Prediction of mutation-induced protein stability changes based on the geometric representations learned by a self-supervised method

Thermostability is a fundamental property of proteins to maintain their biological functions. Predicting protein stability changes upon mutation is important for our understanding protein structure-function relationship, and is also of great interest in protein engineering and pharmaceutical design.