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1.
Cell ; 164(6): 1185-1197, 2016 Mar 10.
Artigo em Inglês | MEDLINE | ID: mdl-26967285

RESUMO

Metabolic engineering is the science of rewiring the metabolism of cells to enhance production of native metabolites or to endow cells with the ability to produce new products. The potential applications of such efforts are wide ranging, including the generation of fuels, chemicals, foods, feeds, and pharmaceuticals. However, making cells into efficient factories is challenging because cells have evolved robust metabolic networks with hard-wired, tightly regulated lines of communication between molecular pathways that resist efforts to divert resources. Here, we will review the current status and challenges of metabolic engineering and will discuss how new technologies can enable metabolic engineering to be scaled up to the industrial level, either by cutting off the lines of control for endogenous metabolism or by infiltrating the system with disruptive, heterologous pathways that overcome cellular regulation.


Assuntos
Produtos Biológicos/metabolismo , Descoberta de Drogas , Microbiologia Industrial/métodos , Engenharia Metabólica , Animais , Bactérias/classificação , Bactérias/metabolismo , Vias Biossintéticas , Células CHO , Cricetulus , Escherichia coli/metabolismo , Fungos/classificação , Fungos/metabolismo , Saccharomyces cerevisiae/metabolismo
2.
Biotechnol Bioeng ; 121(10): 3076-3098, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-39382054

RESUMO

While traveling through different zones in large-scale bioreactors, microbes are most likely subjected to fluctuating dissolved oxygen (DO) conditions at the timescales of global circulation time. In this study, to mimic industrial-scale spatial DO gradients, we present a scale-down setup based on dynamic feast/famine regime (150 s) that leads to repetitive cycles with rapid changes in DO availability in glucose-limited chemostat cultures of Penicillium chrysogenum. Such DO feast/famine regime induced a stable and repetitive pattern with a reproducible metabolic response in time, and the dynamic response of intracellular metabolites featured specific differences in terms of both coverage and magnitude in comparison to other dynamic conditions, for example, substrate feast/famine cycles. Remarkably, intracellular sugar polyols were considerably increased as the hallmark metabolites along with a dynamic and higher redox state (NADH/NAD+) of the cytosol. Despite the increased availability of NADPH for penicillin production under the oscillatory DO conditions, this positive effect may be counteracted by the decreased ATP supply. Moreover, it is interesting to note that not only the penicillin productivity was reduced under such oscillating DO conditions, but also that of the unrecyclable byproduct ortho-hydroxyphenyl acetic acid and degeneration of penicillin productivity. Furthermore, dynamic flux profiles showed the most pronounced variations in central carbon metabolism, amino acid (AA) metabolism, energy metabolism and fatty acid metabolism upon the DO oscillation. Taken together, the metabolic responses of P. chrysogenum to DO gradients reported here are important for elucidating metabolic regulation mechanisms, improving bioreactor design and scale-up procedures as well as for constructing robust cell strains to cope with heterogenous industrial culture conditions.


Assuntos
Reatores Biológicos , Oxigênio , Penicillium chrysogenum , Penicillium chrysogenum/metabolismo , Oxigênio/metabolismo , Reatores Biológicos/microbiologia , Penicilinas/metabolismo , Glucose/metabolismo , Microbiologia Industrial/métodos
3.
Adv Appl Microbiol ; 128: 105-120, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39059842

RESUMO

This work explores astaxanthin (AXT), a valuable xanthophyll ketocarotenoid pigment with significant health benefits and diverse applications across various industries. It discusses the prevalence of synthetic AXT, and the development of natural-based alternatives derived from microorganisms such as microalgae, bacteria, and yeast. The chapter examines the potential of microbial AXT production, highlighting the advantages and challenges associated with natural AXT. Key microorganisms like Haematococcus pluvialis, Paracoccus carotinifaciens, and Phaffia rhodozyma are emphasized for their role in commercially producing this valuable ketocarotenoid. The narrative covers the complexities and opportunities in microbial AXT production, from cell structure implications to downstream processing strategies. Additionally, the chapter addresses current applications, commercialization trends, and market dynamics of natural microbial AXT, emphasizing the importance of cost-effective production, regulatory compliance, and technological advancements to reduce the market cost of the final product. As demand for natural microbial-based AXT rises, this chapter envisions a future where research, innovation, and collaboration drive sustainable and competitive microbial AXT production, fostering growth in this dynamic market.


Assuntos
Xantofilas , Xantofilas/metabolismo , Microalgas/metabolismo , Bactérias/metabolismo , Bactérias/genética , Bactérias/crescimento & desenvolvimento , Paracoccus/metabolismo , Paracoccus/genética , Paracoccus/crescimento & desenvolvimento , Microbiologia Industrial/métodos , Basidiomycota
4.
Appl Microbiol Biotechnol ; 108(1): 429, 2024 Jul 27.
Artigo em Inglês | MEDLINE | ID: mdl-39066896

RESUMO

Astaxanthin is a red xanthophyll with high economic and industrial value in the pharmaceutical, nutraceutical, cosmetic and food industries. In recent years, the biotechnological production of astaxanthin has attracted much attention as a sustainable alternative to the predominating petrochemical-dependent chemical synthesis. In this regard, Xanthophyllomyces dendrorhous is regarded as a promising microorganism for industrial production of astaxanthin. Unfortunately, biotechnological production of the carotenoid is currently expensive. The present study investigated soy molasses (SM) and residual brewers' yeast as cheap fermentation feedstocks for the cultivation of X. dendrorhous and astaxanthin production. Yeast extract was obtained from residual brewers' yeast using various techniques and then combined with SM to formulate a two-component growth medium which was subsequently used to cultivate X. dendrorhous. Generally, the yeast extract produced from residual brewers' yeast supported X. dendrorhous growth and astaxanthin production at levels comparable to those seen with commercial yeast extract. Overall, cultivating X. dendrorhous in an SM-based medium containing 5% SM and 0.2% yeast extract obtained from residual brewers' yeast resulted in significantly higher (> 20% more) biomass accumulation compared to the control media (YPD). A similar slightly higher astaxanthin output (up to 14% more) was recorded in the SM-based medium compared to YPD. The formulated cultivation medium in this study provides an opportunity to reduce the production cost of astaxanthin from X. dendrorhous while simultaneously reducing the environmental impact related to the disposal of the industrial waste used as feedstock. KEY POINTS: • Cheap culture media were formulated from soy molasses and brewers' spent yeast • The formulated medium resulted in at least 20% more biomass than the control • Up to 14% more astaxanthin was produced in molasses-based medium.


Assuntos
Basidiomycota , Meios de Cultura , Fermentação , Resíduos Industriais , Melaço , Xantofilas , Xantofilas/metabolismo , Meios de Cultura/química , Basidiomycota/metabolismo , Biomassa , Microbiologia Industrial/métodos , Glycine max/metabolismo
5.
Artigo em Inglês | MEDLINE | ID: mdl-39251387

RESUMO

In scenarios where yeast and bacterial cells coexist, it is of interest to simultaneously quantify the concentrations of both cell types, since traditional methods used to determine these concentrations individually take more time and resources. Here, we compared different methods for quantifying the fuel ethanol Saccharomyces cerevisiae PE-2 yeast strain and cells from the probiotic Lactiplantibacillus plantarum strain in microbial suspensions. Individual suspensions were prepared, mixed in 1:1 or 100:1 yeast-to-bacteria ratios, covering the range typically encountered in sugarcane biorefineries, and analyzed using bright field microscopy, manual and automatic Spread-plate and Drop-plate counting, flow cytometry (at 1:1 and 100:1 ratios), and a Coulter Counter (at 1:1 and 100:1 ratios). We observed that for yeast cell counts in the mixture (1:1 and 100:1 ratios), flow cytometry, the Coulter Counter, and both Spread-plate options (manual and automatic CFU counting) yielded statistically similar results, while the Drop-plate and microscopy-based methods gave statistically different results. For bacterial cell quantification, the microscopy-based method, Drop-plate, and both Spread-plate plating options and flow cytometry (1:1 ratio) produced no significantly different results (p > .05). In contrast, the Coulter Counter (1:1 ratio) and flow cytometry (100:1 ratio) presented results statistically different (p < .05). Additionally, quantifying bacterial cells in a mixed suspension at a 100:1 ratio wasn't possible due to an overlap between yeast cell debris and bacterial cells. We conclude that each method has limitations, advantages, and disadvantages. ONE-SENTENCE SUMMARY: This study compares methods for simultaneously quantifying yeast and bacterial cells in a mixed sample, highlighting that in different cell proportions, some methods cannot quantify both cell types and present distinct advantages and limitations regarding time, cost, and precision.


Assuntos
Microbiologia Industrial , Saccharomyces cerevisiae , Saccharomyces cerevisiae/crescimento & desenvolvimento , Saccharomyces cerevisiae/citologia , Microbiologia Industrial/métodos , Citometria de Fluxo/métodos , Contagem de Colônia Microbiana/métodos , Carga Bacteriana/métodos , Saccharum/microbiologia , Microscopia/métodos
6.
Ecotoxicol Environ Saf ; 283: 116945, 2024 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-39222612

RESUMO

The escalating use of inorganic fertilizers and pesticides to boost crop production has led to the depletion of natural resources, contamination of water sources, and environmental crises. In response, the scientific community is exploring eco-friendly alternatives, such as fungal-based biofertilizers and biopesticides, which have proven effectiveness in enhancing plant health and growth while sustainably managing plant diseases and pests. This review article examines the production methodologies of these bioproducts, highlighting their role in sustainable agriculture and advancing our understanding of soil microorganisms. Despite their increasing demand, their global market presence remains limited compared to traditional chemical counterparts. The article addresses: 1) the production of biofertilizers and biopesticides, 2) their contribution to crop productivity, 3) their environmental impact and regulations, and 4) current production technologies. This comprehensive approach aims to promote the transition towards more sustainable agricultural practices.


Assuntos
Agentes de Controle Biológico , Fertilizantes , Fungos , Agentes de Controle Biológico/normas , Fungos/metabolismo , Produção Agrícola , Micronutrientes , Solo/química , Microbiologia Industrial/métodos , Microbiologia Industrial/tendências
7.
J Basic Microbiol ; 64(9): e2300757, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-38934506

RESUMO

Microbial biosurfactant is an emerging vital biomolecule of the 21st century. They are amphiphilic compounds produced by microorganisms and possess unique properties to reduce surface tension activity. The use of microbial surfactants spans most of the industrial fields due to their biodegradability, less toxicity, being environmentally safe, and being synthesized from renewable sources. These would be highly efficient eco-friendly alternatives to petroleum-derived surfactants that would open up new approaches to research on the production of biosurfactants. In the upcoming era, biobased surfactants will become a dominating multifunctional compound in the world market. Research on biosurfactants ranges from the search for novel microorganisms that can produce new molecules, structural and physiochemical characterization of biosurfactants, and fermentation process for enhanced large-scale productivity and green applications. The main goal of this review is to provide an overview of the recent state of knowledge and trends about microbially derived surfactants, various aspects of biosurfactant production, definition, properties, characteristics, diverse advances, and applications. This would lead a long way in the production of biosurfactants as globally successful biomolecules of the current century.


Assuntos
Bactérias , Biodegradação Ambiental , Fermentação , Tensoativos , Tensoativos/metabolismo , Tensoativos/química , Bactérias/metabolismo , Tensão Superficial , Microbiologia Industrial/métodos
8.
Int J Mol Sci ; 25(14)2024 Jul 13.
Artigo em Inglês | MEDLINE | ID: mdl-39062928

RESUMO

Extremophilic microorganisms play a key role in understanding how life on Earth originated and evolved over centuries. Their ability to thrive in harsh environments relies on a plethora of mechanisms developed to survive at extreme temperatures, pressures, salinity, and pH values. From a biotechnological point of view, thermophiles are considered a robust tool for synthetic biology as well as a reliable starting material for the development of sustainable bioprocesses. This review discusses the current progress in the biomanufacturing of high-added bioproducts from thermophilic microorganisms and their industrial applications.


Assuntos
Microbiologia Industrial , Microbiologia Industrial/métodos , Biotecnologia/métodos , Extremófilos/metabolismo , Extremófilos/fisiologia , Bactérias/metabolismo , Archaea/metabolismo
9.
Prep Biochem Biotechnol ; 54(7): 932-945, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38198230

RESUMO

Recent SARS-CoV-2 pandemic elevated research interest in microorganism-related diseases, and protective health application importance such as vaccination and immune promoter agents emerged. Among the production methods for proteins, recombinant technology is an efficient alternative and frequently preferred method. However, since the production and purification processes vary due to the protein nature, the effect of these differences on the cost remains ambiguous. In this study, brucellosis and its two important vaccine candidate proteins (rOmp25 and rEipB) with different properties were selected as models, and industrial-scale production processes were compared with the SuperPro Designer® for estimating the unit production cost. Simulation study showed raw material cost by roughly 60% was one of the barriers to lower-cost production and 52.5 and 559.8 $/g were estimated for rEipB and rOmp25, respectively.


HighlightsTechno-economic evaluation of recombinant protein produced for vaccine purposesRecombinant proteins rOmp25 and rEipB production process using E.coli BL21Effect of outer membrane and periplasmic space proteins on purification costSimulated cost estimation of rEipB and rOmp25 were 52.5 and 559.8 $/g, respectively.


Assuntos
Escherichia coli , Proteínas Recombinantes , Proteínas Recombinantes/genética , Proteínas Recombinantes/biossíntese , Escherichia coli/genética , Escherichia coli/metabolismo , SARS-CoV-2/genética , SARS-CoV-2/imunologia , COVID-19/prevenção & controle , Humanos , Vacinas contra COVID-19/imunologia , Vacinas contra COVID-19/economia , Vacinas contra COVID-19/genética , Microbiologia Industrial/métodos , Microbiologia Industrial/economia
10.
World J Microbiol Biotechnol ; 40(6): 196, 2024 May 09.
Artigo em Inglês | MEDLINE | ID: mdl-38722368

RESUMO

During the epoch of sustainable development, leveraging cellular systems for production of diverse chemicals via fermentation has garnered attention. Industrial fermentation, extending beyond strain efficiency and optimal conditions, necessitates a profound understanding of microorganism growth characteristics. Specific growth rate (SGR) is designated as a key variable due to its influence on cellular physiology, product synthesis rates and end-product quality. Despite its significance, the lack of real-time measurements and robust control systems hampers SGR control strategy implementation. The narrative in this contribution delves into the challenges associated with the SGR control and presents perspectives on various control strategies, integration of soft-sensors for real-time measurement and control of SGR. The discussion highlights practical and simple SGR control schemes, suggesting their seamless integration into industrial fermenters. Recommendations provided aim to propose new algorithms accommodating mechanistic and data-driven modelling for enhanced progress in industrial fermentation in the context of sustainable bioprocessing.


Assuntos
Técnicas de Cultura Celular por Lotes , Reatores Biológicos , Fermentação , Microbiologia Industrial , Reatores Biológicos/microbiologia , Microbiologia Industrial/métodos , Algoritmos , Bactérias/metabolismo , Bactérias/crescimento & desenvolvimento
11.
World J Microbiol Biotechnol ; 40(10): 292, 2024 Aug 08.
Artigo em Inglês | MEDLINE | ID: mdl-39112688

RESUMO

D-glucaric acid is an important organic acid with numerous applications in therapy, food, and materials, contributing significantly to its substantial market value. The biosynthesis of D-glucaric acid (GA) from renewable sources such as glucose has garnered significant attention due to its potential for sustainable and cost-effective production. This review summarizes the current understanding of the cell factories for GA production in different chassis strains, from static to dynamic control strategies for regulating their metabolic networks. We highlight recent advances in the optimization of D-glucaric acid biosynthesis, including metabolic dynamic control, alternative feedstocks, metabolic compartments, and so on. Additionally, we compare the differences between different chassis strains and discuss the challenges that each chassis strain must overcome to achieve highly efficient GA productions. In this review, the processes of engineering a desirable cell factory for highly efficient GA production are just like an epitome of metabolic engineering of strains for chemical biosynthesis, inferring general trends for industrial chassis strain developments.


Assuntos
Ácido Glucárico , Engenharia Metabólica , Redes e Vias Metabólicas , Engenharia Metabólica/métodos , Ácido Glucárico/metabolismo , Redes e Vias Metabólicas/genética , Glucose/metabolismo , Microbiologia Industrial/métodos
12.
World J Microbiol Biotechnol ; 40(7): 214, 2024 May 24.
Artigo em Inglês | MEDLINE | ID: mdl-38789837

RESUMO

Levan, a ß-(2,6)-linked fructose polymer, exhibits diverse properties that impart versatility, rendering it a highly sought-after biopolymer with various industrial applications. Levan can be produced by various microorganisms using sucrose, food industry byproducts and agricultural wastes. Microbial levan represents the most potent cost-effective process for commercial-scale levan production. This study reviews the optimization of levan production by understanding its biosynthesis, physicochemical properties and the fermentation process. In addition, genetic and protein engineering for its increased production and emerging methods for its detection are introduced and discussed. All of these comprehensive studies could serve as powerful tools to optimize levan production and broaden its applications across various industries.


Assuntos
Fermentação , Frutanos , Frutanos/biossíntese , Frutanos/metabolismo , Bactérias/metabolismo , Bactérias/genética , Engenharia de Proteínas/métodos , Sacarose/metabolismo , Hexosiltransferases/metabolismo , Hexosiltransferases/genética , Microbiologia Industrial/métodos
13.
World J Microbiol Biotechnol ; 40(11): 338, 2024 Oct 03.
Artigo em Inglês | MEDLINE | ID: mdl-39358620

RESUMO

Starch, a crucial raw material, has been extensively investigated for biotechnological applications. However, its application in γ-polyglutamic acid (γ-PGA) production remains unexplored. Based on γ-PGA output of Bacillus subtilis SCP010-1, a novel asynchronous saccharification and fermentation process for γ-PGA synthesis was implemented. The results revealed that a starch concentration of 20%, α-amylase dosage of 75 U/g, liquefaction temperature of 72℃, and γ-PGA yield of 36.31 g/L was achieved. At a glucoamylase dosage of 100 U/g, saccharification 38 h at 60℃, the yield of γ-PGA increased to 48.88 g/L. The contents of total sugar, glucose, maltose and oligosaccharide in saccharified liquid were determined. Through batch fermentation of saccharified liquid in fermentor, the γ-PGA output was elevated to 116.08 g/L. This study can offer a potential cost reduction of 40%, which can be a promising advancement in industrial γ-PGA production. Moreover, our approach can be applied in other starch-based fermentation industries.


Assuntos
Bacillus subtilis , Fermentação , Glucana 1,4-alfa-Glucosidase , Ácido Poliglutâmico , Amido , Zea mays , alfa-Amilases , Ácido Poliglutâmico/análogos & derivados , Ácido Poliglutâmico/biossíntese , Ácido Poliglutâmico/metabolismo , Amido/metabolismo , Bacillus subtilis/metabolismo , alfa-Amilases/metabolismo , Glucana 1,4-alfa-Glucosidase/metabolismo , Zea mays/metabolismo , Zea mays/química , Temperatura , Maltose/metabolismo , Glucose/metabolismo , Reatores Biológicos/microbiologia , Oligossacarídeos/metabolismo , Microbiologia Industrial/métodos
14.
BMC Microbiol ; 23(1): 309, 2023 10 26.
Artigo em Inglês | MEDLINE | ID: mdl-37884896

RESUMO

BACKGROUND: Stress-tolerant yeasts are highly desirable for cost-effective bioprocessing. Several strategies have been documented to develop robust yeasts, such as genetic and metabolic engineering, artificial selection, and natural selection strategies, among others. However, the significant drawbacks of such techniques have motivated the exploration of naturally occurring stress-tolerant yeasts. We previously explored the biodiversity of non-conventional dung beetle-associated yeasts from extremophilic and pristine environments in Botswana (Nwaefuna AE et.al., Yeast, 2023). Here, we assessed their tolerance to industrially relevant stressors individually, such as elevated concentrations of osmolytes, organic acids, ethanol, and oxidizing agents, as well as elevated temperatures. RESULTS: Our findings suggest that these dung beetle-associated yeasts tolerate various stresses comparable to those of the robust bioethanol yeast strain, Saccharomyces cerevisiae (Ethanol Red™). Fifty-six percent of the yeast isolates were tolerant of temperatures up to 42 °C, 12.4% of them could tolerate ethanol concentrations up to 9% (v/v), 43.2% of them were tolerant to formic acid concentrations up to 20 mM, 22.7% were tolerant to acetic acid concentrations up to 45 mM, 34.0% of them could tolerate hydrogen peroxide up to 7 mM, and 44.3% of the yeasts could tolerate osmotic stress up to 1.5 M. CONCLUSION: The ability to tolerate multiple stresses is a desirable trait in the selection of novel production strains for diverse biotechnological applications, such as bioethanol production. Our study shows that the exploration of natural diversity in the search for stress-tolerant yeasts is an appealing approach for the development of robust yeasts.


Assuntos
Saccharomyces cerevisiae , Leveduras , Saccharomyces cerevisiae/metabolismo , Leveduras/genética , Leveduras/metabolismo , Etanol/metabolismo , Pressão Osmótica , Temperatura , Microbiologia Industrial/métodos , Fermentação
15.
Microb Cell Fact ; 22(1): 64, 2023 Apr 04.
Artigo em Inglês | MEDLINE | ID: mdl-37016390

RESUMO

BACKGROUND: Icaritin is an aglycone of flavonoid glycosides from Herba Epimedii. It has good performance in the treatment of hepatocellular carcinoma in clinical trials. However, the natural icaritin content of Herba Epimedii is very low. At present, the icaritin is mainly prepared from flavonoid glycosides by α-L-rhamnosidases and ß-glucosidases in two-step catalysis process. However, one-pot icaritin production required reported enzymes to be immobilized or bifunctional enzymes to hydrolyze substrate with long reaction time, which caused complicated operations and high costs. To improve the production efficiency and reduce costs, we explored α-L-rhamnosidase SPRHA2 and ß-glucosidase PBGL to directly hydrolyze icariin to icaritin in one-pot, and developed the whole-cell catalytic method for efficient icaritin production. RESULTS: The SPRHA2 and PBGL were expressed in Escherichia coli, respectively. One-pot production of icaritin was achieved by co-catalysis of SPRHA2 and PBGL. Moreover, whole-cell catalysis was developed for icariin hydrolysis. The mixture of SPRHA2 cells and PBGL cells transformed 200 g/L icariin into 103.69 g/L icaritin (yield 95.23%) in 4 h in whole-cell catalysis under the optimized reaction conditions. In order to further increase the production efficiency and simplify operations, we also constructed recombinant E. coli strains that co-expressed SPRHA2 and PBGL. Crude icariin extracts were also efficiently hydrolyzed by the whole-cell catalytic system. CONCLUSIONS: Compared to previous reports on icaritin production, in this study, whole-cell catalysis showed higher production efficiency of icaritin. This study provides promising approach for industrial production of icaritin in the future.


Assuntos
Indústria Farmacêutica , Medicamentos de Ervas Chinesas , Flavonoides , Microbiologia Industrial , Catálise , Medicamentos de Ervas Chinesas/síntese química , Medicamentos de Ervas Chinesas/química , Medicamentos de Ervas Chinesas/metabolismo , Escherichia coli/genética , beta-Glucosidase/genética , beta-Glucosidase/metabolismo , Sphingomonadaceae/enzimologia , Sphingomonadaceae/genética , Paenibacillus/enzimologia , Paenibacillus/genética , Microbiologia Industrial/métodos , Indústria Farmacêutica/métodos , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , Flavonoides/biossíntese , Hidrólise
16.
Proc Natl Acad Sci U S A ; 117(3): 1404-1413, 2020 01 21.
Artigo em Inglês | MEDLINE | ID: mdl-31915296

RESUMO

Bio-based production technologies may complement or replace petroleum-based production of chemicals, but they face a number of technical challenges, including product toxicity and/or water insolubility. Plants and microorganisms naturally biosynthesize chemicals that often are converted into derivatives with reduced toxicity or enhanced solubility. Inspired by this principle, we propose a bioderivatization strategy for biotechnological chemicals production, defined as purposeful biochemical derivatization of intended target molecules. As proof of principle, the effects of hydrophobic (e.g., esterification) and hydrophilic (e.g., glycosylation) bioderivatization strategies on the biosynthesis of a relatively toxic and poorly soluble chemical, 1-octanol, were evaluated in Escherichia coli and Synechocystis sp. PCC 6803. The 1-octanol pathway was first optimized to reach product titers at which the host displayed symptoms of toxicity. Solvent overlay used to capture volatile products partially masked product toxicity. Regardless of whether solvent overlay was used, most strains with bioderivatization had a higher molar product titer and product yield, as well as improved cellular growth and glucose consumption, compared with strains without bioderivatization. The positive effect on bioproduction was observed with both the hydrophobic and hydrophilic strategies. Interestingly, in several combinations of genotype/induction strength, bioderivatization had a positive effect on productivity without any apparent effect on growth. We attribute this to enhanced product solubility in the aqueous or solvent fraction of the bioreactor liquid phase (depending on the derivative and medium used), with consequent enhanced product removal. Overall, under most conditions, a benefit of bioproduction was observed, and the bioderivatization strategy could be considered for other similar chemicals as well.


Assuntos
1-Octanol/metabolismo , Microbiologia Industrial/métodos , Biodegradação Ambiental , Escherichia coli/crescimento & desenvolvimento , Escherichia coli/metabolismo , Synechocystis/crescimento & desenvolvimento , Synechocystis/metabolismo
17.
Proc Natl Acad Sci U S A ; 117(50): 31789-31799, 2020 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-33268495

RESUMO

Current approaches for the production of high-value compounds in microorganisms mostly use the cytosol as a general reaction vessel. However, competing pathways and metabolic cross-talk frequently prevent efficient synthesis of target compounds in the cytosol. Eukaryotic cells control the complexity of their metabolism by harnessing organelles to insulate biochemical pathways. Inspired by this concept, herein we transform yeast peroxisomes into microfactories for geranyl diphosphate-derived compounds, focusing on monoterpenoids, monoterpene indole alkaloids, and cannabinoids. We introduce a complete mevalonate pathway in the peroxisome to convert acetyl-CoA to several commercially important monoterpenes and achieve up to 125-fold increase over cytosolic production. Furthermore, peroxisomal production improves subsequent decoration by cytochrome P450s, supporting efficient conversion of (S)-(-)-limonene to the menthol precursor trans-isopiperitenol. We also establish synthesis of 8-hydroxygeraniol, the precursor of monoterpene indole alkaloids, and cannabigerolic acid, the cannabinoid precursor. Our findings establish peroxisomal engineering as an efficient strategy for the production of isoprenoids.


Assuntos
Engenharia Metabólica/métodos , Peroxissomos/metabolismo , Saccharomyces cerevisiae/metabolismo , Terpenos/metabolismo , Aldose-Cetose Isomerases/genética , Aldose-Cetose Isomerases/metabolismo , Difosfatos/metabolismo , Diterpenos/metabolismo , Microbiologia Industrial/métodos , Liases Intramoleculares/genética , Liases Intramoleculares/metabolismo , Redes e Vias Metabólicas/genética , Ácido Mevalônico/metabolismo , Peroxissomos/genética , Proteínas de Plantas/genética , Proteínas de Plantas/metabolismo , Saccharomyces cerevisiae/citologia , Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/metabolismo , Biologia Sintética/métodos
18.
Nat Chem Biol ; 16(2): 113-121, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-31974527

RESUMO

Microbial chemical production is a rapidly growing industry, with much of the growth fueled by advances in synthetic biology. New approaches have enabled rapid strain engineering for the production of various compounds; however, translation to industry is often problematic because native phenotypes of model hosts prevent the design of new low-cost bioprocesses. Here, we argue for a new approach that leverages the native stress-tolerant phenotypes of non-conventional microbes that directly address design challenges from the outset. Growth at high temperature, high salt and solvent concentrations, and low pH can enable cost savings by reducing the energy required for product separation, bioreactor cooling, and maintaining sterile conditions. These phenotypes have the added benefit of allowing for the use of low-cost sugar and water resources. Non-conventional hosts are needed because these phenotypes are polygenic and thus far have proven difficult to recapitulate in the common hosts Escherichia coli and Saccharomyces cerevisiae.


Assuntos
Bactérias/metabolismo , Fungos/metabolismo , Microbiologia Industrial/métodos , Bactérias/genética , Fungos/genética , Engenharia Genética , Concentração de Íons de Hidrogênio , Microbiologia Industrial/economia , Engenharia Metabólica , Microrganismos Geneticamente Modificados/fisiologia , Pressão Osmótica , Fenótipo , Solventes , Estresse Fisiológico
19.
PLoS Comput Biol ; 17(6): e1009093, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-34129600

RESUMO

Microbial communities have become a major research focus due to their importance for biogeochemical cycles, biomedicine and biotechnological applications. While some biotechnological applications, such as anaerobic digestion, make use of naturally arising microbial communities, the rational design of microbial consortia for bio-based production processes has recently gained much interest. One class of synthetic microbial consortia is based on specifically designed strains of one species. A common design principle for these consortia is based on division of labor, where the entire production pathway is divided between the different strains to reduce the metabolic burden caused by product synthesis. We first show that classical division of labor does not automatically reduce the metabolic burden when metabolic flux per biomass is analyzed. We then present ASTHERISC (Algorithmic Search of THERmodynamic advantages in Single-species Communities), a new computational approach for designing multi-strain communities of a single-species with the aim to divide a production pathway between different strains such that the thermodynamic driving force for product synthesis is maximized. ASTHERISC exploits the fact that compartmentalization of segments of a product pathway in different strains can circumvent thermodynamic bottlenecks arising when operation of one reaction requires a metabolite with high and operation of another reaction the same metabolite with low concentration. We implemented the ASTHERISC algorithm in a dedicated program package and applied it on E. coli core and genome-scale models with different settings, for example, regarding number of strains or demanded product yield. These calculations showed that, for each scenario, many target metabolites (products) exist where a multi-strain community can provide a thermodynamic advantage compared to a single strain solution. In some cases, a production with sufficiently high yield is thermodynamically only feasible with a community. In summary, the developed ASTHERISC approach provides a promising new principle for designing microbial communities for the bio-based production of chemicals.


Assuntos
Algoritmos , Biotecnologia/métodos , Microbiologia Industrial/métodos , Microbiota/fisiologia , Biomassa , Técnicas de Química Sintética/métodos , Biologia Computacional , Escherichia coli/genética , Escherichia coli/metabolismo , Redes e Vias Metabólicas , Modelos Biológicos , Software , Especificidade da Espécie , Fosfatos Açúcares/biossíntese , Biologia Sintética/métodos , Termodinâmica
20.
Biochem J ; 478(20): 3685-3721, 2021 10 29.
Artigo em Inglês | MEDLINE | ID: mdl-34673920

RESUMO

Optimising the function of a protein of length N amino acids by directed evolution involves navigating a 'search space' of possible sequences of some 20N. Optimising the expression levels of P proteins that materially affect host performance, each of which might also take 20 (logarithmically spaced) values, implies a similar search space of 20P. In this combinatorial sense, then, the problems of directed protein evolution and of host engineering are broadly equivalent. In practice, however, they have different means for avoiding the inevitable difficulties of implementation. The spare capacity exhibited in metabolic networks implies that host engineering may admit substantial increases in flux to targets of interest. Thus, we rehearse the relevant issues for those wishing to understand and exploit those modern genome-wide host engineering tools and thinking that have been designed and developed to optimise fluxes towards desirable products in biotechnological processes, with a focus on microbial systems. The aim throughput is 'making such biology predictable'. Strategies have been aimed at both transcription and translation, especially for regulatory processes that can affect multiple targets. However, because there is a limit on how much protein a cell can produce, increasing kcat in selected targets may be a better strategy than increasing protein expression levels for optimal host engineering.


Assuntos
Proteínas de Bactérias/genética , Evolução Molecular Direcionada/métodos , Proteínas Fúngicas/genética , Engenharia Metabólica/métodos , Engenharia de Proteínas/métodos , Proteínas de Bactérias/metabolismo , Biotecnologia/métodos , Epistasia Genética , Proteínas Fúngicas/metabolismo , Estudos de Associação Genética , Genoma Bacteriano , Genoma Fúngico , Microbiologia Industrial/métodos , Redes e Vias Metabólicas/genética , Metabolômica/métodos , Biossíntese de Proteínas , Proteômica/métodos , Transcrição Gênica
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