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Gini Coefficient: A New Way To Express Selectivity of Kinase Inhibitors against a Family of Kinases

2007/10/19 by Piotr Graczyk · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Medicine · #Computational Drug Discovery Methods #Protein Kinase Regulation and GTPase Signaling #HER2/EGFR in Cancer Research

paper · doi:10.1021/jm070562u

openalex publication_date 2007/10/19 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/30

Abstract

A novel application of the Gini coefficient for expressing selectivity of kinase inhibitors against a panel of kinases is proposed. This has been illustrated using single-point inhibition data for 40 commercially available kinase inhibitors screened against 85 kinases. Nonselective inhibitors are characterized by Gini values close to zero (Staurosporine, Gini 0.150). Highly selective compounds exhibit Gini values close to 1 (PD184352 Gini 0.905). The relative selectivity of inhibitors does not depend on the ATP concentration.

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