Aug 2026· Molecular Informatics· Vol 45· 0 citations· 41 references
Medicine
TL;DR
Analysis of protein–ligand cocrystal structures with 131 431 modifiable positions shows that approximately 22% of positions can accommodate linkers without significant geometric restriction.
Abstract
Linkers play a central role in many areas of medicinal chemistry, including proximity inducers, small‐molecule conjugates, and DNA‐encoded libraries. However, little is known about the accessibility of molecules to linker attachment when bound to proteins. Here, we analyze linker accessibility across protein–ligand complexes in cocrystal structures. A computational workflow was developed to evaluate the linkerability of modifiable positions on molecules based on solvent accessibility, local steric space for introduction of a linker atom, and the geometry of solvent‐directed escape paths approximated as conical frustums. Analysis of 8,228 protein–ligand cocrystal structures with 131 431 modifiable positions shows that approximately 22% of positions can accommodate linkers without significant geometric restriction. Limited linkerability of positions influences DEL data and may confound efforts to use such data for lead prediction.
Linking small molecules that bind adjacent sites on a target is a promising strategy for developing compounds with tight binding affinities. ATP-allosteric bivalent inhibitors (AABIs) of the epidermal growth factor receptor (EGFR) have provided new insights into efficient linker design where large potency gains can b...
Kishan B. Patel, I. A. Akinwumi, Tess M. Weber et al.· Journal of Medicinal Chemist...· 0 citations
LinkerBridge is proposed, an equivariant framework that unifies biochemical semantics with physical constraints through two innovations: a Contextual Interaction-Aware Representation module that internalizes pre-existing bio-chemical semantics and a Differentiable Physical Guidance mechanism derived from Van der Waals...
Meng-Wei Sun, Chengwei Ai, Xiao-Yi Liu et al.· Proceedings of the Thirty-Fi...· 0 citations
Protein-DNA interfaces are central to genome maintenance but remain challenging targets for small-molecule discovery because they are often broad, polar, solvent-exposed, and lack classical druggable pockets. Here, we establish a structure-guided strategy to chemically target such interfaces by combining the fragment-b...
Nicolas Bocquet, Alessandro Potenza, Jason Clochard et al.· Journal of the American Chem...· 0 citations
Multivalent interactions are widely used to enhance ligand binding to selected proteins, yet their occurrence in spatially confined nanoscale environments has been poorly investigated. Here, we use programable DNA origami nanocompartments to study multivalent interactions within nanosized volumes. In our system, encaps...
Sabrina Gambietz, Pierre Stegemann, A. Jaekel et al.· Small Structures· 0 citations
Proteolysis-targeting chimeras (PROTACs) promote targeted protein degradation by inducing a transient ternary complex between a protein of interest and an E3 ubiquitin ligase. Despite the clinical promise of these event-driven therapeutics, defining the conformational landscape and interfacial organization of these com...
Evan N. Whitford, Joshua D. Gilbert, Marius M. Kostelic et al.· bioRxiv· 0 citations
Selective modifications of native proteins provide powerful opportunities to study and manipulate biological systems, yet achieving site-selective functionalization remains challenging due to the surfeit of competing amino acids, often addressed by genetic engineering of target proteins. Ligand-directed protein modific...
A. Haim, Cassandra J. Henderson, M. Akdeniz et al.· Chemical Society Reviews· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.