allows evaluating thousands of variants in a short time through an integrated screening, and selection can be made with more information, resulting in the detection of highly stable and active heterogeneous biocatalysts. This novel approach can translate into a higher probability of finding suitable biocatalysts for highly demanding processes.


Subject(s)
Biocatalysis , Enzymes, Immobilized , High-Throughput Screening Assays/methods , Protein Engineering/methods , Bacillus subtilis/enzymology , Bacillus subtilis/genetics , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Gene Library , Lipase/genetics , Lipase/metabolism , Models, Molecular , Mutagenesis , Proof of Concept Study , Protein Conformation , Recombinant Fusion Proteins/metabolism , Silicon Dioxide , Solubility , Temperature
6.
J Food Biochem ; 44(9): e13331, 2020 09.
Article in English | MEDLINE | ID: mdl-32597501

ABSTRACT

The papaya fruit (Carica papaya L.) contains a wide variety of bioactive compounds with potential applications in the food and nutraceutical industries. The entrapment and release of such bioactive compounds remain a critical step for the development of functional, stable, and cost-effective storage and delivery systems, since the interaction of polymers on capsules and the payload molecules can influence the performance of the capsule system under operational conditions. The present study describes the encapsulation of rutin and trans-ferulic acid-rich extracts from papaya exocarp in a pectin-alginate composite, evaluating the performance of gallic acid encapsulation obtained through in situ and two-step entrapment methods. The best alginate:pectin ratio for gallic acid encapsulation was 55:45 and 61:39, achieving 6.1 mg and 28.1 mg GAE/g capsules when the papaya exocarp extract was encapsulated by in situ and two-step, respectively. We also evaluated the payload release performance of the obtained capsules under in vitro conditions simulating gastrointestinal conditions. Our results indicate an increased protective effect at gastric pH and targeted release of polyphenols when in situ encapsulation is used to encapsulate the extracts. PRACTICAL APPLICATIONS: Currently, adding value to agroindustry processing waste is an important focus to achieve a more economically and environmentally sustainable food industry. The recovery of bioactive molecules such as polyphenols, for food supplements or formulation additives in the form of by-product extracts is gaining importance as novel sustainable processes in the agricultural industry. Thus, the encapsulation of such bioactive extracts for storage and consumption is an active research field, aiming to overcome the low storage stability and lability to gastric conditions, currently hindering their applications in food or pharmaceutical formulations. In this sense, capsule design and the development of efficient encapsulation methods are very important to obtain a suitable carrier and protector system for the capsulated bioactive extracts or molecules. This research aims to add value to papaya waste and potentially to other agroindustry wastes such as pectin and alginate, resulting in a polyphenol carrier with excellent encapsulation and targeted release properties under gastrointestinal conditions. In conclusion, this kind of works could allow to the application of the agroindustry byproducts to obtain high added-value products, in the form of polyphenol-loaded capsules.


Subject(s)
Carica , Polyphenols , Alginates , Capsules , Delayed-Action Preparations , Pectins
7.
Biol Chem ; 401(11): 1249-1255, 2020 10 25.
Article in English | MEDLINE | ID: mdl-32549121

ABSTRACT

Cytochrome P450s are an important group of enzymes catalyzing hydroxylation, and epoxidations reactions. In this work we describe the characterization of the CinA-CinC fusion enzyme system of a previously reported P450 using genetically fused heme (CinA) and FMN (CinC) enzyme domains from Citrobacter braaki. We observed that mixing individually inactivated heme (-) with FMN (-) domain in the CinA-10aa linker - CinC fusion constructs results in recovered activity and the formation of (2S)-2ß-hydroxy,1,8-cineole (174 µM), a similar amount when compared to the fully functional fusion protein (176 µM). We also studied the effect of the fusion linker length in the activity complementation assay. Our results suggests an intermolecular interaction between heme and FMN parts from different CinA-CinC fusion protein similar to proposed mechanisms for P450 BM3 on the other hand, linker length plays a crucial influence on the activity of the fusion constructs. However, complementation assays show that inactive constructs with shorter linker lengths have functional subunits, and that the lack of activity might be due to incorrect interaction between fused enzymes.


Subject(s)
Bacterial Proteins/metabolism , Citrobacter/metabolism , Cytochrome P-450 Enzyme System/metabolism , Flavin Mononucleotide/metabolism , Heme/metabolism , Bacterial Proteins/genetics , Citrobacter/genetics , Cytochrome P-450 Enzyme System/genetics , Eucalyptol/metabolism , Flavin Mononucleotide/genetics , Heme/genetics , Hydroxylation , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/metabolism
8.
Int J Mol Sci ; 21(6)2020 Mar 14.
Article in English | MEDLINE | ID: mdl-32183336

ABSTRACT

The continuous search for novel enzyme backbones and the engineering of already well studied enzymes for biotechnological applications has become an increasing challenge, especially by the increasing potential diversity space provided by directed enzyme evolution approaches and the demands of experimental data generated by rational design of enzymes. In this work, we propose a semi-rational mutational strategy focused on introducing diversity in structurally variable regions in enzymes. The identified sequences are subjected to a progressive deletion of two amino acids and the joining residues are subjected to saturation mutagenesis using NNK degenerate codons. This strategy offers a novel library diversity approach while simultaneously decreasing enzyme size in the variable regions. In this way, we intend to identify and reduce variable regions found in enzymes, probably resulting from neutral drift evolution, and simultaneously studying the functional effect of said regions. This strategy was applied to Bacillus. subtilis lipase A (BSLA), by selecting and deleting six variable enzyme regions (named regions 1 to 6) by the deletion of two amino acids and additionally randomizing the joining amino acid residues. After screening, no active variants were found in libraries 1% and 4%, 15% active variants were found in libraries 2% and 3%, and 25% for libraries 5 and 6 (n = 3000 per library, activity detected using tributyrin agar plates). Active variants were assessed for activity in microtiter plate assay (pNP-butyrate), thermal stability, substrate preference (pNP-butyrate, -palmitate), and compared to wildtype BSLA. From these analyses, variant P5F3 (F41L-ΔW42-ΔD43-K44P), from library 3 was identified, showing increased activity towards longer chain p-nitrophenyl fatty acid esters, when compared to BSLA. This study allowed to propose the targeted region 3 (positions 40-46) as a potential modulator for substrate specificity (fatty acid chain length) in BSLA, which can be further studied to increase its substrate spectrum and selectivity. Additionally, this variant showed a decreased thermal resistance but interestingly, higher isopropanol and Triton X-100 resistance. This deletion-randomization strategy could help to expand and explore sequence diversity, even in already well studied and characterized enzyme backbones such as BSLA. In addition, this strategy can contribute to investigate and identify important non-conserved regions in classic and novel enzymes, as well as generating novel biocatalysts with increased performance in specific processes, such as enzyme immobilization.


Subject(s)
Bacillus subtilis/genetics , Fatty Acids/metabolism , Protein Engineering/methods , Sterol Esterase/genetics , Amino Acids/genetics , Bacillus subtilis/enzymology , Bacillus subtilis/metabolism , Binding Sites , Gene Library , Hydrolysis , Molecular Docking Simulation , Molecular Dynamics Simulation , Mutagenesis, Site-Directed , Protein Conformation , Sequence Deletion/genetics , Sterol Esterase/metabolism , Substrate Specificity/genetics
9.
Chembiochem ; 20(11): 1458-1466, 2019 06 03.
Article in English | MEDLINE | ID: mdl-30702209

ABSTRACT

To date, commercial laccase preparations are used in the food, textile, and paper and pulp industries (mild pH). Laccases are attractive in the synthesis of dye molecules or oxidative lignin treatment, which take place at high pH (≥8.0). So far, one fungal laccase has been reported to be active at alkaline pH. Herein, engineering of the fungal laccase from Melanocarpus albomyces (MaL) for increased activity toward the substrate 2,6-dimethoxyphenol at pH (≥9.0) is reported. Through a knowledge-gaining directed evolution (KnowVolution) campaign, the key positions Leu365 and Leu513 were identified to increase alkaline tolerance. Both positions are located in close proximity of the T1Cu site. Molecular docking and simulations studies reveal that both substitutions act in a synergic way to stabilize and improve laccase activity at higher pH. Kinetic characterization of the final variant MaL-M1 (L365E/L513M) revealed at pH 9.8 a threefold improved kcat (kcat =(6.0±0.2) s-1 ) compared with that of wild-type M. albomyces laccase (kcat =(2.11±0.07) s-1 ).


Subject(s)
Fungal Proteins/chemistry , Laccase/chemistry , Sordariales/metabolism , Cloning, Molecular , Directed Molecular Evolution/methods , Escherichia coli/genetics , Hydrogen-Ion Concentration , Kinetics , Molecular Docking Simulation/methods , Oxidation-Reduction , Pyrogallol/analogs & derivatives , Pyrogallol/chemistry , Saccharomyces cerevisiae/genetics
10.
Appl Microbiol Biotechnol ; 102(22): 9607-9620, 2018 Nov.
Article in English | MEDLINE | ID: mdl-30141080

ABSTRACT

Phytases are phosphohydrolases that initiate the sequential hydrolysis of phosphate from phytate, which is the main storage form of phosphorous in numerous plant seeds, especially in cereals and grains. Phytate is indigestible for most monogastric animals, such as poultry, swine, fish, and humans; therefore, microbial phytases have been widely used in plant (specially soy)-based animal feeding to improve nutrition by enhanced phosphorus, mineral, and trace element absorption, and reducing phosphorus pollution by animal waste. Most phytases used as animal feed additives have an acid pH optimum (pH 2.5 and 5.5 for Aspergillus and pH 4.5 for E. coli phytases) and show a sharp decrease in performance at neutral pH, correlating with intestinal digestion. Directed evolution of phytases has been previously reported to improve enzyme thermostability, pH, or specific activity. In this manuscript, we report a directed evolution campaign of the highly active bacterial phytase from Yersinia mollaretii (YmPh) towards a broadened pH activity spectrum. Directed evolution identified the key positions T44 and K45 for increased YmPh activity at neutral pH. Both positions are located in the active site loop of the phytase and have a synergistic effect on activity with a broadened pH spectrum. Kinetic characterization of the improved variants, YmPh-M10 and -M16, showed up to sevenfold increased specific activity and up to 2.2-fold reduced Khalf at pH 6.6 under screening conditions compared to Yersinia mollaretii phytase wild type (YmPhWT).


Subject(s)
6-Phytase/chemistry , 6-Phytase/genetics , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Yersinia/enzymology , 6-Phytase/metabolism , Bacterial Proteins/metabolism , Directed Molecular Evolution , Enzyme Stability , Hydrogen-Ion Concentration , Kinetics , Yersinia/chemistry , Yersinia/genetics
11.
Biotechnol Adv ; 36(5): 1470-1480, 2018.
Article in English | MEDLINE | ID: mdl-29894813

ABSTRACT

Enzyme immobilization often achieves reusable biocatalysts with improved operational stability and solvent resistance. However, these modifications are generally associated with a decrease in activity or detrimental modifications in catalytic properties. On the other hand, protein engineering aims to generate enzymes with increased performance at specific conditions by means of genetic manipulation, directed evolution and rational design. However, the achieved biocatalysts are generally generated as soluble enzymes, -thus not reusable- and their performance under real operational conditions is uncertain. Combined protein engineering and enzyme immobilization approaches have been employed as parallel or consecutive strategies for improving an enzyme of interest. Recent reports show efforts on simultaneously improving both enzymatic and immobilization components through genetic modification of enzymes and optimizing binding chemistry for site-specific and oriented immobilization. Nonetheless, enzyme engineering and immobilization are usually performed as separate workflows to achieve improved biocatalysts. In this review, we summarize and discuss recent research aiming to integrate enzyme immobilization and protein engineering and propose strategies to further converge protein engineering and enzyme immobilization efforts into a novel "immobilized biocatalyst engineering" research field. We believe that through the integration of both enzyme engineering and enzyme immobilization strategies, novel biocatalysts can be obtained, not only as the sum of independently improved intrinsic and operational properties of enzymes, but ultimately tailored specifically for increased performance as immobilized biocatalysts, potentially paving the way for a qualitative jump in the development of efficient, stable biocatalysts with greater real-world potential in challenging bioprocess applications.


Subject(s)
Biotechnology , Enzymes, Immobilized , Protein Engineering , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Biocatalysis , Enzymes, Immobilized/chemistry , Enzymes, Immobilized/genetics , Enzymes, Immobilized/metabolism , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , Recombinant Proteins/metabolism
12.
Biotechnol Bioeng ; 115(5): 1106-1115, 2018 05.
Article in English | MEDLINE | ID: mdl-29288579

ABSTRACT

Bacterial aryl sulfotransferases (AST) utilize p-nitrophenylsulfate (pNPS) as a phenolic donor to sulfurylate typically a phenolic acceptor. Interest in aryl sulfotransferases is growing because of their broad variety of acceptors and cost-effective sulfuryl-donors. For instance, aryl sulfotransferase A (ASTA) from Desulfitobacterium hafniense was recently reported to sulfurylate d-glucose. In this study, a directed evolution protocol was developed and validated for aryl sulfotransferase B (ASTB). Thereby the well-known pNPS quantification system was advanced to operate efficiently as a continuous screening system in 96-well MTP format with a true coefficient of variation of 14.3%. A random mutagenesis library (SeSaM library) of ASTB was screened (1,760 clones) to improve sulfurylation of the carbohydrate building block N-acetylglucosamine (GlcNAc). The beneficial variant ASTB-V1 (Val579Asp) showed an up to 3.4-fold increased specific activity toward GlcNAc when compared to ASTB-WT. HPLC- and MS-analysis confirmed ASTB-V1's increased GlcNAc monosulfurylation (2.4-fold increased product formation) representing the validation of the first successful directed evolution round of an AST for a saccharide substrate.


Subject(s)
Acetylglucosamine/metabolism , Arylsulfotransferase/genetics , Arylsulfotransferase/metabolism , Desulfitobacterium/enzymology , Directed Molecular Evolution/methods , Genetic Testing , Mutagenesis
13.
Protein Eng Des Sel ; 30(2): 119-127, 2017 Feb.
Article in English | MEDLINE | ID: mdl-28007937

ABSTRACT

Directed evolution is a powerful method to optimize enzyme properties for application demands. Interesting targets are P450 monooxygenases which catalyze the stereo- and regiospecific hydroxylation of chemically inert C-H bonds. Synthesis employing P450s under cell-free reaction conditions is limited by low total turnover numbers, enzyme instability, low product yields and the requirement of the expensive co-factor NADPH. Bioelectrocatalysis is an alternative to replace NADPH in cell-free P450-catalyzed reactions. However, natural enzymes are often not suitable for using non-natural electron delivery systems. Here we report the directed evolution of a previously engineered P450 CinA-10aa-CinC fusion protein (named P450cin-ADD-CinC) to use zinc/cobalt(III)sepulchrate as electron delivery system for an increased hydroxylation activity of 1,8-cineole. Two rounds of Sequence Saturation Mutagenesis (SeSaM) each followed by one round of multiple site-saturation mutagenesis of the P450 CinA-10aa-CinC fusion protein generated a variant (Gln385His, Val386Ser, Thr77Asn, Leu88Arg; named KB8) with a 3.8-fold increase in catalytic efficiency (28 µM-1 min-1) compared to P450cin-ADD-CinC (7 µM-1 min-1). Furthermore, variant KB8 exhibited a 1.5-fold higher product formation (500 µM µM-1 P450) compared to the equimolar mixture of CinA, CinC and Fpr using NADPH as co-factor (315 µM µM-1 P450). In addition, electrochemical experiments with the electron delivery system platinum/cobalt(III)sepulchrate showed that the KB8 variant had a 4-fold higher product formation rate (0.16 nmol (nmol) P450-1 min-1 cm-2) than the P450cin-ADD-CinC (0.04 nmol (nmol) P450-1 min-1 cm-2). In summary, the current work shows prospects of using directed evolution to generate P450 enzymes suitable for use with alternative electron delivery systems.


Subject(s)
Cytochrome P-450 Enzyme System/genetics , Cytochrome P-450 Enzyme System/metabolism , Directed Molecular Evolution/methods , Biocatalysis , Cyclohexanols/metabolism , Cytochrome P-450 Enzyme System/chemistry , Electrochemistry , Electron Transport , Eucalyptol , Hydrolysis , Kinetics , Models, Molecular , Monoterpenes/metabolism , Mutagenesis , Mutation , NADP/metabolism , Protein Conformation
14.
Bioconjug Chem ; 27(6): 1484-92, 2016 06 15.
Article in English | MEDLINE | ID: mdl-27182715

ABSTRACT

Enzymes able to ligate biomolecules are emerging tools to generate site-specific bioconjugates. In this study we present a detection and screening method for bioconjugating enzymes which overcomes limitations of analytical methods such as HPLC or MS. These techniques are experimentally demanding and often limited in sensitivity and throughput compared to enzymatic assays. The principle of this Reporter Immobilization Assay (REIA) is the ligation of a reporter enzyme to a peptide carrying an affinity handle, which can be utilized for its isolation. The REIA system exhibits a high sensitivity with a linear range down to 1 µg/mL (55 nM), a variation coefficient of 6.5%, and can be performed cost-efficiently in 96-well microtiter plate format. The application of this assay allowed the characterization of a thiol transpeptidase sortase from S. aureus which is an important drug target and a biotechnological tool for ligation and modification of proteins. Thereby, yet-undetectable promiscuous activity of sortase could be detected, e.g., the acceptance of alanine as nucleophile. In addition, we were able to provide evidence that the REIA is suitable for high throughput screening of enzyme libraries using crude cellular extract with a throughput of 600 samples per hour.


Subject(s)
Enzyme Assays/methods , Enzymes, Immobilized/chemistry , Enzymes, Immobilized/metabolism , Amino Acid Sequence , Fluorescent Dyes/chemistry , Glucose 1-Dehydrogenase/chemistry , Glucose 1-Dehydrogenase/metabolism , Peptides/chemistry , Peptides/metabolism , Peptidyl Transferases/chemistry , Peptidyl Transferases/metabolism , Staphylococcus aureus/enzymology
15.
Sci Rep ; 6: 26128, 2016 05 17.
Article in English | MEDLINE | ID: mdl-27184298

ABSTRACT

Ultrahigh throughput screening (uHTS) plays an essential role in directed evolution for tailoring biocatalysts for industrial applications. Flow cytometry-based uHTS provides an efficient coverage of the generated protein sequence space by analysis of up to 10(7) events per hour. Cell-free enzyme production overcomes the challenge of diversity loss during the transformation of mutant libraries into expression hosts, enables directed evolution of toxic enzymes, and holds the promise to efficiently design enzymes of human or animal origin. The developed uHTS cell-free compartmentalization platform (InVitroFlow) is the first report in which a flow cytometry-based screened system has been combined with compartmentalized cell-free expression for directed cellulase enzyme evolution. InVitroFlow was validated by screening of a random cellulase mutant library employing a novel screening system (based on the substrate fluorescein-di-ß-D-cellobioside), and yielded significantly improved cellulase variants (e.g. CelA2-H288F-M1 (N273D/H288F/N468S) with 13.3-fold increased specific activity (220.60 U/mg) compared to CelA2 wildtype: 16.57 U/mg).


Subject(s)
Cellulase/genetics , Cellulase/metabolism , Directed Molecular Evolution/methods , Flow Cytometry/methods , High-Throughput Screening Assays , Cell-Free System , Clostridium cellulovorans/enzymology , Clostridium cellulovorans/genetics , Escherichia coli/genetics
16.
Chem Commun (Camb) ; 51(98): 17483, 2015 Dec 21.
Article in English | MEDLINE | ID: mdl-26577061

ABSTRACT

Correction for 'A flow cytometer-based whole cell screening toolbox for directed hydrolase evolution through fluorescent hydrogels' by Nina Lülsdorf et al., Chem. Commun., 2015, 51, 8679-8682.

17.
Appl Microbiol Biotechnol ; 99(12): 5237-46, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25947243

ABSTRACT

Esterases hydrolyze ester bonds with an often high stereoselectivity as well as regioselectivity and are therefore industrially employed in the synthesis of pharmaceuticals, in food processing, and in laundry detergents. Continuous screening systems based on p-nitrophenyl- (e.g., p-nitrophenyl acetate) or umbelliferyl-esters are commonly used in directed esterase evolution campaigns. Ongoing challenges in directed esterase evolution are screening formats which offer a broad substrate spectrum, especially for complex aromatic substrates. In this report, a novel continuous high throughput screening system for indirect monitoring of esterolytic activity was developed and validated by detection of phenols employing phenyl benzoate as substrate and p-nitrobenzyl esterase (pNBEBL from Bacillus licheniformis) as catalyst. The released phenol directly reacts with 4-aminoantipyrine yielding the red compound 1,5-dimethyl-4-(4-oxo-cyclohexa-2,5-dienylidenamino)-2-phenyl-1,2-dihydro-pyrazol-3-one. In this continuous B. licheniformis esterase activity detection system (cBLE-4AAP), the product formation is followed through an increase in absorbance at 509 nm. The cBLE-4AAP screening system was optimized in 96-well microtiter plate format in respect to standard deviation (5 %), linear detection range (15 to 250 µM), lower detection limit (15 µM), and pH (7.4 to 10.4). The cBLE-4AAP screening system was validated by screening a random epPCR pNBEBL mutagenesis library (2000 clones) for improved esterase activity at elevated temperatures. Finally, the variant T3 (Ser378Pro) was identified which nearly retains its specific activity at room temperature (WT 1036 U/mg and T3 929 U/mg) and shows compared to WT a 4.7-fold improved residual activity after thermal treatment (30 min incubation at 69.4 °C; WT 170 U/mg to T3 804 U/mg).


Subject(s)
Ampyrone/metabolism , Bacillus/enzymology , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Esterases/genetics , Esterases/metabolism , Bacillus/chemistry , Bacillus/genetics , Bacterial Proteins/chemistry , Directed Molecular Evolution , Enzyme Stability , Esterases/chemistry , Kinetics
18.
Chem Commun (Camb) ; 51(41): 8679-82, 2015 May 21.
Article in English | MEDLINE | ID: mdl-25907453

ABSTRACT

A high throughput whole cell flow cytometer screening toolbox was developed and validated by identifying improved variants (1.3-7-fold) for three hydrolases (esterase, lipase, cellulase). The screening principle is based on coupled enzymatic reaction using glucose derivatives which yield upon hydrolysis a fluorescent-hydrogel-layer on the surface of E. coli cells.


Subject(s)
Escherichia coli/cytology , Flow Cytometry , Fluorescent Dyes/metabolism , Hydrogels/metabolism , Hydrolases/metabolism , Escherichia coli/metabolism , Fluorescent Dyes/chemical synthesis , Fluorescent Dyes/chemistry , Hydrogels/chemical synthesis , Hydrogels/chemistry , Hydrolysis
19.
Chem Biol ; 21(12): 1733-42, 2014 Dec 18.
Article in English | MEDLINE | ID: mdl-25525992

ABSTRACT

Screening throughput is a key in directed evolution experiments and enzyme discovery. Here, we describe a high-throughput screening platform based on a coupled reaction of glucose oxidase and a hydrolase (Yersinia mollaretii phytase [YmPh]). The coupled reaction produces hydroxyl radicals through Fenton's reaction, acting as initiator of poly(ethyleneglycol)-acrylate-based polymerization incorporating a fluorescent monomer. As a consequence, a fluorescent hydrogel is formed around Escherichia coli cells expressing active YmPh. We achieve five times enrichment of active cell population through flow cytometry analysis and sorting of mixed populations. Finally, we validate the performance of the fluorescent polymer shell (fur-shell) technology by directed phytase evolution that yielded improved variants starting from a library containing 10(7) phytase variants. Thus, fur-shell technology represents a rapid and nonlaborious way of identifying the most active variants from vast populations, as well as a platform for generation of polymer-hybrid cells for biobased interactive materials.


Subject(s)
6-Phytase/metabolism , Flow Cytometry/methods , Fluorescent Dyes/chemistry , Glucose Oxidase/metabolism , Hydrogel, Polyethylene Glycol Dimethacrylate/chemistry , Rhodamines/chemistry , 6-Phytase/chemistry , 6-Phytase/genetics , Gene Library , Models, Molecular , Molecular Conformation , Polyethylene Glycols/chemistry , Polymerization , Yersinia/enzymology
20.
Biotechniques ; 57(1): 13-20, 2014 Jul.
Article in English | MEDLINE | ID: mdl-25005689

ABSTRACT

Fusion protein construction is a widely employed biochemical technique, especially when it comes to multi-component enzymes such as cytochrome P450s. Here we describe a novel method for generating fusion proteins with variable linker lengths, protein fusion with variable linker insertion (P-LinK), which was validated by fusing P450cin monooxygenase (CinA) to the flavodoxin shuttle protein (CinC). CinC was fused to the C terminus of CinA through a series of 16 amino acid linkers of different lengths in a single experiment employing 3 PCR amplifications. Screening for 2-ß-hydroxy-1,8-cineole production by CinA-CinC fusion proteins revealed that enzymatically active variants possessed linker lengths of more than 5 amino acids, reaching optimum enzyme activity at a linker length of 10 amino acids. Our P-LinK method not only minimizes experimental effort and significantly reduces time demands but also requires only a single cloning and transformation step in order to generate multiple linker variants (1 to 16 amino acids long), making the approach technically simple and robust.


Subject(s)
Cytochrome P-450 Enzyme System/genetics , Protein Engineering/methods , Recombinant Fusion Proteins/chemistry , Recombinant Fusion Proteins/genetics , Amino Acid Sequence , Cytochrome P-450 Enzyme System/metabolism , Escherichia coli/genetics , Gene Library , Molecular Sequence Data , Polymerase Chain Reaction/methods , Recombinant Fusion Proteins/metabolism
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