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Future Perspective: Harnessing the Power of Artificial Intelligence in the Generation of New Peptide Drugs. | LitMetric

Future Perspective: Harnessing the Power of Artificial Intelligence in the Generation of New Peptide Drugs.

Biomolecules

Institute of Biochemistry, Departments of Biology & Chemistry, Carleton University, Ottawa, ON K1S 5B6, Canada.

Published: October 2024

The expansive field of drug discovery is continually seeking innovative approaches to identify and develop novel peptide-based therapeutics. With the advent of artificial intelligence (AI), there has been a transformative shift in the generation of new peptide drugs. AI offers a range of computational tools and algorithms that enables researchers to accelerate the therapeutic peptide pipeline. This review explores the current landscape of AI applications in peptide drug discovery, highlighting its potential, challenges, and ethical considerations. Additionally, it presents case studies and future prospectives that demonstrate the impact of AI on the generation of new peptide drugs.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11505729PMC
http://dx.doi.org/10.3390/biom14101303DOI Listing

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