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Unearthing new genomic markers of drug response by improved measurement of discriminative power

Dang, Cao Cuong and Peón, Antonio and Ballester, Pedro (2018) Unearthing new genomic markers of drug response by improved measurement of discriminative power. BMC Medical Genomics, 11 (1). p. 10.

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Abstract

Oncology drugs are only effective in a small proportion of cancer patients. Our current ability to identify these responsive patients before treatment is still poor in most cases. Thus, there is a pressing need to discover response markers for marketed and research oncology drugs. Screening these drugs against a large panel of cancer cell lines has led to the discovery of new genomic markers of in vitro drug response. However, while the identification of such markers among thousands of candidate drug-gene associations in the data is error-prone, an appraisal of the effectiveness of such detection task is currently lacking.

Item Type: Article
Subjects: Information Technology (IT)
ISI-indexed journals
Divisions: Faculty of Information Technology (FIT)
Depositing User: Cao Cuong Dang
Date Deposited: 07 Jun 2018 07:01
Last Modified: 07 Jun 2018 07:01
URI: http://eprints.uet.vnu.edu.vn/eprints/id/eprint/2958

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