• DocumentCode
    1988372
  • Title

    Probe design for large-scale molecular biology applications

  • Author

    VanBuren, Vincent ; Yoshikawa, Toshiyuki ; Hamatani, Toshio ; Ko, Minoru S H

  • Author_Institution
    Lab. of Genetics, Nat. Inst. of Health, Baltimore, MD, USA
  • fYear
    2003
  • fDate
    11-14 Aug. 2003
  • Firstpage
    502
  • Lastpage
    503
  • Abstract
    Large-scale molecular biology technologies such as DNA microarrays and large-scale in situ hybridization (ISH) are used to gain an appreciation of global attributes in biological tissues and cells. Although many of these efforts use cDNA probes, an approach that makes use of designed oligo probes should offer improved consistency at uniform hybridization conditions and improved specificity, as demonstrated by various oligo microarray platforms. We describe a new Web-based application that takes FASTA-formatted sequences as input, and returns both a list of the best choices for probes and a full report containing possible alternatives. Probe design for microarrays may use a scoring routine that optimizes probe intensity based upon an artificial neural network (ANN) trained to predict the average probe intensity from the physical properties of the probe and a screen for possible cross-reactivity. This new tool should provide a reliable way to construct probes that maximize signal intensity while minimizing cross-reactivity.
  • Keywords
    DNA; arrays; biological techniques; biological tissues; biology computing; cellular biophysics; molecular biophysics; neural nets; probes; DNA microarray; FASTA-formatted sequence; Web-based application; artificial neural network; biological cells; biological tissues; cDNA probes; cross-reactivity; large-scale in situ hybridization; large-scale molecular biology technology; oligo probes; probe design; probe intensity; Aging; Artificial neural networks; Bioinformatics; Cells (biology); DNA; Genetics; Laboratories; Large-scale systems; Probes; Sequences;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics Conference, 2003. CSB 2003. Proceedings of the 2003 IEEE
  • Print_ISBN
    0-7695-2000-6
  • Type

    conf

  • DOI
    10.1109/CSB.2003.1227388
  • Filename
    1227388