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: 223
Type: Invited
Date/Time: Tuesday, July 31, 2007 : 8:30 AM to 10:20 AM
Sponsor: Biopharmaceutical Section
Abstract - #307891
Title: Gene Signatures for Hepatotoxicants
Author(s): Nandini Raghavan *+ and Dhammika Amaratunga and Alex Nie and Michael McMillian
Companies: Johnson & Johnson PRD and Johnson & Johnson PRD and Johnson & Johnson PRD and Johnson & Johnson PRD
Address: G-031, 1000 Rt. 202-S., Raritan, NJ, ,
Keywords: genomics ; microarray ; gene signatures ; classification ; toxicity ; pharmaceutical
Abstract:

Toxicogenomics is an evolving area that attempts to exploit new high-throughput "omics" technologies to develop faster, better and earlier safety screens for drugs. Improving the screening process for new compounds to predict toxicity issues early in discovery will enable pharmaceutical companies to reduce the costs of developing new drugs significantly. In this talk we discuss some of the issues arising in the design and analysis of toxicogenomic experiments, as well as methods for classifying compounds into various hepatotoxicity classes. We also discuss the incorporation of genomic databases to construct biologically relevant gene signatures for predicting toxicity in new compounds, and cross-platform comparisons of gene signatures. We will also present the results of a large-scale study at Johnson and Johnson.


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Revised September, 2007