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The company developed methods to identify disease-driving condensates, model them, and create systems for effective drug discovery targeting these condensates. The aim is to establish condensate biology as a fundamental branch of cellbiology – “cellbiology 2.0”
Researchers at the University of North Carolina at Chapel Hill and the UNC Lineberger Comprehensive Cancer Center have uncovered a new role of a chromatin-modulatory enzyme, termed EZH2, during cancer development. They then developed a new therapeutic approach with a potent small-molecule inhibitor of this enzyme.
Researchers soon began screening a chemical library and its more than 380,000 traditional drug candidates to find the right small-molecule inhibitor, the preferred compound in drug discovery. Missing was the usual pocket-shaped active site, where a traditional smallmolecule can readily bind and block function.
Fascinated by the potential of AI in medical research, I transitioned to BenevolentAI in early 2023 as a Biology Project Leader. There, I supported AI-enabled DD efforts in their smallmolecule portfolio. Driven by an interest in drug discovery Millie joined AstraZeneca after completion of her PhD at the end of 2020.
What are macrocycles and why are they interesting for drug discovery? Traditionally, drug discovery has focused on small-molecule therapeutics, typically with a molecular weight of less than 500 Daltons. 2 Typically, small-moleculedrugs target active sites buried inside proteins.
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