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Tia A. Tummino

2 papers in the library · 187 citations · publishing 2024-2025

Papers

AlphaFold2 structures guide prospective ligand discovery

Science May 16, 2024 Jiankun Lyu, Nicholas J. Kapolka, Ryan H. Gumpper et al. 145 citations

Docking large libraries of molecules against unrefined AlphaFold2 (AF2) models of the σ2 and serotonin 2A (5-HT2A) receptors produced hit rates and affinities as high as those obtained by docking against experimental structures. These results were achieved despite differences in orthosteric residue conformations between the AF2 models and the experimental structures. A cryo–electron microscopy structure of one potent 5-HT2A ligand identified from AF2 docking showed residue accommodations similar to the AF2 prediction. AF2 models may sample low-energy conformations that differ from experimental structures but remain useful for ligand discovery, extending the reach of structure-based drug design.

The polypharmacology of psychedelics reveals multiple targets for potential therapeutics.

Neuron July 15, 2025 Manish K. Jain, Ryan H. Gumpper, Samuel T. Slocum et al. 42 citations

Classical psychedelics like LSD, psilocybin, and mescaline produce their mind-altering effects by activating the 5-HT2A serotonin receptor. Recent clinical studies indicate they may also help treat depression, anxiety, migraines, cluster headaches, drug abuse, and PTSD. This work examined 41 psychedelics from three chemical classes, testing them against 318 human G-protein-coupled receptors and, for LSD, over 450 human kinases. The compounds potently activated nearly every serotonin, dopamine, and adrenergic receptor. They also stimulated multiple signaling pathways through the 5-HT2A receptor, each linked to psychedelic-like effects in animals. The findings suggest that many molecular targets contribute to the overall actions of psychedelics.