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Cluster analysis of genetic microarray images

  • US 7,031,844 B2
  • Filed: 03/18/2002
  • Issued: 04/18/2006
  • Est. Priority Date: 03/18/2002
  • Status: Expired due to Fees
First Claim
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1. A method of determining the relative abundance of genetic material present in a first sample and a second sample, comprising the steps of:

  • labeling the first sample with a first detectable label adapted to bind with genetic material therein;

    labeling the second sample with a second detectable label adapted to bind with genetic material therein;

    providing a substrate with a binding area thereon for hybridizing with a genetic sequence;

    contacting the substrate comprising said genetic sequence with the first and second samples under conditions suitable to effect hybridization;

    obtaining a digital image of the binding area under conditions causing said labels to manifest an image intensity dependent on the abundance of genetic material bound to the binding area, if any, thus providing an array of pixel values comprising respective intensity values corresponding the first and second labels;

    assigning each of said pixel values to a respective one of a foreground cluster and a background cluster;

    determining a representative statistical vector of pixel values within each of said foreground cluster and said background cluster; and

    computing the relative abundance of genetic material within the first and second samples corresponding to the binding area in proportion to a ratio of differences between the respective coordinates of the representative statistical vectors.

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