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PubMed1994

Industrial design of enzymic processes catalysed by very active immobilized derivatives: utilization of diffusional limitations (gradients of pH) as a profitable tool in enzyme engineering.

We have developed integrated studies of enzyme reaction engineering for the hydrolysis of penicillin G catalysed by very active penicillin G acylase (PGA) derivatives. We have studied the distinct effect of a key variable (pH) on different industrial parameters (e.g. activity/stability parameters). In this way we have demonstrated, in contrast with that proposed by other authors, that the generation of gradients of pH inside the porous structure of very active enzyme derivatives may be not a problem but a 'very profitable tool' to improve the whole set of industrial parameters. In this way we can establish two distinct 'optimal pH values': (i) the one inside the particle of the biocatalyst and (ii) the one in the bulk solution. The use of an external pH of 8.0 associated with the promotion of a controlled decrease in internal pH (e.g. around a mean value of 5.5) was very useful to simultaneously obtain interesting values of all industrial parameters: (i) very high hydrolytic yields (higher than 97%); (ii) a very important increase on the stability of PGA derivatives (higher than a 50-fold factor); and (iii) a very small decrease in operational activity (approximately 15%) as compared with the one of soluble enzyme at pH 8.0 with no diffusional hindrances.

Biotechnology↗
PubMedDate not supplied

Enzyme engineering for nonaqueous solvents. II. Additive effects of mutations on the stability and activity of subtilisin E in polar organic media.

Single amino acid substitutions increase the activity and stability of subtilisin E in mixtures of organic solvents and water, and the effects of these mutations are additive. A variant of subtilisin E that exhibits higher activity in mixtures of dimethylformamide (DMF) and water (Q103R) was created by random mutagenesis combined with screening for improved activity (K. Chen and F. H. Arnold, in preparation). Another mutation, N218S, known to improve both the activity and stability of subtilisin BPN', also improves the activity and stability of subtilisin E in the presence of DMF. The effects of the two substitutions on transition-state stabilization are additive. Furthermore, the Q103R mutation that improves activity has no deleterious effect on subtilisin stability. The double mutant Q103R+N218S is 10 times more active than the wild-type enzyme in 20% (v/v) DMF and twice as stable in 40% DMF. Although the effects of single mutations can be impressive, a practical strategy for engineering enzymes that function in nonaqueous solvents will most likely require multiple changes in the amino acid sequence. These results demonstrate the excellent potential for engineering nonaqueous-solvent-compatible enzymes.

Chemical Phenomena↗
PubMed2001

TRITON: graphic software for rational engineering of enzymes.

Engineering of the catalytic properties of enzymes requires knowledge about amino acid residues interacting with the transition state of the substrate. TRITON is a graphic software package for modelling enzymatic reactions for the analysis of essential interactions between the enzyme and its substrate and for in silico construction of protein mutants. The reactions are modelled using semi-empirical quantum-mechanic methods and the protein mutants are constructed by homology modelling. The users are guided through the calculation and data analysis by wizards.

Enzymes↗
PubMed1999

Applying neural networks as software sensors for enzyme engineering.

The on-line control of enzyme-production processes is difficult, owing to the uncertainties typical of biological systems and to the lack of suitable on-line sensors for key process variables. For example, intelligent methods to predict the end point of fermentation could be of great economic value. Computer-assisted control based on artificial-neural-network models offers a novel solution in such situations. Well-trained feedforward-backpropagation neural networks can be used as software sensors in enzyme-process control; their performance can be affected by a number of factors.

Algorithms↗
PubMed1990

Engineering enzymes for non-aqueous solvents.

Enzymes may be redesigned to permit catalysis in non-aqueous solvents by engineering their amino acid sequences, thereby altering their physical and chemical properties to suit the new solvent environment. The interactions that contribute to protein stability in non-aqueous solvents are discussed in the context of attempting to identify possible approaches to constructing enzymes which exhibit enhanced stability in non-aqueous media. These approaches are illustrated by several examples where protein engineering has resulted in enzymes that are better suited for catalysis in organic solvents.

Amino Acid Sequence↗
PubMed1991

Enzyme engineering for nonaqueous solvents: random mutagenesis to enhance activity of subtilisin E in polar organic media.

Enzyme activity is often dramatically reduced in polar organic solvents, even under conditions where the folded structures are stable. We have utilized random mutagenesis by polymerase chain reaction (PCR) techniques combined with screening for enhanced activity in the presence of dimethylformamide (DMF) to probe mechanisms by which improved enzymes for chemical synthesis in polar organic media might be obtained. Two amino acid substitutions which enhance subtilisin E activity in the presence of DMF, Q103R and D60N, were identified by screening on agar plates containing DMF and casein. The two substitutions are located near the substrate binding pocket or in the active site, and their effects on the catalytic efficiency kcat/KM for the hydrolysis of a peptide substrate are additive. The effects of D60N are apparent only in the presence of DMF, highlighting the importance of screening in the organic solvent. Protein engineering is an effective approach to enhancing enzyme activity in organic media: the triple mutant D60N + Q103R + N218S is 38 times more active than wild-type subtilisin E in 85% DMF. An evolutionary approach consisting of multiple steps of random mutagenesis and screening in continually higher concentrations of organic solvent should result in enzymes that are substantially more active in organic media.

Amidohydrolases↗
PubMed2004

FamClash: a method for ranking the activity of engineered enzymes.

This article introduces the computational procedure FamClash for analyzing incompatibilities in engineered protein hybrids by using protein family sequence data. All pairs of residue positions in the sequence alignment that conserve the property triplet of charge, volume, and hydrophobicity are first identified, and significant deviations are denoted as residue-residue clashes. This approach moves beyond earlier efforts aimed at solely classifying hybrids as functional or nonfunctional by correlating the rank ordering of these hybrids based on their activity levels. Experimental testing of this approach was performed in parallel to assess the predictive ability of FamClash. As a model system, single-crossover ITCHY (incremental truncation for the creation of hybrid enzymes) libraries were prepared from the Escherichia coli and Bacillus subtilis dihydrofolate reductases, and the activities of functional hybrids were determined. Comparisons of the predicted clash map as a function of crossover position revealed good agreement with activity data, reproducing the observed V shape and matching the location of a local peak in activity.

Bacillus subtilis↗
PubMed1991

Correlations between kinetic and X-ray analyses of engineered enzymes: crystal structures of mutants Cys----Gly-35 and Tyr----Phe-34 of tyrosyl-tRNA synthetase.

The crystal structures of two mutant tyrosyl-tRNA synthetases (TyrTS) are reported to test predictions from kinetic data about structural perturbations and also to aid in the interpretation of apparent strengths of hydrogen bonds measured by protein engineering. The enzyme-tyrosine and enzyme-tyrosyl adenylate complexes of the mutant, TyrTS(Cys----Gly-35), have been determined at 2.5- and 2.7-A resolution, respectively. Residue Cys-35 is in the ribose binding site. Small rearrangements in structure are seen in the enzyme-tyrosine complex that are localized around the cavity created by the mutation. The side chain of Thr-51 moves to occupy the cavity, and Ile-52 adopts two significantly populated conformations, one as in the native enzyme and a second unique to the mutant. On binding tyrosyl adenylate, Ile-52 in the mutant crystal structure preferentially occupies the conformation observed in the native structure. The side chain at Thr-51 becomes disordered. The double-mutant test, which was designed to detect interactions between residues, had previously shown a discrepancy of some 0.4 kcal/mol on mutating Cys-35 and Thr-51 separately and together. A crystal structure of a second mutant, delta TyrTS(Tyr----Phe-34), complexed with tyrosine has been determined at 2.7-A resolution. Tyr-34 in wild-type enzyme makes a hydrogen bond with the phenolic oxygen of the bound tyrosine substrate. The mutant crystal structure was solved to discover whether or not a water molecule binds to the substrate instead of the hydroxyl of Tyr-34 as the interpretation of apparent binding energies from site-directed mutagenesis experiments hinges crucially on whether there is access of water to the mutated region.

Adenosine Monophosphate↗
PubMed1991

Redox enzyme engineering: conversion of human glutathione reductase into a trypanothione reductase.

The substrate specificity of the human enzyme glutathione reductase was changed from its natural substrate glutathione to trypanothione [N1,N8-bis(glutathionyl)spermidine] by site-directed mutagenesis of two residues. The glutathione analogue, trypanothione, is the natural substrate for trypanothione reductase, an enzyme found in trypanosomatids and leishmanias, the causative agents of diseases such as African sleeping sickness, Chagas disease, and Oriental sore. The rational bases for our mutational experiments were the availability of a high-resolution X-ray structure for human glutathione reductase with bound substrates, the active site sequence comparisons of human glutathione reductase and the trypanothione reductases from Trypanosoma congolense and Trypanosoma cruzi, a complementary set of mutants in T. congolense trypanothione reductase, and the properties of substrate analogues of trypanothione. Mutation of two residues, A34----E34 and R37----W37, in the glutathione-binding site of human glutathione reductase switches human glutathione reductase into a trypanothione reductase with a preference for trypanothione over glutathione by a factor of 700 using kcat/Km as a criterion.

Animals↗