STRUM: structure-based prediction of protein stability changes upon single-point mutation

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STRUM: structure-based prediction of protein stability changes upon single-point mutation

MOTIVATION Mutations in human genome are mainly through single nucleotide polymorphism, some of which can affect stability and function of proteins, causing human diseases. Several methods have been proposed to predict the effect of mutations on protein stability; but most require features from experimental structure. Given the fast progress in protein structure prediction, this work explores t...

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Prediction of protein stability upon point mutations.

Prediction of protein stability upon amino acid substitution is a challenging problem and it will be helpful for designing stable mutants. We have developed a thermodynamic database for proteins and mutants (ProTherm), which has more than 20000 thermodynamic data along with sequence and structure information, experimental conditions and literature information. It is freely accessible at http://...

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A neural-network-based method for predicting protein stability changes upon single point mutations

MOTIVATION One important requirement for protein design is to be able to predict changes of protein stability upon mutation. Different methods addressing this task have been described and their performance tested considering global linear correlation between predicted and experimental data. Neither is direct statistical evaluation of their prediction performance available, nor is a direct compa...

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ژورنال

عنوان ژورنال: Bioinformatics

سال: 2016

ISSN: 1367-4803,1460-2059

DOI: 10.1093/bioinformatics/btw361