Quantitative Structure-Activity Studies on a Series of Migrastatin Analogs as Inhibitors of Cancer Cell Metastasis

Title: Quantitative Structure-Activity Studies on a Series of Migrastatin Analogs as Inhibitors of Cancer Cell Metastasis

Volume: 7 Issue: 3

Author(s): Ricardo N. Santos, Rafael V. C. Guido, Glaucius Oliva, Luiz C. Dias and Adriano D. Andricopulo

Affiliation:

Keywords: Cancer, metastasis, QSAR, drug design, migrastatin, macrolide, inhibitors, invasion, migration, isomigrastatin analogs, correlation coefficients, anticancer activity

Abstract: Migrastatin, a macrolide natural product, and its structurally related analogs are potent inhibitors of cancer cell metastasis, invasion and migration. In the present work, a specialized fragment-based method was employed to develop QSAR models for a series of migrastatin and isomigrastatin analogs. Significant correlation coefficients were obtained (best model, q2 = 0.76 and r2 = 0.91) indicating that the QSAR models possess high internal consistency. The best model was then used to predict the potency of an external test set, and the predicted values were in good agreement with the experimental results (R2pred = 0.85). The final model and the corresponding contribution maps, combined with molecular modeling studies, provided important insights into the key structural features for the anticancer activity of this family of synthetic compounds based on natural products.

Cite this article as:

N. Santos Ricardo, V. C. Guido Rafael, Oliva Glaucius, C. Dias Luiz and D. Andricopulo Adriano, Quantitative Structure-Activity Studies on a Series of Migrastatin Analogs as Inhibitors of Cancer Cell Metastasis, Medicinal Chemistry 2011; 7 (3) . https://dx.doi.org/10.2174/157340611795564240