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Bioinformatics Advance Access published online on June 29, 2006

Bioinformatics, doi:10.1093/bioinformatics/btl347
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© The Author (2006). Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oxfordjournals.org
Received February 11, 2006
Revised June 12, 2006
Accepted June 22, 2006

Applications note

Parallel multifactor dimensionality reduction: a tool for the large scale analysis of gene-gene interactions

William S. Bush 1, Scott M. Dudek 1, and Marylyn D. Ritchie 1 *

1 Center for Human Genetics Research, Vanderbilt University, Nashville, Tennessee

* To whom correspondence should be addressed.
Marylyn D. Ritchie, E-mail: ritchie{at}chgr.mc.vanderbilt.edu


   Abstract

Summary: Parallel multifactor dimensionality reduction is a tool for large scale analysis of gene-gene and gene-environment interactions. The MDR algorithm was redesigned to allow an unlimited number of study subjects, total variables, and variable states, and to remove restrictions on the order of interactions being analyzed. In addition, the algorithm is markedly more efficient, with an approximately 150-fold decrease in runtime for equivalent analyses. To facilitate the processing of large datasets, the algorithm was made parallel.

Availability: Parallel MDR is freely available for non-commercial research institutions. For full details see http://chgr.mc.vanderbilt.edu/ritchielab/pMDR. An open-source version of MDR software is available at http://www.epistasis.org.


Associate Editor: Martin Bishop
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