Jangwon Bae

LLPSense predicts and modulates condition-dependent protein phase separation using machine learning, revealing new insights into disease mechanisms and enabling programmable condensates.

The paper investigates how the microenvironment within biomolecular condensates affects reaction kinetics using protein ligation as a model, identifying effective concentration, hydrophilicity, and water activity as key factors.