(323g) The Effect of Heteromultivalency on Lectin-Glycan Binding Process and the Identification of Critical Parameter
AIChE Annual Meeting
2019
2019 AIChE Annual Meeting
Topical Conference: Applications of Data Science to Molecules and Materials
Data-Driven Design and Modeling of Biomaterials
Tuesday, November 12, 2019 - 2:36pm to 2:54pm
We developed a kinetic Monte Carlo (kMC) simulation, which only relies on the fundamental physics/chemistry principles, to model the process of lectin binding to glycans on cell surfaces. The kMC simulation only considered three universal principles: binding, unbinding and diffusion [5-6]. The kMC simulation allows us to monitor the heteromultivalent binding process and the variation of binding configurations in detail. We observed that the high-affinity glycan ligands can facilitate lectin binding to other low-affinity glycan ligands on a cell membrane. Even though these low-affinity ligands are barely detectable in microarrays where ligands are immobilized, the two dimensional ligand diffusion could activate the interactions between a bound lectin and low-affinity ligands, leading to the changes in binding behaviors. To explore the critical parameters influencing heteromutivalency, we varied the glycan affinity, density, and diffusion rate in the simulations. We observed that a threshold density of low-affinity glycan ligands is required to trigger heteromultivalent binding process. Our work explains why lectin functions sometime are controlled by low-affinity ligands. In contrast to molecular dynamic simulation, the kMC simulation that can model a longer time scales (up to hours) is a better method to study the influence of relatively slow dynamics of glycan diffusion.
References
[1] Varki A. Biological roles of glycans. Glycobiology, 2017, 27, 3-49.
[2] Branson TR.; McAllister TE.; Garcia-Hartjes J.; Fascione MA.; Ross JF.; Warriner SL.; Wennekes T.; Zuilhof H.; Turnbull WB. A proteinbased pentavalent inhibitor of the cholera toxin B-subunit. Angew. Chem. Int. Ed. Engl., 2014, 53, 8323â8327.
[3] Worstell NC.; Singla A.; Saenkham P.; Galbadage T.; Sule P.; Lee D.; Mohr A.; Kwon JSI.; Cirillo JD.; Wu HJ. Hetero-multivalency of Pseudomonas aeruginosa lectin LecA binding to model membranes. Sci. Rep., 2018, 8, 8419.
[4] Worstell NC.; Singla A.; Wu HJ. Evaluation of hetero-multivalent lectin binding using a turbidity-based emulsion agglutination assay. Colloids Surf. B Biointerfaces., 2019, 175, 84â90.
[5] Fallahi-Sichani M.; Linderman JJ. Lipid raft-mediated regulation of G-protein coupled receptor signaling by ligands which influence receptor dimerization: A computational study. PLoS One., 2009, 4, e6604.
[6] Lee D.; Mohr A.; Kwon JSI. Kinetic Monte Carlo modeling of multivariant binding of CTB proteins with GM1 receptor. Comp. Chem. Eng., 2018, 118, 283-295.