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1.
Microorganisms ; 9(9)2021 Sep 18.
Article in English | MEDLINE | ID: mdl-34576881

ABSTRACT

Anaerobic fungi are emerging biotechnology platforms with genomes rich in biosynthetic potential. Yet, the heterologous expression of their biosynthetic pathways has had limited success in model hosts like E. coli. We find one reason for this is that the genome composition of anaerobic fungi like P. indianae are extremely AT-biased with a particular preference for rare and semi-rare AT-rich tRNAs in E coli, which are not explicitly predicted by standard codon adaptation indices (CAI). Native P. indianae genes with these extreme biases create drastic growth defects in E. coli (up to 69% reduction in growth), which is not seen in genes from other organisms with similar CAIs. However, codon optimization rescues growth, allowing for gene evaluation. In this manner, we demonstrate that anaerobic fungal homologs such as PI.atoB are more active than S. cerevisiae homologs in a hybrid pathway, increasing the production of mevalonate up to 2.5 g/L (more than two-fold) and reducing waste carbon to acetate by ~90% under the conditions tested. This work demonstrates the bioproduction potential of anaerobic fungal enzyme homologs and how the analysis of codon utilization enables the study of otherwise difficult to express genes that have applications in biocatalysis and natural product discovery.

2.
Biotechnol Prog ; 37(5): e3172, 2021 09.
Article in English | MEDLINE | ID: mdl-33960738

ABSTRACT

Development of the bioeconomy is driven by our ability to access the energy-rich carbon trapped in recalcitrant plant materials. Current strategies to release this carbon rely on expensive enzyme cocktails and physicochemical pretreatment, producing inhibitory compounds that hinder subsequent microbial bioproduction. Anaerobic fungi are an appealing solution as they hydrolyze crude, untreated biomass at ambient conditions into sugars that can be converted into value-added products by partner organisms. However, some carbon is lost to anaerobic fungal fermentation products. To improve efficiency and recapture this lost carbon, we built a two-stage bioprocessing system pairing the anaerobic fungus Piromyces indianae with the yeast Kluyveromyces marxianus, which grows on a wide range of sugars and fermentation products. In doing so we produce fine and commodity chemicals directly from untreated lignocellulose. P. indianae efficiently hydrolyzed substrates such as corn stover and poplar to generate sugars, fermentation acids, and ethanol, which K. marxianus consumed while producing 2.4 g/L ethyl acetate. An engineered strain of K. marxianus was also able to produce 550 mg/L 2-phenylethanol and 150 mg/L isoamyl alcohol from P. indianae hydrolyzed lignocellulosic biomass. Despite the use of crude untreated plant material, production yields were comparable to optimized rich yeast media due to the use of all available carbon including organic acids, which formed up to 97% of free carbon in the fungal hydrolysate. This work demonstrates that anaerobic fungal pretreatment of lignocellulose can sustain the production of fine chemicals at high efficiency by partnering organisms with broad substrate versatility.


Subject(s)
Kluyveromyces/metabolism , Lignin , Metabolic Engineering/methods , Piromyces/metabolism , Sugars , Acids/chemistry , Acids/metabolism , Anaerobiosis/physiology , Esters/chemistry , Esters/metabolism , Hydrolysis , Lignin/chemistry , Lignin/metabolism , Sugars/chemistry , Sugars/metabolism
3.
Biochemistry ; 57(7): 1190-1200, 2018 02 20.
Article in English | MEDLINE | ID: mdl-29328676

ABSTRACT

Cutinases are polyester hydrolases that show a remarkable capability to hydrolyze polyethylene terephthalate (PET) to its monomeric units. This revelation has stimulated research aimed at developing sustainable and green cutinase-catalyzed PET recycling methods. Leaf and branch compost cutinase (LCC) is particularly suited toward these ends given its relatively high PET hydrolysis activity and thermostability. Any practical enzymatic PET recycling application will require that the protein have kinetic stability at or above the PET glass transition temperature (Tg, i.e., 70 °C). This paper elucidates the thermodynamics and kinetics of LCC conformational and colloidal stability. Aggregation emerged as a major contributor that reduces LCC kinetic stability. In its native state, LCC is prone to aggregation owing to electrostatic interactions. Further, with increasing temperature, perturbation of LCC's tertiary structure and corresponding exposure of hydrophobic domains leads to rapid aggregation. Glycosylation was employed in an attempt to impede LCC aggregation. Owing to the presence of three putative N-glycosylation sites, expression of native LCC in Pichia pastoris resulted in the production of glycosylated LCC (LCC-G). LCC-G showed improved stability to native state aggregation while increasing the temperature for thermal induced aggregation by 10 °C. Furthermore, stabilization against thermal aggregation resulted in improved catalytic PET hydrolysis both at its optimum temperature and concentration.


Subject(s)
Actinomycetales/enzymology , Carboxylic Ester Hydrolases/metabolism , Polyethylene Terephthalates/metabolism , Actinomycetales/chemistry , Actinomycetales/metabolism , Carboxylic Ester Hydrolases/chemistry , Enzyme Stability , Glycosylation , Hydrolysis , Models, Molecular , Protein Aggregates , Thermodynamics
4.
mBio ; 8(3)2017 06 06.
Article in English | MEDLINE | ID: mdl-28588129

ABSTRACT

Fermentation-based chemical production strategies provide a feasible route for the rapid, safe, and sustainable production of a wide variety of important chemical products, ranging from fuels to pharmaceuticals. These strategies have yet to find wide industrial utilization due to their inability to economically compete with traditional extraction and chemical production methods. Here, we engineer for the first time the complex microbial biosynthesis of an anthocyanin plant natural product, starting from sugar. This was accomplished through the development of a synthetic, 4-strain Escherichia coli polyculture collectively expressing 15 exogenous or modified pathway enzymes from diverse plants and other microbes. This synthetic consortium-based approach enables the functional expression and connection of lengthy pathways while effectively managing the accompanying metabolic burden. The de novo production of specific anthocyanin molecules, such as calistephin, has been an elusive metabolic engineering target for over a decade. The utilization of our polyculture strategy affords milligram-per-liter production titers. This study also lays the groundwork for significant advances in strain and process design toward the development of cost-competitive biochemical production hosts through nontraditional methodologies.IMPORTANCE To efficiently express active extensive recombinant pathways with high flux in microbial hosts requires careful balance and allocation of metabolic resources such as ATP, reducing equivalents, and malonyl coenzyme A (malonyl-CoA), as well as various other pathway-dependent cofactors and precursors. To address this issue, we report the design, characterization, and implementation of the first synthetic 4-strain polyculture. Division of the overexpression of 15 enzymes and transcription factors over 4 independent strain modules allowed for the division of metabolic burden and for independent strain optimization for module-specific metabolite needs. This study represents the most complex synthetic consortia constructed to date for metabolic engineering applications and provides a new paradigm in metabolic engineering for the reconstitution of extensive metabolic pathways in nonnative hosts.


Subject(s)
Anthocyanins/biosynthesis , Bacteriological Techniques , Escherichia coli/growth & development , Escherichia coli/metabolism , Metabolic Engineering/methods , Adenosine Triphosphate/metabolism , Anthocyanins/genetics , Escherichia coli/genetics , Fermentation , Flavonoids/biosynthesis , Malonyl Coenzyme A/metabolism , Metabolic Engineering/economics , Metabolic Networks and Pathways
5.
ACS Synth Biol ; 6(4): 710-720, 2017 04 21.
Article in English | MEDLINE | ID: mdl-28055177

ABSTRACT

Chromosomal integration offers a selection-free alternative to DNA plasmids for expression of foreign proteins and metabolic pathways. Episomal plasmid DNA is convenient but has drawbacks including increased metabolic burden and the requirement for selection in the form of antibiotics. E. coli has long been used for the expression of foreign proteins and for the production of valuable metabolites by expression of complete metabolic pathways. The gene encoding the fluorescent reporter protein mCherry was integrated into four genomic loci on the E. coli chromosome to measure protein expression at each site. Expression levels ranged from 25% to 500% compared to the gene expressed on a high-copy plasmid. Modular expression of DNA is one of the most commonly used methods for optimizing metabolite production by metabolic engineering. By combining a recently developed method for integration of large synthetic DNA constructs into the genome, we were able to integrate two foreign pathways into the same four genomic loci. We have demonstrated that only one of the genomic loci resulted in the production of violacein, and that all four loci produced trans-cinnamic acid from the TAL pathway.


Subject(s)
Escherichia coli/metabolism , Luminescent Proteins/metabolism , Metabolic Engineering , Ammonia-Lyases/metabolism , Chromatography, High Pressure Liquid , Chromosomes, Bacterial/genetics , Chromosomes, Bacterial/metabolism , Cinnamates/analysis , Cinnamates/metabolism , Escherichia coli/genetics , Escherichia coli Proteins/genetics , Escherichia coli Proteins/metabolism , Genetic Loci , Indoles/analysis , Indoles/metabolism , Lac Operon/genetics , Luminescent Proteins/genetics , Methyltransferases/genetics , Plasmids/genetics , Plasmids/metabolism , Rec A Recombinases/genetics , Red Fluorescent Protein
6.
Appl Microbiol Biotechnol ; 101(7): 2843-2851, 2017 Apr.
Article in English | MEDLINE | ID: mdl-27975137

ABSTRACT

Heparin, an anticoagulant drug, is biosynthesized in selected animal cells. The heparin biosynthetic enzymes mainly consist of sulfotransferases and all are integral transmembrane glycoproteins. These enzymes are generally produced in engineered Escherichia coli as without their transmembrane domains as non-glycosylated fusion proteins. In this study, we used the yeast, Komagataella pastoris, to prepare four sulfotransferases involved in heparin biosynthesis as glycoproteins. While the yields of these yeast-expressed enzymes were considerably lower than E. coli-expressed enzymes, these enzymes were secreted into the fermentation media simplifying their purification and were endotoxin free. The activities of these sulfotransferases, expressed as glycoproteins in yeast, were compared to the bacterially expressed proteins. The yeast-expressed sulfotransferase glycoproteins showed improved kinetic properties than the bacterially expressed proteins.


Subject(s)
Heparin/biosynthesis , Pichia/enzymology , Pichia/genetics , Sulfotransferases/genetics , Sulfotransferases/metabolism , Endotoxins , Escherichia coli/genetics , Escherichia coli/metabolism , Fermentation , Glycosylation , Heparin/chemistry , Kinetics , Pichia/metabolism , Sulfotransferases/chemistry
7.
Nucleic Acids Res ; 44(9): 4472-85, 2016 05 19.
Article in English | MEDLINE | ID: mdl-27079979

ABSTRACT

Robust gene circuit construction requires use of promoters exhibiting low crosstalk. Orthogonal promoters have been engineered utilizing an assortment of natural and synthetic transcription factors, but design of large orthogonal promoter-repressor sets is complicated, labor-intensive, and often results in unanticipated crosstalk. The specificity and ease of targeting the RNA-guided DNA-binding protein dCas9 to any 20 bp user-defined DNA sequence makes it a promising candidate for orthogonal promoter regulation. Here, we rapidly construct orthogonal variants of the classic T7-lac promoter using site-directed mutagenesis, generating a panel of inducible hybrid promoters regulated by both LacI and dCas9. Remarkably, orthogonality is mediated by only two to three nucleotide mismatches in a narrow window of the RNA:DNA hybrid, neighboring the protospacer adjacent motif. We demonstrate that, contrary to many reports, one PAM-proximal mismatch is insufficient to abolish dCas9-mediated repression, and we show for the first time that mismatch tolerance is a function of target copy number. Finally, these promoters were incorporated into the branched violacein biosynthetic pathway as dCas9-dependent switches capable of throttling and selectively redirecting carbon flux in Escherichia coli We anticipate this strategy is relevant for any promoter and will be adopted for many applications at the interface of synthetic biology and metabolic engineering.


Subject(s)
Escherichia coli/genetics , Promoter Regions, Genetic , Bacteriophage T7/genetics , Clustered Regularly Interspaced Short Palindromic Repeats , Epigenetic Repression , Escherichia coli/metabolism , Gene Expression Regulation, Bacterial , Gene Regulatory Networks , Genes, Bacterial , Genes, Viral , Metabolic Engineering , Metabolic Networks and Pathways/genetics , Mutagenesis, Site-Directed , Synthetic Biology , Transcription, Genetic
8.
ACS Synth Biol ; 4(9): 987-1000, 2015 Sep 18.
Article in English | MEDLINE | ID: mdl-25822415

ABSTRACT

Programmable control over an addressable global regulator would enable simultaneous repression of multiple genes and would have tremendous impact on the field of synthetic biology. It has recently been established that CRISPR/Cas systems can be engineered to repress gene transcription at nearly any desired location in a sequence-specific manner, but there remain only a handful of applications described to date. In this work, we report development of a vector possessing a CRISPathBrick feature, enabling rapid modular assembly of natural type II-A CRISPR arrays capable of simultaneously repressing multiple target genes in Escherichia coli. Iterative incorporation of spacers into this CRISPathBrick feature facilitates the combinatorial construction of arrays, from a small number of DNA parts, which can be utilized to generate a suite of complex phenotypes corresponding to an encoded genetic program. We show that CRISPathBrick can be used to tune expression of plasmid-based genes and repress chromosomal targets in probiotic, virulent, and commonly engineered E. coli strains. Furthermore, we describe development of pCRISPReporter, a fluorescent reporter plasmid utilized to quantify dCas9-mediated repression from endogenous promoters. Finally, we demonstrate that dCas9-mediated repression can be harnessed to assess the effect of downregulating both novel and computationally predicted metabolic engineering targets, improving the yield of a heterologous phytochemical through repression of endogenous genes. These tools provide a platform for rapid evaluation of multiplex metabolic engineering interventions.


Subject(s)
CRISPR-Cas Systems , Epigenetic Repression , Escherichia coli/genetics , Transcriptional Activation , Cloning, Molecular , Clustered Regularly Interspaced Short Palindromic Repeats , Disaccharides/metabolism , Down-Regulation , Flavanones/biosynthesis , Metabolic Engineering , Plasmids , Promoter Regions, Genetic
9.
FEMS Microbiol Rev ; 38(4): 660-97, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24372337

ABSTRACT

The increasing prevalence of antibiotic-resistant bacteria portends an impending postantibiotic age, characterized by diminishing efficacy of common antibiotics and routine application of multifaceted, complementary therapeutic approaches to treat bacterial infections, particularly multidrug-resistant organisms. The first line of defense for most bacterial pathogens consists of a physical and immunologic barrier known as the capsule, commonly composed of a viscous layer of carbohydrates that are covalently bound to the cell wall in Gram-positive bacteria or often to lipids of the outer membrane in many Gram-negative bacteria. Bacterial capsular polysaccharides are a diverse class of high molecular weight polysaccharides contributing to virulence of many human pathogens in the gut, respiratory tree, urinary tract, and other host tissues, by hiding cell surface components that might otherwise elicit host immune response. This review highlights capsular polysaccharides that are structurally identical or similar to polysaccharides found in mammalian tissues, including polysialic acid and glycosaminoglycan capsules hyaluronan, heparosan, and chondroitin. Such nonimmunogenic coatings render pathogens insensitive to certain immune responses, effectively increasing residence time in host tissues and enabling pathologically relevant population densities to be reached. Biosynthetic pathways and capsular involvement in immune system evasion are described, providing a basis for potential therapies aimed at supplementing or replacing antibiotic treatment.


Subject(s)
Host-Pathogen Interactions/immunology , Immune Evasion/immunology , Polysaccharides, Bacterial/immunology , Animals , Humans , Immune Evasion/genetics , Molecular Mimicry/immunology , Polysaccharides/chemistry , Polysaccharides/immunology , Polysaccharides/metabolism , Polysaccharides, Bacterial/chemistry , Polysaccharides, Bacterial/genetics , Polysaccharides, Bacterial/metabolism
10.
Appl Biochem Biotechnol ; 171(4): 954-62, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23912211

ABSTRACT

A key enzyme for the biosynthesis and bioengineering of heparin, 3-O-sulfotransferase-1 (3-OST-1), was expressed and purified in Gram-positive Bacillus subtilis and Bacillus megaterium. Western blotting, protein sequence analysis, and enzyme activity measurement confirmed the expression. The enzymatic activity of 3-OST-1 expressed in Bacillus species were found to be similar to those found when expressed in Escherichia coli. The endotoxin level in 3-OST-1 from B. subtilis and B. megaterium were 10(4)-10(5)-fold lower than that of the E. coli-expressed 3-OST-1, which makes the Bacillus expression system of particular interest for the generation of pharmaceutical grade raw heparin from nonanimal sources.


Subject(s)
Bacillus megaterium/enzymology , Bacillus subtilis/enzymology , Sulfotransferases/metabolism , Bacterial Proteins/metabolism , Endotoxins/metabolism
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