Building Block-Centric Approach to DNA-Encoded Library Design.

J Chem Inf Model

Department of Pharmaceutical Sciences, University of California, Irvine, California 92697, United States.

Published: June 2024

AI Article Synopsis

  • DNA-encoded library technology allows extensive exploration of chemical structures for drug discovery, focusing on the design and synthesis of libraries with suitable physicochemical properties and structural diversity.
  • The analysis involves various combinatorial library design constraints, like chemistry cycles, bond construction methods, and building block selection to create optimal library designs.
  • The study reveals that having a wide availability of amines and acids is crucial for exploring chemical space, and that cost is not a major factor in accessing diverse chemical structures.

Article Abstract

DNA-encoded library technology grants access to nearly infinite opportunities to explore the chemical structure space for drug discovery. Successful navigation depends on the design and synthesis of libraries with appropriate physicochemical properties (PCPs) and structural diversity while aligning with practical considerations. To this end, we analyze combinatorial library design constraints including the number of chemistry cycles, bond construction strategies, and building block (BB) class selection in pursuit of ideal library designs. We compare two-cycle library designs (amino acid + carboxylic acid, primary amine + carboxylic acid) in the context of PCPs and chemical space coverage, given different BB selection strategies and constraints. We find that broad availability of amines and acids is essential for enabling the widest exploration of chemical space. Surprisingly, cost is not a driving factor, and virtually, the same chemical space can be explored with "budget" BBs.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11200258PMC
http://dx.doi.org/10.1021/acs.jcim.4c00232DOI Listing

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