Nucleic Acids Research Advance Access published online on May 19, 2008
Nucleic Acids Research, doi:10.1093/nar/gkn250
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OligoWalk: an online siRNA design tool utilizing hybridization thermodynamics
1Department of Biochemistry and Biophysics and 2Department of Biostatistics and Computational Biology, University of Rochester Medical Center, 601 Elmwood Avenue, Box 712, Rochester, NY 14642, USA
* To whom correspondence should be addressed. Tel: +1 585 275 1734; Fax: +1 585 275 6007; Email: david_mathews{at}urmc.rochester.edu
Received January 29, 2008. Revised April 11, 2008. Accepted April 20, 2008.
Given an mRNA sequence as input, the OligoWalk web server generates a list of small interfering RNA (siRNA) candidate sequences, ranked by the probability of being efficient siRNA (silencing efficacy greater than 70%). To accomplish this, the server predicts the free energy changes of the hybridization of an siRNA to a target mRNA, considering both siRNA and mRNA self-structure. The free energy changes of the structures are rigorously calculated using a partition function calculation. By changing advanced options, the free energy changes can also be calculated using less rigorous lowest free energy structure or suboptimal structure prediction methods for the purpose of comparison. Considering the predicted free energy changes and local siRNA sequence features, the server selects efficient siRNA with high accuracy using a support vector machine. On average, the fraction of efficient siRNAs selected by the server that will be efficient at silencing is 78.6%. The OligoWalk web server is freely accessible through internet at http://rna.urmc.rochester.edu/servers/oligowalk.
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