Library docking for Cannabinoid-2 Receptor ligands
Cannabinoid receptors are therapeutically promising GPCRs that are also interesting test systems for structure-based methods, which have targeted them previously. Here we used the CB2 receptor as a template to explore several topical questions in library docking. Whereas an earlier campaign against the CB1 receptor led to potent but relatively non-selective ligands, here we found that targeting interactions with polar, orthosteric site residues led to subtype-selective ligands. Docking hit rate and especially hit affinity improved in moving from a 7 million to a 2.6 billion molecule library. Similar to earlier studies, docking against active and inactive states of the receptor did not reliably bias toward the discovery of agonists or inverse agonists. Cryo-EM structures of two of the new agonists, each in a different chemotype, superposed well on the docking predictions. Correspondingly, structure-based optimization led to 10- to 140-fold improvements within three different series, also consistent with well-behaved ligand families. Hit rates with a fully enumerated 2.6 billion molecule library resembled those of an implied 11 billion molecule library from a building-block method, consistent with the latter's ability to explore this space, though higher affinities were discovered from the fully enumerated set. Overall, eight diverse families of ligands, with potencies <100 nM and mostly unrelated to previously known ligands were found. Implications for future studies are considered.
Authors
- Tia A. Tummino (ORCID: https://orcid.org/0000-0001-9155-820X)
- M. Sacco (ORCID: https://orcid.org/0000-0001-5930-7363)
- Georgios Skiniotis (ORCID: https://orcid.org/0000-0003-0238-7846)
- Meri Okorie
- Dmytro S. Radchenko (ORCID: https://orcid.org/0000-0001-5444-7754)
- John J. Irwin (ORCID: https://orcid.org/0000-0002-1195-6417)
- Isabella Glenn (ORCID: https://orcid.org/0009-0002-6443-1873)
- Cheng-Guo Wu (ORCID: https://orcid.org/0000-0003-0514-6474)
- Michelle K. Cahill (ORCID: https://orcid.org/0009-0008-7810-800X)
- Moira M. Rachman (ORCID: https://orcid.org/0000-0003-3671-8885)
- Vivianne L. Tawfik (ORCID: https://orcid.org/0000-0002-4422-2014)
- Lu Paris
- Suthakar Ganapathy (ORCID: https://orcid.org/0000-0003-3828-5382)
- Xinyu Xu
- Christos Iliopoulos-Tsoutsouvas
- Yurii S Moroz
- Brian K. Shoichet
- Alexandros Makriyannis
- Emma Santos
Institutions
- Northeastern University (US)
- St. Jude Children's Research Hospital (US)
- University of California, San Francisco (US)
- Taras Shevchenko National University of Kyiv (UA)
- Enamine (Ukraine) (UA)
- Stanford University (US)
Publication Details
- Journal
- bioRxiv (Cold Spring Harbor Laboratory)
- Published
- 2026-03-21
- DOI
- https://doi.org/10.64898/2026.03.19.713017
- Primary Topic
- Receptor Mechanisms and Signaling
- Type
- article
- Field-Weighted Citation Impact
- 0.00