Alexios Chatzigoulas

This study evaluates K-Ras4B dimer interfaces and finds that Raf effectors stabilize dimers on the membrane, identifies a dynamic water channel, and suggests modulating membrane interactions as a potential therapeutic strategy.

The paper develops an ensemble machine learning method to predict membrane-penetrating amino acids in peripheral membrane proteins, achieving high accuracy on an independent test set.