Multi-nanosecond Molecular Dynamics Research Articles

Rotational Dynamics of The Transmembrane Domains Play an Important Role in Peptide Dynamics of Viral Fusion and Ion Channel Forming Proteins-A Molecular Dynamics Simulation Study.

Focusing on the transmembrane domains (TMDs) of viral fusion and channel-forming proteins (VCPs), experimentally available and newly generated peptides in an ideal conformation of the S and E proteins of severe acute respiratory syndrome coronavirus type 2 (SARS-CoV-2) and SARS-CoV, gp41 and Vpu, both of human immunodeficiency virus type 1 (HIV-1), haemagglutinin and M2 of influenza A, as well as gB of herpes simplex virus (HSV), are embedded in a fully hydrated lipid bilayer and used in multi-nanosecond molecular dynamics simulations. It is aimed to identify differences in the dynamics of the individual TMDs of the two types of viral membrane proteins. The assumption is made that the dynamics of the individual TMDs are decoupled from their extra-membrane domains, and that the mechanics of the TMDs are distinct from each other due to the different mechanism of function of the two types of proteins. The diffusivity coefficient (DC) of the translational and rotational diffusion is decreased in the oligomeric state of the TMDs compared to those values when calculated from simulations in their monomeric state. When comparing the calculations for two different lengths of the TMD, a longer full peptide and a shorter purely TMD stretch, (i) the difference of the calculated DCs begins to level out when the difference exceeds approximately 15 amino acids per peptide chain, and (ii) the channel protein rotational DC is the most affected diffusion parameter. The rotational dynamics of the individual amino acids within the middle section of the TMDs of the fusion peptides remain high upon oligomerization, but decrease for the channel peptides, with an increasing number of monomers forming the oligomeric state, suggesting an entropic penalty on oligomerization for the latter.

Benchmarking Force Field and the ANI Neural Network Potentials for the Torsional Potential Energy Surface of Biaryl Drug Fragments.

Many drug molecules contain biaryl fragments, resulting in a torsional barrier corresponding to rotation around the bond linking the aryls. The potential energy surfaces of these torsions vary significantly because of steric and electronic effects, ultimately affecting the relative stability of the molecular conformations in the protein-bound and solution states. Simulations of protein-ligand binding require accurate computational models to represent the intramolecular interactions to provide accurate predictions of the structure and dynamics of binding. In this article, we compare four force fields [generalized AMBER force field (GAFF), open force field (OpenFF), CHARMM general force field (CGenFF), optimized potentials for liquid simulations (OPLS)] and two neural network potentials (ANI-2x and ANI-1ccx) for their ability to predict the torsional potential energy surfaces of 88 biaryls extracted from drug fragments. The root mean square deviation (rmsd) over the full potential energy surface and the mean absolute deviation of the torsion rotational barrier height (MADB) relative to high-level ab initio reference data (CCSD(T1)*) were used as the measure of accuracy. Uncertainties in these metrics due to the composition of the data set were estimated using bootstrap analysis. In comparison to high-level ab initio data, ANI-1ccx was most accurate for predicting the barrier height (rmsd: 0.5 ± 0.0 kcal/mol, MADB: 0.8 ± 0.1 kcal/mol), followed closely by ANI-2x (rmsd: 0.5 ± 0.0 kcal/mol, MADB: 1.0 ± 0.2 kcal/mol), then CGenFF (rmsd: 0.8 ± 0.1 kcal/mol, MADB: 1.3 ± 0.1 kcal/mol) and OpenFF (rmsd: 0.7 ± 0.1 kcal/mol, MADB: 1.3 ± 0.1 kcal/mol), then GAFF (rmsd: 1.2 ± 0.2 kcal/mol, MADB: 2.6 ± 0.5 kcal/mol), and finally OPLS (rmsd: 3.6 ± 0.3 kcal/mol, MADB: 3.6 ± 0.3 kcal/mol). Significantly, the neural network potentials (NNPs) are systematically more accurate and more reliable than any of the force fields. As a practical example, the NNP/molecular mechanics method was used to simulate the isomerization of ozanimod, a drug used for multiple sclerosis. Multinanosecond molecular dynamics (MD) simulations in an explicit aqueous solvent were performed, as well as umbrella sampling and adaptive biasing force-enhanced sampling techniques. The rate constant for this isomerization calculated using transition state theory was 4.30 × 10-1 ns-1, which is consistent with direct MD simulations.

Computational evolution of an RNA-binding protein towards enhanced oxidized-RNA binding

The oxidation of RNA has been implicated in the development of many diseases. Among the four ribonucleotides, guanosine is the most susceptible to oxidation, resulting in the formation of 8-oxo-7,8-dihydroguanosine (8-oxoG). Despite the limited knowledge about how cells regulate the detrimental effects of oxidized RNA, cellular factors involved in its regulation have begun to be identified. One of these factors is polynucleotide phosphorylase (PNPase), a multifunctional enzyme implicated in RNA turnover. In the present study, we have examined the interaction of PNPase with 8-oxoG in atomic detail to provide insights into the mechanism of 8-oxoG discrimination. We hypothesized that PNPase subunits cooperate to form a binding site using the dynamic SFF loop within the central channel of the PNPase homotrimer. We evolved this site using a novel approach that initially screened mutants from a library of beneficial mutations and assessed their interactions using multi-nanosecond Molecular Dynamics simulations. We found that evolving this single site resulted in a fold change increase in 8-oxoG affinity between 1.2 and 1.5 and/or selectivity between 1.5 and 1.9. In addition to the improvement in 8-oxoG binding, complementation of K12 Δpnp with plasmids expressing mutant PNPases caused increased cell tolerance to H2O2. This observation provides a clear link between molecular discrimination of RNA oxidation and cell survival. Moreover, this study provides a framework for the manipulation of modified-RNA protein readers, which has potential application in synthetic biology and epitranscriptomics.

Binding affinity of pro-apoptotic BH3 peptides for the anti-apoptotic Mcl-1 and A1 proteins: Molecular dynamics simulations of Mcl-1 and A1 in complex with six different BH3 peptides

The anti-apoptotic members of Bcl-2 family of proteins bind to their pro-apoptotic counterparts to induce or prevent cell death.Based on the distinct binding profiles for specific pro-apoptotic BH3 peptides, the anti-apoptotic Bcl-2 proteins can be divided into at least two subclasses. The subclass that includes Bcl-XL binds strongly to Bad BH3 peptide while it has weak binding affinity for the second subclass of Bcl-2 proteins such as Mcl-1 and A1. Anti-apoptotic Bcl-2 proteins are considered to be attractive drug targets for anti-cancer drugs. BH3-mimetic inhibitors such as ABT-737 have been shown to be specific to Bcl-XL subclass while Mcl-1 and A1 show resistance to the same drug. An efficacious inhibitor should target all the anti-apoptotic Bcl-2 proteins. Hence, development of inhibitors selective to Mcl-1 and A1 is of prime importance for targeted cancer therapeutics. The first step to achieve this goal is to understand the molecular basis of high binding affinities of specific pro-apoptotic BH3 peptides for Mcl-1 and A1. To understand the interactions between the BH3 peptides and Mcl-1/A1, we performed multi-nanosecond molecular dynamics (MD) simulations of six complex structures of Mcl-1 and A1. With the exception of Bad, all complex structures were experimentally determined. Bad complex structures were modeled. Our simulation studies identified specific pattern of polar interactions between Mcl-1/A1 and high-affinity binding BH3 peptides. The lack of such polar interactions in Bad peptide complex is attributed to specific basic residues present before and after the highly conserved Leu residue. The close approach of basic residues in Bad and Mcl-1/A1 is hypothesized to be the cause of weak binding affinity. To test this hypothesis, we generated in silico mutants of these basic residues in Bad peptide and Mcl-1/A1 proteins. MD simulations of the mutant systems established the pattern of stable polar interactions observed in high-affinity binding BH3 peptides. We have thus identified specific residue positions in Bad and Mcl-1/A1 responsible for the weak binding affinity. Results from these simulation studies will aid in the development of inhibitors specific to Mcl-1 and A1 proteins.

Modeling the functional state of the reverse transcriptase of hepatitis B virus and its application to probing drug-protein interaction.

BackgroundHerein, the predicted atomic structures of five representative sequence variants of the reverse transcriptase protein (RT) of hepatitis B virus (HBV), sampled from patients with rapid or slow response to tenofovir disoproxil fumarate (TDF) treatment, have been examined to identify structural variations between them in order to assess structural and functional properties of HBV-RT variants associated with the differential responses to TDF treatment.ResultsWe utilized a hybrid computational approach to model the atomistic structures of HBV-RT/DNA-RNA/dATP and HBV-RT/DNA-RNA/TFV-DP (tenofovir diphosphate) complexes with the native hybrid DNA-RNA substrate in place. Multi-nanosecond molecular dynamics (MD) simulations of HBV-RT/DNA-RNA/dATP complexes revealed strong coupling of the natural nucleotide substrate, dATP, to the active site of the RT, and the differential involvement of the two putative magnesium cations (Mg2+) at the active site, whereby one Mg2+ directly bridges the interaction between dATP and HBV-RT and the other serves as a coordinator to maintain an optimal configuration of the active site. Solvated interaction energy (SIE) calculated in MD simulations of HBV-RT/DNA-RNA/TFV-DP complexes indicate no differential binding affinity between TFV-DP and HBV-RT variants identified in patients with slow or rapid response to TDF treatment.ConclusionThe predicted atomic structures accurately represent functional states of HBV-RT. The equivalent interaction between TFV-DP and each examined HBV-RT variants suggests that binding affinity of TFV-DP to HBV-RT is not associated with delayed viral clearance.Electronic supplementary materialThe online version of this article (doi:10.1186/s12859-016-1116-4) contains supplementary material, which is available to authorized users.

Structural studies on molecular mechanisms of Nelfinavir resistance caused by non-active site mutation V77I in HIV-1 protease.

BackgroundThe human immunodeficiency virus (HIV-1) is a retrovirus causing acquired immunodeficiency syndrome (AIDS), which has become a serious problem across the world and has no cure reported to date. Human immunodeficiency virus (HIV-1) protease is an attractive target for antiviral treatment and a number of therapeutically useful inhibitors have been designed against it. The emergence of drug resistant mutants of HIV-1 poses a serious problem for conventional therapies that have been used so far. Until now, thirteen protease inhibitors (PIs), major mutation sites and many secondary mutations have been listed in the HIV Drug Resistance Database. In this study, we have studied the effect of the V77I mutation in HIV-PR along with the co-occurring mutations L33F and K20T through multi-nanosecond molecular dynamics simulations. V77I is known to cause Nelfinavir (NFV) resistance in the subtype B population of HIV-1 protease. We have for the first time reported the effect of this clinically relevant mutation on the binding of Nelfinavir and the conformational flexibility of the protease.ResultsTwo HIV-PR mutants have been considered in this study - the Double Mutant Protease (DBM) V77I-L33F and Triple Mutant Protease (TPM) V77I-K20T-L33F. The molecular dynamics simulation studies were carried out and the RMSD trajectories of the unliganded wild type and mutated protease were found to be stable. The binding affinity of NFV with wild type HIV-PR was very high with a Glide XP docking score of -9.3 Kcal/mol. NFV showed decreased affinity towards DBM with a docking score of -8.0 Kcal/mol, whereas its affinity increased towards TPM (Glide XP score: -10.3). Prime/MM-GBSA binding free energy of the wild type, DBM and TPM HIV-PR docked structures were calculated as -38.9, -11.1 and -42.6 Kcal/mol respectively. The binding site cavity volumes of wild type, DBM and TPM protease were 1186.1, 1375.5 and 1042.5 Å3 respectively.ConclusionIn this study, we have studied the structural roles of the two HIV-PR mutations by conducting molecular dynamics simulation studies of the wild type and mutant HIV-1 PRs. The present study proposes that DBM protease showed greater flexibility and the flap separation was greater with respect to the wild type protease. The cavity size of the MD-stabilized DBM was also found to be increased, which may be responsible for the decreased interaction of Nelfinavir with the cavity residues, thus explaining the decreased binding affinity. On the other hand, the binding affinity of NFV for TPM was found to be enhanced, accounted for by the decrease in cavity size of the mutant which facilitated strong interactions with the flap residues. The flap separation of TPM was less than the wild type protease and the decreased cavity size may be responsible for its lower resistance, and hence, may be the reason for its lower clinical relevance.

Membrane undulation induced by NS4A of Dengue virus: a molecular dynamics simulation study

Nonstructural protein 4A (NS4A) of Dengue virus (DENV) is a membrane protein involved in rearrangements of the endoplasmic reticulum membrane that are required for formation of replication vesicles. NS4A is composed most likely of three membrane domains. The N- and C-terminal domains are supposed to traverse the lipid membrane whereas the central one is thought to reside on the membrane surface, thus forming a u-shaped protein. All three membrane domains are proposed to be helical by secondary structure prediction programs. After performing multi nanosecond molecular dynamics (MD) simulations at various temperatures (300, 310, and 315.15 K) with each of the individual domains, they are used in a docking approach to define putative association motifs of the transmembrane domains (TMDs). Two structures of the u-shaped protein are generated by separating two assembled TMDs linking them with the membrane-attached domain. Lipid undulation is monitored with the structures embedded in a fully hydrated lipid bilayer applying multiple 200 ns MD simulations at 310 K. An intact structure of the protein supports membrane undulation. The strong unwinding of the helices in the domain-linking section of one of the structures lowers its capability to induce membrane curvature. Unwinding of the link region is due to interactions of two tryptophan residues, Trp-96 and 104. These results provide first insights into the membrane-altering properties of DENV NS4A.

Conformational flexibility of the ErbB2 ectodomain and trastuzumab antibody complex as revealed by molecular dynamics and principal component analysis

Human epidermal growth factor receptor 2 (ErbB2) is a transmembrane oncoprotein that is over expressed in breast cancer. A successful therapeutic treatment is a monoclonal antibody called trastuzumab which interacts with the ErbB2 extracellular domain (ErbB2-ECD). A better understanding of the detailed structure of the receptor-antibody interaction is indeed of prime interest for the design of more effective anticancer therapies. In order to discuss the flexibility of the complex ErbB2-ECD/trastuzumab, we present, in this study, a multi-nanosecond molecular dynamics simulation (MD) together with an analysis of fluctuations, through a principal component analysis (PCA) of this system. Previous to this step and in order to validate the simulations, we have performed a detailed analysis of the variable antibody domain interactions with the extracellular domain IV of ErbB2. This structure has been statically elucidated by x-ray studies. Indeed, the simulation results are in excellent agreement with the available experimental information during the full trajectory. The PCA shows eigenvector fluctuations resulting in a hinge motion in which domain II and C(H) domains approach each other. This move is likely stabilized by the formation of H-bonds and salt bridge interactions between residues of the dimerization arm in the domain II and trastuzumab residues located in the C(H) domain. Finally, we discuss the flexibility of the MD/PCA model in relation with the static x-ray structure. A movement of the antibody toward the dimerization domain of the ErbB2 receptor is reported for the first time. This finding could have important consequences on the biological action of the monoclonal antibody.

Exploring New Druggable Binding Sites of Platelet Integrin αIIbβ3

The major ligand binding site of platelet integrin alphaIIbbeta3, an essential receptor for hemostasis and thrombosis, lies between the head regions of its alpha and beta subunits. The Arginine-Glycine-Aspartic Acid (RGD) cell attachment sequence mediates the binding of several different adhesive plasma proteins to integrin alphaIIbbeta3. This sequence binds to both alphaIIb and beta3 residues in the ligand binding pocket, as well as to a divalent metal ion contained in the beta3 subunit. We recently identified a novel alphaIIbbeta3 antagonist (RUC-1) that binds exclusively to alphaIIb. In the present study we searched for additional new druggable binding sites of the integrin alphaIIbbeta3 headpiece along the conformational transition between its closed and open (swung-out) conformations. Specifically, we considered ten different alphaIIbbeta3 conformations resulting from a linear interpolation between the two extreme conformations of alphaIIbbeta3, and relaxed them by multi-nanosecond molecular dynamics simulations. Each trajectory was clustered by root mean square deviation over the protein Calpha atoms, and each cluster medoid was used as an input to a recent energy-based mapping algorithm (FTMAP) that searches an entire protein surface for consensus binding regions for a number of small organic probe molecules. Our results reveal new pockets at the beginning of the conformational transition whose structural information might be used as the basis for rational drug design of novel therapeutics targeting integrin alphaIIbbeta3.

ORF8a of SARS-CoV forms an ion channel: Experiments and molecular dynamics simulations

ORF8a protein is 39 residues long and contains a single transmembrane domain. The protein is synthesized using solid phase peptide synthesis and reconstituted into artificial lipid bilayers that forms cation-selective ion channels with a main conductance level of 8.9 ± 0.8 pS at elevated temperature (38.5 °C). Computational modeling studies including multi nanosecond molecular dynamics simulations in a hydrated POPC lipid bilayer are done with a 22 amino acid transmembrane helix to predict a putative homooligomeric helical bundle model. A structural model of a pentameric bundle is proposed with cysteines, serines and threonines facing the pore.

Molecular Modeling on Inhibitor Complexes and Active-Site Dynamics of Cytochrome P450 C17, a Target for Prostate Cancer Therapy

A molecular model for the P450 enzyme cytochrome P450 C17 (CYP17) is presented based on sequence alignments of multiple template structures and homology modeling. This enzyme plays a central role in the biosynthesis of testosterone and is emerging as a major target in prostate cancer, with the recently developed inhibitor abiraterone currently in advanced clinical trials. The model is described in detail, together with its validation, by providing structural explanations to available site-directed mutagenesis data. The CYP17 molecule in this model is in the form of a triangular prism, with an edge of ∼ 55 Å and a thickness of ∼ 37 Å. It is predominantly helical, comprising 13 α helices interspersed by six 3 10 helices and 11 β-sheets. Multinanosecond molecular dynamics simulations in explicit solvent have been carried out, and principal components analysis has been used to reveal the details of dynamics around the active site. Coarse-grained methods have also been used to verify low-frequency motions, which have been correlated with active-site gating. The work also describes the results of docking synthetic inhibitors, including the drug abiraterone and the natural substrate pregnenolone, in the CYP17 active site together with molecular dynamics simulations on the complexes.

Molecular Dynamics Investigation of Anesthetic Halothane Interactions with the Proton-Gated Ion Channel GLIC

Experimental studies found that general anesthetics inhibited the function of GLIC. To investigate the underlying inhibition mechanism, we studied the interaction of halothane with GLIC and determined the potential of mean force (PMF) for transporting a sodium ion across the GLIC channel in the presence and absence of halothane. Multiple halothane binding sites were identified through docking and multi-nanosecond molecular dynamics (MD) simulations; three important ones are: A) inter-subunit site near TM2-3 loop; B) inter-subunit site near D86; and C) intra-subunit site near W160. MD simulations demonstrated that halothane altered GLIC dynamics and electrostatic interactions between critical residues. Halothane near W160 reduced the stability of salt-bridges between D32 and R192, whose homologous electrostatic interaction was suggested to be important for channel gating in the ligand-gated ion channels. To assess potential impact of halothane binding to channel conductance, we calculated PMF using adaptive biased force method. Protonation state of E222 is a determinant for the PMF. PMF profile with five deprotonated E222 residues in the pentamer showed a significantly deeper energy well than that with three deprotonated E222, suggesting that five deprotonated E222 may trap an ion and that partial protonation of E222 is necessary for ion leaving the trap. While halothane near sites A and B introduced comparatively small effects on PMF, a profound PMF change near E222 was observed in the presence of halothane at W160. This change may likely affect the single channel conductance. Taken together, halothane may modulate GLIC function through altering salt bridges crucial for gating, coupled with a breaking of the fivefold symmetry of the pore-lining helices, leading to a change in the energy profile for ion passage through the channel. Supported by NIH (R01GM66358 and R01GM56257) and NCSA through PSC.

Characterization of Membrane−Protein Interactions for the Leucine Transporter from Aquifex aeolicus by Molecular Dynamics Calculations

Multinanosecond molecular dynamics (MD) simulations have been employed to characterize the interaction of an integral membrane protein (IMP), the leucine transmitter from Aquifex aeolicus (Yamashita et al., Nature 2005, 437, 215-223), with hydrated lipid bilayer membranes in their physiologically relevant liquid crystalline phases. Analysis of the MD trajectories for dimyristoyl phosphatidylcholine (DMPC), 1-palmitoyl-2-oleoyl phosphatidylcholine (POPC), and 1-palmitoyl-2-oleoyl phosphatidylethanolamine (POPE) focused on the contacts between aromatic and basic side chains of the IMP with the lipid head groups and water. Structural fluctuations of the IMP were investigated as well as the contact dynamics of neighboring lipids. In characterizing the IMP-membrane systems, the behaviors of the protein's cytoplasmic and periplasmic parts are considered separately. All three lipid membranes show a rather similar overall level of association with the IMP. However, for DMPC there is a better matching of the membrane core to the hydrophobic transmembrane portion of the IMP. The closed cytoplasmic end of the IMP exhibits a higher degree of association with lipids than the more open periplasmic end, an observation which correlates with the more compact structure and a slower dynamics of surrounding lipids.

What Governs the Charge Transfer in DNA? The Role of DNA Conformation and Environment

Charge transfer in DNA has received much attention in the last few years due to its role in oxidative damage and repair in DNA and also due to possible applications of DNA in nanoelectronics. Despite intense experimental and theoretical efforts, the mechanism underlying long-range hole transport is still unresolved. This is in particular due to the sensitive dependence of charge transfer on the complex structure and dynamics of DNA and the interaction with the solvent, which could not be addressed adequately in the modeling approaches up to now. In this work, we study the factors governing hole transfer in detail, using a DFT-based fragment-orbital method, which allows to compute the charge transfer parameters along multinanosecond molecular dynamics simulations. Environmental effects are captured using a hybrid quantum mechanics-molecular mechanics (QM/MM) coupling scheme. This methodology allows to analyze several factors responsible for charge transfer in DNA in detail. The fluctuation of counterions, strongly counterbalanced by the surrounding water, leads to large oscillations of onsite energies, which govern the energetics of hole propagation along the DNA strand. In contrast, the electronic couplings depend only on DNA conformation and are not affected by the solvent. In particular, the onsite energies are strongly correlated between neighboring nucleobases, indicating that a conformational-gating type of mechanism may be induced by the collective environmental degrees of freedom.

The Allosteric Role of the Ca2+ Switch in Adhesion and Elasticity of C-Cadherin

Modular proteins such as titin, fibronectin, and cadherin are ubiquitous components of living cells. Often involved in signaling and mechanical processes, their architecture is characterized by domains containing a variable number of heterogeneous “repeats” arranged in series, with either flexible or rigid linker regions that determine their elasticity. Cadherin repeats arranged in series are unique in that linker regions also feature calcium-binding motifs. While it is well known that the extracellular repeats of cadherin proteins mediate cell-cell adhesion in a calcium-dependent manner, the molecular mechanisms behind the influence of calcium in adhesion dynamics and cadherin's mechanical response are not well understood. Here we show, using molecular dynamics simulations, how calcium ions control the structural integrity of cadherin's linker regions, thereby affecting cadherin's equilibrium dynamics, the availability of key residues involved in cell-cell adhesion, and cadherin's mechanical response. The all-atom, multi-nanosecond molecular dynamics simulations involved the entire C-cadherin extracellular domain solvated in water (a 345,000 atom system). Equilibrium simulations show that the extracellular domain maintains its crystal conformation (elongated and slightly curved) when calcium ions are present. In the absence of calcium ions, however, it assumes a disordered conformation. The conserved residue Trp2, which is thought to insert itself into a hydrophobic pocket of another cadherin molecule (thereby providing the basis for cell-cell adhesion), switches conformation from exposed to intermittently buried upon removal of calcium ions. Furthermore, the overall mechanical response of C-cadherin's extracellular domain is characterized at low force by changes in shape (tertiary structure elasticity), and at high force by unraveling of secondary structure elements (secondary structure elasticity). This mechanical response is modulated by calcium ions at both low and high force, switching from a stiff, rod-like to a soft, spring-like behavior upon removal of ions. The simulations provide an unprecedented molecular view of calcium-mediated allostery in cadherins, also illustrating the general principles of linker-mediated elasticity of modular proteins relevant not only for cell-cell adhesion and sound transduction, but also muscle elasticity.

The Grid revisited

When Cyberbiochemist first looked at the Grid, 4 years ago, the term will not have entered the vocabulary of most bio chemists. It was the more numbercrunching disciplines, such as highenergy physics and fluid dynamics, which first em braced this much hyped ‘secondgeneration Internet’; career bioinformaticians were not far behind. Most biochemists and molecular biologists, however, whose experience of the computational side of their discipline is restricted to the occasional BLAST run or simple molecular visualization, have unsurprisingly been slower to see what these new developments might have to offer them. Now, 4 years on, it is useful to look into what practical use the Grid can be to the majority of Biochemist readers, who will never design a Hidden Markov Model or run a multinanosecond Molecular Dynamics simulation.

Can the anomalous aqueous solubility of β-cyclodextrin be explained by its hydration free energy alone?

The well-documented anomalous solubility of beta-cyclodextrin (beta-CD), relative to alpha- and gamma-CD, has been examined by Naidoo et al. (J. Phys. Chem. B, 2004, 108, 4236-4238.) from the perspective of water organization and internal motion of the macrocyclic rings. Whether modulation in the hydration patterns and in the rigidity of the molecular scaffold can be reconciled with the hydration free energy of beta-CD to rationalize its notorious low solubility remains open to further investigation. In this contribution, multi-nanosecond molecular dynamics (MD) simulations have been carried out to investigate the hydration process of alpha-, beta- and gamma-CD. The distribution of water molecules involved in this process and the linearity of intramolecular hydrogen bonds have been analyzed. The results reported here demonstrate that the anomalous solubility for beta-CD can be essentially rationalized by its greater rigidity conferred by the participating intramolecular hydrogen bonds and the higher density of water molecules of lesser mobility. The hydration free energy of alpha-, beta- and gamma-CD was computed using the free energy perturbation method. This quantity is shown to increase with the number of glucose units, thereby suggesting that the anomalous solubility of beta-CD cannot be explained by its free energy of hydration alone.

A Trimerizing GxxxG Motif Is Uniquely Inserted in the Severe Acute Respiratory Syndrome (SARS) Coronavirus Spike Protein Transmembrane Domain

In an attempt to understand what distinguishes severe acute respiratory syndrome (SARS) coronavirus (SCoV) from other members of the coronaviridae, we searched for elements that are unique to its proteins and not present in any other family member. We identified an insertion of two glycine residues, forming the GxxxG motif, in the SCoV spike protein transmembrane domain (TMD), which is not found in any other coronavirus. This surprising finding raises an "oligomerization riddle": the GxxxG motif is a known dimerization signal, while the SCoV spike protein is known to be trimeric. Using an in vivo assay, we found that the SCoV spike protein TMD is oligomeric and that this oligomerization is driven by the GxxxG motif. We also found that the GxxxG motif contributes toward the trimerization of the entire spike protein; in that, mutations in the GxxxG motif decrease trimerization of the full-length protein expressed in mammalian cells. Using molecular modeling, we show that the SCoV spike protein TMD adopts a distinct and unique structure as opposed to all other coronaviruses. In this unique structure, the glycine residues of the GxxxG motif are facing each other, enhancing helix-helix interactions by allowing for the close positioning of the helices. This unique orientation of the glycine residues also stabilizes the trimeric bundle during multi-nanosecond molecular dynamics simulation in a hydrated lipid bilayer. To the best of our knowledge, this is the first demonstration that the GxxxG motif can potentiate other oligomeric forms beside a dimer. Finally, according to recent studies, the stabilization of the trimeric bundle is linked to a higher fusion activity of the spike protein, and the possible influence of the GxxxG motif on this feature is discussed.

Quaternary Ammonium Compounds as Water Channel Blockers

Excessive water uptake through Aquaporins (AQP) can be life-threatening and reversible AQP inhibitors are needed. Here, we determined the specificity, potency, and binding site of tetraethylammonium (TEA) to block Aquaporin water permeability. Using oocytes, externally applied TEA blocked AQP1/AQP2/AQP4 with IC50 values of 1.4, 6.2, and 9.8 microM, respectively. Related tetraammonium compounds yielded some (propyl) or no (methyl, butyl, or pentyl) inhibition. TEA inhibition was lost upon a Tyr to Phe amino acid switch in the external water pore of AQP1/AQP2/AQP4, whereas the water permeability of AQP3 and AQP5, which lack a corresponding Tyr, was not blocked by TEA. Consistent with experimental data, multi-nanosecond molecular dynamics simulations showed one stable binding site for TEA, but not tetramethyl (TMA), in AQP1, resulting in a nearly 50% water permeability inhibition, which was reduced in AQP1-Y186F due to effects on the TEA inhibitory binding region. Moreover, in the simulation TEA interacted with charged residues in the C (Asp128) and E (Asp185) loop, and the A(Tyr37-Asn42-Thr44) loop of the neighboring monomer, but not directly with Tyr186. The loss of TEA inhibition in oocytes expressing properly folded AQP1-N42A or -T44A is in line with the computationally predicted binding mode. Our data reveal that the molecular interaction of TEA with AQP1 differs and is about 1000-fold more effective on AQPs than on potassium channels. Moreover, the observed experimental and simulated similarities open the way for rational design and virtual screening for AQP-specific inhibitors, with quaternary ammonium compounds in general, and TEA in particular as a lead compound.

Influence of the disulfide bond configuration on the dynamics of the spin label attached to cytochrome c

A series of multi-nanosecond molecular dynamics (MD) simulations of wild-type cytochrome c and its spin-labeled variants with the methanethiosulfonate moiety attached at position C102 were performed (1) to elucidate the effect of the spin probe presence on the protein structure and (2) to describe the structure and dynamics of the spin-label moiety. Comparisons with the reference crystal structure of cytochrome c (PDB entry: 1YCC) indicate that the protein secondary structure is well preserved during simulations of the wild-type cytochrome c but slightly changed in simulations of the cytochrome c labeled at position C102. At the time scale covered in our simulations, the spin label exhibits highly dynamical behavior. The number of observed distinct conformations of the spin label moiety is between 3 and 13. The spin probe was found to form short-lived hydrogen bonds with the protein. Temporary hydrophobic interactions between the probe and the protein were also detected. The MD simulations directly show that the disulfide bond in the tether linking a spin probe with a protein strongly influence the behavior of the nitroxide group. The conformational flexibility and interaction with the protein are different for each of the two low energy conformations of the disulfide bond.