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ARACHNE: a whole-genome shotgun assembler.

We describe a new computer system, called ARACHNE, for assembling genome sequence using paired-end whole-genome shotgun reads. ARACHNE has several key features, including an efficient and sensitive procedure for finding read overlaps, a procedure for scoring overlaps that achieves high accuracy by correcting errors before assembly, read merger based on forward-reverse links, and detection of repeat contigs by forward-reverse link inconsistency. To test ARACHNE, we created simulated reads providing approximately 10-fold coverage of the genomes of H. influenzae, S. cerevisiae, and D. melanogaster, as well as human chromosomes 21 and 22. The assemblies of these simulated reads yielded nearly complete coverage of the respective genomes, with a small number of contigs joined into a smaller number of supercontigs (or scaffolds). For example, analysis of the D. melanogaster genome yielded approximately 98% coverage with an N50 contig length of 324 kb and an N50 supercontig length of 5143 kb. The assembly accuracy was high, although not perfect: small errors occurred at a frequency of roughly 1 per 1 Mb (typically, deletion of approximately 1 kb in size), with a very small number of other misassemblies. The assembly was rapid: the Drosophila assembly required only 21 hours on a single 667 MHz processor and used 8.4 Gb of memory.

Algorithms↗

Physical mapping of the CC-chemokine gene cluster on the human 17q11. 2 region.

Chemokines are a family of small secreted proteins that are involved in the trafficking of leukocytes by acting on G-protein-coupled receptors. Specific chemokines are also implicated in the regulation of angiogenesis and mobilization of hematopoietic cell precursors. Chemokines are subdivided into four groups on the basis of the relative positions of their conserved cysteines. For the CC-chemokine group, in which the first two (of four) conserved cysteines are adjacent, 22 members have been described so far. In this work, we have analyzed the genomic organization of these genes. We first assigned the genes encoding CC-chemokines to chromosomal regions and organized their relative positioning by using two radiation hybrid panels. Fifteen CC-chemokine genes were shown to be clustered within the 17q11.2 region of the human genome. These genes appeared to be segregated into two subclusters separated by about 2. 25 Mb (9 cR). Contigs of bacterial artificial chromosomes (BAC) covering these two subclusters were subsequently isolated and the localizations of the CC-chemokine genes within these contigs determined. The relative positioning of the BAC clones was determined with the help of fluorescence hybridization on combed genomic DNA. The cluster organization of the various CC-chemokine genes in the genome was found to be grossly consistent with their structural similarities. This map of the CC-chemokine gene cluster should facilitate the determination of the full sequence of the chromosomal region.

Chemokines, CC↗

A yeast artificial chromosome contig from human chromosome 14q24 spanning the Alzheimer's disease locus AD3.

Familial Alzheimer's disease has been previously linked to three genetic loci on chromosomes 21, 19 and 14. The AD3 locus on chromosome 14 has not been cloned and the molecular defect in chromosome 14-linked AD3 families has yet to be identified. Genetic linkage analysis has placed the AD3 locus in band 14q24 between the dinucleotide markers D14S61 and D14S289, a genetic distance of approximately 6.4 cM. We have constructed a yeast artificial chromosome (YAC) contig that covers the entire minimal region, encompassing all genetic markers that are non-recombinant for the disease in AD3-linked families. This contig, constructed by using a combination of YAC end sequence walking and sequence-tagged site (STS) mapping, consists of 63 YACs from three different libraries. The AD3 contig contains 12 polymorphic dinucleotide repeat markers from D14S61 to D14S251, as well as an additional 43 non-polymorphic STSs. This contiguous physical map of the region will allow the physical distances between the markers to be determined, as well as providing a framework for the identification of candidate genes.

Aged↗

Type 2 vasopressin receptor gene, the gene responsible nephrogenic diabetes insipidus, maps to Xq28 close to the LICAM gene.

Although long contigs have been assembled in Xq28, the interval between the anonymous probe St14 and the color vision locus is still incompletely defined. We report here that the recently cloned gene for type 2 vasopressin receptor (V2R) is physically linked to L1CAM using YACs and cosmids across about 180 kb of the region. Since it is known that L1CAM maps near the color pigment genes, this finding locates V2R in Xq28 in the area where nephrogenic diabetes insipidus (NDI) has been mapped by linkage analysis. The PFGE analysis of the clones positions V2R about 40 kb from the L1CAM gene in a region that appears to contain other unknown genes, since at least four putative CpG islands were identified by restriction analysis with rare cutter enzymes.

Animals↗

Physical linkage of the lysyl oxidase-like (LOXL1) gene to the PML gene on human chromosome 15q22.

A contig was constructed centered on the PML (promyelocytic leukemia) gene. Using an exon-trapping approach to identify potential genes from a pool of cosmids located 5' of the PML gene, four exons were identified that showed 100% sequence homology with the previously cloned lysyl oxidase-like (LOXL1) gene. An exon probe identified a single transcript of 2.4 kb on a multitissue Northern blot with a pattern identical to the one reported for the LOXL1 gene. Pulsed-field gel electrophoresis showed comigrating bands for both the PML cDNA and LOXL1 probes, demonstrating a physical linkage between these two genes. These data provide physical mapping information to complement the previous cytogenetic localization of LOXL1.

Blotting, Southern↗

Positional candidate genes for congenital chloride diarrhea suggested by high-resolution physical mapping in chromosome region 7q31.

Congenital chloride diarrhea affects intestinal transportation of electrolytes, resulting in potentially fatal diarrhea. Linkage disequilibrium analyses have suggested the congenital chloride diarrhea gene (CLD) to lie within 0.37 cM from D7S496 in human chromosome 7q31. To clone the CLD gene, we have constructed and refined a physical map based on a 2.7-Mb YAC contig around D7S496 and identified two candidate genes. The physical positions of 4 known genes (DRA, PRKAR2B, LAMB1, DLD), 7 polymorphic repeat markers, and 13 CpG islands were established. DRA (down-regulated in adenoma) is expressed in the gut and encodes a protein with sequence homology to anion transporters, whereas PRKAR2B encodes a regulatory subunit for protein kinase A. Both genes map within 450 kb from D7S496, making them functionally and positionally relevant candidates for CLD.

Base Sequence↗

Contig array CGH at 3p14.2 points to the FRA3B/FHIT common fragile region as the target gene in diffuse large B-cell lymphoma.

Deletions of the 3p arm have been detected in various solid tumors, but no study to date has investigated this deletion in diffuse large B-cell lymphoma (DLBCL). Recently, we demonstrated that 3p14.2 was deleted in approximately 30% of DLBCL cases by use of a genome-wide array-comparative genomic hybridization (CGH). For a more detailed examination of the genomic losses at 3p14.2, here we made use of contig BAC array for 3p14.2, and found that 12 DLBCL samples displayed losses. All of the deleted regions were located within the fragile histidine triad (FHIT) gene, and the most frequent region of loss was mapped to 0.4 Mbp of the region encompassing the introns 4 and 5 and exon 5 of the FHIT gene. Concomitant analysis of transcripts showed that the FHIT gene was aberrantly transcribed in 31% of the DLBCL samples examined and that the lost exons of the aberrant transcripts were correlated with genomic deletions. These findings indicate that (1) loss of genomic material at 3q14.2 is responsible for exon losses of the FHIT gene, and (2) genomic loss of the FHIT gene is one of the causes of the generation of aberrant transcripts.

Acid Anhydride Hydrolases↗

Internet-based support for bioscience research: a collaborative genome center for human chromosome 12.

This paper describes an approach that provides Internet-based support for a genome center to map human chromosome 12, as a collaboration between laboratories at the Albert Einstein College of Medicine in Bronx, New York, and the Yale University School of Medicine in New Haven, Connecticut. Informatics is well established as an important enabling technology within the genome mapping community. The goal of this paper is to use the chromosome 12 project as a case study to introduce a medical informatics audience to certain issues involved in genome informatics and in the Internet-based support of collaborative bioscience research. Central to the approach described is a shared database (DB/12) with Macintosh clients in the participating laboratories running the 4th Dimension database program as a user-friendly front end, and a Sun SPARCstation-2 server running Sybase. The central component of the database stores information about yeast artificial chromosomes (YACs), each containing a segment of human DNA from chromosome 12 to which genome markers have been mapped, such that an overlapping set of YACs (called a "contig") can be identified, along with an ordering of the markers. The approach also includes 1) a map assembly tool developed to help biologists interpret their data, proposing a ranked set of candidate maps, 2) the integration of DB/12 with external databases and tools, and 3) the dissemination of the results. This paper discusses several of the lessons learned that apply to many other areas of bioscience, and the potential role for the field of medical informatics in helping to provide such support.

Chromosome Mapping↗

A P1-based physical map of the Drosophila euchromatic genome.

A PCR-based sequence-tagged site (STS) content mapping strategy has been used to generate a physical map with 90% coverage of the 120-Mb euchromatic portion of the Drosophila genome. To facilitate map completion, the bulk of the STS markers was chosen in a nonrandom fashion. To ensure that all contigs were localized in relation to each other and the genome, these contig-building procedures were performed in conjunction with a large-scale in situ hybridization analysis of randomly selected clones from a Drosophila genomic library that had been generated in a P1 cloning vector. To date, the map consists of 649 contigs with an STS localized on average every 50 kb. This is the first whole genome that has been mapped based on a library constructed with large inserts in a vector that is maintained in Escherichia coli as a single-copy plasmid.

Animals↗

A yeast artificial chromosome contig containing the complete Duchenne muscular dystrophy gene.

A contig of 36 overlapping yeast artificial chromosome (YAC) clones has been constructed for the complete Duchenne muscular dystrophy (DMD) gene in Xp21. The YACs were isolated from a human 48,XXXX YAC library using the DMD cDNA and brain promoter fragments as hybridization probes. The YAC clones were characterized for exon content using HindIII or EcoRI digests, hybridization of individual DMD cDNA probes, and polymerase chain reaction (PCR) amplification of specific exons near the 5' end of the gene. For comparison to the known long-range restriction map of the DMD gene, YAC clones were digested with SfiI and hybridized with DMD cDNA probes. The combined analysis of the exon content and the SfiI map allowed an approximately 3.2-Mb YAC contig to be constructed. The complete 2.4-Mb DMD gene could be represented in a minimum set of 7 overlapping YAC clones.

Chromosomes, Fungal↗

A high-resolution 6.0-megabase transcript map of the type 2 diabetes susceptibility region on human chromosome 20.

Recent linkage studies and association analyses indicate the presence of at least one type 2 diabetes susceptibility gene in human chromosome region 20q12-q13.1. We have constructed a high-resolution 6.0-megabase (Mb) transcript map of this interval using two parallel, complementary strategies to construct the map. We assembled a series of bacterial artificial chromosome (BAC) contigs from 56 overlapping BAC clones, using STS/marker screening of 42 genes, 43 ESTs, 38 STSs, 22 polymorphic, and 3 BAC end sequence markers. We performed map assembly with GraphMap, a software program that uses a greedy path searching algorithm, supplemented with local heuristics. We anchored the resulting BAC contigs and oriented them within a yeast artificial chromosome (YAC) scaffold by observing the retention patterns of shared markers in a panel of 21 YAC clones. Concurrently, we assembled a sequence-based map from genomic sequence data released by the Human Genome Project, using a seed-and-walk approach. The map currently provides near-continuous coverage between SGC32867 and WI-17676 ( approximately 6.0 Mb). EST database searches and genomic sequence alignments of ESTs, mRNAs, and UniGene clusters enabled the annotation of the sequence interval with experimentally confirmed and putative transcripts. We have begun to systematically evaluate candidate genes and novel ESTs within the transcript map framework. So far, however, we have found no statistically significant evidence of functional allelic variants associated with type 2 diabetes. The combination of the BAC transcript map, YAC-to-BAC scaffold, and reference Human Genome Project sequence provides a powerful integrated resource for future genomic analysis of this region.

Base Composition↗

Construction of a contig of BAC clones spanning the region of the apple scab avirulence gene AvrVg.

The ascomycete Venturia inaequalis, causal pathogen of apple scab, underlies a gene-for-gene relationship with its host plant apple (Malus spp.). 'Golden Delicious', one of the most common cultivated apples in the world, carries the ephemeral resistance gene Vg. Avirulence gene AvrVg, matching resistance gene Vg has recently been mapped on the V. inaequalis genome. In this paper, we present the construction of a BAC library from a V. inaequalis AvrVg isolate. The library is composed of 7680 clones, with an average insert size of 80kb. By hybridization, it has been estimated that the library contains six haploid genome equivalents. Thus the V. inaequalis genome can be predicted to be approximately 100Mb in size. A chromosome walk, starting from the marker VirQ5 co-segregating with AvrVg, has been performed using the BAC library. Twelve BAC clones were identified during four steps of the chromosome walking. The size of the resulting contig is approximately 330kb.

Ascomycota↗

An integrated physical map of 210 markers assigned to the short arm of human chromosome 11.

Using a panel of patient cell lines with chromosomal breakpoints, we constructed a physical map for the short arm of human chromosome 11. We focused on 11p15, a chromosome band harboring at least 25 known genes and associated with the Beckwith-Wiedemann syndrome, several childhood tumors, and genomic imprinting. This underlines the need for a physical map for this region. We divided the short arm of chromosome 11 into 18 breakpoint regions, and a large series of new and previously described genes and markers was mapped within these intervals using fluorescence in situ hybridization. Cosmid fingerprint analysis showed that 19 of these markers were included in cosmid contigs. A detailed 10-Mb pulsed-field physical map of the region 11p15.3-pter was constructed. These three different approaches enabled the high-resolution mapping of 210 markers, including 22 known genes.

Beckwith-Wiedemann Syndrome↗

Electrophoretic karyotype analysis in fungi.

The resolution of chromosomal-sized DNAs by PFGE has many applications that include karyotyping, strain identification of similar species, characterization of transformed strains, building of linkage maps, and preparation of DNA for genomic analysis. Successful electrophoretic separation of chromosomes is an empiric process in which the initial concentration of intact chromosome-sized DNA and the optimization of electrophoretic parameters are the most important experimental variables. Nonetheless, inherent attributes of the genome architecture of certain species may thwart success. When a karyotype contains numerous chromosomes of the same size and/or many large (greater than 8 Mb) chromosomes, no amount of manipulation of the electrophoretic parameters will resolve individual chromosome bands using present technology. Further, fungi display a surprising amount of intraspecific variation in both chromosome number and size, making it difficult to establish a standard "reference" karyotype for many species. Although PFGE is not a panacea for bringing genetics to species that lack classical genetic systems, it often does provide a way for developing a molecular linkage map in the absence of a formal genetic system. It is far faster than parasexual analysis in the discovery of linkage relationships. For genomics projects, DNA can be recovered from pulsed field gels and used to prepare chromosome-specific libraries. Where whole genome sequencing strategies are used, chromosomes separated by PFGE provide an anchor for sequencing data. Electrophoretic karyotypes can be probed with anonymous pieces of DNA from bacterial artificial chromosome (BAC) contigs, thereby facilitating the building of physical maps. In conclusion, despite its shortcomings, the PFGE technique underlies much of our current understanding of the physical nature of the fungal genome.

Chromosomes, Fungal↗

Integrated YAC/STS physical and genetic map of 22.5 Mb of human Xq24-q26 at 56-kb inter-STS resolution.

A yeast artificial chromosome sequence-tagged site-based (YAC/STS) physical map of 22.5 Mb of the Xq24-q26 cytogenetic band region of the human X chromosome has been assembled. DNA coverage includes 857 large-insert clones formatted with 405 STSs to provide ninefold depth of DNA. At five points, no bridging clones have been recovered from 20 X-chromosome equivalents of human DNA in YACs or bacterial clones, but the placement of 25 ("CA")n polymorphic markers permits the ordering of contigs by comparison with the genetic linkage map and radiation hybrid data. The map localizes the X3000 translocation breakpoint and six genes (ANT2, NDUFA1, LAMP2, OCRL, IGSF1, and HDGF) at better than 100-kb resolution. The relatively gene-poor nature of the region is consistent with relatively low uniform 34-42% GC content in STSs across nearly all of the region.

Chromosome Breakage↗

Genes and chromosomal breakpoints in the Langer-Giedion syndrome region on human chromosome 8.

The tricho-rhino-phalangeal syndrome type II (TRPS II, or Langer-Giedion syndrome) is an example of contiguous gene syndromes, as it comprises the clinical features of two autosomal dominant diseases, TRPS I and a form of multiple cartilaginous exostoses caused by mutations in the EXT1 gene. We have constructed a contig of cosmid, lambda-phage, PAC, and YAC clones, which covers the entire TRPS I critical region. Using these clones we identified a novel submicroscopic deletion in a TRPS I patient and refined the proximal border of the minimal TRPS1 gene region by precisely mapping the inversion breakpoint of another patient. As a first step towards a complete inventory of genes in the Langer-Giedion syndrome chromosome region (LGCR) with the ultimate aim to identify the TRPS1 gene, we analyzed 23 human expressed sequence tags (ESTs) and four genes (EIF3S3, RAD21, OPG, CXIV) which had been assigned to human 8q24.1. Our analyses indicate that the LGCR is gene-poor, because none of the ESTs and genes map to the minimal TRPS1 gene region and only two of these genes, RAD21 and EIF3S3, are located within the shortest region of deletion overlap of TRPS II patients. Two genes, OPG and CXIV, which are deleted only in some patients with TRPS II may contribute to the clinical variability of this syndrome.

Child↗

Mapping of 228 ESTs and 26 genes into an integrated physical and genetic map of human chromosome 17.

We have integrated genetic and physical mapping data for chromosome 17 subdivided into 26 bins, by using a panel of chromosome 17 deletion somatic cell hybrids. One hundred four short tandem repeat and STS markers have been localized into these bins and have enabled the ordering of 288 ESTs and 26 genes, including 142 ESTs that had not been previously sublocalized on chromosome 17. The mapping information of several genetic maps, as well as information obtained by radiation hybrid and STS content mapping of YACs, has been integrated using this hybrid panel. Although existing mapping information for chromosome 17 was generally consistent for many ESTs previously mapped, the map presented here further refines the location of ESTs, as well as demonstrating a number of discrepancies found in the 17q24-q25 region. We attribute these discrepancies to the fact that the current radiation hybrid panels were selected for retention of the thymidine kinase gene at 17q25, as well as to a low concentration of YAC contigs in this region. These data illustrate the benefit of combining multiple mapping techniques to obtain the greatest accuracy. The integration of maps developed by different methods will generate the most accurate genome maps, which may then be used for the generation of large insert clone contigs for chromosome sequencing. Additionally, accurate transcript maps generated by ESTs will greatly speed the isolation of genes linked to disease loci.

Chromosome Mapping↗

An 85-kb tandem triplication in the slow Wallerian degeneration (Wlds) mouse.

Wallerian degeneration is the degeneration of the distal stump of an injured axon. It normally occurs over a time course of around 24 hr but it is delayed in the slow Wallerian degeneration mutant mouse (C57BL/Wlds) for up to 3 weeks. The gene, which protects from rapid Wallerian degeneration, Wld, previously has been mapped to distal chromosome 4. This paper reports the fine genetic mapping of the Wld locus, the generation of a 1.4-Mb bacterial artificial chromosome and P1 artificial chromosome contig, and the identification of an 85-kb tandem triplication mapping within the candidate region. The mutation is unique to C57BL/Wlds among 36 strains tested and therefore is a strong candidate for the mutation that leads to delayed Wallerian degeneration. There are very few reports of tandem triplications in a vertebrate and no evidence for a mutation mechanism so this unusual mutation was characterized in more detail. Sequence analysis of the boundaries of the repeat unit revealed a minisatellite array at the distal boundary and a matching 8-bp sequence at the proximal boundary. This finding suggests that recombination between short homologous sequences ("illegitimate" or "nonhomologous" recombination) was involved in the rearrangement. In addition, a duplication allele was identified in two Wlds mice, indicating some instability in the repeat copy number and suggesting that the triplication arose from a duplication by unequal crossing over.

Alleles↗