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De Novo Design of Inhibitors of DNA Methyltransferase 1: A Critical Comparison of Ligand- and Structure-Based Approaches

Abstract

Designing and developing inhibitors against the epigenetic target DNA methyltransferase (DNMT) is an attractive strategy in epigenetic drug discovery. DNMT1 is one of the epigenetic enzymes with significant clinical relevance. Structure-based de novo design is a drug discovery strategy that was used in combination with similarity searching to identify a novel DNMT inhibitor with a novel chemical scaffold and warrants further exploration. This study aimed to continue exploring the potential of de novo design to build epigenetic-focused libraries targeted toward DNMT1. Herein, we report the results of an in-depth and critical comparison of ligand- and structure-based de novo design of screening libraries focused on DNMT1. The newly designed chemical libraries focused on DNMT1 are freely available on GitHub.

References
1.
Liu K, Kokubo H . Exploring the Stability of Ligand Binding Modes to Proteins by Molecular Dynamics Simulations: A Cross-docking Study. J Chem Inf Model. 2017; 57(10):2514-2522. DOI: 10.1021/acs.jcim.7b00412. View

2.
Gamage S, Brooke D, Redkar S, Datta J, Jacob S, Denny W . Structure-activity relationships for 4-anilinoquinoline derivatives as inhibitors of the DNA methyltransferase enzyme DNMT1. Bioorg Med Chem. 2013; 21(11):3147-53. DOI: 10.1016/j.bmc.2013.03.033. View

3.
Durant J, Leland B, Henry D, Nourse J . Reoptimization of MDL keys for use in drug discovery. J Chem Inf Comput Sci. 2002; 42(6):1273-80. DOI: 10.1021/ci010132r. View

4.
Maier J, Martinez C, Kasavajhala K, Wickstrom L, Hauser K, Simmerling C . ff14SB: Improving the Accuracy of Protein Side Chain and Backbone Parameters from ff99SB. J Chem Theory Comput. 2015; 11(8):3696-713. PMC: 4821407. DOI: 10.1021/acs.jctc.5b00255. View

5.
Trott O, Olson A . AutoDock Vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreading. J Comput Chem. 2009; 31(2):455-61. PMC: 3041641. DOI: 10.1002/jcc.21334. View