title: Data integration and visualization system for enabling conceptual biology.
abstract: BACKGROUND
  Integration of heterogeneous data in life sciences is a growing and recognized challenge. The problem is not only to enable the study of such data within the context of a biological question but also more fundamentally, how to represent the available knowledge and make it accessible for mining.
  
  
  RESULTS
  Our integration approach is based on the premise that relationships between biological entities can be represented as a complex network. The context dependency is achieved by a judicious use of distance measures on these networks. The biological entities and the distances between them are mapped for the purpose of visualization into the lower dimensional space using the Sammon's mapping. The system implementation is based on a multi-tier architecture using a native XML database and a software tool for querying and visualizing complex biological networks. The functionality of our system is demonstrated with two examples: (1) A multiple pathway retrieval, in which, given a pathway name, the system finds all the relationships related to the query by checking available metabolic pathway, transcriptional, signaling, protein-protein interaction and ontology annotation resources and (2) A protein neighborhood search, in which given a protein name, the system finds all its connected entities within a specified depth. These two examples show that our system is able to conceptually traverse different databases to produce testable hypotheses and lead towards answers to complex biological questions.
authors.affiliation: VTT Biotechnology PO Box 1500, Espoo, FIN-02044 VTT, Finland.
authors.forename: Peddinti V
authors.initials: PV
authors.lastname: Gopalacharyulu
authors.forename: Erno
authors.initials: E
authors.lastname: Lindfors
authors.forename: Catherine
authors.initials: C
authors.lastname: Bounsaythip
authors.forename: Teemu
authors.initials: T
authors.lastname: Kivioja
authors.forename: Laxman
authors.initials: L
authors.lastname: Yetukuri
authors.forename: Jaakko
authors.initials: J
authors.lastname: Hollmén
authors.forename: Matej
authors.initials: M
authors.lastname: Oresic
mesh_terms: D019295:Computational Biology / Q000379:methods*; D003196:Computer Graphics; D003198:Computer Simulation; D003628:Database Management Systems; D030541:Databases, Genetic; D030562:Databases, Protein; D016247:Information Storage and Retrieval; D011381:Programming Languages; D012441:Saccharomyces cerevisiae / Q000378:metabolism; D012984:Software; D049490:Systems Biology; D014584:User-Computer Interface