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1.
Nat Chem Biol ; 12(11): 896-898, 2016 Nov.
Article in English | MEDLINE | ID: mdl-27595330

ABSTRACT

The With-No-Lysine (K) (WNK) kinases play a critical role in blood pressure regulation and body fluid and electrolyte homeostasis. Herein, we introduce the first orally bioavailable pan-WNK-kinase inhibitor, WNK463, that exploits unique structural features of the WNK kinases for both affinity and kinase selectivity. In rodent models of hypertension, WNK463 affects blood pressure and body fluid and electro-lyte homeostasis, consistent with WNK-kinase-associated physiology and pathophysiology.


Subject(s)
Cardiovascular System/drug effects , Imidazoles/pharmacology , Kidney/drug effects , Protein Kinase Inhibitors/pharmacology , Protein Serine-Threonine Kinases/antagonists & inhibitors , Pyrrolidines/pharmacology , Small Molecule Libraries/pharmacology , Animals , Cardiovascular System/metabolism , Humans , Imidazoles/chemistry , Kidney/metabolism , Kidney Function Tests , Mice , Mice, Inbred C57BL , Mice, Transgenic , Protein Kinase Inhibitors/chemistry , Protein Serine-Threonine Kinases/metabolism , Pyrrolidines/chemistry , Rats , Rats, Sprague-Dawley , Small Molecule Libraries/chemistry
2.
Protein Eng Des Sel ; 19(11): 483-9, 2006 Nov.
Article in English | MEDLINE | ID: mdl-16951411

ABSTRACT

We assumed that adverse effects posed by introducing multiple mutations could be decomposed into those of each of the component mutations and that the risk could be reduced by the accumulation of mutations that were finely tuned for directed improvement of a specific property. We propose here a directed evolution strategy for improving a specific property with less effect on other ones. This strategy is composed of fine-tuning of mutations and their accumulation by our original mutation-assembling method. In this study, we selected lactate oxidase (LOX) as a model enzyme, because its directed evolution had showed a trade-off between thermostability and catalytic activity. Mutation profiling at each of the sites found by error-prone PCR revealed a strong inverse relationship between the two properties. Thermostable mutations with less effect on catalytic activity were selected at each site and accumulated with ideal combinations by our method. The resultant multiple mutants exhibited 5- to 10-fold superior catalytic activity and comparable thermostability with those created by accumulating thermostable mutations, which were not tuned for catalytic activity. This result demonstrates that the accumulation of fine-tuned mutations is an advantageous approach to reduce the risk of adverse effects posed by accumulating multiple mutations.


Subject(s)
Directed Molecular Evolution/methods , Mixed Function Oxygenases/chemistry , Mixed Function Oxygenases/genetics , Amino Acid Substitution , Enzyme Stability , Half-Life , Kinetics , Mixed Function Oxygenases/metabolism , Mutagenesis, Site-Directed , Peptide Library , Polymerase Chain Reaction/methods , Protein Engineering/methods , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Streptococcaceae/enzymology , Streptococcaceae/genetics , Thermodynamics
3.
Appl Microbiol Biotechnol ; 73(3): 607-17, 2006 Dec.
Article in English | MEDLINE | ID: mdl-16944137

ABSTRACT

A biased mutation-assembling method-that is, a directed evolution strategy to facilitate an optimal accumulation of multiple mutations on the basis of additivity principles, was applied to the directed evolution of water-soluble PQQ glucose dehydrogenase (PQQGDH-B) to reduce its maltose oxidation activity, which can lead to errors in blood glucose determination. Mutations appropriate for the reduction without fatal deterioration of its glucose oxidation activity were developed by an error-prone PCR method coupled with a saturation mutagenesis method. Moreover, two types of incorporation frequency based on their contribution were assigned to the mutations: high (80%) and evens (50%), in constructing a multiple mutant library. The best mutant created showed a marked reduction in maltose oxidation activity, corresponding to 4% of that of the wild-type enzyme, with 35% retention of glucose oxidation activity. In addition, this mutant showed a reduction in galactose oxidation activity corresponding to 5% of that of the wild-type enzyme. In conclusion, we succeeded in developing the PQQGDH-B mutants with improved substrate specificity and validated our method coupled with optimized mutations and their contribution-based incorporation frequencies by applying it to the development.


Subject(s)
Acinetobacter calcoaceticus/enzymology , Glucose Dehydrogenases/genetics , Glucose Dehydrogenases/metabolism , Protein Engineering/methods , Acinetobacter calcoaceticus/genetics , Amino Acid Substitution , Directed Molecular Evolution , Enzyme Activation , Enzyme Stability , Glucose Dehydrogenases/chemistry , Maltose/metabolism , Mutagenesis, Site-Directed , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , Substrate Specificity
4.
Protein Eng Des Sel ; 18(6): 265-71, 2005 Jun.
Article in English | MEDLINE | ID: mdl-15928005

ABSTRACT

We have developed an efficient optimization technique, 'biased mutation-assembling', for improving protein properties such as thermostability. In this strategy, a mutant library is constructed using the overlap extension polymerase chain reaction technique with DNA fragments from wild-type and phenotypically advantageous mutant genes, in which the number of mutations assembled in the wild-type gene is stochastically controlled by the mixing ratio of the mutant DNA fragments to wild-type fragments. A high mixing ratio results in a mutant composition biased to favor multiple-point mutants. We applied this strategy to improve the thermostability of prolyl endopeptidase from Flavobacterium meningosepticum as a case study and found that the proportion of thermostable mutants in a library increased as the mixing ratio was increased. If the proportion of thermostable mutants increases, the screening effort needed to find them should be reduced. Indeed, we isolated a mutant with a 1200-fold longer activity half-life at 60 degrees C than that of wild-type prolyl endopeptidase after screening only 2000 mutants from a library prepared with a high mixing ratio. Our results indicate that an aggressive accumulation of advantageous mutations leads to an increase in the quality of the mutant library and a reduction in the screening effort required to find superior mutants.


Subject(s)
Chryseobacterium/enzymology , Directed Molecular Evolution , Hot Temperature , Mutation , Serine Endopeptidases/genetics , Chryseobacterium/genetics , Gene Expression , Gene Library , Genetic Vectors , Prolyl Oligopeptidases , Protein Engineering , Serine Endopeptidases/chemistry , Serine Endopeptidases/metabolism , Thermodynamics
5.
Biopolymers ; 64(2): 95-105, 2002 Jul 05.
Article in English | MEDLINE | ID: mdl-11979520

ABSTRACT

We present a method for analysis of a fitness landscape of a biopolymer with significantly epistatic sites. The analysis is based on a quasi-additive fitness model. The fitness model is constructed with additive terms conducted by "site-fitness" and epistatic terms conducted by "pair-fitness," where the site-fitness is a fitness contribution from an independent residue and the pair-fitness is a fitness contribution from a pair of epistatic residues. As a case study, we analyzed the sequence-fitness data for 45 clones of thermostable prolyl endopeptidase mutants. They were generated by a mutation scrambling method, which can accumulate advantageous mutations. The fitness contributions from 14 single-point mutations including E67Q and Q656R were identified by the analysis. As a result, we found that the fitness model with a significant epistatic term by a pair of the 67th site and 656th site was in good agreement with the experimental data and that the explored landscape in the binary 14-dimensional sequence space is still a mountainous landscape with twin peaks. The validity was supported by the analysis of mutant fitness distributions derived from another mutation scrambling experiment and by (3D) structural data.


Subject(s)
Serine Endopeptidases/chemistry , Directed Molecular Evolution , Half-Life , Models, Molecular , Mutation , Prolyl Oligopeptidases , Serine Endopeptidases/genetics , Thermodynamics
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