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Chemical-Functional Diversity in Cell-Penetrating Peptides
Author(s) -
Sofie Stalmans,
Evelien Wynendaele,
Nathalie Bracke,
Bert Gevaert,
Matthias D’Hondt,
Kathelijne Peremans,
Christian Burvenich,
Bart De Spiegeleer
Publication year - 2013
Publication title -
plos one
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.99
H-Index - 332
ISSN - 1932-6203
DOI - 10.1371/journal.pone.0071752
Subject(s) - cell , computational biology , biophysics , chemistry , quantitative structure–activity relationship , chemical space , cell penetrating peptide , cell membrane , peptide , principal component analysis , dna , biochemistry , biological system , microbiology and biotechnology , biology , computer science , stereochemistry , drug discovery , artificial intelligence
Cell-penetrating peptides (CPPs) are a promising tool to overcome cell membrane barriers. They have already been successfully applied as carriers for several problematic cargoes, like e.g. plasmid DNA and (si)RNA, opening doors for new therapeutics. Although several hundreds of CPPs are already described in the literature, only a few commercial applications of CPPs are currently available. Cellular uptake studies of these peptides suffer from inconsistencies in used techniques and other experimental conditions, leading to uncertainties about their uptake mechanisms and structural properties. To clarify the structural characteristics influencing the cell-penetrating properties of peptides, the chemical-functional space of peptides, already investigated for cellular uptake, was explored. For 186 peptides, a new cell-penetrating (CP)-response was proposed, based upon the scattered quantitative results for cellular influx available in the literature. Principal component analysis (PCA) and a quantitative structure-property relationship study (QSPR), using chemo-molecular descriptors and our newly defined CP-response, learned that besides typical well-known properties of CPPs, i.e. positive charge and amphipathicity, the shape, structure complexity and the 3D-pattern of constituting atoms influence the cellular uptake capacity of peptides.

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