Avidin-biotin is one of the strongest protein-ligand binding systems, with broad applications in biomedical science. Here we report a quantum-based computational study to help elucidate the mechanism of binding avidin to biotin (BTN1) and its close analogue, 2'-iminobiotin (BTN2). Our study reveals that electronic polarization of protein plays a critical role in stabilizing the beta sheet (Thr113-Arg122) at the binding site and makes a substantial contribution to the free energy of avidin-biotin binding. The current finding is in contradiction to the previous notion that electrostatic interaction has no effect on or makes an unfavorable contribution to the free energy of avidin-biotin binding. Our calculations also show that the difference in binding free energy of avidin to BTN1 and BTN2 is almost entirely due to the contribution of electrostatic interaction resulting from polarization-induced stabilization of a hydrogen bond between avidin and BTN1. The current result provides strong evidence that protein polarization accounts for the electrostatic contribution to binding free energy that was missing in previous studies of avidin-biotin binding.

Molecular dynamics simulations of NMR backbone relaxation order parameters have been carried out to investigate the polarization effect on the protein's local structure and dynamics for five benchmark proteins (bovine pancreatic trypsin inhibitor, immunoglobulin-binding domain (B1) of streptococcal protein G, bovine apo-calbindin D9K, human interleukin-4 R88Q mutant, and hen egg white lysozyme). In order to isolate the polarization effect from other interaction effects, our study employed both the standard AMBER force field (AMBER03) and polarized protein-specific charges (PPCs) in the MD simulations. The simulated order parameters, employing both the standard nonpolarizable and polarized force fields, are directly compared with experimental data. Our results show that residue-specific order parameters at some specific loop and turn regions are significantly underestimated by the MD simulations using the standard AMBER force field, indicating hyperflexibility of these local structures. Detailed analysis of the structures and dynamic motions of individual residues reveals that the hyperflexibility of these local structures is largely related to the breaking or weakening of relevant hydrogen bonds. In contrast, the agreement with the experimental results is significantly improved and more stable local structures are observed in the MD simulations using the polarized force field. The comparison between theory and experiment provides convincing evidence that intraprotein hydrogen bonds in these regions are stabilized by electronic polarization, which is critical to the dynamical stability of these local structures in proteins.

Porous carbon is one of the most promising alternatives to traditional graphite materials in lithium-ion batteries. This is not only attributed to its advantages of good safety, stability and electrical conductivity, which are held by all the carbon-based electrodes, but also especially ascribed to its relatively high capacity and excellent cycle stability. Here we report the design and synthesis of a highly porous pure carbon material with multifractal structures. This material is prepared by the vacuum carbonization of a zinc-based metal-organic framework, which demonstrates an ultrahigh lithium storage capacity of 2458 mAh g−1 and a favorable high-rate performance. The associations between the structural features and the lithium storage mechanism are also revealed by small-angle X-ray scattering (SAXS), especially the closed pore effects on lithium-ion storage.