DNAWorks: an automated method for designing oligonucleotides for PCR-based gene synthesis

The availability of sequences of entire genomes has dramatically increased the number of protein targets, many of which will need to be overexpressed in cells other than the original source of DNA. Gene synthesis often provides a fast and economically efficient approach. The synthetic gene can be optimized for expression and constructed for easy mutational manipulation without regard to the parent genome. Yet design and construction of synthetic genes, especially those coding for large proteins, can be a slow, difficult and confusing process. We have written a computer program that automates the design of oligonucleotides for gene synthesis. Our program requires simple input information, i.e. amino acid sequence of the target protein and melting temperature (needed for the gene assembly) of synthetic oligonucleotides. The program outputs a series of oligonucleotide sequences with codons optimized for expression in an organism of choice. Those oligonucleotides are characterized by highly homogeneous melting temperatures and a minimized tendency for hairpin formation. With the help of this program and a two-step PCR method, we have successfully constructed numerous synthetic genes, ranging from 139 to 1042 bp. The approach presented here simplifies the production of proteins from a wide variety of organisms for genomics-based studies.     

Building blocks for plant gene assembly

The MultiSite Gateway cloning system, based on site-specific recombination, enables the assembly of multiple DNA fragments in predefined order, orientation, and frame register. To streamline the construction of recombinant genes for functional analysis in plants, we have built a collection of 36 reference Gateway entry clones carrying promoters, terminators, and reporter genes, as well as elements of the LhG4/LhGR two-component system. This collection obeys simple engineering rules. The genetic elements (parts) are designed in a standard format. They are interchangeable, fully documented, and can be combined at will according to the desired output. We also took advantage of the MultiSite Gateway recombination sites to create vectors in which two or three genes can be cloned simultaneously in separate expression cassettes. To illustrate the flexibility of these core resources for the construction of a wide variety of plant transformation vectors, we generated various transgenes encoding fluorescent proteins and tested their activity in plant cells. The structure and sequence of all described plasmids are accessible online at http://www.psb.ugent.be/gateway/. All accessions can be requested via the same Web site.     

A new DNA sequence assembly program.

We describe the Genome Assembly Program (GAP), a new program for DNA sequence assembly. The program is suitable for large and small projects, a variety of strategies and can handle data from a range of sequencing instruments. It retains the useful components of our previous work, but includes many novel ideas and methods. Many of these methods have been made possible by the program's completely new, and highly interactive, graphical user interface. The program provides many visual clues to the current state of a sequencing project and allows users to interact in intuitive and graphical ways with their data. The program has tools to display and manipulate the various types of data that help to solve and check difficult assemblies, particularly those in repetitive genomes. We have introduced the following new displays: the Contig Selector, the Contig Comparator, the Template Display, the Restriction Enzyme Map and the Stop Codon Map. We have also made it possible to have any number of Contig Editors and Contig Joining Editors running simultaneously even on the same contig. The program also includes a new 'Directed Assembly' algorithm and routines for automatically detecting unfinished segments of sequence, to which it suggests experimental solutions.     

NOTUNG: a program for dating gene duplications and optimizing gene family trees.

Large scale gene duplication is a major force driving the evolution of genetic functional innovation. Whole genome duplications are widely believed to have played an important role in the evolution of the maize, yeast, and vertebrate genomes. The use of evolutionary trees to analyze the history of gene duplication and estimate duplication times provides a powerful tool for studying this process. Many studies in the molecular evolution literature have used this approach on small data sets, using analyses performed by hand. The rapid growth of genetic sequence data will soon allow similar studies on a genomic scale, but such studies will be limited unless the analysis can be automated. Even existing data sets admit alternative hypotheses that would be too tedious to consider without automation. In this paper, we describe a program called NOTUNG that facilitates large scale analysis, using both rooted and unrooted trees. When tested on trees analyzed in the literature, NOTUNG consistently yielded results that agree with the assessments in the original publications. Thus, NOTUNG provides a basic building block for inferring duplication dates from gene trees automatically and can also be used as an exploratory analysis tool for evaluating alternative hypotheses.     

PCP: a program for supervised classification of gene expression profiles

PCP (Pattern Classification Program) is an open-source machine learning program for supervised classification of patterns (vectors of measurements). The principal use of PCP in bioinformatics is design and evaluation of classifiers for use in clinical diagnostic tests based on measurements of gene expression. PCP implements leading pattern classification and gene selection algorithms and incorporates cross-validation estimation of classifier performance. Importantly, the implementation integrates gene selection and class prediction stages, which is vital for computing reliable performance estimates in small-sample scenarios. Additionally, the program includes automated and efficient model selection (optimization of parameters) for support vector machine (SVM) classifier. The distribution includes Linux and Windows/Cygwin binaries. The program can easily be ported to other platforms. AVAILABILITY: Free download at http://pcp.sourceforge.net     

EXCAVATOR: a computer program for efficiently mining gene expression data

Massive amounts of gene expression data are generated using microarrays for functional studies of genes and gene expression data clustering is a useful tool for studying the functional relationship among genes in a biological process. We have developed a computer package EXCAVATOR for clustering gene expression profiles based on our new framework for representing gene expression data as a minimum spanning tree. EXCAVATOR uses a number of rigorous and efficient clustering algorithms. This program has a number of unique features, including capabilities for: (i) data- constrained clustering; (ii) identification of genes with similar expression profiles to pre-specified seed genes; (iii) cluster identification from a noisy background; (iv) computational comparison between different clustering results of the same data set. EXCAVATOR can be run from a Unix/Linux/DOS shell, from a Java interface or from a Web server. The clustering results can be visualized as colored figures and 2-dimensional plots. Moreover, EXCAVATOR provides a wide range of options for data formats, distance measures, objective functions, clustering algorithms, methods to choose number of clusters, etc. The effectiveness of EXCAVATOR has been demonstrated on several experimental data sets. Its performance compares favorably against the popular K-means clustering method in terms of clustering quality and computing time.     

Epigenetics of antigen-receptor gene assembly

The antigen receptor genes are organized into distinct DNA elements that encode the variable (V), diversity (D) and joining (J) regions. It is now well established that the rearrangement of antigen receptor genes is regulated by developmental-specific modulation of chromatin structure. Further studies involving statistical mechanics should provide physical insight into the physical mechanisms that underlie the association of antigen receptor gene segments.     

Expeditor: a pipeline for designing primers using human gene structure and livestock animal EST information

We have developed software, called Expeditor, that can be used to combine known gene structure information from human and coding sequence information from farm animal species for a streamlined primer design in target farm animal species. This software has many utilities, which include PCR-based SNP discovery for identification of genes/markers associated with economically important traits in farm animals, comparative mapping analysis, and evolution studies. The use of this software helps minimize tedious manual operations and reduces the chance of errors by more conventional approaches.     

DupTree: a program for large-scale phylogenetic analyses using gene tree parsimony

DupTree is a new software program for inferring rooted species trees from collections of gene trees using the gene tree parsimony approach. The program implements a novel algorithm that significantly improves upon the run time of standard search heuristics for gene tree parsimony, and enables the first truly genome-scale phylogenetic analyses. In addition, DupTree allows users to examine alternate rootings and to weight the reconciliation costs for gene trees. DupTree is an open source project written in C++. Availability: DupTree for Mac OS X, Windows, and Linux along with a sample dataset and an on-line manual are available at http://genome.cs.iastate.edu/CBL/DupTree     

DANCER: a program for digital anatomical reconstruction of gene expression data

A digital anatomy construction (DANCER) program was developed for gene expression data. DANCER can be used to reconstruct anatomical images from in situ hybridization images, microarray or other gene expression data. The program fills regions of a drawn figure with the corresponding values from a gene expression data set. The output of the program presents the expression levels of a particular gene in a particular region relative to other regions. The program was tested with values from experimental in situ hybridization autoradiographs and from a microarray experiment. Reconstruction of in situ hybridization data from adult rat brain made by DANCER corresponded well with the original autoradiograph. Reconstruction of microarray data from adult mouse brains provided images that reflect actual expression levels. This program should help to provide visualization and interpretation of data derived from gene expression experiments. DANCER may be freely downloaded.     

A sequence assembly and editing program for efficient management of large projects.

We describe a sequence assembly and editing program for managing large and small projects. It is being used to sequence complete cosmids and has substantially reduced the time taken to process the data. In addition to handling conventionally derived sequences it can use data obtained from Applied Biosystems,Inc. 373A and Pharmacia A.L.F. fluorescent sequencing machines. Readings are assembled automatically. All editing is performed using a mouse operated contig editor that displays aligned sequences and their traces together on the screen. The editor, which can be used on single contigs or for joining contigs, permits rapid movement along the aligned sequences. Insertions, deletions and replacements can be made in individual aligned readings and global changes can be made by editing the consensus. All changes are recorded. A click on a mouse button will display the traces covering the current cursor position, hence allowing quick resolution of problems. Another function automatically moves the cursor to the next unresolved character. The editor also provides facilities for annotating the sequences. Typical annotations include flagging the positions of primers used for walking, or for marking sites, such as compressions, that have caused problems during sequencing. Graphical displays aid the assessment of progress.     

Bacteriophage lambda FII gene protein: role in head assembly

The in vitro completion of bacteriophage lambda F_II^? heads to form phage can be used as an assay for the λ F_II gene protein. F_II protein activity is released from highly purified phage particles or phage heads by treatment with heat or denaturing agents. F_II protein was purified from isolated phage particles and from an extract of E^? infected cells in which it is not bound to any large structures. No differences in molecular weight (11,500), isoelectric point (4.75), electrophoretic mobility, or purification properties could be demonstrated between the F_II proteins from the two sources. Thus the polypeptide does not seem to be modified during assembly.Phage φ80 is closely related to λ. φ80 heads will join to φ80 tails in vitro but will not join to λ tails, though λ heads will join to either type of tail. Mixing experiments between F_II^? heads, tails, and F_II protein from λ or φ80 show that the specificity of head-tail joining is correlated with the source of the F_II protein and not with the source of the other head proteins. Thus, F_II protein is apparently responsible for this specificity of head-tail joining.     

Structures of lipid-DNA complexes: supramolecular assembly and gene delivery

Recently, there has been a flurry of experimental work on understanding the supramolecular assemblies that are formed when cationic liposomes (CLs) are mixed with DNA. From a biomedical point of view, CLs (vesicles) are empirically known to be carriers of genes (sections of DNA) in nonviral gene delivery applications. Although viral-based carriers of DNA are presently the most common method of gene delivery, nonviral synthetic methods are rapidly emerging as alternative carriers, because of their ease of production and nonimmunogenicity (viral carriers very often evoke an undesirable and potentially lethal immune response). At the moment, cationic-lipid-based carriers have emerged as the most popular nonviral method to deliver genes in therapeutic applications, for example, CL carriers are used extensively in clinical trials worldwide. However, because the mechanism of transfection (the transfer of DNA into cells by CL carriers, followed by expression) of CL--DNA complexes remains largely unknown, the measured efficiencies are, at present, very low. The low transfection efficiencies of current nonviral gene delivery methods are the result of poorly understood transfection-related mechanisms at the molecular and self-assembled levels. Recently, work has been carried out on determining the supramolecular structures of CL--DNA complexes by the quantitative technique of synchrotron X-ray diffraction. When DNA is mixed with CLs (composed of mixtures of cationic DOTAP and neutral DOPC lipids), the resulting CL--DNA complex consists of a multilamellar structure (L(alpha)(C)) comprising DNA monolayers sandwiched between lipid bilayers. The existence of a different columnar inverted hexagonal (H(II)(C)) phase in CL--DNA complexes was also demonstrated using synchrotron X-ray diffraction. Ongoing functional studies and optical imaging of cells are expected to clarify the relationship between the supramolecular structures of CL--DNA complexes and transfection efficiency.     

MPowering ecologists: community assembly tools for community assembly rules

Null model tests of presence–absence data (‘NMTPAs’) provide important tools for inferring effects of competition, facilitation, habitat filtering, and other ecological processes from observational data. Many NMTPAs have been developed, but they often yield conflicting conclusions when applied to the same data. Type I and II error rates, size, power, robustness and bias provide important criteria for assessing which tests are valid, but these criteria need to be evaluated contingent on the sample size, null hypothesis of interest, and assumptions that are appropriate for the data set that is being analyzed. In this paper, we confirm that this is the case using the software MPower, evaluating the validity of NMTPAs contingent on the null hypothesis being tested, assumptions that can be made, and sample size. Evaluating the validity of NMTPAs contingent on these factors is important towards ensuring that reliable inferences are drawn from observational data about the processes controlling community assembly.     

Microbial biotransformation: a tool for drug designing

For centuries microbial biotransformation has proved to be an imperative tool in alleviating the production of various chemicals used in food, pharmaceutical, agrochemical and other industries. In the field of pharmaceutical research and development, biotransformation studies have been extensively applied to investigate the metabolism of compounds (leads, lead candidates, etc.) using animal models. The microbial biotransformation phenomenon is then commonly employed in comparing metabolic pathways of drugs and scaling up the metabolites of interest discovered in these animal models for further pharmacological and toxicological evaluation. Microorganisms can conveniently afford drugs difficult obtained via synthesis. The plethora of reported microbial biotransformations along with its added benefits has already invoked further research in bioconversion of novel and structurally complex drugs. This review alternatively discusses the prospect of microbial biotransformation studies as a significant element ameliorating drug discovery and design in terms of cost-effectiveness, environment protection and greater structural diversity as compared to animal models used to study metabolism. To explicate the microbial biotransformation paradigm in drug designing 3 main areas in this aspect have been analyzed: 1—lead expansion: obtaining pharmacologically improved metabolites from bioactive molecules; 2—biosynthesis of precursors/intermediates involved in the production of bioactive molecules; 3—resolution of racemic mixture to obtain enantiomers possessing different pharmacological profiles.