journal article·2025-01-16

Leveraging Cryptic Ligand Envelopes through Enhanced Molecular Simulations

Francesco Colizzi

Publisher page

Abstract

Protein-bound ligands can adopt a range of different conformations, collectively defining a ligand envelope that has proven to be crucial for the design of potent and selective drugs. Yet, the cryptic nature of this ligand envelope makes it difficult to visualize, characterize, and ultimately exploit for drug design. Using enhanced molecular dynamics simulations, here, we provide a general framework to reconstruct the cryptic ligand envelope that is dynamically accessible by protein-bound small molecules in solution. We apply this approach to quantify hidden conformational heterogeneity in structurally complex ligands including the marine natural product plitidepsin. The computed conformational heterogeneity expands the small-molecule footprint beyond that typically observed in experiments, also revealing key thermodynamic and kinetic properties of single ligand-target interactions. The model agrees quantitatively with solution NMR, X-ray crystallography, and biochemical measurements, showcasing a versatile strategy to integrate receptor-bound ligand conformational ensembles in molecular design.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Protein Structure and Dynamics · Computational Drug Discovery Methods · Machine Learning in Materials Science

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Molecular Ocean Lab, Institute for Advanced Chemistry of Catalonia, IQAC−CSIC, Carrer de Jordi Girona 18-26, 08034 Barcelona, Spain

Institute of Marine Sciences, ICM−CSIC, Passeig Marítim de la Barceloneta 37-49, 08003 Barcelona, Spain

Funding

Ministerio de Ciencia, Innovaci?n y Universidades

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