A bird’s-eye view of the biological mechanism and machine learning prediction approaches for cell-penetrating peptides

A bird’s-eye view of the biological mechanism and machine learning prediction approaches for cell-penetrating peptides

Cell-penetrating peptides (CPPs) are highly effective at passing through eukaryotic membranes with various cargo molecules, like drugs, proteins, nucleic acids, and nanoparticles, without causing significant harm. Creating drug delivery systems with CPP is associated with cancer, genetic disorders,...

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Bibliographic Details
Main Authors: Maduravani Ramasundaram, Honglae Sohn, Thirumurthy Madhavan
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Artificial Intelligence
Subjects:
cell-penetrating peptides
mechanism
machine learning
random forest
support vector machine
artificial neural network
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2024.1497307/full
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