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Dive into the research topics where Li L. Duan is active.

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Featured researches published by Li L. Duan.


Journal of the American Chemical Society | 2010

Folding of a Helix at Room Temperature Is Critically Aided by Electrostatic Polarization of Intraprotein Hydrogen Bonds

Li L. Duan; Ye Mei; Dawei Zhang; Qing G. Zhang; John Z. H. Zhang

We report direct folding of a 17-residue helix protein (pdb:2I9M) by standard molecular dynamics simulation (single trajectory) at room temperature with implicit solvent. Starting from a fully extended structure, 2I9M successfully folds into the native conformation within 16 ns using adaptive hydrogen bond-specific charges to take into account the electrostatic polarization effect. Cluster analysis shows that conformations in the native state cluster have the highest population (78.4%) among all sampled conformations. Folding snapshots and the secondary structure analysis demonstrate that the folding of 2I9M begins at terminals and progresses toward the center. A plot of the free energy landscape indicates that there is no significant free energy barrier during folding, which explains the observed fast folding speed. For comparison, exactly the same molecular dynamics simulation but carried out under existing AMBER charges failed to fold 2I9M into native-like structures. The current study demonstrates that electrostatic polarization of intraprotein hydrogen bonding, which stabilizes the helix, is critical to the successful folding of 2I9m.


Journal of Physical Chemistry B | 2012

Polarization of intraprotein hydrogen bond is critical to thermal stability of short helix.

Ya Gao; Xiaoliang Lu; Li L. Duan; John Z. H. Zhang; Ye Mei

Simulation result for protein folding/unfolding is highly dependent on the accuracy of the force field employed. Even for the simplest structure of protein such as a short helix, simulations using the existing force fields often fail to produce the correct structural/thermodynamic properties of the protein. Recent research indicated that lack of polarization is at least partially responsible for the failure to successfully fold a short helix. In this work, we develop a simple formula-based atomic charge polarization model for intraprotein (backbone) hydrogen bonding based on the existing AMBER force field to study the thermal stability of a short helix (2I9M) by replica exchange molecular dynamics simulation. By comparison of the simulation results with those obtained by employing the standard AMBER03 force field, the formula-based atomic charge polarization model gave the helix melting curve in close agreement with the NMR experiment. However, in simulations using the standard AMBER force field, the helix was thermally unstable at the temperature of the NMR experiment, with a melting temperature almost below the freezing point. The difference in observed thermal stability from these two simulations is the effect of backbone intraprotein polarization, which was included in the formula-based atomic charge polarization model. The polarization of backbone hydrogen bonding thus plays a critical role in the thermal stability of helix or more general protein structures.


Journal of Physical Chemistry B | 2012

Folding of a helix is critically stabilized by polarization of backbone hydrogen bonds: study in explicit water.

Li L. Duan; Ya Gao; Ye Mei; Qing G. Zhang; Bo Tang; John Z. H. Zhang

Multiple single-trajectory molecular dynamics (MD) simulation at room temperature (300 K) in explicit water was carried out to study the folding dynamics of an α-helix (PDB 2I9M ) using a polarized charge scheme that includes electronic polarization of backbone hydrogen bonds. Starting from an extended conformation, the 17-residue peptide was successfully folded into the native structure (α-helix) between 80 and 130 ns with a root-mean-square deviation of ~1.0 Å. Analysis of the time-dependent trajectories revealed that helix formation of the peptide started at the terminals and progressed toward the center of the peptide. For comparison, MD trajectories generated under various versions of standard AMBER force fields failed to show any significant or stable helix formation in our simulation. Our result shows clear evidence that the electronic polarization of backbone hydrogen bonds energetically stabilizes the helix formation and is critical to the stable folding of the short helix structure.


Journal of Theoretical and Computational Chemistry | 2009

QUANTUM CALCULATION OF PROTEIN SOLVATION AND PROTEIN–LIGAND BINDING FREE ENERGY FOR HIV-1 PROTEASE/WATER COMPLEX

Yan Tong; Ye Mei; John Z. H. Zhang; Li L. Duan; Qing Gang Zhang

HIV-1 protease (PR) is a primary target for anti-HIV therapeutics. A well conserved water molecule, denoted as W301, is found in almost all the crystallographic structures of PR/inhibitor complexes and it plays an important role in PR/inhibitor binding. As the PR/inhibitor interaction depends on the ionization state of the cleavage site which contains an aspartyl dyad (Asp25/Asp25′), the determination of the protonation states of aspartyl dyad in PR may be essential for drug design. In this study, a linear scaling quantum mechanical method, molecular fragmentation with conjugate caps (MFCC), is used for interaction study of PR/ABT-538 and W301 at four different monoprotonation states of the Asp25/Asp25′. Combined method of MFCC and conductor-like polarizable continuum model (CPCM) is applied in binding affinity calculation for four minimum energy structures which are extracted from four different molecular dynamics trajectories corresponding to four different monoprotonation states of Asp25/Asp25′. Our result is in good agreement with previous result obtained by FEP/TI method, showing that the conserved W301 contributes significantly to the binding free energy of PR/ABT-538 complex and different protonation states of Asp25/Asp25′ have significant impact on the binding free energy contribution from W301.


Journal of Molecular Modeling | 2013

An implementation of hydrophobic force in implicit solvent molecular dynamics simulation for packed proteins

Li L. Duan; Tong Zhu; Ye Mei; Qing G. Zhang; Bo Tang; John Z. H. Zhang

AbstractMD simulations of five proteins in which helical chains are held together by hydrophobic packing were carried out to investigate the effect of hydrophobic force on simulated structures of these protein complexes in implicit generalized Born (GB) model. The simulation study employed three different methods to treat hydrophobic effect: the standard GB method that does not include explicit hydrophobic force, the LCPO method that includes explicit hydrophobic force based directly on solvent accessible surface area (SASA), and a proposed packing enforced GB (PEGB) method that includes explicit hydrophobic force based on the radius of gyration of the protein complex. Our simulation study showed that all five protein complexes were unpacked in the standard GB simulation (without explicit hydrophobic force). In the LCPO method, three of the five protein systems remained well packed during the simulation, indicating the need for an explicit hydrophobic force in GB model for these packed protein systems. However, two of the five systems were still unpacked during LCPO simulation. For comparison, all five protein systems remain well packed in simulation using the new PEGB method. Analysis shows that the failure of the LCPO method in two cases is related to the way that SASA changes during the unpacking process for these two systems. These examples showed that standard GB method without explicit hydrophobic force is not suitable for MD simulation of protein systems involving hydrophobic packing. A similar problem remains but to a much lesser extent in the LCPO method for some packed protein systems. The proposed PEGB method seems quite promising for MD simulation of large, multi-domain packed proteins in implicit solvent model. FigureThe native structure of a hydrophobically packed protein is better preserved under packing enforced generalized Born model than other models


Scientific Reports | 2017

Effect of polarization on HIV-1protease and fluoro-substituted inhibitors binding energies by large scale molecular dynamics simulations

Li L. Duan; Tong Zhu; Yu C. Li; Qing G. Zhang; John Z. H. Zhang

Molecular dynamics simulations in explicit water are carried out to study the binding of six inhibitors to HIV-1 protease (PR) for up to 700 ns using the standard AMBER force field and polarized protein-specific charge (PPC). PPC is derived from quantum mechanical calculation for protein in solution and therefore it includes electronic polarization effect. Our results show that in all six systems, the bridging water W301 drifts away from the binding pocket in AMBER simulation. However, it is very stable in all six complexes systems using PPC. Especially, intra-protease, protease-inhibitor hydrogen bonds are dynamic stabilized in MD simulation. The computed binding free energies of six complexes have a significantly linear correlation with those experiment values and the correlation coefficient is found to be 0.91 in PPC simulation. However, the result from AMBER simulation shows a weaker correlation with the correlation coefficient of −0.51 due to the lack of polarization effect. Detailed binding interactions of W301, inhibitors with PR are further analyzed and discussed. The present study provides important information to quantitative understanding the interaction mechanism of PR-inhibitor and PR-W301 and these data also emphasizes the importance of both the electronic polarization and the bridging water molecule in predicting precisely binding affinities.


Science China-chemistry | 2014

Energetics of protein backbone hydrogen bonds and their local electrostatic environment

Li L. Duan; Ya Gao; Chang G. Ji; Ye Mei; Qing G. Zhang; Bo Tang; John Z. H. Zhang

MD simulation study of several peptides including a polyalanine, a helix (pdb:2I9M), and a leucine zipper were carried out to investigate hydrogen bond energetics using dynamic polarized protein-specific charge (DPPC) to account for the polarization effect in protein dynamics. Results show that the backbone hydrogen-bond strength is generally correlated with its specific local electrostatic environment, measured by the number of water molecules near the hydrogen bond in the first solvation shell. The correlation coefficient is found to be 0.89, 0.78, and 0.80, respectively, for polyalanine, 2I9M protein, and leucine zipper. In the polyalanine, the energies of the backbone hydrogen bonds are very similar to each other due to their similar local electrostatic environment. The current study helps demonstrate and support the understanding that hydrogen bonds are stronger in a hydrophobic surrounding than in a hydrophilic one. For comparison, the result from simulation using standard force field shows a much weaker correlation between hydrogen bond energy and local electrostatic environment due to the lack of polarization effect in the force field.


Journal of Chemical Physics | 2009

Intra-protein hydrogen bonding is dynamically stabilized by electronic polarization

Li L. Duan; Ye Mei; Qing G. Zhang; John Z. H. Zhang


Journal of Chemical Physics | 2007

Quantum study of HIV-1 protease-bridge water interaction.

Li L. Duan; Yan Tong; Ye Mei; Qing G. Zhang; John Z. H. Zhang


Journal of Molecular Modeling | 2014

Electronic polarization stabilizes tertiary structure prediction of HP-36

Li L. Duan; Tong Zhu; Qing G. Zhang; Bo Tang; John Z. H. Zhang

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John Z. H. Zhang

East China Normal University

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Qing G. Zhang

Shandong Normal University

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Ye Mei

East China Normal University

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Bo Tang

Shandong Normal University

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Tong Zhu

East China Normal University

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Ya Gao

East China Normal University

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Chang G. Ji

East China Normal University

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Qing Gang Zhang

Shandong Normal University

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Xiaoliang Lu

East China Normal University

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