Towards sequence-based prediction of mutation-induced stability changes in unseen non-homologous proteins.

Abstract excerpt

BACKGROUND: Reliable prediction of stability changes induced by a single amino acid substitution is an important aspect of computational protein design. Several machine learning methods capable of predicting stability changes from the protein sequence alone have been introduced. Prediction performance of these methods is evaluated on mutations unseen during training. Nevertheless, different mutations of the same...

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