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1.
ACS Synth Biol ; 13(1): 141-156, 2024 Jan 19.
Article in English | MEDLINE | ID: mdl-38084917

ABSTRACT

The variability in phenotypic outcomes among biological replicates in engineered microbial factories presents a captivating mystery. Establishing the association between phenotypic variability and genetic drivers is important to solve this intricate puzzle. We applied a previously developed auxin-inducible depletion of hexokinase 2 as a metabolic engineering strategy for improved nerolidol production in Saccharomyces cerevisiae, and biological replicates exhibit a dichotomy in nerolidol production of either 3.5 or 2.5 g L-1 nerolidol. Harnessing Oxford Nanopore's long-read genomic sequencing, we reveal a potential genetic cause─the chromosome integration of a 2µ sequence-based yeast episomal plasmid, encoding the expression cassettes for nerolidol synthetic enzymes. This finding was reinforced through chromosome integration revalidation, engineering nerolidol and valencene production strains, and generating a diverse pool of yeast clones, each uniquely fingerprinted by gene copy numbers, plasmid integrations, other genomic rearrangements, protein expression levels, growth rate, and target product productivities. Τhe best clone in two strains produced 3.5 g L-1 nerolidol and ∼0.96 g L-1 valencene. Comparable genotypic and phenotypic variations were also generated through the integration of a yeast integrative plasmid lacking 2µ sequences. Our work shows that multiple factors, including plasmid integration status, subchromosomal location, gene copy number, sesquiterpene synthase expression level, and genome rearrangement, together play a complicated determinant role on the productivities of sesquiterpene product. Integration of yeast episomal/integrative plasmids may be used as a versatile method for increasing the diversity and optimizing the efficiency of yeast cell factories, thereby uncovering metabolic control mechanisms.


Subject(s)
Saccharomyces cerevisiae , Sesquiterpenes , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Plasmids/genetics , Sesquiterpenes/metabolism , Metabolic Engineering/methods
2.
Adv Sci (Weinh) ; 10(32): e2303415, 2023 11.
Article in English | MEDLINE | ID: mdl-37750486

ABSTRACT

Enzyme spatial organization is an evolved mechanism for facilitating multi-step biocatalysis and can play an important role in the regulation of promiscuous enzymes. The latter function suggests that artificial spatial organization can be an untapped avenue for controlling the specificity of bioengineered metabolic pathways. A promiscuous terpene synthase (nerolidol synthase) is co-localized and spatially organized with the preceding enzyme (farnesyl diphosphate synthase) in a heterologous production pathway, via translational protein fusion and/or co-encapsulation in a self-assembling protein cage. Spatial organization enhances nerolidol production by ≈11- to ≈62-fold relative to unorganized enzymes. More interestingly, striking differences in the ratio of end products (nerolidol and linalool) are observed with each spatial organization approach. This demonstrates that artificial spatial organization approaches can be harnessed to modulate the product profiles of promiscuous enzymes in engineered pathways in vivo. This extends the application of spatial organization beyond situations where multiple enzymes compete for a single substrate to cases where there is competition among multiple substrates for a single enzyme.


Subject(s)
Sesquiterpenes , Sesquiterpenes/metabolism , Metabolic Networks and Pathways
3.
Biotechnol Bioeng ; 120(11): 3276-3287, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37489850

ABSTRACT

Pichia pastoris (Komagataella phaffii) is a fast-growing methylotrophic yeast with the ability to assimilate several carbon sources such as methanol, glucose, or glycerol. It has been shown to have outstanding secretion capability with a variety of heterologous proteins. In previous studies, we engineered P. pastoris to co-express Escherichia coli AppA phytase and the HAC1 transcriptional activator using a bidirectional promoter. Phytase production was characterized in shake flasks and did not reflect industrial conditions. In the present study, phytase expression was explored and optimized using instrumented fermenters in continuous and fed-batch modes. First, the production of phytase was investigated under glucose de-repression in continuous culture at three dilution factors, 0.5 d-1 , 1 d-1 , and 1.5 d-1 . The fermenter parameters of these cultures were used to inform a kinetic model in batch and fed-batch modes for growth and phytase production. The kinetic model developed aided to design the glucose-feeding profile of a fed-batch culture. Kinetic model simulations under glucose de-repression and fed-batch conditions identified optimal phytase productivity at the specific growth rate of 0.041 h-1 . Validation of the model simulation with experimental data confirmed the feasibility of the model to predict phytase production in our newly engineered strain. Methanol was used only to induce the expression of phytase at high cell densities. Our results showed that high phytase production required two stages, the first stage used glucose under de-repression conditions to generate biomass while expressing phytase, and stage two used methanol to induce phytase expression. The production of phytase was improved 3.5-fold by methanol induction compared to the expression with glucose alone under de-repression conditions to a final phytase activity of 12.65 MU/L. This final volumetric phytase production represented an approximate 36-fold change compared to the flask fermentations. Finally, the phytase protein produced was assayed to confirm its molecular weight, and pH and temperature profiles. This study highlights the importance of optimizing protein production in P. pastoris when using novel promoters and presents a general approach to performing bioprocess optimization in this important production host.

4.
Metab Eng ; 77: 143-151, 2023 05.
Article in English | MEDLINE | ID: mdl-36990382

ABSTRACT

The end-to-end fusion of enzymes that catalyse successive steps in a reaction pathway is a metabolic engineering strategy that has been successfully applied in a variety of pathways and is particularly common in terpene bioproduction. Despite its popularity, limited work has been done to interrogate the mechanism of metabolic enhancement from enzyme fusion. We observed a remarkable >110-fold improvement in nerolidol production upon translational fusion of nerolidol synthase (a sesquiterpene synthase) to farnesyl diphosphate synthase. This delivered a titre increase from 29.6 mg/L up to 4.2 g/L nerolidol in a single engineering step. Whole-cell proteomic analysis revealed that nerolidol synthase levels in the fusion strains were greatly elevated compared to the non-fusion control. Similarly, the fusion of nerolidol synthase to non-catalytic domains also produced comparable increases in titre, which coincided with improved enzyme expression. When farnesyl diphosphate synthase was fused to other terpene synthases, we observed more modest improvements in terpene titre (1.9- and 3.8-fold), corresponding with increases of a similar magnitude in terpene synthase levels. Our data demonstrate that increased in vivo enzyme levels - resulting from improved expression and/or improved protein stability - is a major driver of catalytic enhancement from enzyme fusion.


Subject(s)
Alkyl and Aryl Transferases , Sesquiterpenes , Geranyltranstransferase/genetics , Proteomics , Sesquiterpenes/metabolism , Alkyl and Aryl Transferases/genetics , Terpenes
5.
Methods Enzymol ; 670: 235-284, 2022.
Article in English | MEDLINE | ID: mdl-35871838

ABSTRACT

Isoprenoids, also known as terpenes or terpenoids, are a very large and diverse group of natural compounds. These compounds fulfil a myriad of critical roles in biology as well as having a wide range of industrial uses. Isoprenoids are produced via two chemically distinct metabolic pathways, the mevalonate (MVA) pathway and the methylerythritol phosphate (MEP) pathway. Downstream of these two pathways is the shared prenyl phosphate pathway. Because of their importance in both basic physiology and industrial biotechnology, extraction, identification, and quantification of isoprenoid pathway intermediates is an important protocol. Here we describe methods for extraction and analysis of intracellular metabolites from the MVA, MEP, and prenyl phosphate pathways for five key model microbes: the yeast Saccharomyces cerevisiae, the bacterium Escherichia coli, the diatom Phaeodactylum tricornutum, the green algae Chlamydomonas reinhardtii, and the cyanobacterium Synechocystis sp. PCC 6803. These methods also detect several central carbon intermediates. These protocols will likely work effectively, or be readily adaptable, to a variety of related microorganisms and metabolic pathways.


Subject(s)
Cyanobacteria , Terpenes , Cyanobacteria/metabolism , Escherichia coli/metabolism , Eukaryota/metabolism , Mevalonic Acid/metabolism , Phosphates/metabolism , Terpenes/metabolism
6.
Nat Commun ; 13(1): 2895, 2022 05 24.
Article in English | MEDLINE | ID: mdl-35610221

ABSTRACT

Bottlenecks in metabolic pathways due to insufficient gene expression levels remain a significant problem for industrial bioproduction using microbial cell factories. Increasing gene dosage can overcome these bottlenecks, but current approaches suffer from numerous drawbacks. Here, we describe HapAmp, a method that uses haploinsufficiency as evolutionary force to drive in vivo gene amplification. HapAmp enables efficient, titratable, and stable integration of heterologous gene copies, delivering up to 47 copies onto the yeast genome. The method is exemplified in metabolic engineering to significantly improve production of the sesquiterpene nerolidol, the monoterpene limonene, and the tetraterpene lycopene. Limonene titre is improved by 20-fold in a single engineering step, delivering ∼1 g L-1 in the flask cultivation. We also show a significant increase in heterologous protein production in yeast. HapAmp is an efficient approach to unlock metabolic bottlenecks rapidly for development of microbial cell factories.


Subject(s)
Saccharomyces cerevisiae Proteins , Saccharomyces cerevisiae , Gene Amplification , Limonene/metabolism , Metabolic Engineering/methods , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism
7.
Commun Biol ; 5(1): 135, 2022 02 16.
Article in English | MEDLINE | ID: mdl-35173283

ABSTRACT

Temporal control of heterologous pathway expression is critical to achieve optimal efficiency in microbial metabolic engineering. The broadly-used GAL promoter system for engineered yeast (Saccharomyces cerevisiae) suffers from several drawbacks; specifically, unintended induction during laboratory development, and unintended repression in industrial production applications, which decreases overall production capacity. Eukaryotic synthetic circuits have not been well examined to address these problems. Here, we explore a modularised engineering method to deploy new genetic circuits applicable for expanding the control of GAL promoter-driven heterologous pathways in S. cerevisiae. Trans- and cis- modules, including eukaryotic trans-activating-and-repressing mechanisms, were characterised to provide new and better tools for circuit design. A eukaryote-like tetracycline-mediated circuit that delivers stringent repression was engineered to minimise metabolic burden during strain development and maintenance. This was combined with a novel 37 °C induction circuit to relief glucose-mediated repression on the GAL promoter during the bioprocess. This delivered a 44% increase in production of the terpenoid nerolidol, to 2.54 g L-1 in flask cultivation. These negative/positive transcriptional regulatory circuits expand global strategies of metabolic control to facilitate laboratory maintenance and for industry applications.


Subject(s)
Saccharomyces cerevisiae Proteins , Saccharomyces cerevisiae , Metabolic Engineering , Promoter Regions, Genetic , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism , Terpenes/metabolism
8.
Microb Biotechnol ; 14(6): 2627-2642, 2021 11.
Article in English | MEDLINE | ID: mdl-34499421

ABSTRACT

The yeast Saccharomyces cerevisiae uses the pyruvate dehydrogenase-bypass for acetyl-CoA biosynthesis. This relatively inefficient pathway limits production potential for acetyl-CoA-derived biochemical due to carbon loss and the cost of two high-energy phosphate bonds per molecule of acetyl-CoA. Here, we attempted to improve acetyl-CoA production efficiency by introducing heterologous acetylating aldehyde dehydrogenase and phosphoketolase pathways for acetyl-CoA synthesis to enhance production of the sesquiterpene trans-nerolidol. In addition, we introduced auxin-mediated degradation of the glucose-dependent repressor Mig1p to allow induced expression of GAL promoters on glucose so that production potential on glucose could be examined. The novel genes that we used to reconstruct the heterologous acetyl-CoA pathways did not sufficiently complement the loss of endogenous acetyl-CoA pathways, indicating that superior heterologous enzymes are necessary to establish fully functional synthetic acetyl-CoA pathways and properly explore their potential for nerolidol synthesis. Notwithstanding this, nerolidol production was improved twofold to a titre of ˜ 900 mg l-1 in flask cultivation using a combination of heterologous acetyl-CoA pathways and Mig1p degradation. Conditional Mig1p depletion is presented as a valuable strategy to improve the productivities in the strains engineered with GAL promoters-controlled pathways when growing on glucose.


Subject(s)
Saccharomyces cerevisiae , Sesquiterpenes , Acetyl Coenzyme A , Indoleacetic Acids , Metabolic Engineering , Saccharomyces cerevisiae/genetics
9.
Nat Commun ; 12(1): 1051, 2021 02 16.
Article in English | MEDLINE | ID: mdl-33594068

ABSTRACT

In metabolic engineering, loss-of-function experiments are used to understand and optimise metabolism. A conditional gene inactivation tool is required when gene deletion is lethal or detrimental to growth. Here, we exploit auxin-inducible protein degradation as a metabolic engineering approach in yeast. We demonstrate its effectiveness using terpenoid production. First, we target an essential prenyl-pyrophosphate metabolism protein, farnesyl pyrophosphate synthase (Erg20p). Degradation successfully redirects metabolic flux toward monoterpene (C10) production. Second, depleting hexokinase-2, a key protein in glucose signalling transduction, lifts glucose repression and boosts production of sesquiterpene (C15) nerolidol to 3.5 g L-1 in flask cultivation. Third, depleting acetyl-CoA carboxylase (Acc1p), another essential protein, delivers growth arrest without diminishing production capacity in nerolidol-producing yeast, providing a strategy to decouple growth and production. These studies demonstrate auxin-mediated protein degradation as an advanced tool for metabolic engineering. It also has potential for broader metabolic perturbation studies to better understand metabolism.


Subject(s)
Indoleacetic Acids/pharmacology , Metabolic Engineering , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/metabolism , Terpenes/metabolism , Bacterial Proteins/metabolism , Cell Cycle Checkpoints/drug effects , Coenzyme A Ligases/metabolism , Glucose/metabolism , Hexokinase/metabolism , Limonene/metabolism , Metabolic Flux Analysis , Polyisoprenyl Phosphates/metabolism , Proteolysis/drug effects , Saccharomyces cerevisiae/cytology , Saccharomyces cerevisiae/drug effects , Saccharomyces cerevisiae/growth & development , Sesquiterpenes/metabolism
10.
Bioprocess Biosyst Eng ; 42(5): 883-896, 2019 May.
Article in English | MEDLINE | ID: mdl-30820665

ABSTRACT

Industrial production of lignocellulosic ethanol requires a microorganism utilizing both hexose and pentose, and tolerating inhibitors. In this study, a hydrolysate-cofermenting Saccharomyces cerevisiae strain was obtained through one step in vivo DNA assembly of pentose-metabolizing pathway genes, followed by consecutive adaptive evolution in pentose media containing acetic acid, and direct screening in biomass hydrolysate media. The strain was able to coferment glucose and xylose in synthetic media with the respective maximal specific rates of glucose and xylose consumption, and ethanol production of 3.47, 0.38 and 1.62 g/g DW/h, with an ethanol titre of 41.07 g/L and yield of 0.42 g/g. Industrial wheat straw hydrolysate fermentation resulted in maximal specific rates of glucose and xylose consumption, and ethanol production of 2.61, 0.54 and 1.38 g/g DW/h, respectively, with an ethanol titre of 54.11 g/L and yield of 0.44 g/g. These are among the best for wheat straw hydrolysate fermentation through separate hydrolysis and cofermentation.


Subject(s)
Biomass , Ethanol/metabolism , Lignin , Saccharomyces cerevisiae/metabolism , Triticum/chemistry , Glucose/chemistry , Glucose/metabolism , Hydrolysis , Lignin/chemistry , Lignin/pharmacology , Xylose/chemistry , Xylose/metabolism
11.
Metab Eng ; 47: 83-93, 2018 05.
Article in English | MEDLINE | ID: mdl-29471044

ABSTRACT

Monoterpene production in Saccharomyces cerevisae requires the introduction of heterologous monoterpene synthases (MTSs). The endogenous farnesyl pyrosphosphate synthase (FPPS; Erg20p) competes with MTSs for the precursor geranyl pyrophosphate (GPP), which limits the production of monoterpenes. ERG20 is an essential gene that cannot be deleted and transcriptional down-regulation of ERG20 has failed to improve monoterpene production. Here, we investigated an N-degron-dependent protein degradation strategy to down-regulate Erg20p activity. Degron tagging decreased GFP protein half-life drastically to 1 h (degron K3K15) or 15 min (degrons KN113 and KN119). Degron tagging of ERG20 was therefore paired with a sterol responsive promoter to ensure sufficient metabolic flux to essential downstream sterols despite the severe destabilisation effect of degron tagging. A dual monoterpene/sesquiterpene (linalool/nerolidol) synthase, AcNES1, was used as a reporter of intracellular GPP and FPP production. Transcription of the synthetic pathway was controlled by either constitutive or diauxie-inducible promoters. A combination of degron K3K15 and the ERG1 promoter increased linalool titre by 27-fold to 11 mg L-1 in the strain with constitutive promoter constructs, and by 17-fold to 18 mg L-1 in the strain with diauxie-inducible promoter constructs. The sesquiterpene nerolidol remained the major product in both strains. The same strategies were applied to construct a limonene-producing strain, which produced 76 mg L-1 in batch cultivation. The FPPS regulation method developed here successfully redirected metabolic flux toward monoterpene production. Examination of growth defects in various strains suggested that the intracellular FPP concentration had a significant effect on growth rate. Further strategies are required to balance intracellular production of FPP and GPP so as to maximise monoterpene production without impacting on cellular growth.


Subject(s)
Geranyltranstransferase , Metabolic Engineering , Monoterpenes/metabolism , Proteolysis , Saccharomyces cerevisiae Proteins , Saccharomyces cerevisiae , Geranyltranstransferase/genetics , Geranyltranstransferase/metabolism , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism
12.
ACS Synth Biol ; 7(2): 748-751, 2018 02 16.
Article in English | MEDLINE | ID: mdl-29301066

ABSTRACT

The GAL promoters are applied in metabolic engineering and synthetic biology to control gene expression in the budding yeast Saccharomyces cerevisiae. In gal80Δ background strains, they show diauxie-inducible expression, a feature beneficial in metabolic pathway optimization. However, only a limited number of GAL promoters have been characterized and are available for engineering purposes. Multiple uses of the same promoters can result in genetic instability in engineered strains due to homologous recombination. Here, 11 GAL1/2 promoters from other Saccharomyces species were isolated and characterized in S. cerevisiae. They exhibited diauxie-inducible expression patterns with low strength in exponential growth phase and induction in the ethanol growth phase. These promoters represent an expansion to the collection of GAL promoters available for genetic engineering in S. cerevisiae, including an increased diversity of expression levels. This provides the capacity for increased numbers of genetic manipulations with a lower risk of genetic instability.


Subject(s)
Galactokinase/genetics , Gene Expression , Monosaccharide Transport Proteins/genetics , Promoter Regions, Genetic , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae/genetics
13.
Curr Opin Chem Biol ; 40: 47-56, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28623722

ABSTRACT

Isoprenoids (terpenes/terpenoids) have many useful industrial applications, but are often not produced at industrially viable level in their natural sources. Synthetic biology approaches have been used extensively to reconstruct metabolic pathways in tractable microbial hosts such as yeast and re-engineer pathways and networks to increase yields. Here we review recent advances in this field, focusing on central carbon metabolism engineering to increase precursor supply, re-directing carbon flux for production of C10, C15, or C20 isoprenoids, and chemical decoration of high value diterpenoids (C20). We also overview other novel synthetic biology strategies that have potential utility in yeast isoprenoid pathway engineering. Finally, we address the question of what is required in the future to move the field forwards.


Subject(s)
Industrial Microbiology/methods , Metabolic Engineering/methods , Saccharomyces cerevisiae/metabolism , Synthetic Biology/methods , Terpenes/metabolism , Carbon/metabolism , Metabolic Networks and Pathways , Saccharomyces cerevisiae/chemistry , Saccharomyces cerevisiae/genetics , Terpenes/chemistry
14.
Biotechnol Biofuels ; 10: 43, 2017.
Article in English | MEDLINE | ID: mdl-28239415

ABSTRACT

BACKGROUND: Assembly of heterologous metabolic pathways is commonly required to generate microbial cell factories for industrial production of both commodity chemicals (including biofuels) and high-value chemicals. Promoter-mediated transcriptional regulation coordinates the expression of the individual components of these heterologous pathways. Expression patterns vary during culture as conditions change, and this can influence yeast physiology and productivity in both positive and negative ways. Well-characterized strategies are required for matching transcriptional regulation with desired output across changing culture conditions. RESULTS: Here, constitutive and inducible regulatory mechanisms were examined to optimize synthetic isoprenoid metabolic pathway modules for production of trans-nerolidol, an acyclic sesquiterpene alcohol, in yeast. The choice of regulatory system significantly affected physiological features (growth and productivity) over batch cultivation. Use of constitutive promoters resulted in poor growth during the exponential phase. Delaying expression of the assembled metabolic modules using the copper-inducible CUP1 promoter resulted in a 1.6-fold increase in the exponential-phase growth rate and a twofold increase in productivity in the post-exponential phase. However, repeated use of the CUP1 promoter in multiple expression cassettes resulted in genetic instability. A diauxie-inducible expression system, based on an engineered GAL regulatory circuit and a set of four different GAL promoters, was characterized and employed to assemble nerolidol synthetic metabolic modules. Nerolidol production was further improved by 60% to 392 mg L-1 using this approach. Various carbon source systems were investigated in batch/fed-batch cultivation to regulate induction through the GAL system; final nerolidol titres of 4-5.5 g L-1 were achieved, depending on the conditions. CONCLUSION: Direct comparison of different transcriptional regulatory mechanisms clearly demonstrated that coupling the output strength to the fermentation stage is important to optimize the growth fitness and overall productivities of engineered cells in industrially relevant processes. Applying different well-characterized promoters with the same induction behaviour mitigates against the risks of homologous sequence-mediated genetic instability. Using these approaches, we significantly improved sesquiterpene production in yeast.

15.
Metab Eng ; 39: 209-219, 2017 01.
Article in English | MEDLINE | ID: mdl-27939849

ABSTRACT

Sesquiterpenes are C15 isoprenoids with utility as fragrances, flavours, pharmaceuticals, and potential biofuels. Microbial fermentation is being examined as a competitive approach for bulk production of these compounds. Competition for carbon allocation between synthesis of endogenous sterols and production of the introduced sesquiterpene limits yields. Achieving balance between endogenous sterols and heterologous sesquiterpenes is therefore required to achieve economical yields. In the current study, the yeast Saccharomyces cerevisiae was used to produce the acyclic sesquiterpene alcohol, trans-nerolidol. Nerolidol production was first improved by enhancing the upstream mevalonate pathway for the synthesis of the precursor farnesyl pyrophosphate (FPP). However, excess FPP was partially directed towards squalene by squalene synthase (Erg9p), resulting in squalene accumulation to 1% biomass; moreover, the specific growth rate declined. In order to re-direct carbon away from sterol production and towards the desired heterologous sesquiterpene, a novel protein destabilisation approach was developed for Erg9p. It was shown that Erg9p is located on endoplasmic reticulum and lipid droplets through a C-terminal ER-targeted transmembrane peptide. A PEST (rich in Pro, Glu/Asp, Ser, and Thr) sequence-dependent endoplasmic reticulum-associated protein degradation (ERAD) mechanism was established to decrease cellular levels of Erg9p without relying on inducers, repressors or specific repressing conditions. This improved nerolidol titre by 86% to ~100mgL-1. In this strain, squalene levels were similar to the wild-type control strain, and downstream ergosterol levels were slightly decreased relative to the control, indicating redirection of carbon away from sterols and towards sesquiterpene production. There was no negative effect on cell growth under these conditions. Protein degradation is an efficient mechanism to control carbon allocation at flux-competing nodes in metabolic engineering applications. This study demonstrates that an engineered ERAD mechanism can be used to balance flux competition between the endogenous sterol pathway and an introduced bio-product pathways at the FPP node. The approach of protein degradation in general might be more widely applied to improve metabolic engineering outcomes.


Subject(s)
Farnesyl-Diphosphate Farnesyltransferase/metabolism , Genetic Enhancement/methods , Metabolic Engineering/methods , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/physiology , Sesquiterpenes/metabolism , Biosynthetic Pathways/physiology , Enzyme Activation , Farnesyl-Diphosphate Farnesyltransferase/genetics , Metabolic Networks and Pathways/physiology , Polyisoprenyl Phosphates/metabolism , Saccharomyces cerevisiae Proteins/genetics , Sesquiterpenes/isolation & purification
16.
Metab Eng Commun ; 3: 142-152, 2016 Dec.
Article in English | MEDLINE | ID: mdl-29468120

ABSTRACT

The growth characteristics and underlying metabolism of microbial production hosts are critical to the productivity of metabolically engineered pathways. Production in parallel with growth often leads to biomass/bio-product competition for carbon. The growth arrest phenotype associated with the Saccharomyces cerevisiae pheromone-response is potentially an attractive production phase because it offers the possibility of decoupling production from population growth. However, little is known about the metabolic phenotype associated with the pheromone-response, which has not been tested for suitability as a production phase. Analysis of extracellular metabolite fluxes, available transcriptomic data, and heterologous compound production (para-hydroxybenzoic acid) demonstrate that a highly active and distinct metabolism underlies the pheromone-response. These results indicate that the pheromone-response is a suitable production phase, and that it may be useful for informing synthetic biology design principles for engineering productive stationary phase phenotypes.

17.
Microb Cell Fact ; 14: 91, 2015 Jun 26.
Article in English | MEDLINE | ID: mdl-26112740

ABSTRACT

BACKGROUND: Predictable control of gene expression is necessary for the rational design and optimization of cell factories. In the yeast Saccharomyces cerevisiae, the promoter is one of the most important tools available for controlling gene expression. However, the complex expression patterns of yeast promoters have not been fully characterised and compared on different carbon sources (glucose, sucrose, galactose and ethanol) and across the diauxic shift in glucose batch cultivation. These conditions are of importance to yeast cell factory design because they are commonly used and encountered in industrial processes. Here, the activities of a series of "constitutive" and inducible promoters were characterised in single cells throughout the fermentation using green fluorescent protein (GFP) as a reporter. RESULTS: The "constitutive" promoters, including glycolytic promoters, transcription elongation factor promoters and ribosomal promoters, differed in their response patterns to different carbon sources; however, in glucose batch cultivation, expression driven by these promoters decreased sharply as glucose was depleted and cells moved towards the diauxic shift. Promoters induced at low-glucose levels (P(HXT7), P(SSA1) and P(ADH2)) varied in induction strength on non-glucose carbon sources (sucrose, galactose and ethanol); in contrast to the "constitutive" promoters, GFP expression increased as glucose decreased and cells moved towards the diauxic shift. While lower than several "constitutive" promoters during the exponential phase, expression from the SSA1 promoter was higher in the post-diauxic phase than the commonly-used TEF1 promoter. The galactose-inducible GAL1 promoter provided the highest GFP expression on galactose, and the copper-inducible CUP1 promoter provided the highest induced GFP expression following the diauxic shift. CONCLUSIONS: The data provides a foundation for predictable and optimised control of gene expression levels on different carbon sources and throughout batch fermentation, including during and after the diauxic shift. This information can be applied for designing expression approaches to improve yields, rates and titres in yeast cell factories.


Subject(s)
Carbon/metabolism , Gene Expression Regulation, Fungal/genetics , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae/metabolism , Fermentation
18.
Microb Cell Fact ; 14: 70, 2015 May 17.
Article in English | MEDLINE | ID: mdl-25981595

ABSTRACT

BACKGROUND: Xylose isomerase (XI) catalyzes the conversion of xylose to xylulose, which is the key step for anaerobic ethanolic fermentation of xylose. Very few bacterial XIs can function actively in Saccharomyces cerevisiae. Here, we illustrate a group of XIs that would function for xylose fermentation in S. cerevisiae through phylogenetic analysis, recombinant yeast strain construction, and xylose fermentation. RESULTS: Phylogenetic analysis of deposited XI sequences showed that XI evolutionary relationship was highly consistent with the bacterial taxonomic orders and quite a few functional XIs in S. cerevisiae were clustered with XIs from mammal gut Bacteroidetes group. An XI from Bacteroides valgutus in this cluster was actively expressed in S. cerevisiae with an activity comparable to the fungal XI from Piromyces sp. Two XI genes were isolated from the environmental metagenome and they were clustered with XIs from environmental Bacteroidetes group. These two XIs could not be expressed in yeast with activity. With the XI from B. valgutus expressed in S. cerevisiae, background yeast strains were optimized by pentose metabolizing pathway enhancement and adaptive evolution in xylose medium. Afterwards, more XIs from the mammal gut Bacteroidetes group, including those from B. vulgatus, Tannerella sp. 6_1_58FAA_CT1, Paraprevotella xylaniphila and Alistipes sp. HGB5, were individually transformed into S. cerevisiae. The known functional XI from Orpinomyces sp. ukk1, a mammal gut fungus, was used as the control. All the resulting recombinant yeast strains were able to ferment xylose. The respiration-deficient strains harboring B. vulgatus and Alistipes sp. HGB5 XI genes respectively obtained specific xylose consumption rate of 0.662 and 0.704 g xylose gcdw(-1) h(-1), and ethanol specific productivity of 0.277 and 0.283 g ethanol gcdw(-1) h(-1), much comparable to those obtained by the control strain carrying Orpinomyces sp. ukk1 XI gene. CONCLUSIONS: This study demonstrated that XIs clustered in the mammal gut Bacteroidetes group were able to be expressed functionally in S. cerevisiae and background strain anaerobic adaptive evolution in xylose medium is essential for the screening of functional XIs. The methods outlined in this paper are instructive for the identification of novel XIs that are functional in S. cerevisiae.


Subject(s)
Aldose-Ketose Isomerases/metabolism , Bacteroidetes/metabolism , Genetic Engineering/methods , Saccharomyces cerevisiae/genetics , Amino Acid Sequence , Animals , Fermentation , Molecular Sequence Data , Saccharomyces cerevisiae/metabolism
19.
J Biosci Bioeng ; 117(1): 45-52, 2014 Jan.
Article in English | MEDLINE | ID: mdl-23890871

ABSTRACT

Improving the cellulase secretion is beneficial for Saccharomyces cerevisiae used in consolidated bioprocessing (CBP) of cellulosic ethanol. In this study, protein secretory pathway, including protein folding, disulfide bond formation, and protein trafficking and sorting, was modified in S. cerevisiae. The effects of these modifications on the secretion of cellobiohydrolase I (Tr-Cel7A) with its native signal peptide from Trichoderma reesei were investigated. The results showed that overexpression of the protein disulfide isomerase Sc-PDI1 and the plasma membrane targeting soluble N-ethylmaleimide-sensitive factor attachment protein receptor Sc-SSO1, and disruption of the sorting receptor Sc-VPS10 and a Ca(2+)/Mn(2+) ATPase Sc-PMR1, improved respectively the extracellular Tr-Cel7A activities. Among them, disruption of Sc-PMR1 showed better improvement of 162% in the extracellular activity and decreased the glycosylation of Tr-Cel7A. Multiple modifications generally resulted in higher activities. The extracellular activities of the quadruple-modified strain (vps10Δ/pmr1Δ/SSO1/PDI1/cel7AF) using p-nitrophenyl-ß-d-cellobioside (pNPC) and phosphoric acid swollen cellulose (PASC) as the substrates, respectively, were 3.9-fold and 1.3-fold higher than that of the reference strain cel7AF. The results indicated that engineering of the protein secretory pathway is an effective approach to improve the Tr-Cel7A secretion in S. cerevisiae.


Subject(s)
Cellulose 1,4-beta-Cellobiosidase/metabolism , Cellulose/metabolism , Saccharomyces cerevisiae/metabolism , Secretory Pathway/physiology , Trichoderma/enzymology , Blotting, Western , Calcium-Transporting ATPases/genetics , Calcium-Transporting ATPases/metabolism , Disulfides/metabolism , Ethanol/metabolism , Glycosylation , Molecular Chaperones/genetics , Molecular Chaperones/metabolism , Protein Disulfide-Isomerases/genetics , Protein Disulfide-Isomerases/metabolism , Protein Folding , Protein Processing, Post-Translational , Protein Transport , Qa-SNARE Proteins/genetics , Qa-SNARE Proteins/metabolism , RNA, Messenger/genetics , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism , Substrate Specificity , Vesicular Transport Proteins/genetics , Vesicular Transport Proteins/metabolism
20.
Appl Microbiol Biotechnol ; 96(4): 1079-91, 2012 Nov.
Article in English | MEDLINE | ID: mdl-23053078

ABSTRACT

Factors related to ethanol production from xylose in engineered Saccharomyces cerevisiae that contain an exogenous initial metabolic pathway are still to be elucidated. In the present study, a strain that expresses the xylose isomerase gene of Piromyces sp. Pi-xylA and overexpresses XKS1, RPE1, RKI1, TAL1, and TKL1, with deleted GRE3 and COX4 genes was constructed. The xylose utilization capacity of the respiratory deficiency strain was poor but improved via adaptive evolution in xylose. The µ (max) of the evolved strain in 20 g l(-1) xylose is 0.11 ± 0.00 h(-1), and the evolved strain consumed 17.83 g l(-1) xylose within 72 h, with an ethanol yield of 0.43 g g(-1) total consumed sugars during glucose-xylose cofermentation. Global transcriptional changes and effect of several specific genes were studied. The result revealed that the increased xylose isomerase acivity, the upregulation of enzymes involved in glycolysis and glutamate synthesis, and the downregulation of trehalose and glycogen synthesis, may have contributed to the improved xylose utilization of the strain. Furthermore, the deletion of PHO13 decreased the xylose growth in the respiration deficiency strain although deleting PHO13 can improve the xylose metabolism in other strains.


Subject(s)
Biological Evolution , Saccharomyces cerevisiae/genetics , Transcriptome , Xylose/metabolism , Fermentation , Gene Expression Regulation, Fungal , Genetic Engineering , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism
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