Key research themes
1. How can computational modeling predict and clarify protein adsorption structures and interactions on inorganic surfaces?
This theme investigates the use of theoretical and computational techniques, including molecular docking, molecular dynamics (MD) simulations, and empirical potential-driven modeling, to predict the structural orientations, binding energetics, and interaction modes of proteins when adsorbed onto inorganic or biomaterial surfaces such as gold, silica, and silicon-based substrates. Understanding protein-surface interactions at this level is critical for designing biofunctional materials, improving biocompatibility, and advancing bionanotechnology applications.
2. What are the structural and energetic determinants of protein-protein interface specificity and stability?
This research area focuses on dissecting the molecular interactions governing protein-protein interfaces, including van der Waals (vdW), hydrogen bonding, and electrostatics, and their contributions to binding energetics. It also investigates computational methods for interface residue prediction, hotspot identification, and conformational dynamics that pre-organize interface residues for binding. Understanding these determinants is fundamental for therapeutic targeting, protein engineering, and predicting biomolecular complex formation.
3. How do nanoscale mechanical and interfacial properties modulate protein adsorption and surface interactions?
This research direction explores the role of nanoscale physical properties such as surface elasticity, topography, hydration layer structure, and friction forces in influencing protein adsorption and behavior at soft and hard interfaces. It investigates how binding interfaces’ surface shape and hydration patterns affect protein surface interactions and how mechanical compliance of substrates modifies protein friction and adsorption energetics—critical for biomedical applications and soft material design.