An active OODB system for genome physical map assembly

نویسندگان

  • Amy J. Lee
  • Elke A. Rundensteiner
  • Spencer Thomas
چکیده

| In this paper, we describe the design and implementation of a scientiic database for the map assembly tasks performed by the geneticists at the University of Michigan Human Genome Center. Our system managescomplex genomicdata and supportsthe automationof the associatedmap assembly tasks. For this purpose, we have developed an overlap reenement hierarchy characterizing the types of overlap and ordering relationships between DNA fragments. Based on this model, we designed an associated set of inference operators to automate some of the contig assembly steps, such as inferring overlap information using transitivity rules. In order to realize this map inferencing approach and to take advantage of the modeling power ooered by object-oriented database technology, we have developed an active object-oriented database (OODB) system, called Crystal, on the GemStone OODB. Crystal seamlessly integrates rule inferencing with object modeling and other typical database capabilities, thus avoiding the overhead in moving data between systems for rule processing and data management, and eliminating data mismatch in these diierent representations. We also discuss the implementation of the physical map assembly (PMA) tool on top of Crystal, which includes the realization of the genome information model and the map assembly inferencing process. PMA executes inferencing automatically, without explicitly having to initiate rule execution, and thus can respond to the incremental addition of new experimental data. In conclusion, we provide a walk-through example and several experimental results that demonstrate how our approach can be used to support physical contig assembly.

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عنوان ژورنال:
  • Inf. Syst.

دوره 20  شماره 

صفحات  -

تاریخ انتشار 1995