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Wayne M Patrick

Publications and source records attributed to Wayne M Patrick.

7 recordsLinked to original sources
PubMed2005

Statistics of protein library construction.

UNLABELLED: We have investigated the statistics associated with constructing and sampling large protein-encoding libraries. Using fairly simple statistics we have written algorithms for estimating the diversity in libraries generated by the most commonly used protocols, including error-prone PCR, DNA shuffling, StEP PCR, oligonucleotide-directed randomization, MAX randomization, synthetic shuffling, DHR, ADO and SISDC. AVAILABILITY: Web interface and C++ source code available at http://guinevere.otago.ac.nz/stats.html. SUPPLEMENTARY INFORMATION: Complete mathematical notes, model assumptions and justification, users' guide and worked examples at above website.

Algorithms↗
PubMed2005

Strategies and computational tools for improving randomized protein libraries.

In the last decade, directed evolution has become a routine approach for engineering proteins with novel or altered properties. Concurrently, a trend away from purely 'blind' randomization strategies and towards more 'semi-rational' approaches has also become apparent. In this review, we discuss ways in which structural information and predictive computational tools are playing an increasingly important role in guiding the design of randomized libraries: web servers such as ConSurf-HSSP and SCHEMA allow the prediction of sites to target for producing functional variants, while algorithms such as GLUE, PEDEL and DRIVeR are useful for estimating library completeness and diversity. In addition, we review recent methodological developments that facilitate the construction of unbiased libraries, which are inherently more diverse than biased libraries and therefore more likely to yield improved variants.

Algorithms↗
PubMed2005

In vitro selection and characterization of a stable subdomain of phosphoribosylanthranilate isomerase.

The (beta(alpha))8-barrel is the most common enzyme fold and it is capable of catalyzing an enormous diversity of reactions. It follows that this scaffold should be an ideal starting point for engineering novel enzymes by directed evolution. However, experiments to date have utilized in vivo screens or selections and the compatibility of (beta(alpha))8-barrels with in vitro selection methods remains largely untested. We have investigated plasmid display as a suitable in vitro format by engineering a variant of phosphoribosylanthranilate isomerase (PRAI) that carried the FLAG epitope in active-site-forming loop 6. Trial enrichments for binding of mAb M2 (a mAb to FLAG) demonstrated that FLAG-PRAI could be identified from a 10(6)-fold excess of a FLAG-negative competitor in three rounds of in vitro selection. These results suggest PRAI as a useful scaffold for epitope and peptide grafting experiments. Further, we constructed a FLAG-PRAI loop library of approximately 10(7) clones, in which the epitope residues most critical for binding mAb M2 were randomized. Four rounds of selection for antibody binding identified and enriched for a variant in which a single nucleotide insertion produced a truncated (beta(alpha))8-barrel consisting of (beta(alpha))1-5beta6. Biophysical characterization of this clone, trPRAI, demonstrated that it was selected because of a 21-fold increase in mAb M2 affinity compared with full-length FLAG-PRAI. Remarkably, this truncated barrel was found to be soluble, structured, thermostable and monomeric, implying that it represents a genuine subdomain of PRAI and providing further evidence that such subdomains have played an important role in the evolution of the (beta(alpha))8-barrel fold.

Aldose-Ketose Isomerases↗
PubMed2004

A second-generation system for unbiased reading frame selection.

Reading frame selection of nucleic acids has important implications for protein engineering and genomics. Current methods are limited because selection of the gene of interest inevitably depends on the solubility of its translated product. Here we report the construction of the pInSALect vector, which provides strict reading frame selection without concomitant selection for protein solubility or folding. This plasmid incorporates the cis-splicing VMA intein sequence from Saccharomyces cerevisiae to facilitate the post-translational self-excision of the protein of interest, thereby eliminating potential aggregation problems. Results from two libraries of chimeric glycinamide ribonucleotide formyltransferases confirm the superior performance of pInSALect over existing reading frame selection systems.

Animals↗
PubMed2004

Novel methods for directed evolution of enzymes: quality, not quantity.

In the past decade methods of directed molecular evolution have proven revolutionary in protein engineering. An increasing number of powerful new combinatorial techniques have joined rational design methods as effective tools for the manipulation and tailoring of biocatalysts. More and more, research in this maturing field is focusing on the quality and comprehensiveness of library construction and analysis. Additionally, in-depth studies have begun to highlight the underlying evolutionary mechanisms, limitations, and consequences of the various methodologies. Together, these investigations are creating a framework for future engineering projects.

Algorithms↗
PubMed2003

User-friendly algorithms for estimating completeness and diversity in randomized protein-encoding libraries.

Directed evolution of proteins depends on the production of molecular diversity by random mutagenesis. While a number of methods have been developed for introducing this diversity, the best ways to sample it are not always clear. Here we used simple statistics to analyse completeness and diversity in randomized libraries generated by oligonucleotide-directed mutagenesis, error-prone polymerase chain reaction (epPCR) and in vitro recombination of highly homologous sequences. For oligonucleotide-directed mutagenesis, we derive equations to estimate how complete a given library is expected to be and also to predict the size of library required to give a fixed probability of being 100% complete. We describe the statistical bases for computer programs which estimate the number of distinct variants represented in epPCR and shuffled libraries, dubbed PEDEL and DRIVeR, respectively. These programs allow the user to calculate (rather than guess) the diversity represented in a given library and also provide empirical guidelines for maximizing this diversity. PEDEL and DRIVeR are available at www.bio.cam.ac.uk/ approximately blackburn/stats.html.

Algorithms↗