Cyclization
and selected backbone N-methylations are found to
be often necessary but not sufficient conditions for peptidic drugs
to have a good bioavailability. Thus, the design of cyclic peptides
with good passive membrane permeability and good solubility remains
a challenge. The backbone scaffold of a recently published series
of cyclic decapeptides with six selected backbone N-methylations was designed to favor the adoption of a closed conformation with β-turns and four transannular hydrogen bonds.
Although this conformation was indeed adopted by the peptides as determined
by NMR measurements, substantial differences in the membrane permeability
were observed. In this work, we aim to rationalize the impact of discrete
side chain modifications on membrane permeability for six of these
cyclic decapeptides. The thermodynamic and kinetic properties were
investigated using molecular dynamics simulations and Markov state
modeling in water and chloroform. The study highlights the influence
that side-chain modifications can have on the backbone conformation.
Peptides with a d-proline in the β-turns were more
likely to adopt, even in water, the closed conformation
with transannular hydrogen bonds, which facilitates transition through
the membrane. The population of the closed conformation
in water was found to correlate positively with PAMPA log P
e.
Alchemical free energy calculations typically rely on intermediate states to bridge between the relevant phase spaces of the two end states. These intermediate states are usually created by mixing the energies or parameters of the end states according to a coupling parameter λ. The choice of the procedure has a strong impact on the energy calculations considering five benchmark systems. The first two systems (charge inversion and cavity creation in a dipolar solvent) demonstrate the use of λ-EDS as an alternative coupling scheme in the context of thermodynamic integration (TI). The three other systems (change of bond length, change of dihedral angles, and cavity creation in water) investigate the efficiency and optimal choice of parameters in the context of free energy perturbation (FEP) and Bennett's acceptance ratio (BAR). It is shown that λ-EDS allows larger steps along the alchemical pathway than conventional intermediate states.
An overarching mathematical framework
is proposed to describe entire
mineral particle precipitation processes, including multiple polymorphic
forms and ranges of temperatures. While existing models portray individual
physical phenomena, the presented approach incorporates a diverse
set of the physical phenomena simultaneously within a single mathematical
description. The liquid and solid phase dynamics interact through
coupling an aqueous ionic equilibrium-chemistry model with a set of
population balance equations and a mixing model. Including the particle
physical phenomena, nucleation, growth, dissolution, and aggregation
together within a single framework allows for the exploration of nonintuitive
and nontrivial coupling effects. To validate the proposed framework,
the CaCO3 system and results described within Ogino, T.;
Suzuki, T.; Sawada, K. Geochim. Cosmochim. Acta
1987, 51, 2757–2767 were utilized.
The proposed framework captures general trends and timescales, even
while being constructed of relatively basic physical models with approximations
and known uncertainties. Interpolymorph coupling effects, which were
found to be important in the validation system’s evolution,
and dynamics within each polymorph’s particle size distribution
are captured by the framework.
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