Abstract:
:Using in vitro drug sensitivity data coupled with Affymetrix microarray data, we developed gene expression signatures that predict sensitivity to individual chemotherapeutic drugs. Each signature was validated with response data from an independent set of cell line studies. We further show that many of these signatures can accurately predict clinical response in individuals treated with these drugs. Notably, signatures developed to predict response to individual agents, when combined, could also predict response to multidrug regimens. Finally, we integrated the chemotherapy response signatures with signatures of oncogenic pathway deregulation to identify new therapeutic strategies that make use of all available drugs. The development of gene expression profiles that can predict response to commonly used cytotoxic agents provides opportunities to better use these drugs, including using them in combination with existing targeted therapies.
journal_name
Nat Medjournal_title
Nature medicineauthors
Potti A,Dressman HK,Bild A,Riedel RF,Chan G,Sayer R,Cragun J,Cottrill H,Kelley MJ,Petersen R,Harpole D,Marks J,Berchuck A,Ginsburg GS,Febbo P,Lancaster J,Nevins JRdoi
10.1038/nm1491subject
Has Abstractpub_date
2006-11-01 00:00:00pages
1294-300issue
11eissn
1078-8956issn
1546-170Xpii
nm1491journal_volume
12pub_type
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