ArticleACS central science2025
Docking 14 Million Virtual Isoquinuclidines against the μ and κ Opioid Receptors Reveals Dual Antagonists-Inverse Agonists with Reduced Withdrawal Effects.
Article in ACS central science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Modeling the Sensitivity of Large-Scale Virtual Screening to Scoring Function Accuracy, Artifacts, and Library Composition.Journal of chemical information and modeling · 2026Article
- Library Docking for Cannabinoid-2 Receptor Ligands.Journal of medicinal chemistry · 2026Article
- Automated Parallel Synthesis Accelerates Virtual Screening Hit Discovery.Journal of the American Chemical Society · 2026Article
- The Selectivity Implications of Docking Libraries with Greater and Lesser Similarities to Bio-like Molecules.Journal of medicinal chemistry · 2026Article
- Structural and dynamic studies uncover a distinct allosteric modulatory site at the µ-opioid receptor.Nature communications · 2026Article
- Target discovery and drug design in the era of artificial intelligence.Medicinal chemistry research : an international journal for rapid communications on design and mechanisms of action of biologically active agents · 2026Review
- Library docking for Cannabinoid-2 Receptor ligands.bioRxiv : the preprint server for biology · 2026Article
- Large Library Docking for Polypharmacology.Journal of medicinal chemistry · 2026Article
- A Transferable and Robust Computational Framework for Class A GPCR Activation Free Energies.The journal of physical chemistry letters · 2026Article
- The selectivity implications of docking libraries with greater and lesser similarities to bio-like molecules.bioRxiv : the preprint server for biology · 2026Article
- Structural and dynamic studies uncover a distinct allosteric modulatory site at the μ-opioid receptor.bioRxiv : the preprint server for biology · 2025Article
- Intracellular GPCR modulators enable precision pharmacology.npj drug discovery · 2025Review
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Authors and funding
14 authors.
Funding
Abstract
Large library docking of tangible molecules has revealed potent ligands across many targets. While make-on-demand libraries now exceed 75 billion enumerated molecules, their synthetic routes are dominated by a few reaction types, reducing diversity and inevitably leaving many interesting bioactive-like chemotypes unexplored. Here, we investigate the large-scale enumeration and targeted docking of isoquinuclidines. These "natural-product-like" molecules are rare in current libraries and are functionally congested, making them interesting as receptor probes. Using a modular, four-component reaction scheme, we built and docked a virtual library of over 14.6 million isoquinuclidines against both the μ- and κ-opioid receptors (MOR and KOR, respectively). Synthesis and experimental testing of 18 prioritized compounds found nine ligands with low μM affinities. Structure-based optimization revealed low- and sub-nM antagonists and inverse agonists targeting both receptors. Cryo-electron microscopy structures illuminate the origins of activity on each target. In mouse behavioral studies, a potent joint MOR-antagonist and KOR-inverse-agonist reversed morphine-induced analgesia, phenocopying the MOR-selective antioverdose agent naloxone. Encouragingly, the isoquinuclidine induced less severe opioid-withdrawal symptoms versus naloxone and did not induce conditioned-place aversion, reflecting reduced dysphoria, consistent with its KOR-inverse agonism. The strengths and weaknesses of bespoke library docking and of docking for opioid receptor polypharmacology will be considered.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.