An automated approach to generating expressed sequence catalogues

Microarray technology: beyond transcript profiling and genotype analysis

Understanding complex functional mechanisms requires the global and parallel analysis of different cellular processes. DNA microarrays have become synonymous with this kind of study and, in many cases, are the obvious platform to achieve this aim. They have already made important contributions, most notably to gene-expression studies, although the true potential of this technology is far greater. Whereas some assays, such as transcript profiling and genotyping, are becoming routine, others are still in the early phases of development, and new areas of application, such as genome-wide epigenetic analysis and on-chip synthesis, continue to emerge.

Characterizing embryonic gene expression patterns in the mouse using nonredundant sequence-based selection

This article investigates the expression patterns of 160 genes that are expressed during early mouse development. The cDNAs were isolated from 7.5 d postcoitum (dpc) endoderm, a region that comprises visceral endoderm (VE), definitive endoderm, and the node-tissues that are required for the initial steps of axial specification and tissue patterning in the mouse. To avoid examining the same gene more than once, and to exclude potentially ubiquitously expressed housekeeping genes, cDNA sequence was derived from 1978 clones of the Endoderm library. These yielded 1440 distinct cDNAs, of which 123 proved to be novel in the mouse. In situ hybridization analysis was carried out on 160 of the cDNAs, and of these, 29 (18%) proved to have restricted expression patterns.

A nonredundant human protein chip for antibody screening and serum profiling

There is burgeoning interest in protein microarrays, but a source of thousands of nonredundant, purified proteins was not previously available. Here we show a glass chip containing 2413 nonredundant purified human fusion proteins on a polymer surface, where densities up to 1600 proteins/cm(2) on a microscope slide can be realized. In addition, the polymer coating of the glass slide enables screening of protein interactions under nondenaturing conditions. Such screenings require only 200-microl sample volumes, illustrating their potential for high-throughput applications. Here we demonstrate two applications: the characterization of antibody binding, specificity, and cross-reactivity; and profiling the antibody repertoire in body fluids, such as serum from patients with autoimmune diseases. For the first application, we have incubated these protein chips with anti-RGSHis(6), anti-GAPDH, and anti-HSP90beta antibodies. In an initial proof of principle study for the second application, we have screened serum from alopecia and arthritis patients. With analysis of large sample numbers, identification of disease-associated proteins to generate novel diagnostic markers may be possible.

Application of microarray technology in environmental and comparative physiology

DNA microarray technology is revolutionizing many aspects of biological research, allowing the expression of many thousands of gene transcripts to be monitored simultaneously. This provides powerful tools for the genome-wide correlation of gene transcript levels with physiological responses and alterations in physiological states. To date, microarray analyses have been applied almost exclusively to a few model species for which the abundant gene sequence data permit the fabrication of whole-genome microarrays. However, many interesting physiological traits and responses are poorly expressed or absent in model species and may be better illustrated in nonmodel organisms. Comparative approaches to understanding function traditionally focus on species that by virtue of their unusual adaptations, lifestyles, and phylogeny are particularly suited to address a specific biological process or problem. In this review, we show that microarray technology can be successfully applied to these nonmodel species and used to generate new insights of comparative and evolutionary significance into animal function.

Construction of a 'unigene' cDNA clone set by oligonucleotide fingerprinting allows access to 25 000 potential sugar beet genes

Access to the complete gene inventory of an organism is crucial to understanding physiological processes like development, differentiation, pathogenesis, or adaptation to the environment. Transcripts from many active genes are present at low copy numbers. Therefore, procedures that rely on random EST sequencing or on normalisation and subtraction methods have to produce massively redundant data to get access to low-abundance genes. Here, we present an improved oligonucleotide fingerprinting (ofp) approach to the genome of sugar beet (Beta vulgaris), a plant for which practically no molecular information has been available. To identify distinct genes and to provide a representative 'unigene' cDNA set for sugar beet, 159 936 cDNA clones were processed utilizing large-scale, high-throughput data generation and analysis methods. Data analysis yielded 30 444 ofp clusters reflecting the number of different genes in the original cDNA sample. A sample of 10 961 cDNA clones, each representing a different cluster, were selected for sequencing. Standard sequence analysis confirmed that 89% of these EST sequences did represent different genes. These results indicate that the full set of 30 444 ofp clusters represent up to 25 000 genes. We conclude that the ofp analysis pipeline is an accurate and effective way to construct large representative 'unigene' sets for any plant of interest with no requirement for prior molecular sequence data.

Statistical evaluation of differential expression on cDNA nylon arrays with replicated experiments

In this paper we focus on the detection of differentially expressed genes according to changes in hybridization signals using statistical tests. These tests were applied to 14 208 zebrafish cDNA clones that were immobilized on a nylon support and hybridized with radioactively labeled target mRNA from wild-type and lithium-treated zebrafish embryos. The methods were evaluated with respect to 16 control clones that correspond to eight different genes which are known to be involved in dorso-ventral axis specification. Moreover, 4608 Arabidopsis thaliana clones on the same array were used to judge statistical significance of expression changes and to control the false positive rates of the test decisions. Utilizing this special array design we show that differential expression of a high proportion of cDNA clones (15/16) and the respective genes (7/8) were identified, with a false positive error of <5% using the constant control data. Furthermore, we investigated the influence of the number of repetitions of experiments on the accuracy of the procedures with experimental and simulated data. Our results suggest that the detection of differential expression with repeated hybridization experiments is an accurate and sensitive way of identifying even small expression changes (1:1.5) of a large number of genes in parallel.

An oligonucleotide fingerprint normalized and expressed sequence tag characterized zebrafish cDNA library

The zebrafish is a powerful system for understanding the vertebrate genome, allowing the combination of genetic, molecular, and embryological analysis. Expressed sequence tags (ESTs) provide a rapid means of identifying an organism's genes for further analysis, but any EST project is limited by the availability of suitable libraries. Such cDNA libraries must be of high quality and provide a high rate of gene discovery. However, commonly used normalization and subtraction procedures tend to select for shorter, truncated, and internally primed inserts, seriously affecting library quality. An alternative procedure is to use oligonucleotide fingerprinting (OFP) to precluster clones before EST sequencing, thereby reducing the re-sequencing of common transcripts. Here, we describe the use of OFP to normalize and subtract 75,000 clones from two cDNA libraries, to a minimal set of 25,102 clones. We generated 25,788 ESTs (11,380 3' and 14,408 5') from over 16,000 of these clones. Clustering of 10,654 high-quality 3' ESTs from this set identified 7232 clusters (likely genes), corresponding to a 68% gene diversity rate, comparable to what has been reported for the best normalized human cDNA libraries, and indicating that the complete set of 25,102 clones contains as many as 17,000 genes. Yet, the library quality remains high. The complete set of 25,102 clones is available for researchers as glycerol stocks, filters sets, and as individual EST clones. These resources have been used for radiation hybrid, genetic, and physical mapping of the zebrafish genome, as well as positional cloning and candidate gene identification, molecular marker, and microarray development.

Multiplex polymerase chain reaction (PCR) with color-tagged module-shuffling primers for comparing gene expression levels in various cells

A method based on the multiplex polymerase chain reaction (PCR) and gel electrophoresis for the comparative analysis of gene expression levels was developed. Using the method many cDNA fragments from different sources can be compared simultaneously. Competitive PCR amplification of expressed genes from different sources was performed by using 'module-shuffling primers' (MPSs). The MPSs (labeled with different fluorophores) consist of sequence modules of 3 or 4 nt. The modules are arranged in different orders in each primer; therefore, the base sequences of the primers are different but their melting temperatures are identical. The genes expressed in different sources are ligated with tags complementary with the MPSs. Tag-ligated fragments are mixed in one tube and amplified at the same amplification efficiency by the MPSs. Amplified fragments are detected separately by multiple-color gel electrophoresis. This method can detect different amounts of each expressed gene, up to a difference in amounts of 30%, and its detection limit is 0.1 amol per assay.

Large-scale screen for genes controlling mammalian embryogenesis, using high-throughput gene expression analysis in mouse embryos

We have adapted the whole-mount in situ hybridization technique to perform high-throughput gene expression analysis in mouse embryos. A large-scale screen for genes showing specific expression patterns in the mid-gestation embryo was carried out, and a large number of genes controlling development were isolated. From 35760 clones of a 9.5 d.p.c. cDNA library, a total of 5348 cDNAs, enriched for rare transcripts, were selected and analyzed by whole-mount in situ hybridization. Four hundred and twenty-eight clones revealed specific expression patterns in the 9.5 d.p.c. embryo. Of 361 tag-sequenced clones, 198 (55%) represent 154 known mouse genes. Thirty-nine (25%) of the known genes are involved in transcriptional regulation and 33 (21%) in inter- or intracellular signaling. A large number of these genes have been shown to play an important role in embryogenesis. Furthermore, 24 (16%) of the known genes are implicated in human disorders and three others altered in classical mouse mutations. Similar proportions of regulators of embryonic development and candidates for human disorders or mouse mutations are expected among the 163 new mouse genes isolated. Thus, high-throughput gene expression analysis is suitable for isolating regulators of embryonic development on a large-scale, and in the long term, for determining the molecular anatomy of the mouse embryo. This knowledge will provide a basis for the systematic investigation of pattern formation, tissue differentiation and organogenesis in mammals.

Protein arrays for gene expression and molecular interaction screening

The array format has revolutionised biomedical experimentation and diagnostics, enabling ordered high-throughput analysis. During the past decade, classic solid phase substrates, such as microtitre plates, membrane filters and microscopic slides, were turned into high-density, chip-like structures. The concept of the arrayed library was central to this development which now extends from DNA to protein. The new and versatile protein array technology allows high-throughput screening for gene expression and molecular interactions. As a major platform for functional genomics, it is already on its way into medical diagnostics.

Protein expression strategies for identification of novel target proteins

Identification of new target proteins is a novel paradigm in drug discovery. A major bottleneck of this strategy is the rapid and simultaneous expression of proteins from differential gene expression to identify eligible candidates. By searching for a generic system enabling high throughput expression analysis and purification of unknown cDNAs, we evaluated the YEpFLAG-1 yeast expression system. We have selected cDNAs encoding model proteins (eukaryotic initiation factor-5A [eIF-5A] and Homo sapiens differentiation-dependent protein-A4) and cDNA encoding an unknown protein (UP-1) for overexpression in Saccharomyces cerevisiae using fusions with a peptide that changes its conformation in the presence of Ca2+ ions, the FLAG tag (Eastman Kodak, Rochester, NY). The cDNAs encoding unknown proteins originating from a directionally cloned cDNA library were expressed in all three possible reading frames. The expressed proteins were detected by an antibody directed against the FLAG tag and/or by antibodies against the model proteins. The alpha-leader sequence, encoding a yeast mating pheromone, upstream of the gene fusion site facilitates secretion into the culture supernatant. EIF-5A could be highly overexpressed and was secreted into the culture supernatant. In contrast, the Homo sapiens differentiation-dependent protein-A4 as well as the protein UP-1, whose cDNA did not match to any known gene, could not be detected in the culture supernatant. The expression product of the correct frame remained in the cells, whereas the FLAG-tagged proteins secreted into the supernatant were short, out-of-frame products. The presence of transmembrane domains or patches of hydrophobic amino acids may preclude secretion of these proteins into the culture supernatant. Subsequently, isolation and purification of the various proteins was accomplished by affinity chromatography or affinity extraction using magnetizable beads coated with the anti-FLAG monoclonal antibody. The purity of isolated proteins was in the range of 90%. In the case of unknown cDNAs, the expression product with the highest molecular mass was assumed to represent the correct reading frame. In summary, we consider the YEpFLAG-1 system to be a very efficient tool to overexpress and isolate recombinant proteins in yeast. The expression system enables high throughput production and purification of proteins under physiological conditions, and allows miniaturization into microtiter formats.

SST versus EST in gene recognition

The expressed sequence tag (EST) data provide a powerful tool for identification of transcribed DNA sequences. However, as EST are relatively short, many exons are poorly covered by EST, thus reducing the utility of EST data. Recently, signature sequence tag (SST) fingerprints were proposed as an alternative to EST fingerprints. Given a fingerprint set of probes, SST of a clone is a subset of probes from the fingerprint set that hybridize with the clone. We demonstrate that besides being a powerful technique for screening cDNA libraries, SST technology provides for very accurate gene predictions. Even with a small fingerprint set (600-800 probes), SST-based gene recognition outperforms many conventional and EST-based methods. The increase in the size of the fingerprint set to 1500 probes provides almost perfect gene recognition. Even more importantly, SST-based gene predictions miss very few exons and, therefore, provide an opportunity to bypass the cDNA sequencing step on the way from finished genomic sequence to mutation detection in gene-hunting projects. Because SST data can be obtained in a highly parallel and inexpensive way, SST technology has a potential of complementing EST technology for gene hunting.

Large-scale clustering of cDNA-fingerprinting data

Clustering is one of the main mathematical challenges in large-scale gene expression analysis. We describe a clustering procedure based on a sequential k-means algorithm with additional refinements that is able to handle high-throughput data in the order of hundreds of thousands of data items measured on hundreds of variables. The practical motivation for our algorithm is oligonucleotide fingerprinting-a method for simultaneous determination of expression level for every active gene of a specific tissue-although the algorithm can be applied as well to other large-scale projects like EST clustering and qualitative clustering of DNA-chip data. As a pairwise similarity measure between two p-dimensional data points, x and y, we introduce mutual information that can be interpreted as the amount of information about x in y, and vice versa. We show that for our purposes this measure is superior to commonly used metric distances, for example, Euclidean distance. We also introduce a modified version of mutual information as a novel method for validating clustering results when the true clustering is known. The performance of our algorithm with respect to experimental noise is shown by extensive simulation studies. The algorithm is tested on a subset of 2029 cDNA clones coming from 15 different genes from a cDNA library derived from human dendritic cells. Furthermore, the clustering of these 2029 cDNA clones is demonstrated when the entire set of 76,032 cDNA clones is processed.

Toward the gene catalogue of sea urchin development: the construction and analysis of an unfertilized egg cDNA library highly normalized by oligonucleotide fingerprinting

We describe the use of oligonucleotide fingerprinting for the generation of a normalized cDNA library from unfertilized sea urchin eggs and report the preliminary analysis of this library, which resulted in the establishment of a partial gene catalogue of the sea urchin egg. In an analysis of 21,925 cDNA clones by hybridization with 217 oligonucleotide probes, we were able to identify 6291 clusters corresponding to different transcripts, ranging in size from 1 to 265 clones. This corresponds to an average 3.5-fold normalization of the starting library. The normalized library represents about one-third of all genes expressed in the sea urchin egg. To generate sequence information for the transcripts represented by the clusters, representative clones selected from 711 clusters were sequenced. The construction and preliminary analysis of the normalized library are the first steps in the assembly of an increasingly complete collection of maternal genes expressed in the sea urchin egg, which will provide a number of insights into the early development of this well-characterized model organism.

Strategies for the detection of disease genes in pancreatic cancer

The present review summarizes our strategies aimed at identifying and characterizing genetic alterations occurring at the transcriptional and chromosomal level in pancreatic cancer. To study transcriptional alterations we have used a number of techniques including modified versions of differential hybridizations and cDNA RDA (representational difference analysis). These approaches have led to the identification of more than 500 genes with differential expression in pancreatic cancer. To study chromosomal aberrations occurring in pancreatic cancer tissues we used comparative genomic hybridization (CGH). This allowed the identification of a number of chromosomal regions containing putative tumor suppressor genes or oncogenes. Genes isolated in both approaches represent potential new disease genes for pancreatic cancer and are at present being characterized by individual or serial analysis.

Construction and analysis of arrayed cDNA libraries

For any attempt to understand the biology of an organism the incorporation of a cDNA-based approach is unavoidable, because it is a major approach to studying gene function. The complete sequence of the genome alone is not sufficient to understand any organism; its gene regulation, expression, splice variation, posttranslational modifications, and protein-protein interactions all need to be addressed. Because the majority of vertebrate genes have probably been identified as ESTs the next stage of the Human Genome Project is attributing functional information to these sequences. In most cases hybridization-based approaches on arrayed pieces of DNA represent the most efficient way to study the expression level and splicing of a gene in a given tissue. Similar technology, now being applied at the protein level using protein expression libraries, high-density protein membranes, and antibody screening, should allow studies of protein localization and modifications. Coupled to these approaches is the use of technologies, which although lacking the highly parallel nature of hybridization, can potentially characterize large numbers of samples individually and with high accuracy. Automated gel-based DNA sequencing is an example of such a technique; protein sequencing and mass fingerprinting are further examples. In the case of mass spectroscopic analysis, the speed and sensitivity are vastly superior to that of gel-based approaches; however, the preparation of samples is more tedious. Our laboratory is developing a system to characterize DNA samples by mass spectrometry, allowing more rapid genotyping than is currently possible using gel-based technologies ([symbol: see text]. Gut, [symbol: see text]. Berlin and H. Lehrach, personal communication, 1998). Such technology would make information on gene polymorphisms widely accessible. Data generated using all of these techniques at the DNA and protein level will be connected by both protein expression libraries and database comparisons; finally, two hybrid library screens will identify many of the protein-protein interactions, linking genes together. In this way we will start to understand the interplay between genes on a global scale, both at the level of molecular interaction and the biological processes they regulate.

Protein microarrays for gene expression and antibody screening

Proteins translate genomic sequence information into function, enabling biological processes. As a complementary approach to gene expression profiling on cDNA microarrays, we have developed a technique for high-throughput gene expression and antibody screening on chip-size protein microarrays. Using a picking/spotting robot equipped with a new transfer stamp, protein solutions were gridded onto polyvinylidene difluoride filters at high density. Specific purified protein was detected on the filters with high sensitivity (250 amol or 10 pg of a test protein). On a microarray made from bacterial lysates of 92 human cDNA clones expressed in a microtiter plate, putative protein expressors could be reliably identified. The rate of false-positive clones, expressing proteins in incorrect reading frames, was low. Product specificity of selected clones was confirmed on identical microarrays using monoclonal antibodies. Cross-reactivities of some antibodies with unrelated proteins imply the use of protein microarrays for antibody specificity screening against whole libraries of proteins. Because this application would not be restricted to antigen-antibody systems, protein microarrays should provide a general resource for high-throughput screens of gene expression and receptor-ligand interactions.

Hybridization of glass-tethered oligonucleotide probes to target strands preannealed with labeled auxiliary oligonucleotides

In this article we introduce a strategy of preannealing labeled auxiliary oligonucleotides to single-stranded target DNA, prior to hybridization of the DNA target to oligonucleotide arrays (genosensors) formed on glass slides for the purpose of mutation analysis. Human genomic DNA samples from normal individuals and cystic fibrosis (CF) patients (including homozygous delta F508 and heterozygous delta F508/wild type (wt) in the region examined) were used. A PCR fragment of length 138 bp (wt) or 135 bp (mutant) was produced from exon 10 in the cystic fibrosis transmembrane conductance regulator (CFTR) gene, using a new pair of polymerase chain reaction (PCR) primers. This fragment contains four of the most frequent mutation sites causing the disease (Q493X, delta I507, delta F508, and V520F). Each of these mutations was tested using a pair of nonamer (9-mer) probes covalently attached to glass slides, representing the normal (wt) and the mutant alleles. Single-stranded target DNA was isolated from the PCR fragment using one PCR primer labeled with biotin and a streptavidin minicolumn to capture the biotin-labeled strand. Prior to hybridization to the 9-mer array on a glass slide, the unlabeled target strand was preannealed with one, three, or four auxiliary oligonucleotides, at least one being labeled with 32P. As observed previously in several laboratories, the discrimination between normal (wt) and mutant alleles at each site using oligonucleotide array hybridization ranged from very good to poor, depending on the number and location of mismatches between probe and target. Terminal mismatches along the probe were difficult to discriminate, internal mismatches were more easily discriminated, and multiple mismatches were very well discriminated. An exceptionally intense hybridization signal was obtained with a 9-mer probe that hybridized contiguously (in tandem) with one auxiliary oligonucleotide preannealed to the target DNA. The increased stability is apparently caused by strong base stacking interactions between the "capture probe" and the auxiliary oligonucleotide. The presence of the delta F508 mutation was detected with this system, including discrimination between homozygous and heterozygous conditions. Base mismatch discrimination using the arrayed 9-mer probes was improved by increasing the temperature of hybridization from 15 to 25 degrees C. Auxiliary oligonucleotides, preannealed to the single-stranded template, may serve several purposes to enable a more robust genosensor-based DNA sequence analysis: 1. A convenient means of introducing label into the target DNA molecule. 2. Disruption of interfering short-range secondary structure in the region of analysis. 3. Covering up of redundant binding sites in the target strand (i.e., where a given probe has more than one complement within the target). 4. Tandem hybridization with the capture probe (providing contiguous stacking) as a means for achieving efficient mismatch discrimination at the terminal position of the capture probe (adjacent to the auxiliary oligonucleotide). By use of multiple auxiliary oligonucleotides, all of the above benefits can be derived simultaneously.

Preselection of shotgun clones by oligonucleotide fingerprinting: an efficient and high throughput strategy to reduce redundancy in large-scale sequencing projects

Large-scale genomic sequencing projects generally rely on random sequencing of shotgun clones, followed by different gap closing strategies. To reduce the overall effort and cost of those projects and to accelerate the sequencing throughput, we have developed an efficient, high throughput oligonucleotide fingerprinting protocol to select optimal shotgun clone sets prior to sequencing. Both computer simulations and experimental results, obtained from five PAC-derived shotgun libraries spanning 535 kb of the 17p11.2 region of the human genome, demonstrate that at least a 2-fold reduction in the number of sequence reads required to sequence an individual genomic clone (cosmid, PAC, etc.) can be achieved. Treatment of clone contigs with significant clone overlaps will allow an even greater reduction.

On-line polymerase chain reaction (PCR) monitoring

In this short note, we present the results of a case study for monitoring the whole polymerase chain reaction (PCR) process (all steps) with a glass fiber fluorometer that was described in a former publication. To utilize this fluorometer, which was originally constructed for a PCR machine with three thermostating devices, a new thermostating device has been developed: the glass fiber matrix is integrated into the thermostating device, while the PCR samples are heated and cooled. The device is able to monitor all samples throughout all stages of PCR with the help of an intercalating dye. This approach also permits one to choose arbitrarily different cooling and heating rates.

Immobilization of DNA in polyacrylamide gel for the manufacture of DNA and DNA-oligonucleotide microchips

Activated DNA was immobilized in aldehyde-containing polyacrylamide gel for use in manufacturing the MAGIChip (microarrays of gel-immobilized compounds on a chip). First, abasic sites were generated in DNA by partial acidic depurination. Amino groups were then introduced into the abasic sites by reaction with ethylenediamine and reduction of the aldimine bonds formed. It was found that DNA could be fragmented at the site of amino group incorporation or preserved mostly unfragmented. In similar reactions, both amino-DNA and amino-oligonucleotides were attached through their amines to polyacrylamide gel derivatized with aldehyde groups. Single- and double-stranded DNA of 40 to 972 nucleotides or base pairs were immobilized on the gel pads to manufacture a DNA microchip. The microchip was hybridized with fluorescently labeled DNA-specific oligonucleotide probes. This procedure for immobilization of amino compounds was used to manufacture MAGIChips containing both DNA and oligonucleotides.

Comparative gene expression profiling by oligonucleotide fingerprinting

The use of hybridisation of synthetic oligonucleotides to cDNAs under high stringency to characterise gene sequences has been demonstrated by a number of groups. We have used two cDNA libraries of 9 and 12 day mouse embryos (24 133 and 34 783 clones respectively) in a pilot study to characterise expressed genes by hybridisation with 110 hybridisation probes. We have identified 33 369 clusters of cDNA clones, that ranged in representation from 1 to 487 copies (0.7%). 737 were assigned to known rodent genes, and a further 13 845 showed significant homologies. A total of 404 clusters were identified as significantly differentially represented (P < 0.01) between the two cDNA libraries. This study demonstrates the utility of the fingerprinting approach for the generation of comparative gene expression profiles through the analysis of cDNAs derived from different biological materials.

Improved differential screening approach to analyse transcriptional variations in organized cDNA libraries

A cDNA library was generated from rat brain tissues and organized into 1536-well plates, using a fluorescence activated cell sorter (FACS), acting as a single cell deposition system. The organized library containing 10,000 clones, with 60% full-length cDNA inserts, allowed the generation of multiple identical membrane replicas. Each replica was hybridized with a complex probe obtained from a particular brain tissue or a given cultured cell. The signal intensity for each of the clones present on the membrane, quantified with a standard image-analysis software, is proportional both to the abundance of the corresponding mRNA in the probe and to the amount of plasmid template on the membrane. The latter value was thus used to normalize the signals produced with complex probes, to optimize the comparison of mRNA expression levels for the different systems under study. The construction of high-quality cDNA libraries, the generation of identical membrane replicas and comparable probes, and the utilization of an image-analysis software package, coupled with the normalization of the spot intensity by assaying plasmid quantity, significantly improves the differential screening approach. Altogether, these technical improvements open the possibility to compare a great number of different probes and, in consequence, to accumulate biological information for each clone present in an organized cDNA library. The functional information obtained should complement data from DNA sequencing projects.

CAG/CTG and CGG/GCC repeats in human brain reference cDNAs: outcome in searching for new dynamic mutations

CAG and CGG expansion is associated with 10 inherited neurological diseases and is thought to be involved in other human genetic diseases. To identify new candidate genes, we have undertaken a large-scale screening project for CAG/CTG ([CAG]n) and CGG/GCC ([CGG]n) repeats in human brain reference cDNAs. Here, we present the final classification for 597 cDNAs selected by CAG and CGG hybridization from two libraries (100,128 clones) and the updated characterization of [CAG]n- and [CGG]n-positive cDNAs (repeat polymorphism and cDNA localization). We have selected 124 CAG and 83 CGG hybridization-positive clones representing new genes, from which 49 CAG and 7 CGG repeats could be identified. New [CAG]n and [CGG]n with more than seven to nine units were rare (1/2000), and perfect [CAG]n 9 were more likely polymorphic. Overall, highly polymorphic to monomorphic new [CAG]n > 9 and [CGG]n > 7 were characterized. The comparison of our data with other [CAG]n and [CGG]n resources suggests that the screening of reference cDNAs leads to unique sources of new [CAG]n and [CGG]n and will enhance the study of enlarged triplet repeats in human genetic diseases.

Stabilizating effect of 5-nitroindole (universal base) on DNA duplexes immobilized on gel matrix

Effect of attachment of 1-(2-deoxy-beta-D-ribofuranosyl)-5-nitroindole (NIDR) to the ends of target sequence of oligonucleotides immobilized on gel micromatrix on stability of duplex formed by hybridization with DNA fragment was studied. It was shown that adjunction of NIDR to 5' as well as to 3' end results in increasing stability of duplexes although in the second case the extent of stabilization effect is essentially lower. Both 5' and 3' terminal NIDR exhibited no selectivity to the opposite base while the stabilizing effect depended dramatically on the nature of the adjacent base especially in the case of 5'-end-attached universal base. The neighborhood of purine bases decreased substantially the stabilizing effect of 5' terminal NIDR. In contrast with this, the stabilizing effect of 3' terminal NIDR was reduced only slightly by adjacent pyrimidine bases.

Genome-wide expression monitoring in Saccharomyces cerevisiae

The genomic sequence of the budding yeast Saccharomyces cerevisiae has been used to design and synthesize high-density oligonucleotide arrays for monitoring the expression levels of nearly all yeast genes. This direct and highly parallel approach involves the hybridization of total mRNA populations to a set of four arrays that contain a total of more than 260,000 specifically chosen oligonucleotides synthesized in situ using light-directed combinatorial chemistry. The measurements are quantitative, sensitive, specific, and reproducible. Expression levels ranging from less than 0.1 copies to several hundred copies per cell have been measured for cells grown in rich and minimal media. Nearly 90% of all yeast mRNAs are observed to be present under both conditions, with approximately 50% present at levels between 0.1 and 1 copy per cell. Many of the genes observed to be differentially expressed under these conditions are expected, but large differences are also observed for many previously uncharacterized genes.

Expression monitoring by hybridization to high-density oligonucleotide arrays

The human genome encodes approximately 100,000 different genes, and at least partial sequence information for nearly all will be available soon. Sequence information alone, however, is insufficient for a full understanding of gene function, expression, regulation, and splice-site variation. Because cellular processes are governed by the repertoire of expressed genes, and the levels and timing of expression, it is important to have experimental tools for the direct monitoring of large numbers of mRNAs in parallel. We have developed an approach that is based on hybridization to small, high-density arrays containing tens of thousands of synthetic oligonucleotides. The arrays are designed based on sequence information alone and are synthesized in situ using a combination of photolithography and oligonucleotide chemistry. RNAs present at a frequency of 1:300,000 are unambiguously detected, and detection is quantitative over more than three orders of magnitude. This approach provides a way to use directly the growing body of sequence information for highly parallel experimental investigations. Because of the combinatorial nature of the chemistry and the ability to synthesize small arrays containing hundreds of thousands of specifically chosen oligonucleotides, the method is readily scalable to the simultaneous monitoring of tens of thousands of genes.

Partial thermodynamic parameters for prediction stability and washing behavior of DNA duplexes immobilized on gel matrix

Earlier we showed that reported in literature nearest-neighbor thermodynamic parameters describe poorly the thermal-induced behavior of DNA duplexes immobilized in gel. Here we present a complete set of partial thermodynamic parameters for all 10 nearest-neighbor interactions specially developed for duplexes immobilized in gel. This thermodynamic library allows to predict dissociation enthalpy and free energy of DNA duplex immobilized in gel matrix from its base sequence. The predicted values are in good agreement with the experimental ones. Dissociation enthalpy and free energy are needed for such application as (i) predicting relative stability of duplexes formed by DNA with oligonucleotides immobilized in cells of gel matrix; (ii) selecting optimal conditions for hybridization experiment; (iii) predicting washing curves and washing temperatures at irreversible temperature-stepped wash of DNA out of oligonucleotide gel matrix; (iv) selecting optimal conditions for washing gel matrix.

A radiation hybrid map spanning the entire human X chromosome integrating YACs, genes, and STS markers

We present a radiation hybrid (RH) map of human Chromosome (Chr) X, using 50 markers on 72 radiation hybrids. The markers, obtained from the consensus map, form a grid spanning the entire chromosome. To check the RH map, the marker order was determined by analysis of presence or absence of retained human DNA fragments in the RHs; the comparison with the consensus showed a similar order. Any STSs, microsatellites, genes, and clones can be positioned and ordered relative to the marker grid. This approach integrates genetic, physical, and large-scale clone mapping and is used to link YAC contigs containing data from various experimental sources.

An integrated YAC map of the human X chromosome

The human X chromosome is associated with a large number of disease phenotypes, principally because of its unique mode of inheritance that tends to reveal all recessive disorders in males. With the longer term goal of identifying and characterizing most of these genes, we have adopted a chromosome-wide strategy to establish a YAC contig map. We have performed > 3250 inter Alu-PCR product hybridizations to identify overlaps between YAC clones. Positional information associated with many of these YAC clones has been derived from our Reference Library Database and a variety of other public sources. We have constructed a YAC contig map of the X chromosome covering 125 Mb of DNA in 25 contigs and containing 906 YAC clones. These contigs have been verified extensively by FISH and by gel and hybridization fingerprinting techniques. This independently derived map exceeds the coverage of recently reported X chromosome maps built as part of whole-genome YAC maps.

Novel gene transcripts preferentially expressed in human muscles revealed by quantitative hybridization of a high density cDNA array

A set of 1091 human skeletal muscle cDNA clone inserts representing more than 800 human gene transcripts were spotted as PCR products at high density on nylon membranes. Replicas of the filters were hybridized in stringent conditions with 33P-radiolabeled cDNA probes transcribed from skeletal muscle poly(A)+ RNA. Hybridization signals were collected on phosphor screens and processed using a software specifically adapted for this application to identify and quantitate each spot. Parameters likely to influence the hybridization signal intensity were assessed to eliminate artifacts. Each clone was assigned to one of four intensity classes reflecting the steady-state level of transcription of the corresponding gene in skeletal muscle. Differential expression of specific gene transcripts was detected using complex cDNA probes derived from nine different tissues, allowing assessment of their tissue specificity. This made it possible to identify 48 novel gene transcripts (including 7 homologous or related to known sequences) with a muscle-restricted pattern of expression. These results were validated through the analysis of known muscle-specific transcripts and by Northern analysis of a subset of the novel gene transcripts. All these genes have been registered in the Genexpress Index, such that sequence, map, and expression data can be used to decipher their role in the physiology and pathology of human muscles.

Sequence verification by hybridisation with fluorescent octanucleotides as a first step to a fluorescent sequencing by hybridisation protocol

Three sets of partly overlapping octanucleotides are 5' labelled with derivates of the fluorescence dyes fluorescein-, coumarine- and rhodamine, respectively. Hybridisation conditions are determined, under which all octanucleotides hybridise correctly against complementary target sequences bound on nylon membranes. Target sequences are three synthetic 48-mer oligonucleotides and herring sperm DNA, a positive control containing almost all possible octanucleotides. None of the octanucleotides hybridised to incorrect target sequences. Analysing these results, a given sequence could be unambiguously verified. A feature critical for the accuracy of the hybridisation is the temperature during the last washing step. This temperature can be estimated using the equation T = 19 - 0.4(G + C) + 0.15(G + C)2. Using octanucleotides labelled with three different colors, three hybridisations can be performed simultaneously.

Discovering distinct genes represented in 29,570 clones from infant brain cDNA libraries by applying sequencing by hybridization methodology

To discover all distinct human genes and to determine their patterns of expression across different cell types, developmental stages, and physiological conditions, a procedure is needed for fast, mutual comparison of hundreds of thousands (and perhaps millions) of clones from cDNA libraries, as well as their comparison against data bases of sequenced DNA. In a pilot study, 29,570 clones in duplicate from both original and normalized, directional, infant brain cDNA libraries were hybridized with 107-215 heptamer oligonucleotide probes to obtain oligonucleotide sequence signatures (OSSs). The OSSs were compared and clustered based on mutual similarity into 16,741 clusters, each corresponding to a distinct cDNA. A number of distinct cDNAs were successfully recognized by matching their 107-probe OSSs against GenBank entries, indicating the possibility of sequence recognition with only a few hundred randomly chosen oligomers.

Sequencing 39,350 bp of Saccharomyces cerevisiae chromosome XII utilizing ordered shotgun libraries

A 39,350 bp cosmid containing DNA of Saccharomyces cerevisiae chromosome XII was sequenced by making use of ordered sub-clones of 1 kb insert-length selected from a physical clone map. In a first analysis, 96 clones were sequenced from both ends (10 gels) with two standard sequencing primers covering 91% of the total sequence (49% double-stranded). After selection of another eight clones six gaps of a total of 1.8 kb and several single-stranded stretches remained. These gaps were closed by 86 primer walks leading to an overall redundancy of 4.4 per base and a total of 292 sequencing reactions. The number of walking primers can be reduced significantly by more uniform clone lengths and longer sequencing reads, thus, the total amount of sequencing reactions can approach the minimum value achieved with primer walking strategies, with only very few walking primers needed for gap closure.

From hybridization image to numerical values: a practical, high throughput quantification system for high density filter hybridizations

Hybridization to sets of bacterial colonies or PCR products arrayed on high density filters is used in a number of experimental schemes. In many cases it is desirable to collect quantitative information ('hybridization signatures') rather than indications on 'positive' and 'negative' colonies. We present a practical system, based on an imaging plate analyser and a customized version of commercial software, that makes such quantification feasible, and define its performance in terms of reproducibility and linearity. The system is far superior to methods based on autoradiography and should be useful in many projects that involve the increasingly popular high density filter format.

Fine-mapping of shotgun template-libraries; an efficient strategy for the systematic sequencing of genomic DNA

To test the effectiveness of ordering shotgun DNA-templates prior to sequence analysis, the 450 kb left arm of yeast chromosome XII was randomly subcloned into a phagemid vector. Clones were ordered by hybridisation to an average map density of one new insert every 125 bp and are currently used for sequencing the chromosomal fragment. An 11.5 kb overlap between the template map and a DNA fragment that had been sequenced earlier allowed an independent evaluation of the strategy's effectiveness. To this end, clones were selected from the map and tag-sequenced from either end, thus comparing the map position with the actual location within the 11.5 kb. Of 65 selected clones, taken mostly at random from a total of 423, 58 mapped on average about a quarter of a clone length around their predicted position, with the other seven being between 0.6 and 1.5 clone length off. 75-86 sequencing reactions on clones selected from the map would have been sufficient for completely sequencing both strands of the 11.5 kb fragment. The results demonstrate the efficacy of such template sorting, considerably assisting sequencing at relatively little cost on the mapping level.

Isolation of novel tissue-specific genes from cDNA libraries representing the individual tissue constituents of the gastrulating mouse embryo

A total of 5 conventional, directionally cloned plasmid cDNA libraries have been constructed from the entire embryonic region of the mid-gastrulation mouse embryo and from its four principal tissue constituents (ectoderm, mesoderm, endoderm and primitive streak). These libraries have been validated with respect to the number of independent clones, insert-size and appropriate representation of diagnostic marker genes. Subtractive hybridisation has been used to remove clones common to the Endoderm and Mesoderm cDNA libraries resulting in an Endoderm minus Mesoderm subtracted library. Probe prepared from this subtracted library has been hybridised to a grid containing approximately 18,500 Embryonic Region library clones. Three novel clones have been recovered as well as expected genes already known to be highly expressed in the primitive endoderm lineage at this stage of development. In situ hybridisation to early postimplantation embryos has revealed the expression patterns of these novel genes. One is highly expressed exclusively in visceral endoderm, one is expressed in ectodermal and endodermal tissues, and the third proves to be an early marker of prospective and differentiated surface ectoderm as well as being expressed in endoderm and its derivatives.

The sequence complexity of exons trapped from the mouse genome

BACKGROUND

A central issue in genome analysis is the identification and characterization of coding regions. Estimating the coding complexity of vertebrate genomes by measuring the kinetic complexity of mRNA populations and by sequence analysis of cDNAs is limited by the fact that any given source of mRNA represents a very biased sample of all genes. Exon trapping is a method that enables the identification of genes irrespective of their transcriptional status.

RESULTS

Exons were trapped from the entire mouse genome, and the resulting fragments cloned. About 7% of a random sample of exons taken from this library have significant structural homology or sequence similarity to previously sequenced genes. Using cDNAs derived from several stages of mouse development, evidence for expression of about 62% of this sample of exons was found. These data suggest that the great majority of 'exons' in the library are derived from genes. We estimate that the fraction of the genome contained in trapped exons is 2.4%; this corresponds to a sequence complexity of about 72 megabases.

CONCLUSIONS

The library of exons trapped from the entire mouse genome probably represents one of the least biased and most comprehensive libraries of mouse coding regions, and should therefore prove very useful for finding genes during genome mapping and sequencing.

Hybridisation techniques on gridded high density DNA and in situ colony filters based on fluorescence detection

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Application of robotic technology to automated sequence fingerprint analysis by oligonucleotide hybridisation

We describe our production line for the rapid analysis of large cDNA libraries applying robotic techniques to automatically pick, amplify, array, hybridise and analyse the clones. We also outline the current state of the hybridisation techniques and describe anticipated future developments of the system. Our approach faces the large-scale analysis of cDNA clones with partial sequence analysis by oligonucleotide fingerprinting in the following way: after picking of individual colonies and arraying them automatically in quadruple density (384-well) microtitre plates, the cDNA clones are amplified by an automated waterbath polymerase chain reaction (PCR), which allows us to run about 46,000 reactions in parallel. The PCR products are automatically transferred to nylon membranes in a high density pattern using a robotic device. We routinely produce twelve 22 cm x 22 cm membranes in 90 min. Each membrane contains 20,736 clones, although much higher densities might be feasible using both miniaturized glass matrices and fluorescence based hybridisation techniques. Theoretical analysis and preliminary computer simulations indicate that about 100-200 sequence specific hybridisations of octanucleotides to about 100,000 PCR products of 1000-1500 base-pairs length will generate sufficient information for classifying the clones into groups of identical or related genes and to identify a large number of previously uncharacterized cDNA clones.