Docking of virtual libraries identifies small-molecule agonists of neurotensin receptors with analgesic activity.

Panel, Nicolas; Vo, Duy Duc; Hübner, Harald; Deluigi, Mattia; Pach, Szymon; Bélair, Félix; Weikert, Dorothee; Klenk, Christoph et al. · Nat Commun · 2026

basic_science · Level V

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Abstract

Peptide-activated G protein-coupled receptors (GPCRs) play crucial roles in numerous diseases, but remain difficult therapeutic targets due to the challenges in developing small-molecule drugs. Here, we explore structure-based strategies to identify small-molecule agonists of neurotensin (NTS) receptors, which hold promise for developing non-opioid analgesics. Chemical libraries of drug-like molecules are first designed based on a receptor-peptide complex, and then 14.5 million compounds are computationally docked to the orthosteric binding site of the NTS<sub>1</sub> receptor. A set of 39 top-ranked compounds is synthesized, and seven of these are experimentally confirmed to activate the NTS<sub>1</sub> receptor. Structure-guided optimization yields NTS<sub>1</sub> ligands with signaling signatures distinct from the endogenous peptide, and these compounds also exhibit high affinity for the NTS<sub>2</sub> receptor. High-resolution crystal structures of two agonists bound to the NTS<sub>1</sub> receptor confirm predicted binding modes and reveal key determinants of activation. In vivo, the compounds produce robust antinociception in rodents without inducing hypotension, consistent with a contribution of NTS<sub>2</sub> receptor activity. To facilitate broader application of our virtual screening approach to peptide-binding GPCRs, we provide access to tailored chemical libraries containing billions of readily synthesizable compounds.

Medical subject headings