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HaploBuild: an algorithm to construct non-contiguous associated haplotypes in family based genetic studies.

Jason M Laramie1, Jemma B Wilk, Anita L DeStefano

  • 1Department of Neurology, Boston University School of Medicine, Boston, MA, USA. laramiej@bu.edu

Bioinformatics (Oxford, England)
|June 26, 2007
PubMed
Summary

This study introduces HaploBuild, a novel program for identifying genetic associations. It constructs biologically relevant haplotypes by analyzing non-contiguous single nucleotide polymorphisms (SNPs), improving upon traditional sliding window methods.

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Area of Science:

  • Genetics
  • Bioinformatics
  • Computational Biology

Background:

  • Haplotype association tests are crucial for genetic studies.
  • Current methods often rely on 'sliding window' approaches for haplotype construction.
  • These traditional methods can be limited by arbitrary haplotype lengths and contiguous SNP requirements.

Purpose of the Study:

  • To develop a new computational program, HaploBuild, for haplotype association analysis.
  • To overcome limitations of existing methods by allowing non-contiguous single nucleotide polymorphisms (SNPs) to define haplotypes.
  • To enable the construction of more biologically relevant haplotypes.

Main Methods:

  • Developed a program that searches densely genotyped regions for associated non-contiguous haplotypes.
  • Employed a standard family-based haplotype association test.
  • Allowed subsets of single nucleotide polymorphisms (SNPs) to drive haplotype construction, moving beyond fixed-size windows.

Main Results:

  • HaploBuild successfully identifies associated non-contiguous haplotypes in densely genotyped regions.
  • The program constructs haplotypes based on biologically relevant SNP combinations, not arbitrary windows.
  • This approach offers greater flexibility and biological relevance compared to traditional methods.

Conclusions:

  • HaploBuild provides a powerful new tool for genetic association studies.
  • The ability to construct non-contiguous haplotypes enhances the biological relevance of findings.
  • This method expands the capabilities of haplotype-based genetic analysis.