Dr. Jinrui Xu's research lab focuses on understanding essential genes—those that are crucial for cell survival and function. The lab employs advanced computational methods, particularly a novel framework that uses graph neural networks, to predict gene essentiality and identify important protein structures. This research aims to bridge the gap between computational models and biological insights, ultimately contributing to advancements in drug discovery and precision medicine.