2025 AIChE Annual Meeting
(325a) Enhanced Sampling Molecular Simulations of Protein-Polymer Interactions in Pegylated Lysozyme Bioconjugates
Previously, we showcased the development of a computational framework for systematically building and testing models of protein-polymer bioconjugates that can be readily scaled for high-throughput processing. This methodological workflow encompasses various in silico tools such as Python, C++, CGENFF, Gaussian, Avogadro, ChemDraw, VMD, and GROMACS. Herein, we built and tested this framework on hen egg-white lysozyme conjugated with activated methoxy polyethylene glycol (mPEG) at two chain lengths. MD simulations were carried out on these PEG-ylated lysozymes to elucidate structural changes stemming from multi-sited conjugation in the context of protein thermostability and solubility. Furthermore, we performed enhanced sampling (well-tempered metadynamics) MD simulations to fully explore the configurational space of conjugated polymers and its influence from protein surface chemistries. To this end, we successfully constructed configurational free energy landscapes to determine the conformational favorability of individual conjugated polymer chains within the specific biochemical environment of their conjugation sites. We then identified residue-specific protein-polymer contacts and various non-bonded interactions (hydrogen-bonding, hydrophobic/hydrophilic, electrostatic) driven by features of the protein surface chemistry. In this work, we demonstrated that such a computational framework, when combined with fundamental analysis methods such as MD, can support the rational design of novel bioconjugates with improved efficacy. From the direct implementation of this framework, we gained new atomistic insights into bioconjugate structural properties and the biochemical effects of protein surface residues in driving conjugated polymer behavior.