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1.
Molecules ; 28(9)2023 Apr 26.
Artigo em Inglês | MEDLINE | ID: mdl-37175158

RESUMO

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.


Assuntos
Agmatina , Rhizobium , Animais , Histamina/metabolismo , Especificidade por Substrato , Rhizobium/metabolismo , Agmatina/análise , Aminas Biogênicas/análise , Qualidade dos Alimentos , Engenharia de Proteínas
2.
Biotechnol Bioeng ; 119(8): 2076-2087, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35451061

RESUMO

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).


Assuntos
Celulase , Substituição de Aminoácidos , Celulase/genética , Celulase/metabolismo , Códon , Evolução Molecular Direcionada/métodos , Biblioteca Gênica , Mutagênese
3.
Biol Chem ; 401(11): 1249-1255, 2020 10 25.
Artigo em Inglês | MEDLINE | ID: mdl-32549121

RESUMO

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.


Assuntos
Proteínas de Bactérias/metabolismo , Citrobacter/metabolismo , Sistema Enzimático do Citocromo P-450/metabolismo , Mononucleotídeo de Flavina/metabolismo , Heme/metabolismo , Proteínas de Bactérias/genética , Citrobacter/genética , Sistema Enzimático do Citocromo P-450/genética , Eucaliptol/metabolismo , Mononucleotídeo de Flavina/genética , Heme/genética , Hidroxilação , Proteínas Recombinantes de Fusão/genética , Proteínas Recombinantes de Fusão/metabolismo
4.
Int J Mol Sci ; 21(6)2020 Mar 14.
Artigo em Inglês | MEDLINE | ID: mdl-32183336

RESUMO

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.


Assuntos
Bacillus subtilis/genética , Ácidos Graxos/metabolismo , Engenharia de Proteínas/métodos , Esterol Esterase/genética , Aminoácidos/genética , Bacillus subtilis/enzimologia , Bacillus subtilis/metabolismo , Sítios de Ligação , Biblioteca Gênica , Hidrólise , Simulação de Acoplamento Molecular , Simulação de Dinâmica Molecular , Mutagênese Sítio-Dirigida , Conformação Proteica , Deleção de Sequência/genética , Esterol Esterase/metabolismo , Especificidade por Substrato/genética
5.
Chembiochem ; 20(11): 1458-1466, 2019 06 03.
Artigo em Inglês | MEDLINE | ID: mdl-30702209

RESUMO

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 ).


Assuntos
Proteínas Fúngicas/química , Lacase/química , Sordariales/metabolismo , Clonagem Molecular , Evolução Molecular Direcionada/métodos , Escherichia coli/genética , Concentração de Íons de Hidrogênio , Cinética , Simulação de Acoplamento Molecular/métodos , Oxirredução , Pirogalol/análogos & derivados , Pirogalol/química , Saccharomyces cerevisiae/genética
6.
Biotechnol Bioeng ; 115(5): 1106-1115, 2018 05.
Artigo em Inglês | MEDLINE | ID: mdl-29288579

RESUMO

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.


Assuntos
Acetilglucosamina/metabolismo , Arilsulfotransferase/genética , Arilsulfotransferase/metabolismo , Desulfitobacterium/enzimologia , Evolução Molecular Direcionada/métodos , Testes Genéticos , Mutagênese
7.
Appl Microbiol Biotechnol ; 102(22): 9607-9620, 2018 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-30141080

RESUMO

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).


Assuntos
6-Fitase/química , 6-Fitase/genética , Proteínas de Bactérias/química , Proteínas de Bactérias/genética , Yersinia/enzimologia , 6-Fitase/metabolismo , Proteínas de Bactérias/metabolismo , Evolução Molecular Direcionada , Estabilidade Enzimática , Concentração de Íons de Hidrogênio , Cinética , Yersinia/química , Yersinia/genética
8.
Bioconjug Chem ; 27(6): 1484-92, 2016 06 15.
Artigo em Inglês | MEDLINE | ID: mdl-27182715

RESUMO

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.


Assuntos
Ensaios Enzimáticos/métodos , Enzimas Imobilizadas/química , Enzimas Imobilizadas/metabolismo , Sequência de Aminoácidos , Corantes Fluorescentes/química , Glucose 1-Desidrogenase/química , Glucose 1-Desidrogenase/metabolismo , Peptídeos/química , Peptídeos/metabolismo , Peptidil Transferases/química , Peptidil Transferases/metabolismo , Staphylococcus aureus/enzimologia
9.
Appl Microbiol Biotechnol ; 99(12): 5237-46, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25947243

RESUMO

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).


Assuntos
Ampirona/metabolismo , Bacillus/enzimologia , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Esterases/genética , Esterases/metabolismo , Bacillus/química , Bacillus/genética , Proteínas de Bactérias/química , Evolução Molecular Direcionada , Estabilidade Enzimática , Esterases/química , Cinética
10.
Appl Microbiol Biotechnol ; 98(12): 5775-85, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-24802079

RESUMO

Chemoenzymatic cellulose degradation is one of the key steps for the production of biomass-based fuels under mild conditions. An effective cellulose degradation process requires diverse physico-chemical dissolution of the biomass prior to enzymatic degradation. In recent years, "green" solvents, such as ionic liquids and, more recently, deep eutectic liquids, have been proposed as suitable alternatives for biomass dissolution by homogenous catalysis. In this manuscript, a directed evolution campaign of an ionic liquid tolerant ß-1,4-endoglucanase (CelA2) was performed in order to increase its performance in the presence of choline chloride/glycerol (ChCl:Gly) or 1-butyl-3-methylimidazolium chloride ([BMIM]Cl), as a first step to identify residues which govern ionic strength resistance and obtaining insights for employing cellulases on the long run in homogenous catalysis of lignocellulose degradation. After mutant library screening, variant M4 (His288Phe, Ser300Arg) was identified, showing a dramatically reduced activity in potassium phosphate buffer and an increased activity in the presence of ChCl:Gly or [BMIM]Cl. Further characterization showed that the CelA2 variant M4 is activated in the presence of these solvents, representing a first report of an engineered enzyme with an ionic strength activity switch. Structural analysis revealed that Arg300 could be a key residue for the ionic strength activation through a salt bridge with the neighboring Asp287. Experimental and computational results suggest that the salt bridge Asp287-Arg300 generates a nearly inactive CelA2 variant and activity is regained when ChCl:Gly or [BMIM]Cl are supplemented (~5-fold increase from 0.64 to 3.37 µM 4-MU/h with the addition ChCl:Gly and ~23-fold increase from 3.84 to 89.21 µM 4-pNP/h with the addition of [BMIM]Cl). Molecular dynamic simulations further suggest that the salt bridge between Asp287 and Arg300 in variant M4 (His288Phe, Ser300Arg) modulates the observed salt activation.


Assuntos
Celulase/genética , Celulase/metabolismo , Ativadores de Enzimas/metabolismo , Líquidos Iônicos/metabolismo , Solventes/metabolismo , Evolução Molecular Direcionada , Ativadores de Enzimas/química
11.
Biol Chem ; 394(1): 79-87, 2013 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-23096572

RESUMO

Mild bleaching conditions by in situ production of hydrogen peroxide or peroxycarboxylic acid is attractive for pulp, textile, and cosmetics industries. The enzymatic generation of chemical oxidants is often limited by enzyme stability. The subtilisin Carlsberg variant T58A/L216W/M221 is a promiscuous protease that was improved in producing peroxycarboxylic acids. In the current article, we identified two amino acid positions (Trp216 and Met221) that are important for the oxidative resistance of subtilisin Carlsberg T58A/L216W/M221. Site-saturation mutagenesis at positions Trp216 and Met221, which are located close to the active site, resulted in variants M4 (T58/W216M/M221) and M6 (T58A/W216L/M221C). Variants M4 (T58/W216M/M221) and M6 (T58A/W216L/M221C) have a 2.6-fold (M4) and 1.5-fold (M6) increased oxidative resistance and 1.4-fold increased kcat values for peroxycarboxylic acid formation, compared with wild-type subtilisin Carlsberg.


Assuntos
Estresse Oxidativo , Engenharia de Proteínas , Subtilisinas/genética , Subtilisinas/metabolismo , Ácidos Carboxílicos/química , Ácidos Carboxílicos/metabolismo , Cinética , Modelos Moleculares , Estrutura Molecular , Mutagênese Sítio-Dirigida , Subtilisinas/química , Subtilisinas/isolamento & purificação
12.
Biotechnol Bioeng ; 110(3): 711-20, 2013 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-23097081

RESUMO

Bacillus gibsonii Alkaline Protease (BgAP) is a recently reported subtilisin protease exhibiting activity and stability properties suitable for applications in laundry and dish washing detergents. However, BgAP suffers from a significant decrease of activity at low temperatures. In order to increase BgAP activity at 15°C, a directed evolution campaign based on the SeSaM random mutagenesis method was performed. An optimized microtiter plate expression system in B. subtilis was established and classical proteolytic detection methods were adapted for high throughput screening. In parallel, the libraries were screened for increased residual proteolytic activity after incubation at 58°C. Three iterative rounds of directed BgAP evolution yielded a set of BgAP variants with increased specific activity (K(cat)) at 15°C and increased thermal resistance. Recombination of both sets of amino acid substitutions resulted finally in variant MF1 with a 1.5-fold increased specific activity (15°C) and over 100 times prolonged half-life at 60°C (224 min compared to 2 min of the WT BgAP). None of the introduced amino acid substitutions were close to the active site of BgAP. Activity-altering amino acid substitutions were from non-charged to non-charged or from sterically demanding to less demanding. Thermal stability improvements were achieved by substitutions to negatively charged amino acids in loop areas of the BgAP surface which probably fostered ionic and hydrogen bonds interactions.


Assuntos
Bacillus/enzimologia , Bacillus/genética , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Evolução Molecular Direcionada , Endopeptidases/genética , Endopeptidases/metabolismo , Substituição de Aminoácidos , Proteínas de Bactérias/química , Endopeptidases/química , Estabilidade Enzimática , Cinética , Mutagênese , Estabilidade Proteica , Temperatura
13.
Appl Microbiol Biotechnol ; 97(15): 6793-802, 2013 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-23179617

RESUMO

In proteins, a posttranslational deamidation process converts asparagine (Asn) and glutamine (Gln) residues into negatively charged aspartic (Asp) and glutamic acid (Glu), respectively. This process changes the protein net charge affecting enzyme activity, pH optimum, and stability. Understanding the principles which affect these enzyme properties would be valuable for protein engineering in general. In this work, three criteria for selecting amino acid substitutions of the deamidation type in the Bacillus gibsonii alkaline protease (BgAP) are proposed and systematically studied in their influence on pH-dependent activity and thermal resistance. Out of 113 possible surface amino acids, 18 (11 Asn and 7 Gln) residues of BgAP were selected and evaluated based on three proposed criteria: (1) The Asn or Gln residues should not be conserved, (2) should be surface exposed, and (3) neighbored by glycine. "Deamidation" in five (N97, N253, Q37, Q200, and Q256) out of eight (N97, N154, N250, N253, Q37, Q107, Q200, and Q256) amino acids meeting all criteria resulted in increased proteolytic activity. In addition, pH activity profiles of the variants N253D and Q256E and the combined variant N253DQ256E were dramatically shifted towards higher activity at lower pH (range of 8.5-10). Variant N253DQ256E showed twice the specific activity of wild-type BgAP and its thermal resistance increased by 2.4 °C at pH 8.5. These property changes suggest that mimicking surface deamidation by substituting Gln by Glu and/or Asn by Asp might be a simple and fast protein reengineering approach for modulating enzyme properties such as activity, pH optimum, and thermal resistance.


Assuntos
Bacillus/enzimologia , Engenharia de Proteínas , Subtilisinas/genética , Concentração de Íons de Hidrogênio , Mutagênese Sítio-Dirigida , Subtilisinas/química , Propriedades de Superfície
14.
Biol Res ; 46(4): 395-405, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24510142

RESUMO

Enzymes have been long used in man-made biochemical processes, from brewing and fermentation to current industrial production of fine chemicals. The ever-growing demand for enzymes in increasingly specific applications requires tailoring naturally occurring enzymes to the non-natural conditions found in industrial processes. Relationships between enzyme sequence, structure and activity are far from understood, thus hindering the capacity to design tailored biocatalysts. In the field of protein engineering, directed enzyme evolution is a powerful algorithm to generate and identify novel and improved enzymes through iterative rounds of mutagenesis and screening applying a specific evolutive pressure. In practice, critical checkpoints in directed evolution are: selection of the starting point, generation of the mutant library, development of the screening assay and analysis of the output of the screening campaign. Each step in directed evolution can be performed using conceptually and technically different approaches, all having inherent advantages and challenges. In this article, we present and discuss in a general overview, challenges of designing and performing a directed enzyme evolution campaign, current advances in methods, as well as highlighting some examples of its applications in industrially relevant enzymes.


Assuntos
Biotecnologia/métodos , Evolução Molecular Direcionada/métodos , Enzimas/metabolismo , Engenharia de Proteínas/métodos , Biocatálise , Enzimas/química , Enzimas/genética , Mutagênese
15.
Int J Biol Macromol ; 242(Pt 3): 125075, 2023 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-37230450

RESUMO

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.


Assuntos
Enzimas Imobilizadas , Engenharia de Proteínas , Biocatálise , Enzimas Imobilizadas/química , Engenharia de Proteínas/métodos , Lipase/química , Solventes/química
16.
Appl Microbiol Biotechnol ; 94(2): 487-93, 2012 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-22395911

RESUMO

Bacillus subtilis strains are used for extracellular expression of enzymes (i.e., proteases, lipases, and cellulases) which are often engineered by directed evolution for industrial applications. B. subtilis DB104 represents an attractive directed evolution host since it has a low proteolytic activity and efficient secretion. B. subtilis DB104 is hampered like many other Bacillus strains by insufficient transformation efficiencies (≤10(3) transformants/µg DNA). After investigating five physical and chemical transformation protocols, a novel natural competent transformation protocol was established for B. subtilis DB104 by optimizing growth conditions and histidine concentration during competence development, implementing an additional incubation step in the competence development phase and a recovery step during the transformation procedure. In addition, the influence of the amount and size of the transformed plasmid DNA on transformation efficiency was investigated. The natural competence protocol is "easy" in handling and allows for the first time to generate large libraries (1.5 × 10(5) transformants/µg plasmid DNA) in B. subtilis DB104 without requiring microgram amounts of DNA.


Assuntos
Bacillus subtilis/genética , Transformação Bacteriana , Competência de Transformação por DNA , Plasmídeos
17.
Proc Natl Acad Sci U S A ; 106(23): 9430-4, 2009 Jun 09.
Artigo em Inglês | MEDLINE | ID: mdl-19470459

RESUMO

We reported the presence in human cells of a noncoding mitochondrial RNA that contains an inverted repeat (IR) of 815 nucleotides (nt) covalently linked to the 5' end of the mitochondrial 16S RNA (16S mtrRNA). The transcript contains a stem-loop structure and is expressed in human proliferating cells but not in resting cells. Here, we demonstrate that, in addition to this transcript, normal human proliferating cells in culture express 2 antisense mitochondrial transcripts. These transcripts also contain stem-loop structures but strikingly they are down-regulated in tumor cell lines and tumor cells present in 17 different tumor types. The differential expression of these transcripts distinguishes normal from tumor cells and might contribute a unique vision on cancer biology and diagnostics.


Assuntos
Regulação Neoplásica da Expressão Gênica , Neoplasias/genética , RNA Antissenso/genética , RNA não Traduzido/genética , RNA/genética , Linhagem Celular , Linhagem Celular Tumoral , Proliferação de Células , Células Cultivadas , Humanos , Mitocôndrias/genética , Dados de Sequência Molecular , Conformação de Ácido Nucleico , RNA/química , RNA Antissenso/química , RNA Mitocondrial , RNA não Traduzido/química
18.
Enzyme Microb Technol ; 154: 109975, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-34952363

RESUMO

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.


Assuntos
5-Hidroxitriptofano , Triptofano Hidroxilase , Humanos , Serotonina , Tensoativos , Triptofano , Triptofano Hidroxilase/genética
19.
Int J Biol Macromol ; 170: 61-70, 2021 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-33358947

RESUMO

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.


Assuntos
Biocatálise , Enzimas Imobilizadas , Ensaios de Triagem em Larga Escala/métodos , Engenharia de Proteínas/métodos , Bacillus subtilis/enzimologia , Bacillus subtilis/genética , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Biblioteca Gênica , Lipase/genética , Lipase/metabolismo , Modelos Moleculares , Mutagênese , Estudo de Prova de Conceito , Conformação Proteica , Proteínas Recombinantes de Fusão/metabolismo , Dióxido de Silício , Solubilidade , Temperatura
20.
J Food Biochem ; 44(9): e13331, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32597501

RESUMO

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.


Assuntos
Carica , Polifenóis , Alginatos , Cápsulas , Preparações de Ação Retardada , Pectinas
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