12 research outputs found
Microsecond Simulations of the Diphtheria Toxin Translocation Domain in Association with Anionic Lipid Bilayers
Diphtheria toxin
translocation (T) domain undergoes conformational
changes in acidic solution and associates with the lipid membranes,
followed by refolding and transmembrane insertion of two nonpolar
helices. This process is an essential step in delivery of the toxic
catalytic domain of the diphtheria toxin to the infected cell, yet
its molecular determinants are poorly characterized and understood.
Therefore, an atomistic model of the T-domain–membrane interaction
is needed to help characterize factors responsible for such association.
In this work, we present atomistic model structures of T-domain membrane-bound
conformations and investigate structural factors responsible for T-domain
affinity with the lipid bilayer in acidic solution using all-atom
molecular dynamics (MD) simulations. The initial models of the protein
conformations and protein–membrane association that serve as
starting points in the present work were developed using atomistic
simulations of partial unfolding of the T-domain in acidic solution
(Kurnikov, I. V.; et al. <i>J. Mol. Biol.</i> <b>2013</b>, <i>425</i>, 2752–2764), and coarse-grained simulations
of the T-domain association with the membranes of various compositions
(Flores-Canales, J. C.; et al. <i>J. Membr. Biol.</i> <b>2015</b>, <i>248</i>, 529–543). In this work
we present atomistic level modeling of two distinct configurations
of the T-domain in association with the anionic lipid bilayer. In
microsecond-long MD simulations both conformations retain their compact
structure and gradually penetrate deeper into the bilayer interface.
One membrane-bound conformation is stabilized by the protein contacts
with the lipid hydrophobic core. The second modeled conformation is
initially inserted less deeply and forms multiple contacts with the
lipid at the interface (headgroup) region. Such contacts are formed
by the charged and hydrophilic groups of partially unfolded terminal
helixes and loops. Neutralization of the acidic residues at the membrane
interface allows for deeper insertion of the protein and reorientation
of the protein at the membrane interface, which corroborates that
acidic residue protonation as well as presence of the anionic lipids
may play a role in the membrane association and further membrane insertion
of the T-domain as implicated in experiments. All simulations reported
in this work were performed using AMBER force-field on Anton supercomputer.
To perform these reported simulations, we developed and carefully
tested a force-field for the anionic 1-palmitoyl-2-oleoyl-phosphatidyl-glycerol
(POPG) lipid, compatible with the Amber 99SB force-field and stable
in microsecond-long MD simulations in isothermal–isobaric ensemble
Exploring Protein Stability by Comparative Molecular Dynamics Simulations of Homologous Hyperthermophilic, Mesophilic, and Psychrophilic Proteins
In
the present studies, we analyzed the influence of temperature
on the stability and dynamics of the α subunit of tryptophan
synthase (TRPS) from hyperthermophilic, mesophilic, and psychrophilic
homologues at different temperatures by molecular dynamics simulations.
Employing different indicators such as root-mean-square deviations,
root-mean-square fluctuations, principal component analysis, and free
energy landscapes, this study manifests the diverse behavior of these
homologues with changes in temperature. Especially, an enhancement
in the collective motions, classified as representative motions, is
observed at high temperature. Similarly, the criterion for the selection
of electrostatic interactions in terms of their life span (duty cycle)
has indeed helped in identifying the short- and long-lived electrostatic
interactions and how they affect the protein’s overall stability
at different temperatures. Rigidity and flexibility patterns of the
homologous proteins are examined using FIRST software along with the
calculation of duty cycles with various threshold limits at different
temperatures. Rigid cluster decomposition in TRPS of psychrophilic,
mesophilic, and hyperthermophilic origin identifies the flexible and
rigid regions in the protein. Early loss of rigidity is observed in
mesophilic TRPS via loss of contact between the major fragments of
the protein compared with the other homologues. In spite of the high
similarity of their three-dimensional structures, the overall responses
of the three proteins to varying temperatures are significantly different
Targeting Electrostatic Interactions in Accelerated Molecular Dynamics with Application to Protein Partial Unfolding
Accelerated molecular dynamics (aMD)
is a promising sampling method
to generate an ensemble of conformations and to explore the free energy
landscape of proteins in explicit solvent. Its success resides in
its ability to reduce barriers in the dihedral and the total potential
energy space. However, aMD simulations of large proteins can generate
large fluctuations of the dihedral and total potential energy with
little conformational changes in the protein structure. To facilitate
wider conformational sampling of large proteins in explicit solvent,
we developed a direct intrasolute electrostatic interactions accelerated
MD (DISEI-aMD) approach. This method aims to reduce energy barriers
within rapidly changing electrostatic interactions between solute
atoms at short-range distances. It also results in improved reconstruction
quality of the original statistical ensemble of the system. Recently,
we characterized a pH-dependent partial unfolding of diphtheria toxin
translocation domain (T-domain) using microsecond long MD simulations.
In this work, we focus on the study of conformational changes of a
low-pH T-domain model in explicit solvent using DISEI-aMD. On the
basis of the simulations of the low-pH T-domain model, we show that
the proposed sampling method accelerates conformational rearrangement
significantly faster than multiple standard aMD simulations and microsecond
long conventional MD simulations
Structural Basis for NHERF1 PDZ Domain Binding
The Na<sup>+</sup>/H<sup>+</sup> exchange regulatory
factor-1 (NHERF1) is a scaffolding protein that possesses two tandem
PDZ domains and a carboxy-terminal ezrin-binding domain (EBD). The
parathyroid hormone receptor (PTHR), type II sodium-dependent phosphate
cotransporter (Npt2a), and β2-adrenergic receptor (β2-AR),
through their respective carboxy-terminal PDZ-recognition motifs,
individually interact with NHERF1 forming a complex with one of the
PDZ domains. In the basal state, NHERF1 adopts a self-inhibited conformation,
in which its carboxy-terminal PDZ ligand interacts with PDZ2. We applied
molecular dynamics (MD) simulations to uncover the structural and
biochemical basis for the binding selectivity of NHERF1 PDZ domains.
PDZ1 uniquely forms several contacts not present in PDZ2 that further
stabilize PDZ1 interactions with target ligands. The binding free
energy (Δ<i>G</i>) of PDZ1 and PDZ2 with the carboxy-terminal,
five-amino acid residues that form the PDZ-recognition motif of PTHR,
Npt2a, and β2-AR was calculated and compared with the calculated
Δ<i>G</i> for the self-association of NHERF1. The
results suggest that the interaction of the PTHR, β2-adrenergic,
and Npt2a involves competition between NHERF1 PDZ domains and the
target proteins. The binding of PDZ2 with PTHR may also compete with
the self-inhibited conformation of NHERF1, thereby contributing to
the stabilization of an active NHERF1 conformation
Structural Basis for NHERF1 PDZ Domain Binding
The Na<sup>+</sup>/H<sup>+</sup> exchange regulatory
factor-1 (NHERF1) is a scaffolding protein that possesses two tandem
PDZ domains and a carboxy-terminal ezrin-binding domain (EBD). The
parathyroid hormone receptor (PTHR), type II sodium-dependent phosphate
cotransporter (Npt2a), and β2-adrenergic receptor (β2-AR),
through their respective carboxy-terminal PDZ-recognition motifs,
individually interact with NHERF1 forming a complex with one of the
PDZ domains. In the basal state, NHERF1 adopts a self-inhibited conformation,
in which its carboxy-terminal PDZ ligand interacts with PDZ2. We applied
molecular dynamics (MD) simulations to uncover the structural and
biochemical basis for the binding selectivity of NHERF1 PDZ domains.
PDZ1 uniquely forms several contacts not present in PDZ2 that further
stabilize PDZ1 interactions with target ligands. The binding free
energy (Δ<i>G</i>) of PDZ1 and PDZ2 with the carboxy-terminal,
five-amino acid residues that form the PDZ-recognition motif of PTHR,
Npt2a, and β2-AR was calculated and compared with the calculated
Δ<i>G</i> for the self-association of NHERF1. The
results suggest that the interaction of the PTHR, β2-adrenergic,
and Npt2a involves competition between NHERF1 PDZ domains and the
target proteins. The binding of PDZ2 with PTHR may also compete with
the self-inhibited conformation of NHERF1, thereby contributing to
the stabilization of an active NHERF1 conformation
Intra-/Intermolecular crosslinks identified by mass spectrometric studies of higher order oligomeric GlyBP bands.
<p>*the ΔMass is the maximum observed ppm difference between theoretical and observed m/z over N, the number of times this m/z peak was observed in 10 independent experiments. See <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0102571#pone-0102571-g005" target="_blank"><b>Fig. 5</b></a> for corresponding assigned peak in representative MALDI-TOF spectrum.</p><p>Unique bands found in higher order oligomeric GlyBP bands (absent in monomeric bands) and assigned as intermolecular crosslinks are <i>italicized</i>, with <b><i>bold</i></b> indicating assignments that <b><i>cannot</i></b> be assigned as an intramolecular crosslinks.</p
Intramolecular crosslinks identified by mass spectrometric studies of monomeric GlyBP bands.
<p>*the ΔMass is the maximum observed ppm difference between theoretical and observed m/z over N, the number of times this m/z peak was observed in 10 independent experiments. See <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0102571#pone-0102571-g004" target="_blank"><b>Fig. 4</b></a> for corresponding assigned peak in representative MALDI-TOF spectrum.</p
Intra-/inter-molecular crosslinks observed in GlyBP by MALDI-TOF MS analysis after crosslinking with DMS.
<p>Representative mass spectrum of tryptic digest of excised higher molecular weight GlyBP band is shown in the top panel. Mass peaks assigned as crosslinked peptides are labeled and further identified in <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0102571#pone-0102571-t002" target="_blank"><b>Table 2</b></a>. Average C<sub>α</sub>-C<sub>α</sub> Lys-Lys distances measured along the MD trajectory of assigned crosslinks are provided in the panel below. The calculation of distances is averaged over all 5 subunits/interfaces over the 2 ns long MD trajectory. a and b indices distinguish adjacent GlyBP monomers in a pentamer. The positions of the Lys residues in two neighboring subunits of the GlyBP model are shown in bottom right. The protein structure is shown in grey and gold color in cartoon representation and C<sub>α</sub> atoms of Lys residues are shown as colored spheres. * the range of distances reflect variations the average distance between subunits in the MD trajectory; while upper range distances are greater that the crosslinker length, the flexibility of the C loop in GlyBP brings the distances (underlined) well within the crosslinker arm length.</p
Model of GlyBP.
<p>A) Structure of a single GlyBP subunit is shown in a ribbon representation. Colors represent mobility of individual residues in MD simulations. Mobility is measured by root mean squared fluctuations (RMSF) with respect to an average structure obtained in a steady-state dynamics. The coloring scheme is as follows: RMSF <0.8 Å - blue, RMSF range 0.8–1.3 Å - green, 1.3–1.5 Å –yellow, 1.5–1.8 Å – orange, RMSF> 1.8 Å - red. B) Conformational diversity of subunits within the GlyBP pentamer is shown by a structural superposition of average monomer structures (last 2 ns of the trajectory) color coded by root mean squared deviation between subunits. Front (outer side) and back (inner side) are shown in the left and right panels, respectively.</p
Coverage map and CLUSTAL 2.1 multiple sequence alignment (after manual adjustments described in [24]) of L. stagnalis.
<p>A. californica, and the extracellular domain (ECD) of human glycine receptor alpha1 subunit. Loops 7 and 9 of GlyR ECD have been mutated to obtain GlyBP (grey highlights on the alignment). Sequence highlighted in red cumulatively marks peptides whose mass ions are detected in control studies. As described in the text, tryptic fingerprinting of GlyBP gel slices typically resulted in 55–80% coverage.</p