The Application and Challenges of Artificial Intelligence in G Protein-Coupled Receptor Drug Virtual Screening

Authors

  • Xixi Chen Author
  • Xinyi Lin Author

DOI:

https://doi.org/10.61173/q2f3vy73

Keywords:

Artificial Intelligence, Deep Learning, G Protein-Coupled Receptor, Virtual Screening, Drug Discovery

Abstract

G protein-coupled receptors play important roles in various diseases and are key targets for drug discovery. Virtual screening has traditionally been used to identify potential drug candidates from large compound libraries but faces challenges in computational resources and time constraints. The integration of artificial intelligence technologies has improved screening precision and reduced costs. This review discusses current developments, challenges, and future directions in leveraging artificial intelligence to advance GPCR drug screening.

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Published

2024-10-29

Issue

Section

Articles