An interpretable deep geometric learning model to predict the effects of mutations on protein-protein interactions using large-scale protein language model.

Summary: Proteins in our bodies work together like pieces of a puzzle to keep us healthy and fight off diseases. When a protein mutates (changes its shape), it might not fit its partner anymore, which can lead to illness. Scientists have created a smart new computer program using artificial intelligence to predict exactly how these changes affect protein teamwork. By looking at both the big picture and the tiny details of the protein's 3D shape, this new AI tool is much more accurate than older models. This breakthrough could help doctors understand diseases better and lead to exciting new treatments!