For each gene on a Platform (e.g. Other sites with related content In the field of molecular biology, gene expression profiling is the measurement of the activity (the expression) of thousands of genes at once, to create a global picture of cellular function.These profiles can, for example, distinguish between cells that are actively dividing, or show how the cells react to a particular treatment. For example, all dual channel nucleotide microarray experimental DataSets exploring metastasis in humans can be located using the query ‘dual channel[Experiment Type] AND metastasis AND human[Organism]’. The database already contains approximately half a billion measurements, and continues to grow at an average rate of >20 million per month.
For example, the query ‘Type 1 diabetes[GDS Text] AND apolipoprotein[Gene Description] NOT Homo sapiens[Organism]’ retrieves all apolipoprotein-related gene profiles in Type 1 diabetes-related datasets in organisms other than human. The NCBI Entrez ( Schematic diagram of the relationships between GEO Platform, Sample, DataSet and Profiles.
and Lipman,D.J. The GEO Profiles database stores gene expression profiles derived from curated GEO DataSets. Related Samples make up a DataSet, from which multiple, individual gene profile entities are generated.There are several ways and formats in which GEO data may be retrieved: Individual Platform, Sample, Series and GDS records can be accessed directly on the Web via their GEO accession number. Use the builder below to create your search Edit Cancel. Mining GEO data can provide clues as to the function of uncharacterized genes and genetic networks by examining spatial and temporal expression patterns ( Future plans for GEO are continued development of submission and retrieval formats, further integration with NCBI resources, and enhancements to data visualization and mining features. Information about how GEO Profiles are generated, and how to use and interpret GEO Profiles results
Recent enhancements to the database include addition of supplementary metadata fields intended to facilitate and encourage MIAME (Minimum Information About Microarray Experiment) compliant data submissions ( GEO aims at a balance between a submission procedure that is user-friendly and not overly rigid, while still encouraging high-quality data and a high level of experimental annotation. Wheeler,D.L., Church,D.M., Edgar,R., Federhen,S., Helmberg,W., Madden,T.L., Pontius,J.U., Schuler,G.D., Schriml,L.M., Sequeira,E. Open in … Search for specific profiles of interest based on gene annotation or pre-computed profile characteristics. Gomez-Merino,F.C., Brearley,C.A., Ornatowska,M., Abdel-Haliem,M.E., Zanor,M.I. Samples within DataSets are further grouped and classified into subsets according to the experimental variables under examination in the study, for instance ‘tissue’ or ‘strain’. The Figure 1.
It is important to note that the values (red columns) and ranks (blue squares) are charted on different scales - Altschul,S.F., Gish,W., Miller,W., Myers,E.W. Each Profile is presented as a chart that displays the expression level of one gene across all Samples within a DataSet. Clicking on the thumbnail image will enlarge the chart to display the full profile details, Manuscript reviewers may gain confidential access to data prior to publication using read-only passwords. Query results display reporter annotation, brief experimental information, taxonomy and a bar-graph thumbnail image of the profile ( Selected GEO Profile entities possess intra-database links. Calculations are computed on the ‘value’ column extracted from original Sample data tables. As an open repository, the data in GEO have typically been analyzed and studied, and in most cases, the results published in journals. Add links to additional pages describing success stories here. considerations such as background processing and normalization are consistent across the GDS. These value measurements are calculated in an equivalent manner for each Sample within a GDS, i.e.
The data within these tables may be extracted for higher-level rendering, indexing, search and retrieval purposes. ( I am working on gene expression with a pattern of about 20,000 genes from Bos taurus that are encoded with a … The database has a flexible and open design that allows the submission, storage and retrieval of many data types.
and Lash,A.E. Reverter,A., McWilliam,S.M., Barris,W. To address this issue, database applications have been developed to facilitate complex data mining by providing query capabilities and concise displays that allow human scanning and data reduction. Submitters may FTP files in valid MAGE_ML ( It was evident early-on that retrieval of data by means of accession number alone, or browsing by categories, would be insufficient to allow effective data mining and essential linkage between expression data and other sequence information and publication resources. This paper describes database developments and tools that enable effective exploration, query and visualization of hundreds of experiments and millions of gene expression profiles using user-friendly Web-based interfaces.
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