ProSol-multi: Protein solubility prediction via amino acids multi-level correlation and discriminative distribution

Protein solubility prediction is useful for the careful selection of highly effective candidate proteins for drug development. In recombinant proteins synthesis, solubility prediction is valuable for optimizing key protein characteristics, including stability, functionality, and ease of purification...

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Podrobná bibliografie

Hlavní autoři:	Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Andreas Dengel
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Elsevier 2024-09-01
Edice:	Heliyon
Témata:	Protein solubility prediction Machine learning Physico-chemical properties Amino acids multi-level correlation Amino acids multi-level discriminative distribution Protein sequence encoder
On-line přístup:	http://www.sciencedirect.com/science/article/pii/S2405844024120725
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