DiscoveryLink: a system for integrated access to life sciences data sources
IBM Systems Journal - Deep computing for the life sciences
Search computing: integrating ranked data in the life sciences
DILS'10 Proceedings of the 7th international conference on Data integration in the life sciences
Chapter 15: search computing and the life sciences
Search Computing
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Many tasks in bioinformatics require the comprehensive evaluation of different types of data, generally available in distributed and heterogeneous data sources. Several approaches, including federated databases, multi databases and mediator based systems, have been proposed to integrate data from multiple sources. Yet, data warehousing seams to be the most adequate when numerous data need to be integrated, efficiently processed, and mined comprehensively. To support biological interpretation of high-throughput gene lists, we previously developed GFINDer (Genome Functional INtegrated Discoverer, http://www.bioinformatics.polimi.it/GFINDer/), a web server that statistically analyzes and mines functional and phenotypic gene annotations sparsely available in numerous databanks to highlight annotation categories significantly enriched or depleted in the considered gene lists. GFINDer includes a data warehouse that integrates gene and protein annotations of several organisms expressed through various controlled terminologies and ontologies. Here, we describe GFINDer data warehouse and discuss the lessons learned in its construction and five-year maintenance and development.