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Future Perspective: Harnessing the Power of Artificial Intelligence in the Generation of New Peptide Drugs
- Source :
- Biomolecules, Vol 14, Iss 10, p 1303 (2024)
- Publication Year :
- 2024
- Publisher :
- MDPI AG, 2024.
-
Abstract
- 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.
Details
- Language :
- English
- ISSN :
- 2218273X
- Volume :
- 14
- Issue :
- 10
- Database :
- Directory of Open Access Journals
- Journal :
- Biomolecules
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.f9e03f85439f43b3abd31ad77890d42a
- Document Type :
- article
- Full Text :
- https://doi.org/10.3390/biom14101303