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1.
J Clin Med ; 9(11)2020 Nov 21.
Article in English | MEDLINE | ID: mdl-33233352

ABSTRACT

Ample evidence supports the use of statin therapy for secondary prevention in patients with a history of atherosclerotic cardiovascular disease (ASCVD), but evidence is wanting in the case of primary prevention, low-risk individuals, and elderly adults 65+. Statins are effective in lowering low-density lipoprotein (LDL), which has long been a target for treatment decisions. We discuss the weakening dependence between cholesterol levels and mortality as a function of age and highlight recent findings on lipoprotein subfractions and other superior markers of ASCVD risk. The efficacy of statins is compared for distinct subsets of patients based on age, diabetes, ASCVD, and coronary artery calcium (CAC) status. Most cardiovascular risk calculators heavily weight age and overestimate one's absolute risk of ASCVD, particularly in very old adults. Improvements in risk assessment enable the identification of specific patient populations that benefit most from statin treatment. Derisking is particularly important for adults over 75, in whom treatment benefits are reduced and adverse musculoskeletal effects are amplified. The CAC score stratifies the benefit effect size obtainable with statins, and forms of coenzyme Q are discussed for improving patient outcomes. Robust risk estimator tools and personalized, evidence-based approaches are needed to optimally reduce cardiovascular events and mortality rates through administration of cholesterol-lowering medications.

2.
Nutrients ; 11(7)2019 Jul 16.
Article in English | MEDLINE | ID: mdl-31315227

ABSTRACT

The gut microbiome plays an important role in human health and influences the development of chronic diseases ranging from metabolic disease to gastrointestinal disorders and colorectal cancer. Of increasing prevalence in Western societies, these conditions carry a high burden of care. Dietary patterns and environmental factors have a profound effect on shaping gut microbiota in real time. Diverse populations of intestinal bacteria mediate their beneficial effects through the fermentation of dietary fiber to produce short-chain fatty acids, endogenous signals with important roles in lipid homeostasis and reducing inflammation. Recent progress shows that an individual's starting microbial profile is a key determinant in predicting their response to intervention with live probiotics. The gut microbiota is complex and challenging to characterize. Enterotypes have been proposed using metrics such as alpha species diversity, the ratio of Firmicutes to Bacteroidetes phyla, and the relative abundance of beneficial genera (e.g., Bifidobacterium, Akkermansia) versus facultative anaerobes (E. coli), pro-inflammatory Ruminococcus, or nonbacterial microbes. Microbiota composition and relative populations of bacterial species are linked to physiologic health along different axes. We review the role of diet quality, carbohydrate intake, fermentable FODMAPs, and prebiotic fiber in maintaining healthy gut flora. The implications are discussed for various conditions including obesity, diabetes, irritable bowel syndrome, inflammatory bowel disease, depression, and cardiovascular disease.


Subject(s)
Diet , Gastrointestinal Diseases/microbiology , Gastrointestinal Microbiome , Bacteria/classification , Bacteria/genetics , Biomarkers , Gastrointestinal Diseases/metabolism , Humans
3.
PeerJ ; 6: e4230, 2018.
Article in English | MEDLINE | ID: mdl-29340240

ABSTRACT

Coarse-grained (CG) models have been successful in simulating the chemical properties of lipid bilayers, but accurate treatment of membrane proteins and lipid-protein molecular interactions remains a challenge. The CgProt force field, original developed with the multiscale coarse graining method, is assessed by comparing the potentials of mean force for sidechain insertion in a DOPC bilayer to results reported for atomistic molecular dynamics simulations. Reassignment of select CG sidechain sites from the apolar to polar site type was found to improve the attractive interfacial behavior of tyrosine, phenylalanine and asparagine as well as charged lysine and arginine residues. The solvation energy at membrane depths of 0, 1.3 and 1.7 nm correlates with experimental partition coefficients in aqueous mixtures of cyclohexane, octanol and POPC, respectively, for sidechain analogs and Wimley-White peptides. These experimental values serve as important anchor points in choosing between alternate CG models based on their observed permeation profiles, particularly for Arg, Lys and Gln residues where the all-atom OPLS solvation energy does not agree well with experiment. Available partitioning data was also used to reparameterize the representation of the peptide backbone, which needed to be made less attractive for the bilayer hydrophobic core region. The newly developed force field, CgProt 2.4, correctly predicts the global energy minimum in the potentials of mean force for insertion of the uncharged membrane-associated peptides LS3 and WALP23. CgProt will find application in studies of lipid-protein interactions and the conformational properties of diverse membrane protein systems.

4.
J Comput Chem ; 37(12): 1112-8, 2016 May 05.
Article in English | MEDLINE | ID: mdl-26864972

ABSTRACT

Coarse grain simulation of proteins in their physiological membrane environment can offer insight across timescales, but requires a comprehensive force field. Parameters are explored for multicomponent bilayers composed of unsaturated lipids DOPC and DOPE, mixed-chain saturation POPC and POPE, and anionic lipids found in bacteria: POPG and cardiolipin. A nonbond representation obtained from multiscale force matching is adapted for these lipids and combined with an improved bonding description of cholesterol. Equilibrating the area per lipid yields robust bilayer simulations and properties for common lipid mixtures with the exception of pure DOPE, which has a known tendency to form nonlamellar phase. The models maintain consistency with an existing lipid-protein interaction model, making the force field of general utility for studying membrane proteins in physiologically representative bilayers.


Subject(s)
Membrane Lipids/chemistry , Molecular Dynamics Simulation , Lipid Bilayers/chemistry
5.
Methods Mol Biol ; 1084: 123-40, 2014.
Article in English | MEDLINE | ID: mdl-24061919

ABSTRACT

Characterization of the protein conformational landscape remains a challenging problem, whether it concerns elucidating folding mechanisms, predicting native structures or modeling functional transitions. Coarse-grained molecular dynamics simulation methods enable exhaustive sampling of the energetic landscape at resolutions of biological interest. The general utility of structure-based models is reviewed along with their differing levels of approximation. Simple Go models incorporate attractive native interactions and repulsive nonnative contacts, resulting in an ideal smooth landscape. Non-Go coarse-grained models reduce the parameter set as needed but do not include bias to any desired native structure. While non-Go models have achieved limited success in protein coarse-graining, they can be combined with native structured-based potentials to create a balanced and powerful force field. Recent applications of such Go-like models have yielded insight into complex folding mechanisms and conformational transitions in large macromolecules. The accuracy and usefulness of reduced representations are also revealed to be a function of the mathematical treatment of the intrinsic bonded topology.


Subject(s)
Models, Molecular , Protein Folding , Proteins/chemistry , Algorithms , Molecular Dynamics Simulation , Protein Conformation
6.
J Phys Chem B ; 117(2): 518-26, 2013 Jan 17.
Article in English | MEDLINE | ID: mdl-23215032

ABSTRACT

Complete Boltzmann sampling of reaction coordinates in biomolecular systems continues to be a challenge for unbiased molecular dynamics simulations. A growing number of methods have been developed for applying biases to biomolecular systems to enhance sampling while enabling recovery of the unbiased (Boltzmann) distribution of states. The adaptive biasing force (ABF) algorithm is one such method and works by canceling out the average force along the desired reaction coordinate(s) using an estimate of this force progressively accumulated during the simulation. Upon completion of the simulation, the potential of mean force, and therefore Boltzmann distribution of states, is obtained by integrating this average force. In an effort to characterize the expected performance in applications such as protein loop sampling, ABF was applied to the full ranges of the Ramachandran φ/ψ backbone dihedral reaction coordinates for dipeptides of the 20 amino acids using all-atom explicit-water molecular dynamics simulations. Approximately half of the dipeptides exhibited robust and rapid convergence of the potential of mean force as a function of φ/ψ in triplicate 50 ns simulations, while the remainder exhibited varying degrees of less complete convergence. The greatest difficulties in achieving converged ABF sampling were seen in the branched-side chain amino acids threonine and valine, as well as the special case of proline. Proline dipeptide sampling was further complicated by trans-to-cis peptide bond isomerization not observed in unbiased control molecular dynamics simulations. Overall, the ABF method was found to be a robust means of sampling the entire φ/ψ reaction coordinate for the 20 amino acids, including high free-energy regions typically inaccessible in standard molecular dynamics simulations.


Subject(s)
Peptides/chemistry , Algorithms , Isomerism , Molecular Dynamics Simulation , Thermodynamics , Threonine/chemistry , Valine/chemistry
7.
Proteins ; 80(9): 2178-90, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22552999

ABSTRACT

Coarse-grained (CG) modeling has proven effective for simulating lipid bilayer dynamics on scales of biological interest. Modeling the dynamics of flexible membrane proteins within the bilayer, on the other hand, poses a considerable challenge due to the complexity of the folding or conformational landscape. In the present work, the multiscale coarse-graining method is applied to atomistic peptide-lipid "soup" simulations to develop a general set of CG protein-lipid interaction potentials. The reduced model was constructed to be compatible with recent solvent-free CG models developed for protein-protein folding and lipid-lipid model bilayer interactions. The utility of the force field was demonstrated by molecular dynamics simulation of the MsbA ABC transporter in a mixed DOPC/DOPE bilayer. An elastic network was parameterized to restrain the MsbA dimer in its open, closed and hydrolysis intermediate conformations and its impact on domain flexibility was examined. Conformational stability enabled long-time dynamics simulation of MsbA freely diffusing in a 25 nm membrane patch. Three-dimensional density analysis revealed that a shell of weakly bound "annular lipids" solvate the membrane accessible surface of MsbA and its internal substrate-binding chamber. The annular lipid binding modes, along with local perturbations in head group structure, are a function of the orientation of grooves formed between transmembrane helices and may influence the alternating access mechanism of substrate entry and translocation.


Subject(s)
ATP-Binding Cassette Transporters/chemistry , Bacterial Proteins/chemistry , Glycerophospholipids/chemistry , Lipid Bilayers/chemistry , Molecular Dynamics Simulation , ATP-Binding Cassette Transporters/metabolism , Bacterial Proteins/metabolism , Computational Biology/methods , Glycerophospholipids/metabolism , Lipid Bilayers/metabolism , Protein Conformation , Protein Stability
8.
J Mol Biol ; 415(4): 649-65, 2012 Jan 27.
Article in English | MEDLINE | ID: mdl-22123199

ABSTRACT

NXF1-like members of the NXF (nuclear export factor) family orchestrate bulk nuclear export of mRNA, while functionally distinct NXF variant proteins carry out separate substrate-specific and tissue-specific RNA regulation. Metazoan organisms possess at least one NXF1-like gene and one or more NXF variant genes. Heterodimerization of both proteins with the NXT (NTF2-related export) protein is central to NXF family function; however, given the multiplicity of NXF/NXT complexes, the specificity and mechanism of heterodimerization remain unclear. Here, we report the structural and functional analyses of the Caenorhabditis elegans NXF variant ceNXF2 bound to ceNXT1. Contacts crucial for NXF/NXT heterodimer stability and specificity, including a probable site for phosphoregulation, have been identified. The ceNXF2 NTF2 domain bears at least two nucleoporin (Nup) binding pockets necessary for the colocalization of ceNXF2/ceNXT1 at the nuclear envelope. Unexpectedly, one Nup binding pocket is formed at the heterodimer interface of the ceNXF2/ceNXT1 complex, demonstrating that NXT binding directly regulates NXF function.


Subject(s)
Multiprotein Complexes/chemistry , Nucleocytoplasmic Transport Proteins/chemistry , Protein Folding , Protein Multimerization , RNA-Binding Proteins/chemistry , Amino Acid Sequence , Animals , Caenorhabditis elegans/metabolism , Caenorhabditis elegans Proteins/chemistry , Caenorhabditis elegans Proteins/metabolism , Humans , Models, Biological , Models, Molecular , Molecular Sequence Data , Multiprotein Complexes/metabolism , Nucleocytoplasmic Transport Proteins/metabolism , Pliability , Protein Binding , Protein Structure, Quaternary , RNA-Binding Proteins/metabolism , Sequence Homology, Amino Acid , Substrate Specificity
9.
J Mol Biol ; 406(4): 631-47, 2011 Mar 04.
Article in English | MEDLINE | ID: mdl-21216252

ABSTRACT

The transmembrane protein CD44, which has been implicated in cancer biology and inflammation, mediates cell adhesion through multimeric interactions with the linear extracellular glycosaminoglycan hyaluronan (HA; in megadaltons). Affinity switching of CD44 from a low-affinity state to a high-affinity state is required for normal CD44 physiological function; crystal structures of the CD44 hyaluronan binding domain complexed with HA oligomers point to a conformational rearrangement at a binding site loop, leading to the formation of direct contact between the oligomer and an arginine side chain as a molecular basis for affinity switching. Here, all-atom explicit-solvent molecular dynamics simulations were used to characterize the dynamics and thermodynamics of oligomeric hyaluronan (oHA) and its two crystallographic complexes with the CD44 hyaluronan binding domain: the "A-form," which lacks arginine-HA close contact, and the "B-form," which has direct arginine side-chain-HA contact. From the simulations, the conformational properties of oHA are essentially unaltered in going from the unbound state to either the A-form or the B-form bound state, with the oligomer retaining its flexibility when bound and with only two of the eight monosaccharides in the oligomer maintaining uninterrupted contact with the protein. Biased simulations revealed that altering the backbone conformation of a tyrosine residue in the arginine loop can induce the A-form→B-form conformational transition and that a large free-energy barrier prevents ready interconversion between the two forms, thereby suggesting that the tyrosine backbone forms a molecular switch.


Subject(s)
Hyaluronan Receptors/chemistry , Hyaluronan Receptors/metabolism , Hyaluronic Acid/metabolism , Animals , Binding Sites , Mice , Molecular Dynamics Simulation , Protein Binding , Protein Conformation , Protein Structure, Tertiary , Thermodynamics
10.
PLoS Comput Biol ; 6(6): e1000827, 2010 Jun 24.
Article in English | MEDLINE | ID: mdl-20585614

ABSTRACT

A variety of coarse-grained (CG) models exists for simulation of proteins. An outstanding problem is the construction of a CG model with physically accurate conformational energetics rivaling all-atom force fields. In the present work, atomistic simulations of peptide folding and aggregation equilibria are force-matched using multiscale coarse-graining to develop and test a CG interaction potential of general utility for the simulation of proteins of arbitrary sequence. The reduced representation relies on multiple interaction sites to maintain the anisotropic packing and polarity of individual sidechains. CG energy landscapes computed from replica exchange simulations of the folding of Trpzip, Trp-cage and adenylate kinase resemble those of other reduced representations; non-native structures are observed with energies similar to those of the native state. The artifactual stabilization of misfolded states implies that non-native interactions play a deciding role in deviations from ideal funnel-like cooperative folding. The role of surface tension, backbone hydrogen bonding and the smooth pairwise CG landscape is discussed. Ab initio folding aside, the improved treatment of sidechain rotamers results in stability of the native state in constant temperature simulations of Trpzip, Trp-cage, and the open to closed conformational transition of adenylate kinase, illustrating the potential value of the CG force field for simulating protein complexes and transitions between well-defined structural states.


Subject(s)
Computational Biology/methods , Molecular Dynamics Simulation , Proteins/chemistry , Amino Acids/chemistry , Computer Simulation , Peptides/chemistry , Temperature , Thermodynamics
11.
J Mol Biol ; 398(2): 332-50, 2010 Apr 30.
Article in English | MEDLINE | ID: mdl-20226790

ABSTRACT

The thermodynamic hypothesis of Anfinsen postulates that structures and stabilities of globular proteins are determined by their amino acid sequences. Chain topology, however, is known to influence the folding reaction, in that motifs with a preponderance of local interactions typically fold more rapidly than those with a larger fraction of nonlocal interactions. Together, the topology and sequence can modulate the energy landscape and influence the rate at which the protein folds to the native conformation. To explore the relationship of sequence and topology in the folding of beta alpha-repeat proteins, which are dominated by local interactions, we performed a combined experimental and simulation analysis on two members of the flavodoxin-like, alpha/beta/alpha sandwich fold. Spo0F and the N-terminal receiver domain of NtrC (NT-NtrC) have similar topologies but low sequence identity, enabling a test of the effects of sequence on folding. Experimental results demonstrated that both response-regulator proteins fold via parallel channels through highly structured submillisecond intermediates before accessing their cis prolyl peptide bond-containing native conformations. Global analysis of the experimental results preferentially places these intermediates off the productive folding pathway. Sequence-sensitive Go-model simulations conclude that frustration in the folding in Spo0F, corresponding to the appearance of the off-pathway intermediate, reflects competition for intra-subdomain van der Waals contacts between its N- and C-terminal subdomains. The extent of transient, premature structure appears to correlate with the number of isoleucine, leucine, and valine (ILV) side chains that form a large sequence-local cluster involving the central beta-sheet and helices alpha2, alpha 3, and alpha 4. The failure to detect the off-pathway species in the simulations of NT-NtrC may reflect the reduced number of ILV side chains in its corresponding hydrophobic cluster. The location of the hydrophobic clusters in the structure may also be related to the differing functional properties of these response regulators. Comparison with the results of previous experimental and simulation analyses on the homologous CheY argues that prematurely folded unproductive intermediates are a common property of the beta alpha-repeat motif.


Subject(s)
Conserved Sequence , Protein Folding , Protein Structure, Secondary , Repetitive Sequences, Amino Acid , Amino Acid Sequence , Bacterial Proteins/chemistry , Escherichia coli Proteins/chemistry , Isoleucine/chemistry , Leucine/chemistry , Membrane Proteins/chemistry , Methyl-Accepting Chemotaxis Proteins , Models, Molecular , Molecular Sequence Data , PII Nitrogen Regulatory Proteins/chemistry , Thermodynamics , Transcription Factors/chemistry , Valine/chemistry
12.
Int J Mol Sci ; 10(3): 889-905, 2009 Mar.
Article in English | MEDLINE | ID: mdl-19399227

ABSTRACT

Exploring the landscape of large scale conformational changes such as protein folding at atomistic detail poses a considerable computational challenge. Coarse-grained representations of the peptide chain have therefore been developed and over the last decade have proved extremely valuable. These include topology-based Go models, which constitute a smooth and funnel-like approximation to the folding landscape. We review the many variations of the Go model that have been employed to yield insight into folding mechanisms. Their success has been interpreted as a consequence of the dominant role of the native topology in folding. The role of local contact density in determining protein dynamics is also discussed and is used to explain the ability of Go-like models to capture sequence effects in folding and elucidate conformational transitions.


Subject(s)
Models, Molecular , Proteins/chemistry , Kinetics , Protein Folding , Proteins/metabolism
13.
Biophys J ; 95(9): L57-9, 2008 Nov 01.
Article in English | MEDLINE | ID: mdl-18708465

ABSTRACT

The relationship between the folding landscape and function of evolved proteins is explored by comparison of the folding mechanisms for members of the flavodoxin fold. CheY, Spo0F, and NtrC have unrelated functions and low sequence homology but share an identical topology. Recent coarse-grained simulations show that their folding landscapes are uniquely tuned to properly suit their respective biological functions. Enhanced packing in Spo0F and its limited conformational dynamics compared to CheY or NtrC lead to frustration in its folding landscape. Simulation as well as experimental results correlate with the local density of native contacts for these and a sample of other proteins. In particular, protein regions of low contact density are observed to become structured late in folding; concomitantly, these dynamic regions are often involved in binding or conformational rearrangements of functional importance. These observations help to explain the widespread success of Go-like coarse-grained models in reproducing protein dynamics.


Subject(s)
Evolution, Molecular , Protein Folding , Proteins/genetics , Proteins/metabolism , Models, Molecular , Protein Conformation , Proteins/chemistry
14.
J Mol Biol ; 382(2): 485-95, 2008 Oct 03.
Article in English | MEDLINE | ID: mdl-18644380

ABSTRACT

The folding of multidomain proteins often proceeds in a hierarchical fashion with individual domains folding independent of one another. A large single-domain protein, however, can consist of multiple modules whose folding may be autonomous or interdependent in ways that are unclear. We used coarse-grained simulations to explore the folding landscape of the two-subdomain bacterial response regulator CheY. Thermodynamic and kinetic characterization shows the landscape to be highly analogous to the four-state landscape reported for another two-subdomain protein, T4 lysozyme. An on-pathway intermediate structured in the more stable nucleating subdomain was observed, as were transient states frustrated in off-pathway contacts prematurely structured in the weaker subdomain. Local unfolding, or backtracking, was observed in the frustrated state before the native conformation could be reached. Nonproductive frustration was attributable to competition for van der Waals contacts between the two subdomains. In an accompanying article, stopped-flow kinetic measurements support an off-pathway burst-phase intermediate, seemingly consistent with our prediction of early frustration in the folding landscape of CheY. Comparison of the folding mechanisms for CheY, T4 lysozyme, and interleukin-1 beta leads us to postulate that subdomain competition is a general feature of large single-domain proteins with multiple folding modules.


Subject(s)
Bacterial Proteins/chemistry , Membrane Proteins/chemistry , Protein Conformation , Protein Folding , Bacteriophage T4/enzymology , Computer Simulation , Interleukin-1beta/chemistry , Methyl-Accepting Chemotaxis Proteins , Models, Molecular , Muramidase/chemistry , Thermodynamics
15.
J Mol Biol ; 368(3): 894-901, 2007 May 04.
Article in English | MEDLINE | ID: mdl-17368485

ABSTRACT

The kinetics of amyloid fibril formation are in most cases explained by classical nucleation theory, yet the mechanisms behind nucleation are not well understood. We show using molecular dynamics simulations that the hydrophobic cooperativity in the self-association of the model amyloidogenic peptide STVIYE is sufficient to allow for nucleation-dependent polymerization with a pentamer critical nucleus. The role of electrostatics was also investigated. Novel considerations of the electrostatic solvation energy using the Born-Onsager equation are put forth to rationalize the aggregation of charged peptides and provide new insight into the energetic differences between parallel and antiparallel beta-sheets. Together these results help explain the influence of molecular charge in the class of fibril-forming hexapeptides recently designed by Serrano and collaborators.


Subject(s)
Amyloid/chemistry , Models, Biological , Computer Simulation , Hydrogen Bonding , Hydrophobic and Hydrophilic Interactions , Peptide Fragments/chemistry , Protein Conformation , Static Electricity , Thermodynamics
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