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1.
Proc Natl Acad Sci U S A ; 117(44): 27307-27318, 2020 11 03.
Artigo em Inglês | MEDLINE | ID: mdl-33067389

RESUMO

We report a systematic combinatorial exploration of affinity enhancement of antibodies by insertions and deletions (InDels). Transposon-based introduction of InDels via the method TRIAD (transposition-based random insertion and deletion mutagenesis) was used to generate large libraries with random in-frame InDels across the entire single-chain variable fragment gene that were further recombined and screened by ribosome display. Knowledge of potential insertion points from TRIAD libraries formed the basis of exploration of length and sequence diversity of novel insertions by insertional-scanning mutagenesis (InScaM). An overall 256-fold affinity improvement of an anti-IL-13 antibody BAK1 as a result of InDel mutagenesis and combination with known point mutations validates this approach, and suggests that the results of this InDel mutagenesis and conventional exploration of point mutations can synergize to generate antibodies with higher affinity.


Assuntos
Anticorpos/genética , Afinidade de Anticorpos/genética , Engenharia Genética/métodos , Afinidade de Anticorpos/imunologia , Evolução Molecular , Humanos , Mutação INDEL/genética , Região Variável de Imunoglobulina/genética , Mutagênese , Mutagênese Insercional/métodos , Deleção de Sequência
2.
PLoS Genet ; 12(10): e1006305, 2016 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-27716796

RESUMO

The extent to which an emerging new function trades off with the original function is a key characteristic of the dynamics of enzyme evolution. Various cases of laboratory evolution have unveiled a characteristic trend; a large increase in a new, promiscuous activity is often accompanied by only a mild reduction of the native, original activity. A model that associates weak trade-offs with "evolvability" was put forward, which proposed that enzymes possess mutational robustness in the native activity and plasticity in promiscuous activities. This would enable the acquisition of a new function without compromising the original one, reducing the benefit of early gene duplication and therefore the selection pressure thereon. Yet, to date, no experimental study has examined this hypothesis directly. Here, we investigate the causes of weak trade-offs by systematically characterizing adaptive mutations that occurred in two cases of evolutionary transitions in enzyme function: (1) from phosphotriesterase to arylesterase, and (2) from atrazine chlorohydrolase to melamine deaminase. Mutational analyses in various genetic backgrounds revealed that, in contrast to the prevailing model, the native activity is less robust to mutations than the promiscuous activity. For example, in phosphotriesterase, the deleterious effect of individual mutations on the native phosphotriesterase activity is much larger than their positive effect on the promiscuous arylesterase activity. Our observations suggest a revision of the established model: weak trade-offs are not caused by an intrinsic robustness of the native activity and plasticity of the promiscuous activity. We propose that upon strong adaptive pressure for the new activity without selection against the original one, selected mutations will lead to the largest possible increases in the new function, but whether and to what extent they decrease the old function is irrelevant, creating a bias towards initially weak trade-offs and the emergence of generalist enzymes.


Assuntos
Enzimas/genética , Evolução Molecular , Substituição de Aminoácidos/genética , Aminoidrolases/química , Aminoidrolases/genética , Hidrolases de Éster Carboxílico/química , Hidrolases de Éster Carboxílico/genética , Enzimas/química , Aptidão Genética , Hidrolases/química , Hidrolases/genética , Modelos Genéticos , Hidrolases de Triester Fosfórico/química , Hidrolases de Triester Fosfórico/genética , Mutação Puntual , Seleção Genética , Deleção de Sequência
3.
Proc Natl Acad Sci U S A ; 113(47): E7383-E7389, 2016 11 22.
Artigo em Inglês | MEDLINE | ID: mdl-27821774

RESUMO

Ultrahigh-throughput screening, in which members of enzyme libraries compartmentalized in water-in-oil emulsion droplets are assayed, has emerged as a powerful format for directed evolution and functional metagenomics but is currently limited to fluorescence readouts. Here we describe a highly efficient microfluidic absorbance-activated droplet sorter (AADS) that extends the range of assays amenable to this approach. Using this module, microdroplets can be sorted based on absorbance readout at rates of up to 300 droplets per second (i.e., >1 million droplets per hour). To validate this device, we implemented a miniaturized coupled assay for NAD+-dependent amino acid dehydrogenases. The detection limit (10 µM in a coupled assay producing a formazan dye) enables accurate kinetic readouts sensitive enough to detect a minimum of 1,300 turnovers per enzyme molecule, expressed in a single cell, and released by lysis within a droplet. Sorting experiments showed that the AADS successfully enriched active variants up to 2,800-fold from an overwhelming majority of inactive ones at ∼100 Hz. To demonstrate the utility of this module for protein engineering, two rounds of directed evolution were performed to improve the activity of phenylalanine dehydrogenase toward its native substrate. Fourteen hits showed increased activity (improved >4.5-fold in lysate; kcat increased >2.7-fold), soluble protein expression levels (up 60%), and thermostability (Tm, 12 °C higher). The AADS module makes the most widely used optical detection format amenable to screens of unprecedented size, paving the way for the implementation of chromogenic assays in droplet microfluidics workflows.


Assuntos
Evolução Molecular Direcionada/métodos , Microfluídica/instrumentação , Aminoácido Oxirredutases/metabolismo , Cinética , Miniaturização , Engenharia de Proteínas , Especificidade por Substrato
4.
ACS Catal ; 13(15): 10232-10243, 2023 Aug 04.
Artigo em Inglês | MEDLINE | ID: mdl-37560191

RESUMO

Enzyme discovery and directed evolution are the two major contemporary approaches for the improvement of industrial processes by biocatalysis in various fields. Customization of catalysts for improvement of single enzyme reactions or de novo reaction development is often complex and tedious. The success of screening campaigns relies on the fraction of sequence space that can be sampled, whether for evolving a particular enzyme or screening metagenomes. Ultrahigh-throughput screening (uHTS) based on in vitro compartmentalization in water-in-oil emulsion of picoliter droplets generated in microfluidic systems allows screening rates >1 kHz (or >107 per day). Screening for carbohydrate-active enzymes (CAZymes) catalyzing biotechnologically valuable reactions in this format presents an additional challenge because the released carbohydrates are difficult to monitor in high throughput. Activated substrates with large optically active hydrophobic leaving groups provide a generic optical readout, but the molecular recognition properties of sugars will be altered by the incorporation of such fluoro- or chromophores and their typically higher reactivity, as leaving groups with lowered pKa values compared to native substrates make the observation of promiscuous reactions more likely. To overcome these issues, we designed microdroplet assays in which optically inactive carbohydrate products are made visible by specific cascades: the primary reaction of an unlabeled substrate leads to an optical signal downstream. Successfully implementing such assays at the picoliter droplet scale allowed us to detect glucose, xylose, glucuronic acid, and arabinose as final products of complex oligosaccharide degradation by glycoside hydrolases by absorbance measurements. Enabling the use of uHTS for screening CAZyme reactions that have been thus far elusive will chart a route toward faster and easier development of specific and efficient biocatalysts for biovalorization, directing enzyme discovery by challenging catalysts for reaction with natural rather than model substrates.

5.
Nat Commun ; 12(1): 3616, 2021 06 14.
Artigo em Inglês | MEDLINE | ID: mdl-34127663

RESUMO

Protein dynamics are often invoked in explanations of enzyme catalysis, but their design has proven elusive. Here we track the role of dynamics in evolution, starting from the evolvable and thermostable ancestral protein AncHLD-RLuc which catalyses both dehalogenase and luciferase reactions. Insertion-deletion (InDel) backbone mutagenesis of AncHLD-RLuc challenged the scaffold dynamics. Screening for both activities reveals InDel mutations localized in three distinct regions that lead to altered protein dynamics (based on crystallographic B-factors, hydrogen exchange, and molecular dynamics simulations). An anisotropic network model highlights the importance of the conformational flexibility of a loop-helix fragment of Renilla luciferases for ligand binding. Transplantation of this dynamic fragment leads to lower product inhibition and highly stable glow-type bioluminescence. The success of our approach suggests that a strategy comprising (i) constructing a stable and evolvable template, (ii) mapping functional regions by backbone mutagenesis, and (iii) transplantation of dynamic features, can lead to functionally innovative proteins.


Assuntos
Luciferases/química , Luciferases/genética , Luciferases/metabolismo , Simulação de Dinâmica Molecular , Engenharia de Proteínas , Animais , Sítios de Ligação , Catálise , Estabilidade Enzimática , Cinética , Luciferases de Renilla/química , Luciferases de Renilla/genética , Luciferases de Renilla/metabolismo , Mamíferos , Camundongos , Mutagênese , Mutação , Células NIH 3T3 , Conformação Proteica , Temperatura
6.
Appl Environ Microbiol ; 76(8): 2684-7, 2010 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-20173074

RESUMO

Here, we report the use of Yarrowia lipolytica as a versatile expression host for developing protein engineering approaches to modify the properties of Candida antarctica lipase B. A reliable screening protocol was defined and validated using a saturation mutagenesis library, yielding mutants displaying higher catalytic efficiencies than the wild-type enzyme.


Assuntos
Expressão Gênica , Engenharia Genética/métodos , Vetores Genéticos , Lipase/genética , Lipase/metabolismo , Mutação , Yarrowia/genética , Proteínas Fúngicas
7.
Nat Commun ; 11(1): 3469, 2020 07 10.
Artigo em Inglês | MEDLINE | ID: mdl-32651386

RESUMO

Insertions and deletions (InDels) are frequently observed in natural protein evolution, yet their potential remains untapped in laboratory evolution. Here we introduce a transposon-based mutagenesis approach (TRIAD) to generate libraries of random variants with short in-frame InDels, and screen TRIAD libraries to evolve a promiscuous arylesterase activity in a phosphotriesterase. The evolution exhibits features that differ from previous point mutagenesis campaigns: while the average activity of TRIAD variants is more compromised, a larger proportion has successfully adapted for the activity. Different functional profiles emerge: (i) both strong and weak trade-off between activities are observed; (ii) trade-off is more severe (20- to 35-fold increased kcat/KM in arylesterase with 60-400-fold decreases in phosphotriesterase activity) and (iii) improvements are present in kcat rather than just in KM, suggesting adaptive solutions. These distinct features make TRIAD an alternative to widely used point mutagenesis, accessing functional innovations and traversing unexplored fitness landscape regions.


Assuntos
Mutação INDEL/genética , Evolução Molecular , Humanos , Mutagênese/genética , Mutagênese/fisiologia , Hidrolases de Triester Fosfórico/genética , Hidrolases de Triester Fosfórico/metabolismo , Biologia Sintética/métodos
8.
Protein Eng Des Sel ; 21(4): 267-74, 2008 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-18287177

RESUMO

The in vitro MutaGen procedure is a new random mutagenesis method based on the use of low-fidelity DNA polymerases. In the present study, this technique was applied on a 2 kb gene encoding amylosucrase, an attractive enzyme for the industrial synthesis of amylose-like polymers. Mutations were first introduced during a single replicating step performed by mutagenic polymerases pol beta and pol eta. Three large libraries (>10(5) independent clones) were generated (one with pol beta and two with pol eta). The sequence analysis of randomly chosen clones confirmed the potential of this strategy for the generation of diversity. Variants generated by pol beta were 4-7-fold less mutated than those created with pol eta, indicating that our approach enables mutation rate control following the DNA polymerase employed for mutagenesis. Moreover, pol beta and pol eta provide different and complementary mutation spectra, allowing a wider sequence space exploration than error-prone PCR protocols employing Taq polymerase. Interestingly, some of the variants generated by pol eta displayed unusual modifications, including combinations of base substitutions and codon deletions which are rarely generated using other methods. By taking advantage of the mutation bias of naturally highly error-prone DNA polymerases, MutaGen thus appears as a very useful tool for gene and protein randomisation.


Assuntos
DNA Polimerase Dirigida por DNA/metabolismo , Biblioteca Gênica , Glucosiltransferases/genética , Glucosiltransferases/metabolismo , Mutagênese , Neisseria/enzimologia , Sequência de Aminoácidos , DNA Polimerase beta/metabolismo , Glucosiltransferases/química , Humanos , Mutação INDEL , Dados de Sequência Molecular , Polímeros/metabolismo , Sacarose/metabolismo
9.
FEMS Microbiol Lett ; 285(1): 25-32, 2008 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-18522649

RESUMO

Amylosucrase is a transglucosidase that catalyses the synthesis of an amylose-type polymer from sucrose, an abundant agro-resource. Here we describe a novel thermostable amylosucrase from the moderate thermophile Deinococcus geothermalis (DGAS). The dgas gene was cloned and expressed in Escherichia coli. The encoded enzyme was purified and characterized. DGAS displays a specific activity of 44 U mg(-1), an optimal temperature of 50 degrees C and a half-life of 26 h at 50 degrees C. Moreover, it produces an alpha-glucan at 50 degrees C, with an average degree of polymerization of 45 and a polymerization yield of 76%. DGAS is thus the most active and thermostable amylosucrase known to date.


Assuntos
Proteínas de Bactérias/química , Proteínas de Bactérias/isolamento & purificação , Clonagem Molecular , Deinococcus/enzimologia , Glucosiltransferases/química , Glucosiltransferases/isolamento & purificação , Sequência de Aminoácidos , Amilose/metabolismo , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Deinococcus/química , Deinococcus/genética , Estabilidade Enzimática , Expressão Gênica , Glucosiltransferases/genética , Glucosiltransferases/metabolismo , Dados de Sequência Molecular , Alinhamento de Sequência , Temperatura
10.
J Biomol Screen ; 12(5): 715-23, 2007 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-17517906

RESUMO

This article describes the design and validation of a general procedure for the high-throughput isolation of amylosucrase variants displaying higher thermostability or increased resistance to organic solvents. This procedure consists of 2 successive steps: an in vivo selection that eliminates inactive variants followed by automated screening of active variants to isolate mutants displaying enhanced features. The authors chose an Escherichia coli expression vector, allowing a high production rate of the recombinant enzyme in miniaturized culture conditions. The screening assay was validated by minimizing variability for various parameters of the protocol, especially bacterial growth and protein production in cultures in 96-well microplates. Recombinant amylosucrase production was normalized by decreasing the coefficient of variance from 27% to 12.5%. Selective screening conditions were defined to select variants displaying higher thermostability or increased resistance to organic solvents. A first-generation amylosucrase variant library, constructed by random mutagenesis, was subjected to this procedure, yielding a mutant displaying a 25-fold increased stability at 50 degrees C compared to the parental wild-type enzyme.


Assuntos
Biblioteca Gênica , Glucosiltransferases/genética , Glucosiltransferases/metabolismo , Automação , DNA Bacteriano/genética , DNA Bacteriano/isolamento & purificação , Dimetil Sulfóxido/química , Evolução Molecular Direcionada , Avaliação Pré-Clínica de Medicamentos , Estabilidade Enzimática , Escherichia coli/genética , Genes Bacterianos , Variação Genética , Vetores Genéticos , Glucosiltransferases/análise , Glucosiltransferases/isolamento & purificação , Temperatura Alta , Modelos Biológicos , Mutagênese Sítio-Dirigida , Proteínas Recombinantes/isolamento & purificação , Proteínas Recombinantes/metabolismo , Reprodutibilidade dos Testes , Seleção Genética , Sensibilidade e Especificidade , Solventes/química , Fatores de Tempo , Transformação Genética , Água/química
11.
Oncogene ; 24(33): 5165-72, 2005 Aug 04.
Artigo em Inglês | MEDLINE | ID: mdl-15897881

RESUMO

Rad51 protein plays an essential role in recombination repair of DNA double-strand breaks and DNA crosslinking adducts. It is part of complexes which can vary with the stage of the cell cycle and the nature of the DNA lesions. During a search for Rad51-associated proteins in CHO nuclear extracts of S-phase cells by mass spectrometry of proteins immunoprecipitated with Rad51 antibodies, we identified a centrosomal protein, gamma-tubulin. This association was confirmed by the reverse immunoprecipitation with gamma-tubulin antibodies. Both proteins copurified from HeLa cells nuclear extracts following a tandem affinity purification of double-tagged Rad51. Immunofluorescence analysis showed colocalization of both Rad51 and gamma-tubulin in discrete foci in mammalian cell nuclei. The number of colocalized foci and their overlapping area increased in the presence of DNA damage produced by genotoxic treatments either during S phase or in exponentially growing cells. These variations did not result from an overall stress because microtubule cytoskeleton poisons devoid of direct interactions with DNA, such as taxol or colcemid, did not lead to an increase of this association. The recruitment of Rad51 and gamma-tubulin in the same nuclear complex suggests a link between DNA recombination repair and the centrosome function during the cell cycle.


Assuntos
Núcleo Celular/metabolismo , Dano ao DNA/fisiologia , Proteínas de Ligação a DNA/metabolismo , Tubulina (Proteína)/metabolismo , Animais , Células CHO , Ciclo Celular , Cricetinae , Cricetulus , Reparo do DNA/fisiologia , Células HeLa , Humanos , Imunoprecipitação , Complexos Multiproteicos/metabolismo , Rad51 Recombinase , Fase S/fisiologia
12.
Chem Commun (Camb) ; 48(9): 1314-6, 2012 Jan 30.
Artigo em Inglês | MEDLINE | ID: mdl-22158825

RESUMO

Direct encapsulation of esterase or lipase fused with the silica-precipitating R5 peptide from Cylindrotheca fusiformis in silica particles afforded high yields of active entrapped protein. The hydrolytic activity of both enzymes against p-nitrophenyl butyrate was similarly affected by encapsulation and the enantioselectivity of the esterase was both improved and inverted.


Assuntos
Diatomáceas/enzimologia , Enzimas Imobilizadas/metabolismo , Esterases/metabolismo , Lipase/metabolismo , Peptídeos/química , Dióxido de Silício/química , Sequência de Aminoácidos , Materiais Biomiméticos/química , Biomimética , Precipitação Química , Diatomáceas/química , Ativação Enzimática , Estabilidade Enzimática , Enzimas Imobilizadas/química , Esterases/química , Lipase/química , Dados de Sequência Molecular
13.
Bioresour Technol ; 125: 267-74, 2012 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-23026343

RESUMO

The lcc1 gene coding for the laccase from Trametes versicolor DSM11269 was cloned into the genome of Yarrowia lipolytica using either single or multiple integration sites. The levels of the recombinant laccase activity secreted in the culture media were 0.25 and 1 U ml(-1) for single and multiple integrations, respectively. The strain with a single integration was successfully used to express variant libraries which were screened on ABTS substrate. The strain encoding the double mutant L185P/Q214K (rM4A) showed a sixfold enhancement in secreted enzyme activity. The catalytic efficiency of the purified rM-4A laccase was respectively increased 2.4- and 2.8-fold towards ABTS and 2,6-dimethoxyphenol, compared to the rWT. Culture supernatants containing either rWT or rM-4A catalyzed the almost complete decolorization of an Amaranth solution (70 nMs(-1)). Taken together, our results open new perspectives for the use of Y. lipolytica as a molecular evolution platform to engineer laccases with improved properties.


Assuntos
Clonagem Molecular/métodos , Lacase/biossíntese , Lacase/química , Engenharia de Proteínas/métodos , Trametes/fisiologia , Yarrowia/fisiologia , Catálise , Ativação Enzimática , Estabilidade Enzimática
14.
Methods Mol Biol ; 634: 373-86, 2010.
Artigo em Inglês | MEDLINE | ID: mdl-20676997

RESUMO

Random mutagenesis is one of the most effective methodologies to generate variant libraries for directed protein evolution. Indeed, this approach requires no structural or mechanistic information and can uncover unexpected beneficial mutations. Here, we describe a new random mutagenesis method based on the use of human error-prone DNA polymerases (pol beta, pol eta and pol iota). This approach allows the random introduction of mutations through a single replication step followed by a selective PCR amplification of the replicated mutated sequences. The libraries generated using this methodology display different mutation rates and complementary mutational spectra. By taking advantage of the mutation bias of naturally highly error-prone DNA polymerases, MutaGen thus appears as a very useful tool for gene and protein randomization.


Assuntos
DNA Polimerase Dirigida por DNA/genética , Mutagênese , Humanos
15.
Protein Sci ; 17(6): 967-76, 2008 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-18441231

RESUMO

Amylosucrase is a transglucosidase that catalyzes amylose-like polymer synthesis from sucrose substrate. About 60,000 amylosucrase variants from two libraries generated by the MutaGen random mutagenesis method were submitted to an in vivo selection procedure leading to the isolation of more than 7000 active variants. These clones were then screened for increased thermostability using an automated screening process. This experiment yielded three improved variants (two double mutants and one single mutant) showing 3.5- to 10-fold increased half-lives at 50 degrees C compared to the wild-type enzyme. Structural analysis revealed that the main differences between wild-type amylosucrase and the most improved variant (R20C/A451T) might reside in the reorganization of salt bridges involving the surface residue R20 and the introduction of a hydrogen-bonding interaction between T451 of the B' domain and D488 of flexible loop 8. This double mutant is the most thermostable amylosucrase known to date and the only one usable at 50 degrees C. At this temperature, amylose synthesis by this variant using high sucrose concentration (600 mM) led to the production of amylose chains twice as long as those obtained by the wild-type enzyme at 30 degrees C.


Assuntos
Técnicas de Química Combinatória , Glucosiltransferases/química , Temperatura Alta , Engenharia de Proteínas , Sequência de Bases , Primers do DNA , Estabilidade Enzimática , Glucosiltransferases/genética , Glucosiltransferases/metabolismo , Modelos Moleculares , Mutagênese , Conformação Proteica
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