AlphaFold, a machine learning method, has revolutionized protein structure prediction and drug design by outperforming traditional methods in identifying potential antipsychotic drugs. Researchers in Sweden utilized AlphaFold models to screen over 16 million compounds and discovered potent TAAR1 agonists for treating neuropsychiatric conditions.
The study compared AlphaFold to homology modeling techniques in virtual screening and found that AlphaFold had a higher hit rate and accuracy in predicting protein-ligand interactions. Compound 65, identified through AlphaFold modeling, showed promising antipsychotic effects and favorable pharmacokinetic properties.
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Isomorphic Labs, the AI drug discovery platform that was spun out of Google's DeepMind in 2021, has raised external capital for the first time. The $600
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Sam Altman today revealed that OpenAI will release an open weight artificial intelligence model in the coming months. "We are excited to release a powerful new open-weight language model with reasoning in the coming months," Altman wrote on X.