60 research outputs found
Coarse-Grain Model for Natural Cellulose Fibrils in Explicit Water
Understanding
biomass structure and dynamics on multiple time and
length scales is important for the development of cellulosic biofuels.
To this aim, we have developed a coarse-grain (CG) model for molecular
dynamics (MD) simulations of cellulose fibrils in explicit water based
on target observables from fully atomistic simulations. This model
examines the significance of the presence of explicit solvent and
compares results with the previous, implicit solvent CG cellulose
models. The present, constraint-free CG model is used to generate
a series of noncrystalline fibril structures using a coupling parameter,
λ, between fully crystalline and fully amorphous potentials.
By exploring various structural parameters, including the root-mean-square
deviation, root-mean-square fluctuations, radius of gyration, and
persistence length, we find the crystalline-to-amorphous state transition
takes place at λ ≈ 0.386. The persistence length of cellulose
fibril in the transition region corresponds to that of native cellulose
fibrils. The transition between crystalline and amorphous fibrils
occurs at larger values of λ in explicit water than in the implicit
case. Detailed analysis of individual energetic contribution to the
transition reveals that the nonbonded interactions, in particular,
that of cellulose–water interaction, plays a significant role
in the observed crystalline to amorphous transition of cellulose fibril.
The present study thus highlights the importance of solvent presence
that cannot be adequately described with the previous implicit solvent
model. The present method provides an accurate and constraint-free
approach for deriving a variety of structures of cellulose in water,
with a wide range of crystallinity, suitable for incorporation into
large-scale models of lignocellulosic biomass
All-Atom Molecular Dynamics Simulation of a Photosystem I/Detergent Complex
All-atom molecular dynamics (MD)
simulation was used to investigate
the solution structure and dynamics of the photosynthetic pigment–protein
complex photosystem I (PSI) from <i>Thermosynechococcus elongatus</i> embedded in a toroidal belt of <i>n</i>-dodecyl-β-d-maltoside (DDM) detergent. Evaluation of root-mean-square
deviations (RMSDs) relative to the known crystal structure show that
the protein complex surrounded by DDM molecules is stable during the
200 ns simulation time, and root-mean-square fluctuation (RMSF) analysis
indicates that regions of high local mobility correspond to solvent-exposed
regions such as turns in the transmembrane α-helices and flexible
loops on the stromal and lumenal faces. Comparing the protein–detergent
complex to a pure detergent micelle, the detergent surrounding the
PSI trimer is found to be less densely packed but with more ordered
detergent tails, contrary to what is seen in most lipid bilayer models.
We also investigated any functional implications for the observed
conformational dynamics and protein–detergent interactions,
discovering interesting structural changes in the psaL subunits associated
with maintaining the trimeric structure of the protein. Importantly,
we find that the docking of soluble electron mediators such as cytochrome <i>c</i><sub>6</sub> and ferredoxin to PSI is not significantly
impacted by the solubilization of PSI in detergent
Structure and Function of Photosystem I–[FeFe] Hydrogenase Protein Fusions: An All-Atom Molecular Dynamics Study
All-atom molecular dynamics (MD)
simulation was used to study the
solution dynamics and protein–protein interactions of protein
fusions of photosystem I (PSI) from <i>Thermosynechococcus elongatus</i> and an [FeFe]-hydrogenase (FeFe H<sub>2</sub>ase) from <i>Clostridium
pasteurianum</i>, a unique complex capable of photocatalytic
hydrogen production. This study involved fusions of these two proteins
via dithiol linkers of different length including decanedithiol, octanedithiol,
and hexanedithiol, for which experimental data had previously been
obtained. Evaluation of root-mean-squared deviations (RMSDs) relative
to the respective crystal structures of PSI and the FeFe H<sub>2</sub>ase shows that these fusion complexes approach stable equilibrium
conformations during the MD simulations. Investigating protein mobility
via root-mean-squared fluctuations (RMSFs) reveals that tethering
via the shortest hexanedithiol linker results in increased atomic
fluctuations of both PSI and the hydrogenase in these fusion complexes.
Evaluation of the inter- and intraprotein electron transfer distances
in these fusion complexes indicates that the structural changes in
the FeFe H<sub>2</sub>ase arising from ligation to PSI via the shortest
hexanedithiol linker may hinder electron transport in the hydrogenase,
thus providing a molecular level explanation for the observation that
the medium-length octanedithiol linker gives the highest hydrogen
production rate
Replica-Exchange Molecular Dynamics Simulations of Cellulose Solvated in Water and in the Ionic Liquid 1‑Butyl-3-Methylimidazolium Chloride
Ionic liquids have become a popular
solvent for cellulose pretreatment
in biorefineries due to their efficiency in dissolution and their
reusability. Understanding the interactions between cations, anions,
and cellulose is key to the development of better solvents and the
improvement of pretreatment conditions. While previous studies described
the interactions between ionic liquids and cellulose fibers, shedding
light on the initial stages of the cellulose dissolution process,
we study the end state of that process by exploring the structure
and dynamics of a single cellulose decamer solvated in 1-butyl-3-methyl-imidazolium
chloride (BmimCl) and in water using replica-exchange molecular dynamics.
In both solvents, global structural features of the cellulose chain
are similar. However, analyses of local structural properties show
that cellulose explores greater conformational variability in the
ionic liquid than in water. For instance, in BmimCl the cellulose
intramolecular hydrogen bond O3H′···O5 is disrupted
more often resulting in greater flexibility of the solute. Our results
indicate that the cellulose chain is more dynamic in BmimCl than in
water, which may play a role in the favorable dissolution of cellulose
in the ionic liquid. Calculation of the configurational entropy of
the cellulose decamer confirms its higher conformational flexibility
in BmimCl than in water at elevated temperatures
Relative Binding Affinities of Monolignols to Horseradish Peroxidase
Monolignol binding to the peroxidase
active site is the first step in lignin polymerization in plant cell
walls. Using molecular dynamics, docking, and free energy perturbation
calculations, we investigate the binding of monolignols to horseradish
peroxidase C. Our results suggest that <i>p</i>-coumaryl
alcohol has the strongest binding affinity followed by sinapyl and
coniferyl alcohol. Stacking interactions between the monolignol aromatic
rings and nearby phenylalanine residues play an important role in
determining the calculated relative binding affinities. <i>p</i>-Coumaryl and coniferyl alcohols bind in a pose productive for reaction
in which a direct H-bond is formed between the phenolic −OH
group and a water molecule (W2) that may facilitate proton transfer
during oxidation. In contrast, in the case of sinapyl alcohol there
is no such direct interaction, the phenolic −OH group instead
interacting with Pro139. Since proton and electron transfer is the
rate-limiting step in monolignol oxidation by peroxidase, the binding
pose (and thus the formation of near attack conformation) appears
to play a more important role than the overall binding affinity in
determining the oxidation rate
Behavior of Bilayer Leaflets in Asymmetric Model Membranes: Atomistic Simulation Studies
Spatial
organization within lipid bilayers is an important feature
for a range of biological processes. Leaflet compositional asymmetry
and lateral lipid organization are just two of the ways in which membrane
structure appears to be more complex than initially postulated by
the fluid mosaic model. This raises the question of how the phase
behavior in one bilayer leaflet may affect the apposing leaflet and
how one begins to construct asymmetric model systems to investigate
these interleaflet interactions. Here we report on all-atom molecular
dynamics simulations (a total of 4.1 μs) of symmetric and asymmetric
bilayer systems composed of liquid-ordered (Lo) or liquid-disordered
(Ld) leaflets, based on the nanodomain-forming POPC/DSPC/cholesterol
system. We begin by analyzing an asymmetric bilayer with leaflets
derived from simulations of symmetric Lo and Ld bilayers. In this
system, we observe that the properties of the Lo and Ld leaflets are
similar to those of the Lo and Ld leaflets in corresponding symmetric
systems. However, it is not obvious that mixing the equilibrium structures
of their symmetric counterparts is the most appropriate way to construct
asymmetric bilayers nor that these structures will manifest interleaflet
couplings that lead to domain registry/antiregistry. We therefore
constructed and simulated four additional asymmetric bilayer systems
by systematically adding or removing lipids in the Ld leaflet to mimic
potential density fluctuations. We find that the number of lipids
in the Ld leaflet affects its own properties, as well as those of
the apposing Lo leaflet. Collectively, the simulations reveal the
presence of weak acyl chain interdigitation across bilayer leaflets,
suggesting that interdigitation alone does not contribute significantly
to the interleaflet coupling in nonphase-separated bilayers of this
chemical composition. However, the properties of both leaflets appear
to be sensitive to changes in in-plane lipid packing, possibly providing
a mechanism for interleaflet coupling by modulating local density
and/or curvature fluctuations
Molecular Dynamics Investigation of the Substrate Binding Mechanism in Carboxylesterase
A recombinant carboxylesterase, cloned
from <i>Pseudomonas
putida</i> and designated as rPPE, is capable of catalyzing the
bioresolution of racemic 2-acetoxy-2-(2′-chlorophenyl)Âacetate
(<i>rac</i>-AcO-CPA) with excellent (<i>S</i>)-enantioselectivity.
Semirational design of the enzyme showed that the W187H variant could
increase the activity by ∼100-fold compared to the wild type
(WT) enzyme. In this study, we performed all-atom molecular dynamics
(MD) simulations of both apo-rPPE and rPPE in complex with (<i>S</i>)-AcO-CPA to gain insights into the origin of the increased
catalysis in the W187H mutant. Our results show differential binding
of (<i>S</i>)-AcO-CPA in the WT and W187H enzymes, especially
the interactions of the substrate with the two active site residues
Ser159 and His286. The replacement of Trp187 by His leads to considerable
structural rearrangement in the active site of W187H. Unlike in the
WT rPPE, the cap domain in the W187 mutant shows an open conformation
in the simulations of both apo and substrate-bound enzymes. This open
conformation exposes the catalytic triad to the solvent through a
water accessible channel, which may facilitate the entry of the substrate
and/or the exit of the product. Binding free energy calculations confirmed
that the substrate binds more strongly in W187H than in WT. On the
basis of these computational results, we further predicted that the
mutations W187Y and D287G might also be able to increase the substrate
binding and thus improve the enzyme’s catalytic efficiency.
Experimental binding and kinetic assays on W187Y and D287G show improved
catalytic efficiency over WT, but not W187H. Contrary to our prediction,
W187Y shows slightly decreased substrate binding coupled with a 100-fold
increase in turnover rate, while in D287G the substrate binding is
8 times stronger but with a slightly reduced turnover rate. Our work
provides important molecular-level insights into the binding of the
(<i>S</i>)-AcO-CPA substrate to carboxylesterase rPPEs,
which will help guide future development of more efficient rPPE variants
Theoretical Study of the Initial Stages of Self-Assembly of a Carboxysome’s Facet
Bacterial
microcompartments, BMCs, are organelles that exist within
wide variety of bacteria and act as nanofactories. Among the different
types of known BMCs, the carboxysome has been studied the most. The
carboxysome plays an important role in the light-independent part
of the photosynthesis process, where its icosahedral-like proteinaceous
shell acts as a membrane that controls the transport of metabolites.
Although a structural model exists for the carboxysome shell, it remains
largely unknown how the shell proteins self-assemble. Understanding
the self-assembly process can provide insights into how the shell
affects the carboxysome’s function and how it can be modified
to create new functionalities, such as artificial nanoreactors and
artificial protein membranes. Here, we describe a theoretical framework
that employs Monte Carlo simulations with a coarse-grain potential
that reproduces well the atomistic potential of mean force; employing
this framework, we are able to capture the initial stages of the 2D
self-assembly of CcmK2 hexamers, a major protein-shell component of
the carboxysome’s facet. The simulations reveal that CcmK2
hexamers self-assemble into clusters that resemble what was seen experimentally
in 2D layers. Further analysis of the simulation results suggests
that the 2D self-assembly of carboxysome’s facets is driven
by a nucleation–growth process, which in turn could play an
important role in the hierarchical self-assembly of BMC shells in
general
The PMFs for the Interaction between Glu45 and Arg206
<div><p>(A) In the starting structure.</p><p>(B) In the final conformer from the TMD simulation.</p><p>PMF energy is shown on a continuous color scale from 0 (blue) to ≥ 10 kcal/mol (red).</p></div
Structural Changes of β10, Cys loop, and β1–β2 loop during the TMD Simulation
<p>Comparison of the initial structure (silver) and a snapshot from the last 50 ps of the TMD simulation (green), (A) front view; (B) side view rotated 120° with respect to view (A).</p
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