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1.
Biosensors (Basel) ; 12(2)2022 Jan 25.
Article in English | MEDLINE | ID: mdl-35200325

ABSTRACT

In recent years, small-molecule biosensors have become increasingly important in synthetic biology and biochemistry, with numerous new applications continuing to be developed throughout the field. For many biosensors, however, their utility is hindered by poor functionality. Here, we review the known types of mechanisms of biosensors within bacterial cells, and the types of approaches for optimizing different biosensor functional parameters. Discussed approaches for improving biosensor functionality include methods of directly engineering biosensor genes, considerations for choosing genetic reporters, approaches for tuning gene expression, and strategies for incorporating additional genetic modules.


Subject(s)
Biosensing Techniques , Bacteria , Synthetic Biology
2.
Nat Commun ; 12(1): 3914, 2021 06 24.
Article in English | MEDLINE | ID: mdl-34168131

ABSTRACT

Pyrrolysine (Pyl, O) exists in nature as the 22nd proteinogenic amino acid. Despite being a fundamental building block of proteins, studies of Pyl have been hindered by the difficulty and inefficiency of both its chemical and biological syntheses. Here, we improve Pyl biosynthesis via rational engineering and directed evolution of the entire biosynthetic pathway. To accommodate toxicity of Pyl biosynthetic genes in Escherichia coli, we also develop Alternating Phage Assisted Non-Continuous Evolution (Alt-PANCE) that alternates mutagenic and selective phage growths. The evolved pathway provides 32-fold improved yield of Pyl-containing reporter protein compared to the rationally engineered ancestor. Evolved PylB mutants are present at up to 4.5-fold elevated levels inside cells, and show up to 2.2-fold increased protease resistance. This study demonstrates that Alt-PANCE provides a general approach for evolving proteins exhibiting toxic side effects, and further provides an improved pathway capable of producing substantially greater quantities of Pyl-proteins in E. coli.


Subject(s)
Biosynthetic Pathways/genetics , Directed Molecular Evolution/methods , Escherichia coli/genetics , Lysine/analogs & derivatives , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Coliphages/genetics , Escherichia coli/metabolism , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Lysine/biosynthesis , Microorganisms, Genetically-Modified , Mutation , Operon , RNA, Transfer/genetics , RNA, Transfer/metabolism , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Solubility
3.
ACS Synth Biol ; 10(2): 258-264, 2021 02 19.
Article in English | MEDLINE | ID: mdl-33555859

ABSTRACT

Developing and optimizing small-molecule biosensors is a central goal of synthetic biology. Here we incorporate additional cellular components to improve biosensor sensitivity by preventing target molecules from diffusing out of cells. We demonstrate that trapping erythromycin within Escherichia coli through phosphorylation increases the sensitivity of its biosensor (MphR) by approximately 10-fold. When combined with prior engineering efforts, our optimized biosensor can detect erythromycin concentrations as low as 13 nM. We show that this strategy works with a range of macrolide substrates, enabling the potential usage of our optimized system for drug development and metabolic engineering. This strategy can be extended in future studies to improve the sensitivity of other biosensors. Our findings further suggest that many naturally evolved genes involved in resistance to multiple classes of antibiotics may increase intracellular drug concentrations to modulate their own expression, acting as a form of regulatory feedback.


Subject(s)
Anti-Bacterial Agents/metabolism , Biosensing Techniques/methods , Erythromycin/metabolism , Escherichia coli Proteins/genetics , Escherichia coli/genetics , Escherichia coli/metabolism , Metabolic Engineering/methods , Transcription Factors/genetics , Drug Resistance, Bacterial/genetics , Escherichia coli Proteins/metabolism , Gene Expression , Gene Expression Regulation, Bacterial , Phosphorylation , Synthetic Biology/methods , Transcription Factors/metabolism
4.
Curr Protoc ; 1(2): e54, 2021 Feb.
Article in English | MEDLINE | ID: mdl-33566458

ABSTRACT

Selenoproteins contain the 21st amino acid, selenocysteine. Selenocysteine is the only amino acid that is synthesized on its cognate tRNA, and it is inserted at specific recoded UGA stop codons via a complex translation system. Although highly similar to cysteine, selenocysteine has unique properties, including a stronger nucleophilic ability and lower reduction potential. Efforts to site-specifically incorporate selenocysteine to create recombinant selenoproteins involve a recoded UAG stop codon and expression of the necessary selenocysteine translation machinery. This article presents a protocol for expressing and purifying selenoproteins in Escherichia coli. © 2021 Wiley Periodicals LLC. Basic Protocol: Recombinant selenoprotein production in E. coli using a rewired translation system.


Subject(s)
Escherichia coli , Selenocysteine , Codon, Terminator/genetics , Escherichia coli/genetics , Recombinant Proteins/genetics , Selenocysteine/genetics , Selenoproteins/genetics
5.
Nucleic Acids Res ; 49(5): e25, 2021 03 18.
Article in English | MEDLINE | ID: mdl-33290521

ABSTRACT

Ligand-inducible genetic systems are the mainstay of synthetic biology, allowing gene expression to be controlled by the presence of a small molecule. However, 'leaky' gene expression in the absence of inducer remains a persistent problem. We developed a leak dampener tool that drastically reduces the leak of inducible genetic systems while retaining signal in Escherichia coli. Our system relies on a coherent feedforward loop featuring a suppressor tRNA that enables conditional readthrough of silent non-sense mutations in a regulated gene, and this approach can be applied to any ligand-inducible transcription factor. We demonstrate proof-of-principle of our system with the lactate biosensor LldR and the arabinose biosensor AraC, which displayed a 70-fold and 630-fold change in output after induction of a fluorescence reporter, respectively, without any background subtraction. Application of the tool to an arabinose-inducible mutagenesis plasmid led to a 540-fold change in its output after induction, with leak decreasing to the level of background mutagenesis. This study provides a modular tool for reducing leak and improving the fold-induction within genetic circuits, demonstrated here using two types of biosensors relevant to cancer detection and genetic engineering.


Subject(s)
Gene Expression Regulation, Bacterial , RNA, Transfer/metabolism , AraC Transcription Factor/metabolism , Arabinose/metabolism , Codon, Terminator , DNA-Binding Proteins/metabolism , Escherichia coli/genetics , Escherichia coli/metabolism , Escherichia coli Proteins/metabolism , Lactic Acid/metabolism , Mutagenesis , Plasmids/genetics , Protein Biosynthesis , RNA, Catalytic , RNA, Transfer/chemistry , Transcription Factors/metabolism
6.
Adv Mater ; 32(26): e1908291, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32363647

ABSTRACT

Hunger and chronic undernourishment impact over 800 million people, which translates to ≈10.7% of the world's population. While countries are increasingly making efforts to reduce poverty and hunger by pursuing sustainable energy and agricultural practices, a third of the food produced around the globe still is wasted and never consumed. Reducing food shortages is vital in this effort and is often addressed by the development of genetically modified produce or chemical additives and inedible coatings, which create additional health and environmental concerns. Herein, a multifunctional bio-nanocomposite comprised largely of egg-derived polymers and cellulose nanomaterials as a conformal coating onto fresh produce that slows down food decay by retarding ripening, dehydration, and microbial invasion is reported. The coating is edible, washable, and made from readily available inexpensive or waste materials, which makes it a promising economic alternative to commercially available fruit coatings and a solution to combat food wastage that is rampant in the world.


Subject(s)
Edible Films , Food Storage/methods , Fruit/chemistry , Nanocomposites/chemistry , Cellulose/chemistry , Curcumin/chemistry , Egg White/chemistry , Egg Yolk/chemistry , Surface Tension , Viscosity
7.
Mol Cell ; 75(1): 5-6, 2019 07 11.
Article in English | MEDLINE | ID: mdl-31299207

ABSTRACT

A new study reports a synthetic bacterium that uses conjugation to transfer toxic genes that selectively kill pathogenic cells. The work represents a novel strategy for targeting pathogens, which could be the basis for a new generation of precision antimicrobials.


Subject(s)
Anti-Bacterial Agents , Anti-Infective Agents , Bacteria , Inteins
8.
Nat Chem Biol ; 14(2): 186, 2018 Jan 16.
Article in English | MEDLINE | ID: mdl-29337967

ABSTRACT

This corrects the article DOI: 10.1038/nchembio.2474.

9.
RNA Biol ; 15(4-5): 667-677, 2018.
Article in English | MEDLINE | ID: mdl-29345185

ABSTRACT

Inhibition of tRNA aminoacylation has proven to be an effective antimicrobial strategy, impeding an essential step of protein synthesis. Mupirocin, the well-known selective inhibitor of bacterial isoleucyl-tRNA synthetase, is one of three aminoacylation inhibitors now approved for human or animal use. However, design of novel aminoacylation inhibitors is complicated by the steadfast requirement to avoid off-target inhibition of protein synthesis in human cells. Here we review available data regarding known aminoacylation inhibitors as well as key amino-acid residues in aminoacyl-tRNA synthetases (aaRSs) and nucleotides in tRNA that determine the specificity and strength of the aaRS-tRNA interaction. Unlike most ligand-protein interactions, the aaRS-tRNA recognition interaction represents coevolution of both the tRNA and aaRS structures to conserve the specificity of aminoacylation. This property means that many determinants of tRNA recognition in pathogens have diverged from those of humans-a phenomenon that provides a valuable source of data for antimicrobial drug development.


Subject(s)
Anti-Bacterial Agents/pharmacology , Isoleucine-tRNA Ligase/genetics , Protein Synthesis Inhibitors/pharmacology , RNA, Transfer, Leu/genetics , Transfer RNA Aminoacylation/drug effects , Anti-Bacterial Agents/chemistry , Escherichia coli/drug effects , Escherichia coli/enzymology , Escherichia coli/genetics , Fatty Alcohols/chemistry , Fatty Alcohols/pharmacology , Humans , Isoleucine-tRNA Ligase/antagonists & inhibitors , Isoleucine-tRNA Ligase/metabolism , Mupirocin/chemistry , Mupirocin/pharmacology , Piperidines/chemistry , Piperidines/pharmacology , Protein Synthesis Inhibitors/chemistry , Quinazolinones/chemistry , Quinazolinones/pharmacology , RNA, Transfer, Leu/antagonists & inhibitors , RNA, Transfer, Leu/metabolism , Species Specificity , Structure-Activity Relationship , Thermus thermophilus/drug effects , Thermus thermophilus/enzymology , Thermus thermophilus/genetics , Transfer RNA Aminoacylation/genetics
10.
Int J Neuropsychopharmacol ; 20(12): 994-1004, 2017 12 01.
Article in English | MEDLINE | ID: mdl-29016792

ABSTRACT

Background: Many patients suffering from depressive disorders are refractory to treatment with currently available antidepressant medications, while many more exhibit only a partial response. These factors drive research to discover new pharmacological approaches to treat depression. Numerous studies demonstrate evidence of inflammation and elevated oxidative stress in major depression. Recently, major depression has been shown to be associated with elevated levels of DNA oxidation in brain cells, accompanied by increased gene expression of the nuclear base excision repair enzyme, poly(ADP-ribose) polymerase-1. Given these findings and evidence that drugs that inhibit poly(ADP-ribose) polymerase-1 activity have antiinflammatory and neuroprotective properties, the present study was undertaken to examine the potential antidepressant properties of poly(ADP-ribose) polymerase inhibitors. Methods: Two rodent models, the Porsolt swim test and repeated exposure to psychological stressors, were used to test the poly(ADP-ribose) polymerase inhibitor, 3-aminobenzamide, for potential antidepressant activity. Another poly(ADP-ribose) polymerase inhibitor, 5-aminoisoquinolinone, was also tested. Results: Poly(ADP-ribose) polymerase inhibitors produced antidepressant-like effects in the Porsolt swim test, decreasing immobility time, and increasing latency to immobility, similar to the effects of fluoxetine. In addition, 3-aminobenzamide treatment increased sucrose preference and social interaction times relative to vehicle-treated control rats following repeated exposure to combined social defeat and unpredictable stress, mediating effects similar to fluoxetine treatment. Conclusions: The poly(ADP-ribose) polymerase inhibitors 3-aminobenzamide and 5-aminoisoquinolinone exhibit antidepressant-like activity in 2 rodent stress models and uncover poly(ADP-ribose) polymerase as a unique molecular target for the potential development of a novel class of antidepressants.


Subject(s)
Antidepressive Agents/therapeutic use , Disease Models, Animal , Poly(ADP-ribose) Polymerase Inhibitors/therapeutic use , Stress, Psychological/drug therapy , Animals , Benzamides/therapeutic use , Dose-Response Relationship, Drug , Fluoxetine/therapeutic use , Food Preferences/drug effects , Immobility Response, Tonic/drug effects , Interpersonal Relations , Isoquinolines/therapeutic use , Male , Rats , Reaction Time/drug effects , Sucrose/administration & dosage , Swimming/psychology
11.
Nat Chem Biol ; 13(12): 1253-1260, 2017 Dec.
Article in English | MEDLINE | ID: mdl-29035361

ABSTRACT

Directed evolution of orthogonal aminoacyl-tRNA synthetases (AARSs) enables site-specific installation of noncanonical amino acids (ncAAs) into proteins. Traditional evolution techniques typically produce AARSs with greatly reduced activity and selectivity compared to their wild-type counterparts. We designed phage-assisted continuous evolution (PACE) selections to rapidly produce highly active and selective orthogonal AARSs through hundreds of generations of evolution. PACE of a chimeric Methanosarcina spp. pyrrolysyl-tRNA synthetase (PylRS) improved its enzymatic efficiency (kcat/KMtRNA) 45-fold compared to the parent enzyme. Transplantation of the evolved mutations into other PylRS-derived synthetases improved yields of proteins containing noncanonical residues up to 9.7-fold. Simultaneous positive and negative selection PACE over 48 h greatly improved the selectivity of a promiscuous Methanocaldococcus jannaschii tyrosyl-tRNA synthetase variant for site-specific incorporation of p-iodo-L-phenylalanine. These findings offer new AARSs that increase the utility of orthogonal translation systems and establish the capability of PACE to efficiently evolve orthogonal AARSs with high activity and amino acid specificity.


Subject(s)
Amino Acyl-tRNA Synthetases/metabolism , Directed Molecular Evolution , Amino Acids/chemistry , Amino Acids/metabolism , Amino Acyl-tRNA Synthetases/chemistry , Amino Acyl-tRNA Synthetases/genetics , Biocatalysis , Methanocaldococcus/metabolism , Methanosarcina/metabolism , Molecular Conformation , Proteins/chemistry , Proteins/metabolism
12.
Nat Chem Biol ; 13(12): 1261-1266, 2017 Dec.
Article in English | MEDLINE | ID: mdl-29035363

ABSTRACT

Pyrrolysyl-tRNA synthetase (PylRS) is a major tool in genetic code expansion using noncanonical amino acids, yet its structure and function are not completely understood. Here we describe the crystal structure of the previously uncharacterized essential N-terminal domain of this unique enzyme in complex with tRNAPyl. This structure explains why PylRS remains orthogonal in a broad range of organisms, from bacteria to humans. The structure also illustrates why tRNAPyl recognition by PylRS is anticodon independent: the anticodon does not contact the enzyme. Then, using standard microbiological culture equipment, we established a new method for laboratory evolution-a noncontinuous counterpart of the previously developed phage-assisted continuous evolution. With this method, we evolved novel PylRS variants with enhanced activity and amino acid specificity. Finally, we employed an evolved PylRS variant to determine its N-terminal domain structure and show how its mutations improve PylRS activity in the genetic encoding of a noncanonical amino acid.


Subject(s)
Amino Acyl-tRNA Synthetases/metabolism , Lysine/analogs & derivatives , Amino Acyl-tRNA Synthetases/chemistry , Amino Acyl-tRNA Synthetases/genetics , Crystallography, X-Ray , Directed Molecular Evolution , Lysine/chemistry , Lysine/metabolism , Methanosarcina/enzymology , Models, Molecular
14.
Angew Chem Int Ed Engl ; 55(17): 5337-41, 2016 Apr 18.
Article in English | MEDLINE | ID: mdl-26991476

ABSTRACT

Selenocysteine (Sec or U) is encoded by UGA, a stop codon reassigned by a Sec-specific elongation factor and a distinctive RNA structure. To discover possible code variations in extant organisms we analyzed 6.4 trillion base pairs of metagenomic sequences and 24 903 microbial genomes for tRNA(Sec) species. As expected, UGA is the predominant Sec codon in use. We also found tRNA(Sec) species that recognize the stop codons UAG and UAA, and ten sense codons. Selenoprotein synthesis programmed by UAG in Geodermatophilus and Blastococcus, and by the Cys codon UGU in Aeromonas salmonicida was confirmed by metabolic labeling with (75) Se or mass spectrometry. Other tRNA(Sec) species with different anticodons enabled E. coli to synthesize active formate dehydrogenase H, a selenoenzyme. This illustrates the ease by which the genetic code may evolve new coding schemes, possibly aiding organisms to adapt to changing environments, and show the genetic code is much more flexible than previously thought.


Subject(s)
Bacteria/genetics , Codon, Terminator/genetics , Genome, Bacterial , Selenocysteine/genetics , Base Sequence , Evolution, Molecular , Genetic Code , Metagenome
15.
FEBS Lett ; 589(17): 2194-9, 2015 Aug 04.
Article in English | MEDLINE | ID: mdl-26160755

ABSTRACT

Incorporation of selenocysteine (Sec) in bacteria requires a UGA codon that is reassigned to Sec by the Sec-specific elongation factor SelB and a conserved mRNA motif (SECIS element). These requirements severely restrict the engineering of selenoproteins. Earlier, a synthetic tRNASec was reported that allowed canonical Sec incorporation by EF-Tu; however, serine misincorporation limited its scope. We report a superior tRNASec variant (tRNAUTuX) that facilitates EF-Tu dependent stoichiometric Sec insertion in response to UAG both in vivo in Escherichia coli and in vitro in a cellfree protein synthesis system. We also demonstrate recoding of several sense codons in a SelB supplemented cell-free system. These advances in Sec incorporation will aid rational design and directed evolution of selenoproteins.


Subject(s)
Peptide Elongation Factor Tu/metabolism , Protein Biosynthesis , RNA, Transfer, Amino Acid-Specific/metabolism , Selenocysteine/metabolism , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Base Sequence , Codon, Terminator/genetics , Escherichia coli/genetics , Escherichia coli/metabolism , Molecular Sequence Data , Mutation , Nucleic Acid Conformation , Peptide Elongation Factor Tu/genetics , Peptide Elongation Factors/genetics , Peptide Elongation Factors/metabolism , RNA, Transfer, Amino Acid-Specific/chemistry , RNA, Transfer, Amino Acid-Specific/genetics , RNA, Transfer, Amino Acyl/chemistry , RNA, Transfer, Amino Acyl/genetics , RNA, Transfer, Amino Acyl/metabolism , Selenoproteins/genetics , Selenoproteins/metabolism
16.
Antimicrob Agents Chemother ; 57(11): 5373-83, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23959318

ABSTRACT

With increasing numbers of hospital-acquired antibiotic resistant infections each year and staggering health care costs, there is a clear need for new antimicrobial agents, as well as novel strategies to extend their clinical efficacy. While genomic studies have provided a wealth of information about the alleles associated with adaptation to antibiotics, they do not provide essential information about the relative importance of genomic changes, their order of appearance, or potential epistatic relationships between adaptive changes. Here we used quantitative experimental evolution of a single polymorphic population in continuous culture with whole-genome sequencing and allelic frequency measurements to study daptomycin (DAP) resistance in the vancomycin-resistant clinical pathogen Enterococcus faecalis S613. Importantly, we sustained both planktonic and nonplanktonic (i.e., biofilm) populations in coculture as the concentration of antibiotic was raised, facilitating the development of more ecological complexity than is typically observed in laboratory evolution. Quantitative experimental evolution revealed a clear order and hierarchy of genetic changes leading to resistance, the signaling and metabolic pathways responsible, and the relative importance of these mutations to the evolution of DAP resistance. Despite the relative simplicity of this ex vivo approach compared to the ecological complexity of the human body, we showed that experimental evolution allows for rapid identification of clinically relevant adaptive molecular pathways and new targets for drug design in pathogens.


Subject(s)
Adaptation, Physiological/genetics , Anti-Bacterial Agents/pharmacology , Daptomycin/pharmacology , Drug Resistance, Multiple, Bacterial/genetics , Enterococcus faecalis/genetics , Gene Expression Regulation, Bacterial , Genome, Bacterial , Adaptation, Physiological/drug effects , Alleles , Drug Resistance, Multiple, Bacterial/drug effects , Enterococcus faecalis/drug effects , Enterococcus faecalis/metabolism , Epistasis, Genetic , Evolution, Molecular , Gene Frequency , High-Throughput Nucleotide Sequencing , Humans , Mutation , Signal Transduction , Vancomycin/pharmacology , Vancomycin Resistance/drug effects , Vancomycin Resistance/genetics
17.
N Engl J Med ; 365(10): 892-900, 2011 Sep 08.
Article in English | MEDLINE | ID: mdl-21899450

ABSTRACT

BACKGROUND: Daptomycin is a lipopeptide with bactericidal activity that acts on the cell membrane of enterococci and is often used off-label to treat patients infected with vancomycin-resistant enterococci. However, the emergence of resistance to daptomycin during therapy threatens its usefulness. METHODS: We performed whole-genome sequencing and characterization of the cell envelope of a clinical pair of vancomycin-resistant Enterococcus faecalis isolates from the blood of a patient with fatal bacteremia; one isolate (S613) was from blood drawn before treatment and the other isolate (R712) was from blood drawn after treatment with daptomycin. The minimal inhibitory concentrations (MICs) of these two isolates were 1 and 12 µg per milliliter, respectively. Gene replacements were made to exchange the alleles found in isolate S613 with those in isolate R712. RESULTS: Isolate R712 had in-frame deletions in three genes. Two genes encoded putative enzymes involved in phospholipid metabolism, GdpD (which denotes glycerophosphoryl diester phosphodiesterase) and Cls (which denotes cardiolipin synthetase), and one gene encoded a putative membrane protein, LiaF (which denotes lipid II cycle-interfering antibiotics protein but whose exact function is not known). LiaF is predicted to be a member of a three-component regulatory system (LiaFSR) involved in the stress-sensing response of the cell envelope to antibiotics. Replacement of the liaF allele of isolate S613 with the liaF allele from isolate R712 quadrupled the MIC of daptomycin, whereas replacement of the gdpD allele had no effect on MIC. Replacement of both the liaF and gdpD alleles of isolate S613 with the liaF and gdpD alleles of isolate R712 raised the daptomycin MIC for isolate S613 to 12 µg per milliliter. As compared with isolate S613, isolate R712--the daptomycin-resistant isolate--had changes in the structure of the cell envelope and alterations in membrane permeability and membrane potential. CONCLUSIONS: Mutations in genes encoding LiaF and a GdpD-family protein were necessary and sufficient for the development of resistance to daptomycin during the treatment of vancomycin-resistant enterococci. (Funded by the National Institute of Allergy and Infectious Diseases and the National Institutes of Health.).


Subject(s)
Anti-Bacterial Agents/therapeutic use , Daptomycin/therapeutic use , Drug Resistance, Bacterial/genetics , Enterococcus faecalis/genetics , Genes, Bacterial , Gram-Positive Bacterial Infections/drug therapy , Mutation , Anti-Bacterial Agents/pharmacology , Bacteremia/drug therapy , Bacteremia/microbiology , Daptomycin/pharmacology , Enterococcus faecalis/drug effects , Enterococcus faecalis/isolation & purification , Enterococcus faecalis/ultrastructure , Genes, Bacterial/genetics , Genome, Bacterial , Humans , Microbial Sensitivity Tests , Microscopy, Electron, Transmission , Sequence Analysis, DNA , Vancomycin Resistance
18.
Biophys J ; 99(3): 887-96, 2010 Aug 04.
Article in English | MEDLINE | ID: mdl-20682267

ABSTRACT

Success in evolution depends critically upon the ability of organisms to adapt, a property that is also true for the proteins that contribute to the fitness of an organism. Successful protein evolution is enhanced by mutational pathways that generate a wide range of physicochemical mechanisms to adaptation. In an earlier study, we used a weak-link method to favor changes to an essential but maladapted protein, adenylate kinase (AK), within a microbial population. Six AK mutants (a single mutant followed by five double mutants) had success within the population, revealing a diverse range of adaptive strategies that included changes in nonpolar packing, protein folding dynamics, and formation of new hydrogen bonds and electrostatic networks. The first mutation, AK(BSUB) Q199R, was essential in defining the structural context that facilitated subsequent mutations as revealed by a considerable mutational epistasis and, in one case, a very strong dependence upon the order of mutations. Namely, whereas the single mutation AK(BSUB) G213E decreases protein stability by >25 degrees C, the same mutation in the background of AK(BSUB) Q199R increases stability by 3.4 degrees C, demonstrating that the order of mutations can play a critical role in favoring particular molecular pathways to adaptation. In turn, protein folding kinetics shows that four of the five AK(BSUB) double mutants utilize a strategy in which an increase in the folding rate accompanied by a decrease in the unfolding rate results in additional stability. However, one mutant exhibited a dramatic increase in the folding relative to a modest increase in the unfolding rate, suggesting a different adaptive strategy for thermostability. In all cases, an increase in the folding rates for the double mutants appears to be the preferred mechanism in conferring additional stability and may be an important aspect of protein evolution. The range of overlapping as well as contrasting strategies for success illustrates both the power and subtlety of adaptation at even the smallest unit of change, a single amino acid.


Subject(s)
Adenylate Kinase/metabolism , Directed Molecular Evolution , Temperature , Adenylate Kinase/chemistry , Amino Acid Substitution/genetics , Circular Dichroism , Crystallography, X-Ray , Enzyme Stability , Kinetics , Mutant Proteins/chemistry , Mutant Proteins/metabolism , Mutation/genetics , Protein Denaturation , Protein Folding , Protein Structure, Secondary
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