Ensembles of Hydrophobicity Scales as Potent Classifiers for Chimeric Virus-Like Particle Solubility - An Amino Acid Sequence-Based Machine Learning Approach.
feature selection
hydrophobicity
hydrophobicity scales
machine learning
solubility
virus-like particles
Journal
Frontiers in bioengineering and biotechnology
ISSN: 2296-4185
Titre abrégé: Front Bioeng Biotechnol
Pays: Switzerland
ID NLM: 101632513
Informations de publication
Date de publication:
2020
2020
Historique:
received:
07
02
2020
accepted:
08
04
2020
entrez:
21
5
2020
pubmed:
21
5
2020
medline:
21
5
2020
Statut:
epublish
Résumé
Virus-like particles (VLPs) are protein-based nanoscale structures that show high potential as immunotherapeutics or cargo delivery vehicles. Chimeric VLPs are decorated with foreign peptides resulting in structures that confer immune responses against the displayed epitope. However, insertion of foreign sequences often results in insoluble proteins, calling for methods capable of assessing a VLP candidate's solubility
Identifiants
pubmed: 32432098
doi: 10.3389/fbioe.2020.00395
pmc: PMC7217080
doi:
Types de publication
Journal Article
Langues
eng
Pagination
395Informations de copyright
Copyright © 2020 Vormittag, Klamp and Hubbuch.
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