5 research outputs found
Insight into G-DNA Structural Polymorphism and Folding from Sequence and Loop Connectivity through Free Energy Analysis
The lengths of G-tracts and their connecting loop sequences determine G-quadruplex folding and stability. Complete understanding of the sequence–structure relationships remains elusive. Here, single-loop G-quadruplexes were investigated using explicit solvent molecular dynamics (MD) simulations to characterize the effect of loop length, loop sequence, and G-tract length on the folding topologies and stability of G-quadruplexes. Eight loop types, including different variants of lateral, diagonal, and propeller loops, and six different loop sequences [d0 (i.e., no intervening residues in the loop), dT, dT<sub>2</sub>, dT<sub>3</sub>, dTTA, and dT<sub>4</sub>] were considered through MD simulation and free energy analysis. In most cases the free energetic estimates agree well with the experimental observations. The work also provides new insight into G-quadruplex folding and stability. This includes reporting the observed instability of the left propeller loop, which extends the rules for G-quadruplex folding. We also suggest a plausible explanation why human telomere sequences predominantly form hybrid-I and hybrid-II type structures in K<sup>+</sup> solution. Overall, our calculation results indicate that short loops generally are less stable than longer loops, and we hypothesize that the extreme stability of sequences with very short loops could possibly derive from the formation of parallel multimers. The results suggest that free energy differences, estimated from MD and free energy analysis with current force fields and simulation protocols, are able to complement experiment and to help dissect and explain loop sequence, loop length, and G-tract length and orientation influences on G-quadruplex structure
Conceptions of the good, rivalry, and liberal neutrality
Liberal neutrality is assumed to pertain to rival conceptions of the good. The nature of the rivalry between conceptions of the good is pivotal to the coherence, scope and realisation of liberal neutrality. Yet, liberal theorists have said very little about rivalry. This paper attempts to fill this gap by reviewing three conceptions of rivalry: incompatibility rivalry, intra-domain rivalry and state power rivalry. I argue that state power rivalry is the morally relevant conception of rivalry, and that it has significant implications for the scope and realisation of liberal neutrality. I conclude that in the light of state power rivalry, the only feasible liberal neutral state is a very minimal one
Mapping the Functional Binding Sites of Cholesterol in β<sub>2</sub>‑Adrenergic Receptor by Long-Time Molecular Dynamics Simulations
Cholesterol, an abundant membrane component in both lipid
rafts and caveolae of cell membrane, plays a crucial role in regulating
the function and organization of various G-protein coupled receptors
(GPCRs). However, the underlying mechanism for cholesterol-GPCR interaction
is still unclear. To this end, we performed a series of microsecond
molecular dynamics (MD) simulations on β<sub>2</sub>-adrenergic
receptor (β<sub>2</sub>AR) in the presence and absence of cholesterol
molecules in the POPC bilayer. The unbiased MD simulation on the system
with cholesterols reveals that cholesterol molecules can spontaneously
diffuse to seven sites on the β<sub>2</sub>AR surfaces, three
in the extracellular leaflet (e1–e3) and four in the intracellular
leaflet (i1, i2, i4, and i5). The MD simulation identifies three cholesterol-binding
sites (i2, e2, and e3) that are also observed in the crystal structures
of several GPCRs. Cholesterol binding to site e1 lock Trp313<sup>7.40</sup> into a certain conformation that may facilitate ligand–receptor
binding, and cholesterol binding to site i2 provides a structural
support for the reported cholesterol-mediate dimeric form of β<sub>2</sub>AR (PDB code 2RH1). In addition, both competitive and cooperative
effects between cholesterols and phospholipids in binding to β<sub>2</sub>AR were observed in our MD simulations. Together, these results
provide new insights into cholesterol–GPCR interactions
Binding Competition to the POPG Lipid Bilayer of Ca<sup>2+</sup>, Mg<sup>2+</sup>, Na<sup>+</sup>, and K<sup>+</sup> in Different Ion Mixtures and Biological Implication
Ion mixtures are prevalent in both cytosol and the exterior
of
a plasma membrane with variable compositions and concentrations. Although
abundant MD simulations have been performed to study the effects of
single ion species on the structures of lipid bilayers, our understanding
of the influence of the ion mixture on membranes is still limited;
for example, the competition mechanism of different ions in binding
with lipids is not clearly addressed yet. Here, microsecond MD simulations
were carried out to study the effects of the mixtures of Ca<sup>2+</sup>, Mg<sup>2+</sup>, Na<sup>+</sup>, and K<sup>+</sup> ions on a 1-palmitoyl-2-oleoyl-<i>sn</i>-glycero-3-phosphoglycerol (POPG) bilayer. It has been
revealed that the binding efficiency of these ions with POPG lipids
is in the following order, Ca<sup>2+</sup> > Mg<sup>2+</sup> >
Na<sup>+</sup> > K<sup>+</sup>. The binding free energy of Ca<sup>2+</sup> to the lipid bilayer is ∼−4.0 kcal/mol, which
is much
lower than those of other ions. This result explains why the effects
of the ion mixture on membranes are particularly sensitive to the
concentration of calcium. The on-rates of different ions do not have
a large difference, while the off-rate of Ca<sup>2+</sup> is 2–3
orders of magnitude smaller than those of the others. Therefore, the
strongest binding affinity of Ca<sup>2+</sup> is mainly determined
by its smallest off-rate. In addition, our study suggests that the
structure of the lipid bilayer is influenced dominantly by the concentration
of Ca<sup>2+</sup> ions. The simulation results also provide a good
explanation for a variety of biological processes relevant to Ca<sup>2+</sup> and Mg<sup>2+</sup> regulations, such as membrane fusion
Conformational Transition and Energy Landscape of ErbB4 Activated by Neuregulin1β: One Microsecond Molecular Dynamics Simulations
ErbB4, a receptor tyrosine kinase of the ErbB family,
plays crucial
roles in cell growth and differentiation, especially in the development
of the heart and nervous system. Ligand binding to its extracellular
region could modulate the activation process. To understand the mechanism
of ErbB4 activation induced by ligand binding, we performed one microsecond
molecular dynamics (MD) simulations on the ErbB4 extracellular region
(ECR) with and without its endogenous ligand neuregulin1β (NRG1β).
The conformational transition of the ECR-ErbB4/NRG1β complex
from a tethered inactive conformation to an extended active-like form
has been observed, while such large and function-related conformational
change has not been seen in the simulation on the ECR-ErbB4, suggesting
that ligand binding is indeed the active inducing force for the conformational
transition and further dimerization. On the basis of MD simulations
and principal component analysis, we constructed a rough energy landscape
for the conformational transition of ECR-ErbB4/NRG1β complex,
suggesting that the conformational change from the inactive state
to active-like state involves a stable conformation. The energy barrier
for the tether opening was estimated as ∼2.7 kcal/mol, which
is very close to the experimental value (1–2 kcal/mol) reported
for ErbB1. On the basis of the simulation results, an atomic mechanism
for the ligand-induced activation of ErbB4 was postulated. The present
MD simulations provide a new insight into the conformational changes
underlying the activation of ErbB4