Molecular modeling
is an excellent tool for studying biological
systems on the atomic scale. Depending on objects, which may be proteins,
nucleic acids, or lipids, different force fields are recommended.
The phospholipid bilayers constitute an example, in which behavior
is extensively studied using molecular dynamics simulations due to
limitations of experimental methods. The reliability of the results
is strongly dependent on an appropriate description of these compounds.
There are some deficiencies in the parametrization of intra- and intermolecular
interactions that result in incorrect reproduction of phospholipid
bilayer properties known from experimental studies, such as temperatures
of phase transitions. Refinement of the force field parameters of
nonbonded interactions present in the studied system is required to
close these discrepancies. Such parameters as partial charges and
torsional potential coefficients are crucial in this issue and not
obtainable from experimental studies. This work presents a new fitting
procedure for torsional coefficients that employs linear algebra theory
and compares it with the Monte Carlo method. The proposed algebraic
approach can be applied to any considered molecular system. In the
manuscript, it is presented on the example of dimethyl phosphoric
acid molecule. The advantages of our method encompass finding an optimal
solution, the lack of additional parameters required by the algorithm,
and significantly shorter computational time. Additionally, we indicate
the importance of proper assignment of the partial charges.
For over 20 years, the OPLS-All Atom (OPLS-AA) force field has been efficiently used in molecular modelling studies of proteins, carbohydrates and nucleic acids. OPLS-AA is successfully applied in computer modelling of many organic compounds, including decane and shorter alkanes, but it fails when employed for longer linear alkanes, whose chemical structure corresponds to hydrocarbon tails in phospholipids constituting cellular membranes. There have been several attempts to address this problem. In this work we compare the ability to reproduce various condensed phase properties by six distinct sets of force field parameters which can be assigned to phospholipid hydrocarbon chains. In this comparison, we include three alternative sets of the OPLS-AA force field, as well as the commonly used CHARMM C36, Slipids, and Berger lipids’ parameters.
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