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Modeling uncertainty in a database for physical gene mapping data.

P L Miller1, M A Shifman, K K Kidd

  • 1Department of Anesthesiology, Yale University School of Medicine, New Haven, CT 06510.

Proceedings. Symposium on Computer Applications in Medical Care
|January 1, 1991
PubMed
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This study introduces a robust database for physical gene mapping data, addressing inherent data uncertainty. The design ensures reliable analysis by incorporating uncertainty from the outset for successful gene mapping.

Area of Science:

  • Bioinformatics
  • Genomics
  • Database Design

Background:

  • Physical gene mapping generates complex data requiring specialized storage and retrieval.
  • Existing systems may not adequately address the inherent uncertainty within this data.
  • Robust analysis of gene mapping data necessitates handling uncertainty as a core design principle.

Purpose of the Study:

  • To design a database system for the storage, retrieval, and graphical display of physical gene mapping data.
  • To address the critical issue of data uncertainty in gene mapping.
  • To ensure the robustness and success of physical gene mapping databases through comprehensive uncertainty management.

Main Methods:

  • Development of a database architecture specifically for physical gene mapping information.

Related Experiment Videos

  • Identification and categorization of various types of uncertainty present in gene mapping data.
  • Implementation of design strategies to comprehensively handle data uncertainty within the database system.

    • Main Results:

    • A database design is presented that integrates physical gene mapping data.
    • The system accounts for diverse types of uncertainty inherent in the data.
    • Design considerations for comprehensive uncertainty handling are detailed.

    Conclusions:

    • A physical gene mapping database must prioritize uncertainty management from its inception.
    • Integrating uncertainty handling ensures a more robust and successful data analysis system.
    • The proposed design facilitates reliable graphical display and retrieval of gene mapping data.