JSM Preliminary Online Program
This is the preliminary program for the 2007 Joint Statistical Meetings in Salt Lake City, Utah.

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Activity Number: 392
Type: Invited
Date/Time: Wednesday, August 1, 2007 : 10:30 AM to 12:20 PM
Sponsor: Biopharmaceutical Section
Abstract - #307800
Title: Applications of RNAi High-Throughput Screening in Drug Discovery
Author(s): Amy S. Espeseth*+
Companies: Merck & Co., Inc.
Address: 770 Sumneytown Pike, West Point, PA, 18914,
Keywords: siRNA ; High Throughput Screening ; cell-based assays
Abstract:

The discovery of RNA interference (RNAi), which allows the targeted degradation of mRNAs using small interfering RNA (siRNA), has revolutionized the identification of drug discovery targets. Following the development of a cell-based assay for human disease, cellular arrays can be treated with siRNA libraries that target thousands of genes. Downregulation of genes associated with the disease state affects the assay output, similar to what would be expected from a small molecule inhibitor. Thus effective siRNAs that are identified in siRNA screens point to potential novel targets for drug discovery programs. Although the number of data points generated by these screens is small compared to a typical small molecule HTS, the number of variables introduced by the use of siRNA typically increases the assay variance, complicating the use of typical QA and hit selection statistical methods.


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Revised September, 2007