Zhiyuan Song

LiverHomo integrates human liver scRNA-seq data with PPI and cell-cell communication networks to provide an interactive resource for exploring liver health and disease.

GraPPI develops a self-supervised graph encoder for protein-protein interaction modeling, achieving high performance in binding interface prediction and affinity prediction.

LiverDCP models disease biology by integrating single-cell data and protein interactions to identify disease-risk genes and therapeutic targets.

The paper investigates electrostatic interactions in Cx36 gap junctions, showing that specific residue pairs are essential for functional GJ formation and docking specificity.