282 research outputs found
Investigation on two human defensin dimers: structure prediction and refinement using a combined simulation strategy
<p>Defensins are cationic cysteine-rich small molecules belonging to the innate immune system. Most defensins form dimers that can enhance their function. Thus, predicting their dimer structures, if unavailable, is important. In this project, a combined simulation strategy is applied to predict dimer structures of two defensins, human defensin type 2 (hBD-2) and human defensin type 5 (HD5), which includes predicting the initial dimer structure running implicit solvent replica-exchange (REX) simulations with a GBSW module, then running microsecond-long all-atom simulations with the CHARMM36 forcefield to refine the prediction. The combined simulations predicted the dimer structures in good agreement with crystal structures within simulation uncertainty. Microsecond-long refinement on the crystal structures of hBD-2 and HD5 dimers shows that CHARMM36 forcefield could contribute a structural deviation of 1.0–3.0 Å from their crystal structures. Comparing the RMSD, RMSF, radius of gyration, accessible surface area (ASA), number of hydrogen bonds (H-bonds) and residue distance map for simulations starting from the REX initiated structure and the crystal structure, consistent agreements were reached for both dimers. However, hBD-2 dimer has a larger hydrophobic ASA, while HD5 has a larger hydrophilic ASA; HD5 forms 45 H-bonds on the binding interface while 12 for hBD-2 dimer.</p
Interaction of Human β Defensin Type 3 (hBD-3) with Different PIP2-Containing Membranes, a Molecular Dynamics Simulation Study
Human β defensin type 3 (hBD-3)
is a cysteine-rich small
antibacterial peptide. It belongs to the human innate immune system.
hBD-3 has six cysteine residues, which form three pairs of disulfide
bonds, and those bonds break in the reducing condition. It is known
that hBD-3 can interact with bacterial membrane, and even eukaryotic
cell membrane, which has a low concentration of phosphatidylinositol
4,5-bisphosphate (PIP2) lipids. PIP2 is a vital component in cell
membranes and has been found to play important roles during antimicrobial
peptide (AMP) interaction with membranes. To understand the functional
mechanism of hBD-3 interacting with PIP2-containing membranes, the
binding structures of hBD-3 on 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphocholine (POPC) bilayers mixed with 10% of PIP2
were predicted using two kinds of methods. The first one is by placing
the hBD-3 monomer in different orientations above the POPC + 10%PIP2
membrane to set up five different initial simulation systems and performing
long-term simulations on each to predict the most stable binding structure.
It was found that hBD-3 analogue binds on the mixed lipid membrane
on the two loop regions. The second method is by running long-term
simulations on one or nine hBD-3 dimers binding on POPC mixed with
10%PIP2 lipid bilayer starting from the solid-state NMR (ssNMR)-suggested
orientation. The dimer dissociated, and the most stable binding of
hBD-3 in wild-type on the mixed membrane is also through the two loop
regions, which agrees with the prediction from both the first method
and the lipid self-assembly result. The PIP2 lipids can form long-lasting
hydrogen bonds with positively charged residues such as Arg and Lys
on hBD-3, thus forming clusters with hBD-3. As a comparison, hBD-3
dimers binding with a combined bilayer having 1,2-palmitoyl-oleoyl-sn-glycero-3-phosphoserine (POPS) on the upper and POPC
on the lower leaflets and the combined POPS + POPC bilayer mixing
with 10%PIP2 were also studied. The long-term simulation result shows
that hBD-3 can bind with the heads of negatively charged POPS and
PIP2 lipids and form hydrogen bonds. The stable binding sites of hBD-3
on PIP2 or POPS mixed bilayers are still on the two loop regions.
On the combined POPS + POPC mixed with 10%PIP2 bilayer, the binding
of hBD-3 with PIP2 lipids became less stable and fewer because of
the competition of binding with the POPS lipids. Besides that, binding
with hBD-3 can decrease the membrane thickness of the POPC + PIP2,
POPS + POPC, and POPS + POPC + PIP2 bilayers and make POPS and PIP2
lipids more flexible based on the order parameter calculations. Our
results supply molecular insight on AMP binding with different membranes
and can help understand the functional mechanism of hBD-3 disrupting
PIP2-containing membranes
Disulfide Bonds Affect the Binding Sites of Human β Defensin Type 3 on Negatively Charged Lipid Membranes
Human β defensin
type 3 (hBD-3) is a small natural antimicrobiotic.
It is strongly cationic and has six cysteine residues which can form
three pairs of intramolecular disulfide bonds under oxidized condition.
Those disulfide bonds can break under reducing condition. However,
the antibacterial activities of hBD-3 in its wild-type and analog
forms are similar. In this project, the structure and dynamics of
hBD-3 were investigated by running simulations on hBD-3 in its wild-type
and analog forms in solvent, binding to negatively charged lipid bilayers,
and self-assembly with POPG lipids. It was found that the RMSFs of
hBD-3 in both its wild-type and analog forms are similar in solvent,
while they are very diverse depending on the binding sites of hBD-3
with negatively charged bilayers. Calculating both the distance map
and insertion depths for 18 hBD-3 molecules binding on the POPG bilayer,
hBD-3 in its analog form binds stably with the POPG bilayer through
the head and loop regions, while hBD-3 wild-type binds with the POPG
bilayer on the two loop regions stably. hBD-3 analog caused membrane
thinning and disrupted the POPG lipids more significantly than the
wildtype. Based on the self-assembly simulations, hBD-3 monomer can
bind with and embed inside the negatively charged POPG lipid membrane
and have more contacts with the POPG lipid heads than with tails.
The current work emphasized the structural diversity of hBD-3 interacting
with negatively charged lipid membrane affected by the disulfide bonding
states
Interaction of Human β Defensin Type 3 (hBD-3) with Different PIP2-Containing Membranes, a Molecular Dynamics Simulation Study
Human β defensin type 3 (hBD-3)
is a cysteine-rich small
antibacterial peptide. It belongs to the human innate immune system.
hBD-3 has six cysteine residues, which form three pairs of disulfide
bonds, and those bonds break in the reducing condition. It is known
that hBD-3 can interact with bacterial membrane, and even eukaryotic
cell membrane, which has a low concentration of phosphatidylinositol
4,5-bisphosphate (PIP2) lipids. PIP2 is a vital component in cell
membranes and has been found to play important roles during antimicrobial
peptide (AMP) interaction with membranes. To understand the functional
mechanism of hBD-3 interacting with PIP2-containing membranes, the
binding structures of hBD-3 on 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphocholine (POPC) bilayers mixed with 10% of PIP2
were predicted using two kinds of methods. The first one is by placing
the hBD-3 monomer in different orientations above the POPC + 10%PIP2
membrane to set up five different initial simulation systems and performing
long-term simulations on each to predict the most stable binding structure.
It was found that hBD-3 analogue binds on the mixed lipid membrane
on the two loop regions. The second method is by running long-term
simulations on one or nine hBD-3 dimers binding on POPC mixed with
10%PIP2 lipid bilayer starting from the solid-state NMR (ssNMR)-suggested
orientation. The dimer dissociated, and the most stable binding of
hBD-3 in wild-type on the mixed membrane is also through the two loop
regions, which agrees with the prediction from both the first method
and the lipid self-assembly result. The PIP2 lipids can form long-lasting
hydrogen bonds with positively charged residues such as Arg and Lys
on hBD-3, thus forming clusters with hBD-3. As a comparison, hBD-3
dimers binding with a combined bilayer having 1,2-palmitoyl-oleoyl-sn-glycero-3-phosphoserine (POPS) on the upper and POPC
on the lower leaflets and the combined POPS + POPC bilayer mixing
with 10%PIP2 were also studied. The long-term simulation result shows
that hBD-3 can bind with the heads of negatively charged POPS and
PIP2 lipids and form hydrogen bonds. The stable binding sites of hBD-3
on PIP2 or POPS mixed bilayers are still on the two loop regions.
On the combined POPS + POPC mixed with 10%PIP2 bilayer, the binding
of hBD-3 with PIP2 lipids became less stable and fewer because of
the competition of binding with the POPS lipids. Besides that, binding
with hBD-3 can decrease the membrane thickness of the POPC + PIP2,
POPS + POPC, and POPS + POPC + PIP2 bilayers and make POPS and PIP2
lipids more flexible based on the order parameter calculations. Our
results supply molecular insight on AMP binding with different membranes
and can help understand the functional mechanism of hBD-3 disrupting
PIP2-containing membranes
Comparison of the Interaction and Structure of Lignin in Pure Systems and in Asphalt Media by Molecular Dynamics Simulations
Lignin is a class of organic aromatic polymers contributing
to
the rigidity and strength of plants and has been proposed as a modifier
to improve asphalt performance on road pavement. However, contradicting
experimental results on the lignin miscibility in asphalt were found
from different studies, and lignin has been found to self-assemble
in different solutions. Thus, investigating the interaction and microstructure
of lignin in asphalt media in molecular detail is necessary. Molecular
dynamics (MD) simulations using both the LAMMPS program with the OPLS-aa
force field and the NAMD program with the CHARMM force field have
been conducted on pure lignin (including lignin monomer, dimer, and
polymer with 17 and 31 units) and their mixtures with model asphalt
molecules at different temperatures. Consistent results were observed
from both programs and force fields in terms of density, hydrogen
bonds, diffusion coefficient, radius of gyration, and radial distribution
function. Glass transition was observed in the pure lignin systems
based on density and diffusion coefficient calculations at different
temperatures. Lignin can form intramolecular hydrogen bonds and intermolecular
hydrogen bonds with other lignin and 1,7-dimethylnapthalene in the
asphalt mixture, which has dependence on temperature and lignin chain
length. Correlating the lignin size and chain length using the power-law
relationship showed that lignin polymers in pure systems are in quasi-relaxed
structures at different temperatures; lignin molecules stay in quasi-relaxed
structures in asphalt mixtures at high temperatures but in collapsed
structures at low temperatures. Implementing lignin monomer, dimer,
and polymer into the model asphalt mixture can improve its density.
Although lignin in different chain lengths aggregates in asphalt,
lignin can modify the packing between different components in asphalt
media at different temperatures. The work suggests that temperature
can significantly influence the miscibility of lignin polymer in asphalt
and that lignin can function as both a modifier and a resin in asphalt
Molecular Dynamics Simulations on Spike Protein Mutants Binding with Human β Defensin Type 2
Human
β defensin type 2 (hBD-2), a cationic cysteine-rich
peptide secreted from the human innate immune system, can bind Spike-RBD
at the same site as receptor ACE2, thus blocking viral entry into
ACE2-expressing cells. In order to find out the impact of CoV-2 mutations
on hBD-2’s antiviral activity, it is important to investigate
the binding and interaction of hBD-2 with RBD mutants. All-atom molecular
dynamics simulations were conducted on typical RBD mutants, including
N501Y, E484K, P479S, T478I, S477N, N439K, K417N, and N501Y-E484K-K417N,
binding with hBD-2. Starting from the stable binding structure of
hBD-2 and wt-RBD and ClusPro and HADDOCK docking-predicted initial
structures, the RBD variants bound with hBD-2 simulations were set
up, and NAMD simulations were conducted. Based on the structure and
dynamics analysis, it was found that most RBD variants can still form
a similar number of hydrogen bonds with hBD-2, in addition to having
a similar-sized buried surface area (BSA) and a similar binding interface
to the RBD wildtype. However, the RBD triple mutant formed a less
stable binding structure with hBD-2 than other variants. Additionally,
the free energy perturbation (FEP) method was applied to calculate
the contribution of key mutant residues to the binding and the free
energy change caused by the mutations. The result shows that N439K,
K417N, and the trimutation increase the binding free energy of RBD
with hBD-2; thus, RBD should bind less stably with hBD-2. E484K decreases
the binding free energy, thus it should bind more stably with hBD-2,
while N501Y, S477N, T478I, and P479S almost do not change the binding
free energy with hBD-2. The MM-GBSA method predicted the binding interaction
energy which shows that the trimutant should be able to escape the
binding with hBD-2 but N501Y should not. The result can provide insight
into understanding the functional mechanism of hBD-2 combating SARS-CoV-2
mutants
Molecular Dynamics Simulations Reveal Isoform Specific Contact Dynamics between the Plexin Rho GTPase Binding Domain (RBD) and Small Rho GTPases Rac1 and Rnd1
The Plexin family
of transmembrane receptors are unique in that
their intracellular region interacts directly with small GTPases of
the Rho family. The Rho GTPase binding domain of plexin (RBD)î—¸which
is responsible for these interactionsî—¸can bind with Rac1 as
well as Rnd1 GTPases. GTPase complexes have been crystallized with
the RBDs of plexinA1, -A2, and -B1. The protein association is thought
to elicit different functional responses in a GTPase and plexin isoform
specific manner, but the origin of this is unknown. In this project,
we investigated complexes between several RBD and Rac1/Rnd1 GTPases
using multimicrosecond length all atom molecular dynamics simulations,
also with reference to the free forms of the RBDs and GTPases. In
accord with the crystallographic data, the RBDs experience more structural
changes than Rho-GTPases upon complex formation. Changes in protein
dynamics and networks of correlated motions are revealed by analyzing
dihedral angle fluctuations in the proteins. The extent of these changes
differs between the different RBDs and also between the Rac1 and Rnd1
GTPases. While the RBDs in the free and bound states have similarî—¸if
not decreasedî—¸correlations, correlations within the GTPases
are increased upon binding. Mapping highly correlated residues to
the structures, it is found that the plexinA1, -B1, and -A2 RBDs all
have similar communication pathways within the ubiquitin fold, but
that different residues are involved. Dynamic network analyses indicate
that plexinA1 and -B1 RBDs interact with small GTPases in a similar
manner, whereas complexes with the plexinA2 RBD display different
features. Importantly complexes with Rnd1 have a considerable number
of dynamic correlations and network connections between the proteins,
whereas such features are missing in the RBD–Rac1 complexes.
Overall, the simulations suggest mechanisms that are consistent with
the experimental data on plexinB1 and indicate RBD and GTPase isoform
specific changes in protein dynamics upon complex formation
Analyzing Properties of Model Asphalts Using Molecular Simulation
Molecular simulations have been used to estimate the properties of three-component mixtures whose
constituents were chosen to represent the chemical families found in paving asphalts. Naphthene aromatics
and saturates were represented by 1,7-dimethylnaphthalene and n-C22, respectively. Two different asphaltene
model structures were considered. The first has a large aromatic core with a few short side chains; the second
contains a moderate size aromatic core with larger branches. Both types have been proposed in the recent
literature based on experimental characterizations of asphaltene fractions. Properties calculated from atomistic
molecular simulations of the mixtures include density and isothermal compressibility (inverse of bulk modulus).
The thermodynamic properties suggest a high-frequency glass transition above 25 °C for both model mixtures.
The mixture based on the more aromatic asphaltene shows a more pronounced transition and has a higher
bulk modulus. For a polymer-modified model asphalt, the calculations are consistent with increases in the
bulk modulus
ΔΔG predicted from FEP in comparison with available literature data.
ΔΔG predicted from FEP in comparison with available literature data.</p
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