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Bioinformatics Advance Access originally published online on June 29, 2006
Bioinformatics 2006 22(17):2173-2174; 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

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

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

Center for Human Genetics Research, Vanderbilt University Nashville, TN, USA

*To whom correspondence should be addressed.

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 ~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.

Contact: ritchie{at}chgr.mc.vanderbilt.edu


Received on February 11, 2006; revised on June 12, 2006; accepted on June 22, 2006

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