PubMed Health⌕ Search

Biomedical subjects

Y Husimi

Publications and source records attributed to Y Husimi.

At least 19 recordsLinked to original sources
PubMed2001

An in vitro DNA virus for in vitro protein evolution.

In vitro virus is a molecular construct for in vitro protein evolution, which requires some mechanism to link phenotype to genotype. The first in vitro virus was realized by bonding a nascent protein with its coding mRNA via puromycin in in vitro translation. We report a new construct of in vitro DNA virus. The virion was a covalent cDNA-protein fusion, and virion formation did not require any modification of mRNA. Due to intactness of mRNA, this type of in vitro DNA virus will take the next step toward in vitro autonomous evolution, just like in vivo viral evolution in a cellstat.

DNA Primers↗
PubMed2001

A cross-section of the fitness landscape of dihydrofolate reductase.

In vitro molecular evolution is regarded as a hill-climbing on a fitness landscape in sequence space, where the 'fitness' is a quantitative measure of a certain physicochemical property of a biopolymer. We analyzed a 'cross-section' of the enzymatic activity landscape of dihydrofolate reductase (DHFR) by using a method of analysis of a fitness landscape. We limited the sequence space of interest to the five-dimensional sequence space, where the coordinate corresponds to the 1st, 16th, 20th, 42nd and 92nd site in the DHFR sequence. Thirty six mutants mapped into the limited sequence space were taken in the analysis. As a result, the cross-section is of the rough Mt Fuji type based on the mutational additivity. The ratio of the mean slope to the roughness is 2.8 and the Z-score of the original ratio against a distribution of random references is 7.0, which indicates a large statistical significance. The existence of such a cross-section was discussed in terms of the occurrence probability of sets of five sites distantly separated from each other on the DHFR 3D structure. Our results support the effectiveness of the evolution strategy which exploits the accumulation of advantageous single point mutations in such a cross-section.

Amino Acid Sequence↗
PubMed2000

Theory of evolutionary molecular engineering through simultaneous accumulation of advantageous mutations.

We examined the effectiveness of an "adaptive leap" strategy using the "mutation scrambling" method as an efficient optimization technique (Uchiyama, 2000;J. Biochem.128, 441-447) for cases where mutational (rough) additivity holds in fitness. The mutation scrambling method is composed of the following three processes: (1) preliminary selection of several advantageous single-point mutations introduced in a wild-type sequence; (2) preparation of various multiple-point mutants incorporating the advantageous mutant residue or wild-type residue at each of the selected sites, by scrambling the mutant residues and wild-type residues (this process is called mutation scrambling); and (3) selection of the fittest through screening of the mutant pool. The fitness distribution in the mutant pool is controlled by the mixing ratio of the mutant residues to the wild-type residues. We focused on the mutant fitness distribution and obtained the optimal mixing ratio which efficiently generates superior multiple-point mutants with high fitnesses. As a result, we found that the optimal ratio lies between 7/3 and 9/1 in realistic cases. Particularly, this strategy works well in cases where the number of component mutations is large and the size of the population to be screened is small. Analysis of the mutant fitness distributions with various mixing ratios is also useful to explore local fitness landscapes.

Animals↗
PubMed2000

A T-extended vector using a green fluorescent protein as an indicator.

T-extended vector (T-vector) is a useful tool for cloning PCR products directly. We exploited a novel T-vector using a green fluorescent protein (GFP) as an indicator based on insertional inactivation. The brightest GFP mutant was used for easy detection even under daylight. The 100bp and 0.9kb of PCR products were cloned, and the transformant colonies with inserts were adjudged by the fluorescent green-white screening. The GFP system was more sensitive to insertional inactivation than the beta-galactosidase system at the conventional insertion sites.

Base Sequence↗
PubMed2000

Analysis of a local fitness landscape with a model of the rough Mt. Fuji-type landscape: application to prolyl endopeptidase and thermolysin.

A method of analysis of a local fitness landscape for a current biopolymer is presented. Based on the assumption of additivity of mutational effects in the biopolymer, we assigned a site-fitness to each residue at each site. The assigned values of site-fitnesses were obtained by the least-squares method to minimize discrepancies between experimental fitnesses and theoretical ones. As test cases, we analyzed a section of a local landscape for the thermostability of prolyl endopeptidase and that for the enzymatic activity of thermolysin. These sections were proved to be of the rough Mt. Fuji-type with straight theta values of larger than 1.0, where straight theta is defined as the ratio of the "mean slope" to the "degree of roughness" on the fitness surface. Furthermore, we theoretically explained discrepancies between the fitnesses of multiple mutants and those predicted based on strict additivity of the component mutations by using a model of the rough Mt. Fuji-type landscape. According to this model, the discrepancies depend on the local landscape property (such as the straight theta value) and the location of the wild type on the landscape and the mean change in fitness by the component mutations. Our results suggest that this model may provide a good approximation of real sections of local landscapes for current biopolymers phenomenologically.

Amino Acid Sequence↗
PubMed2000

From amino acid landscape to protein landscape: analysis of genetic codes in terms of fitness landscape.

Assigning the values of a certain physicochemical property for individual amino acids to the corresponding codons, we can make an amino acid property "landscape" on a four valued three dimensional sequence space from a genetic code table. Eleven property landscapes made from the standard genetic code (SGC) were analyzed. The evaluation of correlation for each landscape is done by theta value, which represents the ratio of the mean slope (as an additive term) to the degree of roughness (as a nonadditive term). The theta-values for hydropathy indices, polarity, specific heat, and beta-sheet propensity were considerably large with respect to SGC. This implies that the additivity of the contribution from each letter holds for these properties. To clarify the meaning of the so-called mutational robustness of SGC, we next examined correlations between the amino acid property and the actual "site fitnesses" of a protein. The site fitnesses were derived from a set of binding preference scores of amino acid residues at every site in MHC class I molecule binding peptides (Udaka et al. in press). We found that the SGC's theta value for an amino acid property is correlated with the significance of the property in the protein function. Adaptive walk simulation on fitness (= affinity) landscapes in a base sequence space for these model peptides confirmed better evolvability due to the introduction of SGC.

Amino Acids↗
PubMed2000

Adaptive walks by the fittest among finite random mutants on a Mt. Fuji-type fitness landscape. II. Effect of small non-additivity.

We examined properties of adaptive walks by the fittest on "rough Mt. Fuji-type" fitness landscapes, which are modeled by superposing small uncorrelated random component on an additive fitness landscape. A single adaptive walk is carried out by repetition of the evolution cycle composed of (1) mutagenesis process that produces random d-fold point mutants of population size N and (2) selection process that picks out the fittest mutant among them. To comprehend trajectories of the walkers, the fitness landscape is mapped into a (x, y, z)-space, where x, y and z represent, respectively, normalized Hamming distance from the peak on the additive fitness landscape, scaled additive fitness and scaled nonadditive fitness. Thus a single adaptive walk is expressed as the dynamics of a particle in this space. We drew the "hill-climbing" vector field, where each vector represents the most probable step for a walker in a single step. Almost all of the walkers are expected to move along streams of vectors existing on a particular surface that overlies the (x, y)-plane, toward the neighborhood of a characteristic point at which a mutation-selection-random drift balance is reached. We could theoretically predict this reachable point in the case of random sampling search strategy.

Biological Evolution↗
PubMed1999

A novel mutant of green fluorescent protein with enhanced sensitivity for microanalysis at 488 nm excitation.

Green fluorescent protein (GFP) has been utilized as a powerful reporter of gene expression and protein localization in cells. We discovered a mutant carrying point mutation S208L from a UV-excitable GFP (F99S/M153T/V163A). It had the enhanced fluorescence intensity. Introduction of the red-shifted mutations (F64L/S65T) to this mutant led to the GFP having the brightest mutants reported which were expressed in Escherichia coli and excited at 488 nm. The relative fluorescence intensities to that of wild-type GFP and GFPuv were increased about 120- and 10-fold, respectively. It was shown that the S208L mutation contributes to both a higher intrinsic brightness of GFP and a higher expression level in E. coli.

Electrophoresis, Polyacrylamide Gel↗
PubMed1999

Characterization of imidazole as a DNA denaturant by using TGGE of PCR products from a random pool of DNA.

Perpendicular temperature gradient gel electrophoresis (TGGE) profiles were analyzed for PCR products from a random pool of DNA [60 nts random region flanked by two primer (20 nts) sites]. Besides a normal transition profile of a homoduplex, unique mobility transition profiles of two kinds of heteroduplex with a big internal loop were observed, representing the successive helix-coil transitions of the DNAs. As the appearance of the heteroduplex band is an estimator of the complexity of a random pool, it will be applicable to monitor the extent of the selection process in the in vitro selection method. When imidazole was added to the electrophoretic buffer, the transition pattern shifted to the low temperature side. At a concentration of 1 M, imidazole lowered the melting temperature (Tm) of DNA by 13+/-2 degrees C for all the three chain separation transitions observed. Thus imidazole is a stronger denaturant than urea, at least at dilute concentration. Dependence of Tm on concentration of imidazole and the mobility change suggested that imidazole binds to nucleotide in the single-stranded state.

Base Sequence↗
PubMed1998

Adaptive Walks by the Fittest among Finite Random Mutants on a Mt. Fuji-type Fitness Landscape.

Based on the theory of fitness distributions on a Mt. Fuji-type fitness landscape in a multivalued sequence space (Aita & Husimi, 1996 J. theor. Biol. 182, 469-485), we investigated the properties of adaptive walks on the ideal landscape in the case of a cloning-screening-type evolution experiment. We modeled that an adaptive walk is performed by repetition of the evolution cycle composed of the mutagenesis process generating random d-fold point mutants of population size N and the selection process looking for the fittest mutant among them. While an adaptive walk is described in a sequence space, we simplified the description as follows. We mapped the landscape in an x-y plane, where x and y represent a normalized Hamming distance from the global peak and a scaled fitness, respectively. An adaptive walk is described as a trajectory in the plane. The most certain step for a walker to move in a single evolution cycle is represented by a vector in the plane. Then, a walker moves along the streams in the vector field determined by d and N. The walker performs fast hill-climbing until a "trap-line", which traverses the plane. Subsequently, the walker is likely to get trapped in an "apparent local optimum". To continue the walk, apparent local optima must be eliminated by resetting d and N larger. Therefore, for the fastest walk, the optimal schedule of the d-values (initially large d, then small d) is effective, although the economical walk with high cost-performance is different. If a real landscape is just of the Mt. Fuji-type, the walk with the highest cost-performance will be performed by scanning site-directed optimization through all sites. However, in the case of the rough Mt. Fuji-type, which seems to be more realistic, the walking method we have examined will be effective for a walker to sidestep true local optima.Copyright 1998 Academic Press

Journal Article↗
PubMed1998

Y-ligation: an efficient method for ligating single-stranded DNAs and RNAs with T4 RNA ligase.

Very efficient ligation of oligodeoxyribonucleotides was attained through a simple molecular construct, which is composed of one stem and two branches (Y-shape), with use of T4 RNA ligase. Single-stranded DNAs (naturally, RNAs also) of more than 100 nucleotides (even 800 nts) were considerably ligated, approximately as theoretically expected. Owing to the molecular construct adopted, such a tiny amount of ligation products could be amplified to a sufficient amount by PCR and then recovered as single-stranded DNAs. This advantage of being amplifiable is shown to be useful for both combinatorial chemistry and evolutionary molecular engineering, which deal with a pool of diversity molecules.

Biomedical Engineering↗
PubMed1997

In vitro virus: bonding of mRNA bearing puromycin at the 3'-terminal end to the C-terminal end of its encoded protein on the ribosome in vitro.

Adequate means for genotype assignment to phenotype is essential in evolutionary molecular engineering. In this study, construction of 'in vitro virus' was carried out in which a genotype molecule (mRNA) covalently binds to the phenotype molecule (protein) through puromycin on the ribosome in a cell-free translation system. Bonding efficiency was approximately 10%, thus indicating a population of the in vitro virus to have approximately 10(12) protein variants, this number being 10(4) that in the phage display. The in vitro virus is useful for examining protein evolution in a test tube and the results may possibly serve as basis for a general method for selecting proteins possessing the most desirable functions.

Animals↗
PubMed1996

Fitness spectrum among random mutants on Mt. Fuji-type fitness landscape.

Statistical properties of a Mt. Fuji-type fitness landscape on a multi-valued sequence space were analysed. We constructed the model landscape based on additivity of the free energy contributed by each residue on a biopolymer, introducing "tolerance functions" that describe tolerance to residue substitution at each site. The fitness spectrum among a random mutant population around a wild-type sequence was theoretically obtained as the probability density distribution function of fitness. As the Hamming distance from the wild-type to the mutants increases, the mean fitness of the mutant population gradually decreases, and the variance of the fitness increases. These features are originated from the anisotropy of the landscape. On the assumption that the free energy is statistically additive around a wild-type in a sequence space of a real biopolymer, one can estimate the Hamming distance from the wild-type to the optimal biopolymer and the fitness of the optimum. Two sets of experimental data were analysed: (1) a promoter strength spectrum of a mutant population produced by the random mutagenesis of a wild-type lac promoter; (2) four stepwise optimization processes of different peptide mixtures evaluated with ligand binding affinity. Analysis of both experiments showed the compatibility with the hypothesis that local fitness landscapes around contemporary biopolymers are near Mt. Fuji-type. The mean slope of each of the four affinity landscapes for (2) was estimated as delta In K(d)/delta d = 1.3 approximately 2.3, where d denotes the Hamming distance from the optimum and K(d) represents the mean dissociation constant of sequences located at the Hamming distance of d. Mt. Fuji-type landscape can be regarded as a zero-th order approximation to the real local landscape just like an "ideal gas". We showed a method to gauge statistically the shape of a near Mt. Fuji-type landscape by measuring mutant fitness spectra.

Animals↗
PubMed1995

A model of the virus-type strategy in the early stage of encoded molecular evolution.

Recent advances in evolutionary molecular engineering have revealed that the essential nature of a "virus" in the evolutionary aspect is its bonding strategy for assignment of the phenotype to its genotype. Based on the definition of "virus"-type and "cell"-type of the assignment strategy, we propose a virus-early/cell-late model of the history of life. The first encoded protein is assumed to be a cofactor of replication ribozyme in the RNA world and to be bound to its genetic RNA. As such a virus-type strategy could introduce the Darwinian selection process into the hypercycle with translation, a hypercycle with virus-like members could make the replicase protein and the translation system gradually evolve together out of the RNA world without a proto-cell. Moreover, they could evolve much faster by this virus-type strategy than by a primitive cellular organism.

Animals↗
PubMed1994

Period dependent selection in continuous culture of viruses in a periodic environment.

Selection in a cellstat culture of two mutant strains of a bacteriophage under periodically fluctuating temperature was analyzed mathematically and numerically. Each of the two viral strains (P1 and P2) was assumed to have a different Arrhenius activation energy for its reproduction reaction. A phase diagram of the final state in the continuous culture was drawn. The most noticeable was that there were both P1-only and P2-only phases of competitive exclusion depending on the period of oscillation and the dilution rate. The period-dependent selection was proved that it was based on the feedback effect via the host-population change. At a short period of oscillation, the strain with larger arithmetic average fitness ultimately dominated in the population; on the other hand, at a long period of oscillation, the strain with larger geometric average fitness ultimately dominated. There was a co-existence phase between the two exclusion phases. The results suggest the feasibility of a method to escape from trapping at local optima on a fitness landscape in evolutionary molecular engineering.

Bacteriophages↗
PubMed1993

Modes of population changeovers in continuous culture of bacterial and viral mutants spectrum.

Dynamics of a continuous culture of bacterial and viral mutants population produced by a random mutagenesis was analyzed mathematically and numerically. The selection coefficient distributions among initial mutants population were classified into three categories by the shape of logarithm of the distribution function; (i) concave, (ii) linear and (iii) convex. Time courses in the three categories were quite different and insensitive to growth models and method of culture. The population changeover took place only once in the concave case. Multiple sequential population changeovers occurred in the convex case. The "isopopulation" time point emerged in the linear case. Selection coefficient distribution among randomly mutagenized population can be calculated from the local fitness landscape around the base sequence of the wild-type. An ideal Fujiyama-type landscape provided a slightly convex distribution of random mutants and led to sequential population changeovers in continuous culture.

Bacteria↗