About this document
Learning To Predict Mutational Effects of Protein-Protein Interactions by Microenvironment-Aware Hierarchical Prompt Learning by darkerwang92 is a document available to read on EtoBox.
The document presents a novel framework called Prompt-DDG for predicting the effects of amino acid mutations on protein-protein interactions, addressing challenges like data scarcity and computational cost. It introduces a hierarchical prompt codebook and a masked microenvironment modeling task to capture complex structural dependencies and microenvironmental differences. The proposed method demonstrates superior performance and efficiency compared to existing approaches in predicting changes in binding fre
- Author
- darkerwang92
- Language
- EN