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1.
Langmuir ; 38(13): 4090-4101, 2022 04 05.
Article in English | MEDLINE | ID: mdl-35325533

ABSTRACT

Understanding the interactions between surfactants and proteins is important for the formulation of consumer products as surfactant binding can alter protein activity and stability. Additionally, the structure of the protein-surfactant complex can influence surface activity, which is important for emulsion and foam development. N,N-Dimethyldodecylamine N-oxide (DDAO) is an amphoteric surfactant that is nonionic at high pH. It is often used as a foam booster in detergent formulations and for the extraction of membrane proteins. In this study, a variety of biophysical characterization methods was used to investigate the impact of DDAO at pH 8 on the structure of the globular protein ß-lactoglobulin (ßLG). Pyrene fluorescence and surface tension studies show that ßLG had minimal impact on the critical micelle concentration (CMC) of DDAO, while fluorescence and circular dichroism spectroscopy found unfolding of ßLG at concentrations of DDAO greater than the CMC. Small-angle X-ray scattering results confirm changes in the structure of ßLG at DDAO concentrations above the CMC. Taken together, DDAO behaves like nonionic and zwitterionic surfactants below its CMC with limited interaction with ßLG, while it induces protein unfolding at concentrations higher than the CMC, resulting in a protein-surfactant complex structure that resembles a protein-decorated micelle.


Subject(s)
Lactoglobulins , Surface-Active Agents , Lactoglobulins/chemistry , Micelles , Oxides , Surface Tension , Surface-Active Agents/chemistry
2.
Nucleic Acids Res ; 40(4): 1879-89, 2012 Feb.
Article in English | MEDLINE | ID: mdl-22021385

ABSTRACT

Synthetic scaffolds that permit spatial and temporal organization of enzymes in living cells are a promising post-translational strategy for controlling the flow of information in both metabolic and signaling pathways. Here, we describe the use of plasmid DNA as a stable, robust and configurable scaffold for arranging biosynthetic enzymes in the cytoplasm of Escherichia coli. This involved conversion of individual enzymes into custom DNA-binding proteins by genetic fusion to zinc-finger domains that specifically bind unique DNA sequences. When expressed in cells that carried a rationally designed DNA scaffold comprising corresponding zinc finger binding sites, the titers of diverse metabolic products, including resveratrol, 1,2-propanediol and mevalonate were increased as a function of the scaffold architecture. These results highlight the utility of DNA scaffolds for assembling biosynthetic enzymes into functional metabolic structures. Beyond metabolism, we anticipate that DNA scaffolds may be useful in sequestering different types of enzymes for specifying the output of biological signaling pathways or for coordinating other assembly-line processes such as protein folding, degradation and post-translational modifications.


Subject(s)
Biosynthetic Pathways , DNA/chemistry , Metabolic Engineering , Binding Sites , Biocatalysis , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Enzymes/genetics , Enzymes/metabolism , Escherichia coli/metabolism , Mevalonic Acid/metabolism , Plasmids/genetics , Propylene Glycol/metabolism , Resveratrol , Stilbenes/metabolism , Zinc Fingers
3.
Adv Healthc Mater ; 13(3): e2301811, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37779336

ABSTRACT

Next generation on-skin electrodes will require soft, flexible, and gentle materials to provide both high-fidelity sensing and wearer comfort. However, many commercially available on-skin electrodes lack these key properties due to their use of rigid hardware, harsh adhesives, uncomfortable support structures, and poor breathability. To address these challenges, this work presents a new device paradigm by joining biocompatible electrospun spider silk with printable liquid metal to yield an incredibly soft and scalable on-skin electrode that is strain-tolerant, conformable, and gentle on-skin. These electrodes, termed silky liquid metal (SLiM) electrodes, are found to be over five times more breathable than commercial wet electrodes, while the silk's intrinsic adhesion mechanism allows SLiM electrodes to avoid the use of harsh artificial adhesives, potentially decreasing skin irritation and inflammation over long-term use. Finally, the SLiM electrodes provide comparable impedances to traditional wet and other liquid metal electrodes, offering a high-fidelity sensing alternative with increased wearer comfort. Human subject testing confirmed the SLiM electrodes ability to sense electrophysiological signals with high fidelity and minimal irritation to the skin. The unique properties of the reported SLiM electrodes offer a comfortable electrophysiological sensing solution especially for patients with pre-existing skin conditions or surface wounds.


Subject(s)
Metals , Silk , Humans , Electrodes , Skin , Electric Impedance
4.
Methods Mol Biol ; 2406: 169-187, 2022.
Article in English | MEDLINE | ID: mdl-35089557

ABSTRACT

Development of recombinant enzymes as industrial biocatalysts or metabolic pathway elements requires soluble expression of active protein. Here we present a two-step strategy, combining a directed evolution selection with an enzyme activity screen, to increase the soluble production of enzymes in the cytoplasm of E. coli. The directed evolution component relies on the innate quality control of the twin-arginine translocation pathway coupled with antibiotic selection to isolate point mutations that promote intracellular solubility. A secondary screen is applied to ensure the solubility enhancement has not compromised enzyme activity. This strategy has been successfully applied to increase the soluble production of a fungal endocellulase by 30-fold in E. coli without change in enzyme specific activity through two rounds of directed evolution.


Subject(s)
Escherichia coli , Escherichia coli/metabolism , Solubility
5.
Sci Rep ; 12(1): 14862, 2022 09 01.
Article in English | MEDLINE | ID: mdl-36050356

ABSTRACT

The twin-arginine translocation (Tat) pathway involves an inbuilt quality control (QC) system that synchronizes the proofreading of substrate protein folding with lipid bilayer transport. However, the molecular details of this QC mechanism remain poorly understood. Here, we hypothesized that the conformational state of Tat substrates is directly sensed by the TatB component of the bacterial Tat translocase. In support of this hypothesis, several TatB variants were observed to form functional translocases in vivo that had compromised QC activity as evidenced by the uncharacteristic export of several misfolded protein substrates. These variants each possessed cytoplasmic membrane-extrinsic domains that were either truncated or mutated in the vicinity of a conserved, highly flexible α-helical domain. In vitro folding experiments revealed that the TatB membrane-extrinsic domain behaved like a general molecular chaperone, transiently binding to highly structured, partially unfolded intermediates of a model protein, citrate synthase, in a manner that prevented its irreversible aggregation and stabilized the active species. Collectively, these results suggest that the Tat translocase may use chaperone-like client recognition to monitor the conformational status of its substrates.


Subject(s)
Escherichia coli Proteins , Membrane Transport Proteins , Protein Folding , Protein Transport , Arginine/metabolism , Escherichia coli/genetics , Escherichia coli/metabolism , Escherichia coli Proteins/chemistry , Escherichia coli Proteins/metabolism , Humans , Membrane Transport Proteins/chemistry , Membrane Transport Proteins/metabolism , Molecular Chaperones/genetics , Molecular Chaperones/metabolism , Protein Sorting Signals , Protein Transport/genetics , Protein Transport/physiology
6.
Nat Commun ; 10(1): 587, 2019 02 04.
Article in English | MEDLINE | ID: mdl-30718495

ABSTRACT

Culture contamination, end-product toxicity, and energy efficient product recovery are long-standing bioprocess challenges. To solve these problems, we propose a high-pressure fermentation strategy, coupled with in situ extraction using the abundant and renewable solvent supercritical carbon dioxide (scCO2), which is also known for its broad microbial lethality. Towards this goal, we report the domestication and engineering of a scCO2-tolerant strain of Bacillus megaterium, previously isolated from formation waters from the McElmo Dome CO2 field, to produce branched alcohols that have potential use as biofuels. After establishing induced-expression under scCO2, isobutanol production from 2-ketoisovalerate is observed with greater than 40% yield with co-produced isopentanol. Finally, we present a process model to compare the energy required for our process to other in situ extraction methods, such as gas stripping, finding scCO2 extraction to be potentially competitive, if not superior.


Subject(s)
Biofuels , Carbon Dioxide/metabolism , Bacillus megaterium/metabolism , Butanols/metabolism , Fermentation , Hemiterpenes , Keto Acids/metabolism , Pentanols/metabolism
7.
Front Microbiol ; 9: 2152, 2018.
Article in English | MEDLINE | ID: mdl-30319556

ABSTRACT

Supercritical carbon dioxide (scCO2) is an attractive substitute for conventional organic solvents due to its unique transport and thermodynamic properties, its renewability and labile nature, and its high solubility for compounds such as alcohols, ketones, and aldehydes. However, biological systems that use scCO2 are mainly limited to in vitro processes due to its strong inhibition of cell viability and growth. To solve this problem, we used a bioprospecting approach to isolate a microbial strain with the natural ability to grow while exposed to scCO2. Enrichment culture and serial passaging of deep subsurface fluids from the McElmo Dome scCO2 reservoir in aqueous media under scCO2 headspace enabled the isolation of spore-forming strain Bacillus megaterium SR7. Sequencing and analysis of the complete 5.51 Mbp genome and physiological characterization revealed the capacity for facultative anaerobic metabolism, including fermentative growth on a diverse range of organic substrates. Supplementation of growth medium with L-alanine for chemical induction of spore germination significantly improved growth frequencies and biomass accumulation under scCO2 headspace. Detection of endogenous fermentative compounds in cultures grown under scCO2 represents the first observation of bioproduct generation and accumulation under this condition. Culturing development and metabolic characterization of B. megaterium SR7 represent initial advancements in the effort toward enabling exploitation of scCO2 as a sustainable solvent for in vivo bioprocessing.

8.
Protein Sci ; 16(5): 929-37, 2007 May.
Article in English | MEDLINE | ID: mdl-17400921

ABSTRACT

A heterotropic allosteric effect involves an effector molecule that is distinct from the substrate or ligand of the protein. How heterotropic allostery originates is an unanswered question. We have previously created several heterotropic allosteric enzymes by recombining the genes for TEM1 beta-lactamase (BLA) and maltose binding protein (MBP) to create BLAs that are positively or negatively regulated by maltose. We show here that one of these engineered enzymes has approximately 10(6) M(-1) affinity for Zn(2+), a property that neither of the parental proteins possesses. Furthermore, Zn(2+) is a negative effector that noncompetitively switches off beta-lactam hydrolysis activity. Mutagenesis experiments indicate that the Zn(2+)-binding site does not involve a histidine or a cysteine, which is atypical of natural Zn(2+)-binding sites. These studies also implicate helices 1 and 12 of the BLA domain in allosteric signal propagation. These results support a model for the evolution of heterotropic allostery in which effector affinity and allosteric signaling emerge simultaneously.


Subject(s)
Ligands , Proteins/metabolism , Allosteric Regulation , Binding Sites/genetics , Carrier Proteins/chemistry , Carrier Proteins/genetics , Carrier Proteins/metabolism , Chromatography, Gel , Circular Dichroism , Evolution, Molecular , Maltose-Binding Proteins , Models, Genetic , Mutagenesis , Protein Binding , Proteins/chemistry , Proteins/genetics , Zinc/chemistry , Zinc/metabolism , beta-Lactamases/chemistry , beta-Lactamases/genetics , beta-Lactamases/metabolism
9.
ACS Synth Biol ; 6(5): 875-883, 2017 05 19.
Article in English | MEDLINE | ID: mdl-28182400

ABSTRACT

The extracellular expression of recombinant proteins using laboratory strains of Escherichia coli is now routinely achieved using naturally secreted substrates, such as YebF or the osmotically inducible protein Y (OsmY), as carrier molecules. However, secretion efficiency through these pathways needs to be improved for most synthetic biology and metabolic engineering applications. To address this challenge, we developed a generalizable survival-based selection strategy that effectively couples extracellular protein secretion to antibiotic resistance and enables facile isolation of rare mutants from very large populations (i.e., 1010-12 clones) based simply on cell growth. Using this strategy in the context of the YebF pathway, a comprehensive library of E. coli single-gene knockout mutants was screened and several gain-of-function mutations were isolated that increased the efficiency of extracellular expression without compromising the integrity of the outer membrane. We anticipate that this user-friendly strategy could be leveraged to better understand the YebF pathway and other secretory mechanisms-enabling the exploration of protein secretion in pathogenesis as well as the creation of designer E. coli strains with greatly expanded secretomes-all without the need for expensive exogenous reagents, assay instruments, or robotic automation.


Subject(s)
Biological Assay/methods , Escherichia coli/metabolism , Escherichia coli/genetics , Escherichia coli Proteins/genetics , Escherichia coli Proteins/metabolism , Mutation/genetics , Protein Transport/genetics , Protein Transport/physiology , Recombinant Proteins/genetics , Recombinant Proteins/metabolism
10.
Curr Opin Biotechnol ; 36: 189-98, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26432992

ABSTRACT

Biological conversion of substrate sugars to a variety of products is an increasingly popular option for chemical transformation due to its high specificity and because of significant interest in the use of renewable feedstocks. However, pathway optimization through metabolic engineering is often needed to make such molecules economically at a relevant scale. Employing effective methods to search and narrow the immense pathway parameter space is essential to meet performance metrics such as high titer, yield and productivity with efficiency. This review focuses on two practices that increase the likelihood of finding a more advantageous pathway solution: implementing a screen to identify high producers and utilizing modular pathway design to streamline engineering efforts. While screens seek to couple product titer with a high-throughput measurement output, modular design aims to rationally construct pathways to allow parallel optimization of various units. Both of these methodologies have proven widely successful in metabolic engineering, with combinations of them resulting in synergistic enhancements to pathway optimization. This review will particularly highlight their utility for microbially derived acid and alcohol products, which are of interest as fuels and value added products.


Subject(s)
Metabolic Engineering/methods , Metabolic Networks and Pathways , Biosensing Techniques , Cell Survival , Colorimetry
11.
Methods Mol Biol ; 1258: 79-97, 2015.
Article in English | MEDLINE | ID: mdl-25447860

ABSTRACT

Recombinant protein expression in Escherichia coli represents a cornerstone of the biotechnology enterprise. While cytoplasmic expression in this host has received the most attention, achieving substantial yields of correctly folded proteins in this compartment can sometimes be met with difficulties. These issues can often be overcome by targeting protein expression to extracytoplasmic compartments (e.g., membrane, periplasm) or to the culture medium. This chapter discusses various strategies for exporting proteins out of the cytoplasm as well as tools for monitoring and optimizing these different export mechanisms.


Subject(s)
Cytoplasm/metabolism , Escherichia coli/metabolism , Protein Transport/physiology , Animals , Biotechnology/methods , Culture Media/metabolism , Humans , Protein Folding , Recombinant Proteins/metabolism
12.
J Mol Biol ; 427(6 Pt B): 1451-1463, 2015 Mar 27.
Article in English | MEDLINE | ID: mdl-25591491

ABSTRACT

Heterologous expression of many proteins in bacteria, yeasts, and plants is often limited by low titers of functional protein. To address this problem, we have created a two-tiered directed evolution strategy in Escherichia coli that enables optimization of protein production while maintaining high biological activity. The first tier involves a genetic selection for intracellular protein stability that is based on the folding quality control mechanism inherent to the twin-arginine translocation pathway, while the second is a semi-high-throughput screen for protein function. To demonstrate the utility of this strategy, we isolated variants of the endoglucanase Cel5A, from the plant-pathogenic fungus Fusarium graminearum, whose production was increased by as much as 30-fold over the parental enzyme. This gain in production was attributed to just two amino acid substitutions, and it was isolated after two iterations through the two-tiered approach. There was no significant tradeoff in activity on soluble or insoluble cellulose substrates. Importantly, by combining the folding filter afforded by the twin-arginine translocation quality control mechanism with a function-based screen, we show enrichment for variants with increased protein abundance in a manner that does not compromise catalytic activity, providing a highly soluble parent for engineering of improved or new function.


Subject(s)
Cellulase/metabolism , Escherichia coli Proteins , Fusarium/enzymology , Membrane Transport Proteins , Protein Engineering , Protein Folding , Quality Control , Arginine/chemistry , Cellulase/genetics , Cellulase/isolation & purification , Escherichia coli/enzymology , Escherichia coli/genetics , Escherichia coli/growth & development , Fusariosis/metabolism , Fusariosis/microbiology , Fusarium/growth & development , Mutation/genetics , Protein Stability , Solubility
13.
ACS Synth Biol ; 3(2): 74-82, 2014 Feb 21.
Article in English | MEDLINE | ID: mdl-24200127

ABSTRACT

A variety of strategies now exist for the extracellular expression of recombinant proteins using laboratory strains of Escherichia coli . However, secreted proteins often accumulate in the culture medium at levels that are too low to be practically useful for most synthetic biology and metabolic engineering applications. The situation is compounded by the lack of generalized screening tools for optimizing the secretion process. To address this challenge, we developed a genetic approach for studying and engineering protein-secretion pathways in E. coli . Using the YebF pathway as a model, we demonstrate that direct fluorescent labeling of tetracysteine-motif-tagged secretory proteins with the biarsenical compound FlAsH is possible in situ without the need to recover the cell-free supernatant. High-throughput screening of a bacterial strain library yielded superior YebF expression hosts capable of secreting higher titers of YebF and YebF-fusion proteins into the culture medium. We also show that the method can be easily extended to other secretory pathways, including type II and type III secretion, directly in E. coli . Thus, our FlAsH-tetracysteine-based genetic assay provides a convenient, high-throughput tool that can be applied generally to diverse secretory pathways. This platform should help to shed light on poorly understood aspects of these processes as well as to further assist in the construction of engineered E. coli strains for efficient secretory-protein production.


Subject(s)
Escherichia coli Proteins/metabolism , Gene Expression Regulation , Protein Engineering , Amino Acid Sequence , Cellulases/genetics , Cellulases/metabolism , Cellvibrio/enzymology , DNA Transposable Elements/genetics , Escherichia coli/metabolism , Escherichia coli Proteins/chemistry , Escherichia coli Proteins/genetics , Fluoresceins/chemistry , Fluoresceins/metabolism , Organometallic Compounds/chemistry , Organometallic Compounds/metabolism , Plasmids/genetics , Plasmids/metabolism , Protein Transport , Recombinant Fusion Proteins/biosynthesis , Recombinant Fusion Proteins/chemistry , Recombinant Fusion Proteins/genetics
14.
PLoS One ; 8(9): e73123, 2013.
Article in English | MEDLINE | ID: mdl-24023821

ABSTRACT

Directed evolution can be a powerful tool for revealing the mutational pathways that lead to more resistant bacterial strains. In this study, we focused on the bacterium Mycobacterium tuberculosis, which is resistant to members of the ß-lactam class of antibiotics and thus continues to pose a major public health threat. Resistance of this organism is the result of a chromosomally encoded, extended spectrum class A ß-lactamase, BlaC, that is constitutively produced. Here, combinatorial enzyme libraries were selected on ampicillin to identify mutations that increased resistance of bacteria to ß-lactams. After just a single round of mutagenesis and selection, BlaC mutants were evolved that conferred 5-fold greater antibiotic resistance to cells and enhanced the catalytic efficiency of BlaC by 3-fold compared to the wild-type enzyme. All isolated mutants carried a mutation at position 105 (e.g., I105F) that appears to widen access to the active site by 3.6 Å while also stabilizing the reorganized topology. In light of these findings, we propose that I105 is a 'gatekeeper' residue of the active site that regulates substrate hydrolysis by BlaC. Moreover, our results suggest that directed evolution can provide insight into the development of highly drug resistant microorganisms.


Subject(s)
Anti-Bacterial Agents/pharmacology , Directed Molecular Evolution , Mycobacterium tuberculosis/drug effects , Mycobacterium tuberculosis/enzymology , beta-Lactam Resistance/genetics , beta-Lactamases/genetics , Biocatalysis/drug effects , Cell Proliferation/drug effects , Clavulanic Acid/pharmacology , Enzyme Stability , Mutation , Mycobacterium smegmatis/drug effects , Mycobacterium tuberculosis/cytology , Mycobacterium tuberculosis/genetics , beta-Lactamases/chemistry , beta-Lactamases/metabolism
15.
Biotechnol J ; 7(3): 354-60, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22076828

ABSTRACT

The folding of many cellular proteins occurs co-translationally immediately outside the ribosome exit tunnel, where ribosomal proteins and other associated factors coordinate the synthesis and folding of newly translated polypeptides. Here, we show that the large subunit protein L29, which forms part of the exit tunnel in Escherichia coli, is required for the productive synthesis of an array of structurally diverse recombinant proteins including the green fluorescent protein (GFP) and an intracellular single-chain Fv antibody. Surprisingly, the corresponding mRNA transcript level of these proteins was markedly less abundant in cells lacking L29, suggesting an unexpected regulatory mechanism that links defects in the exit tunnel to the expression of genetic information. To further highlight the importance of L29 in maintaining protein expression, we used mutagenesis and selection to obtain L29 variants that enhanced GFP expression. Overall, our results suggest that the ribosomal exit tunnel proteins may be key targets for optimizing the overproduction of active, structurally complex recombinant proteins in bacterial cells.


Subject(s)
Escherichia coli Proteins/genetics , Escherichia coli/genetics , Ribosomal Proteins/genetics , Ribosomal Proteins/metabolism , Ribosomes/genetics , Escherichia coli/metabolism , Escherichia coli Proteins/metabolism , Gene Expression Regulation, Bacterial , Green Fluorescent Proteins , Models, Molecular , Protein Folding , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Ribosomes/metabolism
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