Computational approaches such as Site-Identification by Ligand Competitive Saturation for Drug Design (SILCS) in combination with structural biology aim to facilitate the discovery of novel therapeutic agents in rational drug design. In searching of drug-like inhibitors of B-cell lymphoma 6 BTB domain (BCL6) for anti-cancer therapeutics, SILCS method has proved to help identify a thiourea compound scaffold (7CC5) and analogs that bind to BCL6 BTB domain, which demonstrated over 100-fold improved potency.
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Computational Molecular dynamics have been widely used to investigate molecular level information such as molecular packing and interactions in computer-aided drug design. For macromolecules like polymers, micelles, nanoparticles used in drug delivery, CG Martini force field model is powerful in simulating the self-assembly process, preserve the chemical properties while reducing the number of particles in the system. This model is successfully used to design a novel nanoparticle platform called "Telodendrimers" for effective drug (like paclitaxel and doxorubicin) encapsulation together with experimental scientists in Juntao Luo's group.
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