Delineation of an evolutionary salvage pathway by compensatory mutations of a defective lysozyme.

Model-free approaches (random mutagenesis, DNA shuffling) in combination with more "rational," three-dimensional information-guided randomization have been used for directed evolution of lysozyme activity in a defective T4 lysozyme mutant. A specialized lysozyme cloning vector phage, derived from phage lambda, depends upon T4 lysozyme function for its ability to form plaques. The substitution W138P in T4 lysozyme totally abolishes its plaque-forming ability. Compensating mutations in W138P T4 lysozyme after sequential random mutagenesis of the whole gene as well as after targeted randomization of residues in the vicinity of Trp138 were selected. In a second stage, these mutations were randomly recombined by the recombinatorial PCR method of DNA shuffling. Shuffled and selected W138P T4 lysozyme variants provide the hybrid lambda phage with sufficient lysozyme activity to produce normal-size plaques, even at elevated temperature (42 degrees C). The individual mutations with the highest compensatory information for W138P repair are the substitutions A146F and A146M, selected after targeted randomization of three residues in the neighborhood of Trp138 by combinatorial mutagenesis. The best evolved W138P T4 lysozymes, however, accumulated mutations originating from both randomly mutagenized as well as target-randomized variants.     

Reducing mutational bias in random protein libraries

The success of protein optimization through directed molecular evolution depends to a large extent on the size and quality of the displayed library. Current low-fidelity DNA polymerases that are commonly used during random mutagenesis and recombination in vitro display strong mutational preferences, favoring the substitution of certain nucleotides over others. The result is a biased and reduced functional diversity in the library under selection. In an effort to reduce mutational bias, we combined two different low-fidelity DNA polymerases, Taq and Mutazyme, which have opposite mutational spectra. As a first step, random mutants of the Bacillus thuringiensis cry9Ca1 gene were generated by separate error-prone polymerase chain reactions (PCRs) with each of the two polymerases. Subsequent shuffling by staggered extension process (StEP) of the PCR products resulted in intermediate numbers of AT and GC substitutions, compared to the Taq or Mutazyme error-prone PCR libraries. This strategy should allow generating unbiased libraries or libraries with a specific degree of mutational bias by applying optimal mutagenesis frequencies during error-prone PCR and controlling the concentration of template in the shuffling reaction while taking into account the GC content of the target gene.     

DNA改组的最新动态及应用前景

DNA改组(DNA shuffling)是目前最方便、有效的一种分子水平的体外定向进化技术,该技术同倾向错误PCR (Error-prone PCR) 相结合,通过对单基因或相关基因家族的靶序列进行多轮随机诱变、重组和高通量的筛选,可以有效富集正突变,去除负突变,提高突变文库的丰度,创造新基因和获得期望功能的蛋白质。DNA改组技术已在新药物等领域取得了广泛的应用,极大地推动了现代生物科学和生物技术的发展。该技术同计算机强大的数据分析系统相结合,将会为后基因组学的发展提供强有力的技术平台。     

Random multi-recombinant PCR for the construction of combinatorial protein libraries

Development of a new methodology to create protein libraries, which enable the exploration of global protein space, is an exciting challenge. In this study we have developed random multi-recombinant PCR (RM-PCR), which permits the shuffling of several DNA fragments without homologous sequences. In order to evaluate this methodology, we applied it to create two different combinatorial DNA libraries. For the construction of a ‘random shuffling library’, RM-PCR was used to shuffle six DNA fragments each encoding 25 amino acids; this affords many different fragment sequences whose every position has an equal probability to encode any of the six blocks. For the construction of the ‘alternative splicing library’, RM-PCR was used to perform different alternative splicings at the DNA level, which also yields different block sequences. DNA sequencing of the RM-PCR products in both libraries revealed that most of the sequences were quite different, and had a long open reading frame without a frame shift or stop codon. Furthermore, no distinct bias among blocks was observed. Here we describe how to use RM-PCR for the construction of combinatorial DNA libraries, which encode protein libraries that would be suitable for selection experiments in the global protein space.     

Directed evolution of alpha-aspartyl dipeptidase from Salmonella typhimurium.

Model-free approaches (error-prone PCR to introduce random mutations, DNA shuffling to combine positive mutations, and screening of the resultant mutant libraries) have been used to enhance the catalytic activity and thermostability of alpha-aspartyl dipeptidase from Salmonella typhimurium, which is uniquely able to hydrolyze Asp-X dipeptides (where X is any amino acid) and one tripeptide (Asp-Gly-Gly). Under double selective pressures of activity and thermostability, through two rounds of error-prone PCR and three sequential generations of DNA shuffling, coupled with screening, a mutant pepEM3074 with approximately 47-fold increased enzyme activity compared with its wild-type parent was obtained. Moreover, the stability of pepEM3074 is increased significantly. Three amino acid substitutions (Asn89His, Gln153Glu, and Leu205Arg), two of them are near the active site and substrate binding pocket, were identified by sequencing the genes encoding this evolved enzyme. The mechanism of the enhancement of activity and stability was analyzed in this paper.     

The Influence of Matrix Size on Statistical Properties of Co-Occurrence and Limiting Similarity Null Models

Null models exploring species co-occurrence and trait-based limiting similarity are increasingly used to explore the influence of competition on community assembly; however, assessments of common models have not thoroughly explored the influence of variation in matrix size on error rates, in spite of the fact that studies have explored community matrices that vary considerably in size. To determine how smaller matrices, which are of greatest concern, perform statistically, we generated biologically realistic presence-absence matrices ranging in size from 3–50 species and sites, as well as associated trait matrices. We examined co-occurrence tests using the C-Score statistic and independent swap algorithm. For trait-based limiting similarity null models, we used the mean nearest neighbour trait distance (NN) and the standard deviation of nearest neighbour distances (SDNN) as test statistics, and considered two common randomization algorithms: abundance independent trait shuffling (AITS), and abundance weighted trait shuffling (AWTS). Matrices as small as three × three resulted in acceptable type I error rates (p < 0.05) for both the co-occurrence and trait-based limiting similarity null models when exclusive p-values were used. The commonly used inclusive p-value (≤ or ≥, as opposed to exclusive p-values; < or >) was associated with increased type I error rates, particularly for matrices with fewer than eight species. Type I error rates increased for limiting similarity tests using the AWTS randomization scheme when community matrices contained more than 35 sites; a similar randomization used in null models of phylogenetic dispersion has previously been viewed as robust. Notwithstanding other potential deficiencies related to the use of small matrices to represent communities, the application of both classes of null model should be restricted to matrices with 10 or more species to avoid the possibility of type II errors. Additionally, researchers should restrict the use of the AWTS randomization to matrices with fewer than 35 sites to avoid type I errors when testing for trait-based limiting similarity. The AITS randomization scheme performed better in terms of type I error rates, and therefore may be more appropriate when considering systems for which traits are not clustered by abundance.     

Subtraction of cap-trapped full-length cDNA libraries to select rare transcripts

The normalization and subtraction of highly expressed cDNAs from relatively large tissues before cloning dramatically enhanced the gene discovery by sequencing for the mouse full-length cDNA encyclopedia, but these methods have not been suitable for limited RNA materials. To normalize and subtract full-length cDNA libraries derived from limited quantities of total RNA, here we report a method to subtract plasmid libraries excised from size-unbiased amplified lambda phage cDNA libraries that avoids heavily biasing steps such as PCR and plasmid library amplification. The proportion of full-length cDNAs and the gene discovery rate are high, and library diversity can be validated by in silico randomization.     

Fluorescent microplate-based analysis of protein-DNA interactions. II: Immobilized DNA

A simple protein-DNA interaction analysis has been developed using both a high-affinity/high-specificity zinc finger protein and a low-specificity zinc finger protein with nonspecific DNA binding capability. The latter protein is designed to mimic background binding by proteins generated in randomized or shuffled gene libraries. In essence, DNA is immobilized onto the surface of microplate wells via streptavidin capture, and green fluorescent protein (GFP)-labeled protein is added in solution as part of a crude cell lysate or protein mixture. After incubation and washing, bound protein is detected in a standard microplate reader. The minimum sensitivity of the assay is approximately 0.4 nM protein. The assay format is ideally suited to investigate the interactions of DNA binding proteins from within crude cell extracts and/or mixtures of proteins that may be encountered in protein libraries generated by codon randomization or gene shuffling.     

Shuffled antibody libraries created by in vivo homologous recombination and yeast surface display

Homologous recombination in yeast can be exploited to reliably generate libraries of >10⁷ transformants from a pool of PCR products and a linearized plasmid vector. Homology in the PCR insertion products drives shuffling of these genes in vivo by yeast homologous recombination. Two scFvs that share 89.8% homology were shuffled in vivo by homologous recombination, and chimeric genes were generated regardless of whether or not one of the scFv PCR products lacked 5′ homology to the cut vector and the second scFv PCR product lacked 3′ homology to the cut vector, or both PCR products had both 5′ and 3′ homology to the cut vector. A majority of the chimeras had single crossovers; however, double and triple crossovers were isolated. Crossover points were evenly distributed in the hybrids created and homology of as little as two nucleotides was able to produce a chimeric clone. The numbers of clones isolated with a given number of crossovers was approximated well by a Poisson distribution. Transformation efficiencies for the chimeric libraries were of the order of 10⁴–10⁵ transformants per microgram of insert, which is the same order of magnitude as when a single PCR product is inserted alone into the display vector by homologous recombination. This method eliminates ligation and Escherichia coli transformation steps of previous methods for generating yeast-displayed libraries, requires fewer PCR cycles than in vitro DNA shuffling and, unlike site-specific recombination methods, allows for recombination anywhere that homology exists between the genes to be recombined. This simple technique should prove useful for protein engineering in general and antibody engineering, specifically in yeast.     

Microarray-based method for combinatorial library sequence mapping and characterization

Here we describe a DNA-chip-based method for high-throughput sequence mapping. This involves competitive hybridization between short and differentially labeled fluorescent oligonucleotide probes and glass-supported PCR products. Competition between an excess of oligonucleotide probes targeting the same sequence segment improves sequence discrimination and reduces sensitivity to experimental conditions such as probe concentrations, hybridization, and washing temperatures and durations. The method was found to be particularly adapted to sequence mapping of combinatorial libraries obtained by DNA shuffling between members of a gene family. We present an application of this technique for the characterization of recombination biases in combinatorial libraries used in directed evolution.     

Computational methods for sequence mapping of large combinatorial libraries and deduced sequence signatures

Here we describe a computational approach for the high-throughput sequence mapping of combinatorial libraries obtained by DNA shuffling. Original algorithms and their software implementation were developed for the automated and reliable analysis of hybridization data of differentially labeled oligonucleotide probes with PCR products spotted on DNA microarrays. This novel approach allows a context-dependent sequence attribution tolerant to fluctuations in experimental conditions and is well adapted to hybridization signals of variable qualities resulting from high-throughput PCR amplification from colonies. In addition, the analysis permits the calculation of sequence signatures that are characteristic of combinatorial library structure, defects, and diversity. The approach is of interest for the characterization and the equalization (library reduction to nonredundant structures) of combinatorial libraries involved in directed evolution and could be extrapolated to high-throughput polymorphism analysis.     

Directed evolution of proteins by exon shuffling

Evolution of eukaryotes is mediated by sexual recombination of parental genomes. Crossovers occur in random, but homologous, positions at a frequency that depends on DNA length. As exons occupy only 1% of the human genome and introns about 24%, by far most of the crossovers occur between exons, rather than inside. The natural process of creating new combinations of exons by intronic recombination is called exon shuffling. Our group is developing in vitro formats for exon shuffling and applying these to the directed evolution of proteins. Based on the splice frame junctions, nine classes of exons and three classes of introns can be distinguished. Splice frame diagrams of natural genes show how the splice frame rules govern exon shuffling. Here, we review various approaches to constructing libraries of exon-shuffled genes. For example, exon shuffling of human pharmaceutical proteins can generate libraries in which all of the sequences are fully human, without the point mutations that raise concerns about immunogenicity.     

A combinatorial approach to hybrid enzymes independent of DNA homology

We present a methodology, termed incremental truncation for the creation of hybrid enzymes (ITCHY), that creates combinatorial fusion libraries between genes in a manner that is independent of DNA homology. We compared the ability of ITCHY and DNA shuffling to create interspecies fusion libraries between fragments of the Escherichia coli and human glycinamide ribonucleotide transformylase genes, which have only 50% identity on the DNA level. Sequencing of several randomly selected positives from each library illustrated that ITCHY identified a more diverse set of active fusion points including those in regions of nonhomology and those with crossover points that diverged from the sequence alignment. Furthermore, some of the hybrids found by ITCHY that were fused at nonhomologous locations had activities that were greater than or equal to the activity of the hybrids found by DNA shuffling.     

Beta diversity reconsidered

A simple analytical procedure to test for differences in beta diversity among sets of plots has been recently presented. Here, we describe an improved randomization procedure that replaces the one previously proposed. This procedure consists of shuffling within-group dissimilarities among groups and disregarding between-group dissimilarities. By repeating this operation many times, a distribution of the test statistics under the null hypothesis of no differences in the mean plot-to-plot dissimilarities within groups is obtained. This procedure ensures that the correct null model is selected. To describe this new procedure, we used plant and water beetle (Coleoptera) data collected from 45 permanent ponds. Beta diversity was compared between plant and water beetle (Coleoptera) assemblages.     

Incremental truncation as a strategy in the engineering of novel biocatalysts

The application and success of combinatorial approaches to protein engineering problems have increased dramatically. However, current directed evolution strategies lack a combinatorial methodology for creating libraries of hybrid enzymes which lack high homology or for creating libraries of highly homologous genes with fusions at regions of non-identity. To create such hybrid enzyme libraries, we have developed a series of combinatorial approaches that utilize the incremental truncation of genes, gene fragments or gene libraries. For incremental truncation, Exonuclease III is used to create a library of all possible single base-pair deletions of a given piece of DNA. Incremental truncation libraries (ITLs) have applications in protein engineering as well as protein folding, enzyme evolution, and the chemical synthesis of proteins. In addition, we are developing a methodology of DNA shuffling which is independent of DNA sequence homology.     

Offset recombinant PCR: a simple but effective method for shuffling compact heterologous domains

DNA shuffling and other in vitro recombination strategies have proven highly effective at generating complex libraries for mutagenesis studies. While most recombination techniques employ DNA polymerases in part of a multi-step process, few seek to exploit the natural recombinogenic tendencies and exponential amplification rates of PCR. Here, we characterize a simple but effective method for using standard PCR to promote high recombination frequencies among compact heterologous domains by locating the domains near one end of the template. In a typical amplification reaction, Pfu polymerase generated chimeric crossover events in 13% of the population when markers were separated by only 70 nt. The fraction of recombinant sequences reached 42% after six consecutive rounds of PCR, a value close to the 50% expected from a fully shuffled population. When homology within the recombinant region was reduced to 82%, the recombination frequency dropped by nearly half for a single amplification reaction and crossover events were clustered toward one end of the domain. Surprisingly, recombination frequencies for template populations with high and low sequence homologies converged after just four rounds of PCR, suggesting that the exponential accumulation of chimeric molecules in the PCR mixture serves to promote recombination within heterologous domains.     

Chimeric gene library construction by a simple and highly versatile method using recombination-dependent exponential amplification

A simple and efficient method for the construction of chimeric gene libraries termed RDA-PCR (recombination-dependent exponential amplification polymerase chain reaction) was developed by modifying polymerase chain reaction. A chimeric gene library is generated from homologous parental genes with additional primer-annealing sequences at their "heads" and "tails". Two primers ("skew primers") are designed to exclusively anneal to either the heads of maternal genes or the tails of paternal genes. During the RDA-PCR, short annealing/extension periods facilitate homologous recombination. The chimeric sequences can be exponentially amplified to form the chimeric gene library, whereas parental sequences without crossovers are not amplified. As a model, we constructed a chimeric gene library of yellow and green fluorescent protein (yfp and gfp, respectively). The crossover point profile of RDA-PCR clones was compared with those obtained by (modified) family shuffling. PCR restriction fragment polymorphism (PCR-RFLP) analysis of the RDA-PCR clones showed a high content of chimeric genes in the library, whereas family shuffling required the modification using skew primers for selective enrichment of chimeric sequences. PCR-RFLP analysis also indicated that the crossover points of RDA-PCR chimeras were distributed over the entire protein-coding region. Moreover, as few as 2 bp of the continual identity of nucleotides were found at the crossover points at high frequency (30% of the tested clones), suggesting that RDA-PCR resulted in a higher diversity in crossover points than family shuffling.     

Directed evolution of a maltogenic alpha-amylase from Bacillus sp. TS-25

Directed evolution coupled with a high-throughput robotic screen was employed to broaden the industrial use of the maltogenic alpha-amylase Novamyl from Bacillus sp. TS-25. Wild-type Novamyl is currently used in the baking industry as an anti-staling agent in breads baked at neutral or near neutral pH. However, the enzyme is rapidly inactivated during the baking process of bread made with low pH recipes and Novamyl thus has very limited beneficial effect for this particular application. In an effort to improve the performance of Novamyl for low pH bread applications such as sourdough and rye, two error-prone PCR libraries were generated, expressed in Bacillus subtilis and screened for variants with improved thermal stability and activity under low pH conditions. Variants exhibiting improved performance were iteratively recombined using DNA shuffling to create two generations of libraries. Relative to wild-type Novamyl, a number of the resulting variants exhibited more than 10 degrees C increase in thermal stability at pH 4.5, one of which demonstrated substantial anti-staling properties in low pH breads.     

通过DNA改组技术获得高活性β-葡萄糖苷酸酶

β 葡萄糖苷酸酶是在植物转基因中广泛应用的报告基因 .以质粒pBI12 1中的GUS基因为基础 ,利用DNA改组方法 ,经DNaseⅠ降解 ,PrimerlessPCR ,PrimerPCR对GUS基因进行了突变和改组 ,然后将改组的GUS基因连接到原核表达载体pG2 5 1中 ,构建了库容为 10 8的突变体库 .经过活性的筛选 ,得到活性提高的克隆 ,再以此为基础 ,经过新的改组、筛选得到活性大幅度提高的克隆GUS2 4 .基因测序显示 ,GUS2 4与GUS基因之间的同源性为 99 7% ,共有 6个核苷酸位点发生了改变 ,分别是 :379位的A突变为G ,396位的T突变为C ,711位的G突变为A ,95 8位T突变为C ,990位的T突变为C ,1649位的A突变为G .核苷酸序列推导的氨基酸序列显示 ,3个氨基酸发生了突变 ,12 7位的Ser突变为Gly ,32 0位的Trp突变为Arg ,5 5 0位的Asn突变为Ser.X gluc染色检测和荧光测活结果显示GUS2 4基因表达的 β 葡萄糖苷酸酶基较GUS基因表达产物活性提高 3倍