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1.
Biotechnol Bioeng ; 117(5): 1513-1524, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-32022248

RESUMO

Inducible expression systems can be applied to control the expression of proteins or biochemical pathways in cell factories. However, several of the established systems require the addition of expensive inducers, making them unfeasible for large-scale production. Here, we establish a genome integrated trp-T7 expression system where tryptophan can be used to control the induction of a gene or a metabolic pathway. We show that the initiation of gene expression from low- and high-copy vectors can be tuned by varying the initial concentration of tryptophan or yeast extract, and that expression is tightly regulated and homogenous when compared with the commonly used lac-T7 system. Finally, we apply the trp-T7 expression system for the production of l-serine, where we reach titers of 26 g/L in fed-batch fermentation.


Assuntos
Escherichia coli , Engenharia Metabólica/métodos , Regiões Promotoras Genéticas/genética , Reatores Biológicos/microbiologia , Escherichia coli/genética , Escherichia coli/metabolismo , Fermentação , Serina/metabolismo , Triptofano/metabolismo
2.
Microb Cell Fact ; 18(1): 116, 2019 Jun 29.
Artigo em Inglês | MEDLINE | ID: mdl-31255177

RESUMO

BACKGROUND: Sucrose is an attractive industrial carbon source due to its abundance and the fact that it can be cheaply generated from sources such as sugarcane. However, only a few characterized Escherichia coli strains are able to metabolize sucrose, and those that can are typically slow growing or pathogenic strains. METHODS: To generate a platform strain capable of efficiently utilizing sucrose with a high growth rate, adaptive laboratory evolution (ALE) was utilized to evolve engineered E. coli K-12 MG1655 strains containing the sucrose utilizing csc genes (cscB, cscK, cscA) alongside the native sucrose consuming E. coli W. RESULTS: Evolved K-12 clones displayed an increase in growth and sucrose uptake rates of 1.72- and 1.40-fold on sugarcane juice as compared to the original engineered strains, respectively, while E. coli W clones showed a 1.4-fold increase in sucrose uptake rate without a significant increase in growth rate. Whole genome sequencing of evolved clones and populations revealed that two genetic regions were frequently mutated in the K-12 strains; the global transcription regulatory genes rpoB and rpoC, and the metabolic region related to a pyrimidine biosynthetic deficiency in K-12 attributed to pyrE expression. These two mutated regions have been characterized to confer a similar benefit when glucose is the main carbon source, and reverse engineering revealed the same causal advantages on M9 sucrose. Additionally, the most prevalent mutation found in the evolved E. coli W lineages was the inactivation of the cscR gene, the transcriptional repression of sucrose uptake genes. CONCLUSION: The generated K-12 and W platform strains, and the specific sets of mutations that enable their phenotypes, are available as valuable tools for sucrose-based industrial bioproduction in the facile E. coli chassis.


Assuntos
Escherichia coli/genética , Escherichia coli/metabolismo , Sacarose/metabolismo , Evolução Molecular Direcionada , Proteínas de Escherichia coli/genética , Proteínas de Escherichia coli/metabolismo , Engenharia Genética , Genoma Bacteriano , Glucose/metabolismo , Proteínas de Membrana Transportadoras/genética , Proteínas de Membrana Transportadoras/metabolismo
3.
Biochim Biophys Acta Proteins Proteom ; 1866(1): 68-79, 2018 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-28923662

RESUMO

Cytochrome P450cam (a camphor hydroxylase) from the soil bacterium Pseudomonas putida shows potential importance in environmental applications such as the degradation of chlorinated organic pollutants. Seven P450cam mutants generated from Sequence Saturation Mutagenesis (SeSaM) and isolated by selection on minimal media with either 3-chloroindole or the insecticide endosulfan were studied for their ability to oxidize of 3-chloroindole to isatin. The wild-type enzyme did not accept 3-chloroindole as a substrate. Mutant (E156G/V247F/V253G/F256S) had the highest maximal velocity in the conversion of 3-chloroindole to isatin, whereas mutants (T56A/N116H/D297N) and (G60S/Y75H) had highest kcat/KM values. Six of the mutants had more than one mutation, and within this set, mutation of residues 297 and 179 was observed twice. Docking simulations were performed on models of the mutant enzymes; the wild-type did not accommodate 3-chloroindole in the active site, whereas all the mutants did. We propose two potential reaction pathways for dechlorination of 3-chloroindole. This article is part of a Special Issue entitled: Cytochrome P450 biodiversity and biotechnology, edited by Erika Plettner, Gianfranco Gilardi, Luet Wong, Vlada Urlacher, Jared Goldstone.


Assuntos
Proteínas de Bactérias/química , Cânfora 5-Mono-Oxigenase/química , Endossulfano/metabolismo , Biblioteca Gênica , Indóis/metabolismo , Pseudomonas putida/enzimologia , Motivos de Aminoácidos , Substituição de Aminoácidos , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Sítios de Ligação , Biodegradação Ambiental , Cânfora 5-Mono-Oxigenase/genética , Cânfora 5-Mono-Oxigenase/metabolismo , Clonagem Molecular , Endossulfano/química , Escherichia coli/genética , Escherichia coli/metabolismo , Expressão Gênica , Halogenação , Indóis/química , Isatina/química , Isatina/metabolismo , Cinética , Simulação de Acoplamento Molecular , Mutação , Oxirredução , Ligação Proteica , Domínios e Motivos de Interação entre Proteínas , Estrutura Secundária de Proteína , Pseudomonas putida/química , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , Especificidade por Substrato
4.
Metab Eng ; 39: 141-150, 2017 01.
Artigo em Inglês | MEDLINE | ID: mdl-27908688

RESUMO

L-serine is a promising building block biochemical with a high theoretical production yield from glucose. Toxicity of L-serine is however prohibitive for high-titer production in E. coli. Here, E. coli lacking L-serine degradation pathways was evolved for improved tolerance by gradually increasing L-serine concentration from 3 to 100g/L using adaptive laboratory evolution (ALE). Genome sequencing of isolated clones revealed multiplication of genetic regions, as well as mutations in thrA, thereby showing a potential mechanism of serine inhibition. Additional mutations were evaluated by MAGE combined with amplicon sequencing, revealing role of rho, lrp, pykF, eno, and rpoB on tolerance and fitness in minimal medium. Production using the tolerant strains resulted in 37g/L of L-serine with a 24% mass yield. The resulting titer is similar to the highest production reported for any organism thereby highlighting the potential of ALE for industrial biotechnology.


Assuntos
Evolução Molecular Direcionada/métodos , Escherichia coli/fisiologia , Glucose/metabolismo , Engenharia Metabólica/métodos , Serina/biossíntese , Serina/genética , Regulação para Cima/genética , Vias Biossintéticas/genética , Regulação Bacteriana da Expressão Gênica/genética , Melhoramento Genético/métodos , Redes e Vias Metabólicas/genética , Serina/isolamento & purificação
5.
Biotechnol Bioeng ; 113(4): 807-16, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-26416585

RESUMO

L-serine is a widely used amino acid that has been proposed as a potential building block biochemical. The high theoretical yield from glucose makes a fermentation based production attractive. In order to achieve this goal, serine degradation to pyruvate and glycine in E. coli MG1655 was prevented by deletion of three L-serine deaminases sdaA, sdaB, and tdcG, as well as serine hydroxyl methyl transferase (SHMT) encoded by glyA. Upon overexpression of the serine production pathway, consisting of a feedback resistant version of serA along with serB and serC, this quadruple deletion strain showed a very high serine production yield (0.45 g/g glucose) during small-scale batch fermentation in minimal medium. Serine, however, was found to be highly toxic even at low concentrations to this strain, which lead to slow growth and production during fed batch fermentation, resulting in a serine production of 8.3 g/L. The production strain was therefore evolved by random mutagenesis to achieve increased tolerance towards serine. Additionally, overexpression of eamA, a cysteine/homoserine transporter was demonstrated to increase serine tolerance from 1.6 g/L to 25 g/L. During fed batch fermentation, the resulting strain lead to the serine production titer of 11.7 g/L with yield of 0.43 g/g glucose, which is the highest yield reported so far for any organism.


Assuntos
Escherichia coli/genética , Escherichia coli/metabolismo , Engenharia Metabólica/métodos , Serina/metabolismo , Transporte Biológico , Tolerância a Medicamentos , Escherichia coli/crescimento & desenvolvimento , Deleção de Genes , Expressão Gênica , Redes e Vias Metabólicas/genética , Mutação , Serina/toxicidade
6.
Nat Commun ; 15(1): 3049, 2024 Apr 08.
Artigo em Inglês | MEDLINE | ID: mdl-38589380

RESUMO

Raman spectroscopy provides non-destructive, label-free quantitative studies of chemical compositions at the microscale as used on NASA's Perseverance rover on Mars. Such capabilities come at the cost of high requirements for instrumentation. Here we present a centimeter-scale miniaturization of a Raman spectrometer using cheap non-stabilized laser diodes, densely packed optics, and non-cooled small sensors. The performance is comparable with expensive bulky research-grade Raman systems. It has excellent sensitivity, low power consumption, perfect wavenumber, intensity calibration, and 7 cm-1 resolution within the 400-4000 cm-1 range using a built-in reference. High performance and versatility are demonstrated in use cases including quantification of methanol in beverages, in-vivo Raman measurements of human skin, fermentation monitoring, chemical Raman mapping at sub-micrometer resolution, quantitative SERS mapping of the anti-cancer drug methotrexate and in-vitro bacteria identification. We foresee that the miniaturization will allow realization of super-compact Raman spectrometers for integration in smartphones and medical devices, democratizing Raman technology.

7.
Chembiochem ; 12(10): 1595-601, 2011 Jul 04.
Artigo em Inglês | MEDLINE | ID: mdl-21671328

RESUMO

Generating high-quality mutant libraries in which each amino acid is equally targeted and substituted in a chemically diverse manner is crucial to obtain improved variants in small mutant libraries. The sequence saturation mutagenesis method (SeSaM-Tv(+) ) offers the opportunity to generate such high-quality mutant libraries by introducing consecutive mutations and by enriching transversions. In this study, automated gel electrophoresis, real-time quantitative PCR, and a phosphorimager quantification system were developed and employed to optimize each step of previously reported SeSaM-Tv(+) method. Advancements of the SeSaM-Tv(+) protocol and the use of a novel DNA polymerase quadrupled the number of transversions, by doubling the fraction of consecutive mutations (from 16.7 to 37.1 %). About 33 % of all amino acid substitutions observed in a model library are rarely introduced by epPCR methods, and around 10 % of all clones carried amino acid substitutions that are unobtainable by epPCR.


Assuntos
Evolução Molecular Direcionada/métodos , Mutagênese , Proteínas/genética , Biblioteca Gênica , Reação em Cadeia da Polimerase
8.
ACS Synth Biol ; 8(10): 2347-2358, 2019 10 18.
Artigo em Inglês | MEDLINE | ID: mdl-31550142

RESUMO

Turning a proof-of-concept synthetic biology design into a robust, high performing cell factory is a major time and money consuming task, which severely limits the growth of the white biotechnology sector. Here, we extend the use of tunable antibiotic resistance markers for synthetic evolution (TARSyn), a workflow for screening translation initiation region (TIR) libraries with antibiotic selection, to generic pathway engineering, and transform a proof-of-concept synbio design into a process that performs at industrially relevant levels. Using a combination of rational design and adaptive evolution, we recently engineered a high-performing bacterial strain for production of the important building block biochemical l-serine, based on two high-copy pET vectors facilitating expression of the serine biosynthetic genes serA, serC, and serB from three independent transcriptional units. Here, we prepare the bacterial strain for industrial scale up by transferring and reconfiguring the three genes into an operon encoded on a single low-copy plasmid. Not surprisingly, this initially reduces production titers considerably. We use TARSyn to screen both experimental and computational optimization designs resulting in high-performing synthetic serine operons and reach industrially relevant production levels of 50 g/L in fed-batch fermentations, the highest reported so far for serine production.


Assuntos
Biossíntese de Proteínas/genética , Serina/genética , Serina/metabolismo , Antibacterianos/metabolismo , Bactérias/genética , Biotecnologia/métodos , Fermentação/genética , Engenharia Metabólica/métodos , Plasmídeos/genética , Transcrição Gênica/genética
9.
Biotechniques ; 57(1): 13-20, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-25005689

RESUMO

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.


Assuntos
Sistema Enzimático do Citocromo P-450/genética , Engenharia de Proteínas/métodos , Proteínas Recombinantes de Fusão/química , Proteínas Recombinantes de Fusão/genética , Sequência de Aminoácidos , Sistema Enzimático do Citocromo P-450/metabolismo , Escherichia coli/genética , Biblioteca Gênica , Dados de Sequência Molecular , Reação em Cadeia da Polimerase/métodos , Proteínas Recombinantes de Fusão/metabolismo
10.
Biosens Bioelectron ; 50: 84-90, 2013 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-23835222

RESUMO

Glucose oxidase is an oxidoreductase exhibiting a high ß-D-glucose specificity and high stability which renders glucose oxidase well-suited for applications in diabetes care. Nevertheless, GOx activity is highly oxygen dependent which can lead to inaccuracies in amperometric ß-D-glucose determinations. Therefore a directed evolution campaign with two rounds of random mutagenesis (SeSaM followed by epPCR), site saturation mutagenesis studies on individual positions, and one simultaneous site saturation library (OmniChange; 4 positions) was performed. A diabetes care well suited mediator (quinone diimine) was selected and the GOx variant (T30V I94V) served as starting point. For directed GOx evolution a microtiter plate detection system based on the quinone diimine mediator was developed and the well-known ABTS-assay was applied in microtiter plate format to validate oxygen independency of improved GOx variants. Two iterative rounds of random diversity generation and screening yielded to two subsets of amino acid positions which mainly improved activity (A173, A332) and oxygen independency (F414, V560). Simultaneous site saturation of all four positions with a reduced subset of amino acids using the OmniChange method yielded finally variant V7 with a 37-fold decreased oxygen dependency (mediator activity: 7.4 U/mg WT, 47.5 U/mg V7; oxygen activity: 172.3 U/mg WT, 30.1 U/mg V7). V7 is still highly ß-D-glucose specific, highly active with the quinone diimine mediator and thermal resistance is retained (prerequisite for GOx coating of diabetes test stripes). The latter properties and V7's oxygen insensitivity make V7 a very promising candidate to replace standard GOx in diabetes care applications.


Assuntos
Aspergillus niger/enzimologia , Técnicas Biossensoriais/métodos , Evolução Molecular Direcionada , Glucose Oxidase/genética , Glucose/análise , Aspergillus niger/genética , Evolução Molecular Direcionada/métodos , Glucose/metabolismo , Glucose Oxidase/metabolismo , Oxigênio/metabolismo , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo
11.
Curr Opin Chem Biol ; 13(1): 19-25, 2009 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-19261539

RESUMO

Despite advances in screening technologies, only a very small fraction of theoretical protein sequence can be sampled in directed evolution experiments. At the current state of random mutagenesis technologies mutation frequencies have often been adjusted to values that cause a limited number of amino acid changes (often one to four amino acid changes per protein). For harvesting the power of directed evolution algorithms it is therefore important that generated mutant libraries are rich in diversity and enriched in active population. Insufficient knowledge about protein traits, mutational robustness of protein folds and technological limitations in diversity generating methods are main challenges for managing the complexity of protein sequence space. This review covers computational and experimental advances for high quality mutant library generation that have been achieved in the past two years.


Assuntos
Biologia Computacional/métodos , Evolução Molecular Direcionada/métodos , Biblioteca Gênica , Proteínas Mutantes/genética , Engenharia de Proteínas/métodos , Engenharia de Proteínas/tendências , Biologia Computacional/tendências , Evolução Molecular Direcionada/tendências
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