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Machine learning reveals hidden stability code in protein native fluorescence

Conformational stability of a protein is usually obtained by spectroscopically measuring the unfolding melting temperature. However, optical spectra under native conditions are considered to contain too little resolution to probe protein stability. Here, we have built and trained a neural network mo...

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Detalhes bibliográficos
Publicado no:Comput Struct Biotechnol J
Main Authors: Zhang, Hongyu, Yang, Yang, Zhang, Cheng, Farid, Suzanne S., Dalby, Paul A.
Formato: Artigo
Idioma:Inglês
Publicado em: Research Network of Computational and Structural Biotechnology 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8131987/
https://ncbi.nlm.nih.gov/pubmed/34093990
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csbj.2021.04.047
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