Biomedical subjects
Publications and source records attributed to T Slezak.
The human genome holds an extraordinary trove of information about human development, physiology, medicine and evolution. Here we report the results of an international collaboration to produce and make freely available a draft sequence of the human genome. We also present an initial analysis of the data, describing some of the insights that can be gleaned from the sequence.
Data warehouses and data marts have been successfully applied to a multitude of commercial business applications. They have proven to be invaluable tools by integrating information from distributed, heterogeneous sources and summarizing this data for use throughout the enterprise. Although the need for information dissemination is as vital in science as in business, working warehouses in this community are scarce because traditional warehousing techniques do not transfer to scientific environments. There are two primary reasons for this difficulty. First, schema integration is more difficult for scientific databases than for business sources, because of the complexity of the concepts and the associated relationships. While this difference has not yet been fully explored, it is an important consideration when determining how to integrate autonomous sources. Second, scientific data sources have highly dynamic data representations (schemata). When a data source participating in a warehouse changes its schema, both the mediator transferring data to the warehouse and the warehouse itself need to be updated to reflect these modifications. The cost of repeatedly performing these updates in a traditional warehouse, as is required in a dynamic environment, is prohibitive. This paper discusses these issues within the context of the DataFoundry project, an ongoing research effort at Lawrence Livermore National Laboratory. DataFoundry utilizes a unique integration strategy to identify corresponding instances while maintaining differences between data from different sources, and a novel architecture and an extensive meta-data infrastructure, which reduce the cost of maintaining a warehouse.
A metric physical map of human chromosome 19 has been generated. The foundation of the map is sets of overlapping cosmids (contigs) generated by automated fingerprinting spanning over 95% of the euchromatin, about 50 megabases (Mb). Distances between selected cosmid clones were estimated using fluorescence in situ hybridization in sperm pronuclei, providing both order and distance between contigs. An average inter-marker separation of 230 kb has been obtained across the non-centromeric portion of the chromosome. Various types of larger insert clones were used to span gaps between contigs. Currently, the map consists of 51 'islands' containing multiple clone types, whose size, order and relative distance are known. Over 450 genes, genetic markers, sequence tagged sites (STSs), anonymous cDNAs, and other markers have been localized. In addition, EcoRI restriction maps have been generated for > 41 Mb (approximately 83%) of the chromosome.
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We present a statistical analysis of the problem of ordering large genomic cloned libraries through overlap detection based on restriction fingerprinting. Such ordering projects involve a large investment of effort involving many repetitious experiments. Our primary purpose here is to provide methods of maximizing the efficiency of such efforts. To this end, we adopt a statistical approach that uses the likelihood ratio as a statistic to detect overlap. The main advantages of this approach are that (1) it allows the relatively straightforward incorporation of the observed statistical properties of the data; (2) it permits the efficiency of a particular experimental method for detecting overlap to be quantitatively defined so that alternative experimental designs may be compared and optimized; and (3) it yields a direct estimate of the probability that any two library members overlap. This estimate is a critical tool for the accurate, automatic assembly of overlapping sets of fragments into islands called "contigs." These contigs must subsequently be connected by other methods to provide an ordered set of overlapping fragments covering the entire genome.
We describe a fluorescence-based method for the automated analysis of DNA fragments on polyacrylamide gels. A single-stranded oligonucleotide primer (18-mer) with a fluorochrome covalently bound to its 5'-end is annealed to a synthetic oligonucleotide to create a double-stranded oligonucleotide linker with a 5'-overhang complementary to a restriction enzyme site. Cosmid or plasmid DNA is digested with the appropriate restriction enzyme and then ligated to the fluorochrome-labeled linker. The labeled restriction fragments are loaded on a denaturing polyacrylamide gel in a commercially available DNA sequencer. As the restriction fragments migrate through the gel, they intersect a laser beam which excites the fluorochrome-labeled fragment. Fluorescence emission data are captured on a computer in real time and analyzed after the completion of electrophoresis. Fragment length is nearly linearly related to migration time. This method offers very near single-base resolution up to 400 bases and the ability to quantitate fragment size up to 2000 bases. The fluorochrome-labeling chemistry relies on straightforward enzymatic reactions and can be performed in a single reaction tube. Because four different fluorochromes can be used, each of 16 lanes on the gel can be used to analyze four different digest reactions, one in each color. One of the fluorochromes can be used to label size standards in each lane, eliminating interlane variability and allowing more precise estimates of fragment size. We apply the method to the analysis of overlapping cosmids.
A chromosome-specific ordered set of cosmids would be a significant contribution toward understanding human chromosome structure and function. We are developing two parallel approaches for creating an ordered cosmid library of human chromosome 19 and other selected subregions of the human genome. The "bottom up" approach is used to establish sets of overlapping cosmids as islands or "contigs" along the chromosome, while the "top down" approach, using pulsed-field gel electrophoresis and yeast cloning, will establish a large-fragment map and close the inevitable gaps remaining from the "bottom up" approach. Source DNA consists of a single homolog of chromosome 19 from a hamster--human hybrid cell and human fragments cloned in yeast artificial chromosomes. We have constructed cosmid libraries in a vector that facilitates cloning small amounts of DNA, allows transcription of the insert termini, and contains unique sites for partial-digest mapping. Computer simulations of cosmid contig building suggest that near-optimal efficiency can be achieved with high-density restriction fragment digest schemes that can detect 20-30% overlap between cosmids. We developed the chemistry and data analysis tools to compare the ordering efficiencies of several cosmid restriction digest fingerprinting strategies. Restriction fragments from a four-cutter digest are labeled with a fluorochrome, separated by polyacrylamide gel electrophoresis, and detected after laser excitation as they traverse a fixed point in the gel. We have also developed the software to rapidly process the output signal to define and analyze the fragment peaks. Up to three cosmids (or three different digests of the same cosmid) plus a size standard are analyzed simultaneously in a single gel lane.(ABSTRACT TRUNCATED AT 250 WORDS)
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