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

Authors :
Nour Nissan
Mitchell C. Allen
David Sabatino
Kyle K. Biggar
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