H2020Индивидуална стипендия2016–2018

HYPERBIO · Hybrid Particle-Field Approach Including Electrostatics for Large-Scale Simulations of Biological Systems

„Хоризонт 2020“ — Действия „Мария Склодовска-Кюри“

Период
2016-09-01 → 2018-08-31
Финансиране от ЕС
196 400 €
Участници
1
Схема
MSCA-IF-EF-ST

Линиите свързват координатора с партньорите.

Накратко на български

Хибридният метод за симулация на биологични системи изследва поведението на заредени молекули, като например мембрани от липополизахариди. Това помага за по-точното моделиране на сложни биохимични процеси, които протичат при различни мащаби на времето и размера.

Този кратък обзор е генериран от изкуствен интелект

Кратко обяснение, генерирано от езиков модел по текста на CORDIS. Оригиналът е по-долу.

Резултати накратко

Hybrid Particle-Field Approach Including Electrostatics for Large-Scale Simulations of Biological Systems

Biochemical/biophysical processes are very diverse, and they may occur at different time scales (from femtoseconds to seconds) and may require propagation over different sizes (from few Angstroms over nano- or micro- metres). Such broad extension of both the time- and size- scales poses a unique set of problems to the computational scientists in building models of the biological matter on physical principles. In recent years, Milano and Kawakatsu [J. Chem. Phys. 2009, 130, 214106; 2010, 133, 214102] reformulated the hybrid particle-field (hPF) method within molecular dynamics (hPF-MD) framework. The hPF-MD was validated for different molecular models including molecular surfactants, atomistic models of polymers, and bio membranes. This project was aimed at implementation of electrostatics into hPF-MD where the field explicitly takes into account both particle and charge densities. The overall objectives of the project are listed below. Each objective is considered as a separate work package (WP). 1.The first objective of the proposal was to implement electrostatics into OCCAM software (WP1). The new code would be tested for its efficiency and performance in both serial and parallel implementations. 2.The second objective was the application of hPF-MD to realistic soft matter models (WP2). We aimed to validate the models for charged amphiphile systems and investigate the ability of hPF-MD in describing both the structural and dynamic properties of those charged systems. Our goal was to address the structure and assembly of complex ipopolysaccharide (LPS) membranes. In fact, we started our study with coarse grained models for simple charged amphiphile systems such as palmitoyloleoylphosphatidylglycerol (POPG) lipid bilayer and sodium dodecyl sulfate (SDS) surfactant in aqueous environment. 3.Our original plan for WP3 was to extend the charge-field formalism to incorporate dipole-field and dipole-dipole interactions for the description of proteins in a field approach compatible with CG method proposed by Michele Cascella and coworkers. On the contrary, we preferred to concentrate our efforts to introduce spatially resolved dielectric which depends on the local density of the different molecular species. This step is crucial for the better treatment of electrostatics in complex phase separated systems like biological membranes comprised of complex polyelectrolytes. In WP3, we also aimed at the introduction of protocols to perform simulations of tensionless bio membranes by considering an interaction energy due to surface tension in particle-field formalism. Conclusion: We introduced a series of methods in particle-field formalism to compute the electrostatic energy and forces for a mesoscopic system in the condensed phase, described with molecular resolution. The methods are inexpensive, robust and are able to reproduce the correct electrostatic features for dipolar/charged lipid membranes. A pressure tensor is derived in particle field formalism to perform simulations on tensionless bio membranes to study major conformational changes like membrane curvature, disruption and pore formation.

Текст от CORDIS, на английски · Данни: CORDIS, © Европейски съюз

Цел на проекта

Despite the continuous progress in computer simulations, the typical time and size bottlenecks are nowadays still heavily affecting the feasibility of large-scale simulations of complex biological systems at the molecular resolution accuracy. The current proposal aims at formulating a new hybrid particle-field approach including explicit treatment of electrostatic interactions for computational modelling of complex biological environments. The proposed method will combine the computational advantages of a self-consistent field approach (linear scaling cost for computation of intermolecular interactions, easy parallelization), becoming increasingly popular in polymer and soft-matter simulations, with a rigorous treatment of particles and explicit electrostatics. The proposed approach will allow fast and reliable simulations of polyelectrolyte mixtures, including biological charged membranes, multi-phase systems, and biological polymers (polysaccharides, proteins, nucleic acids etc), and it will make it possible to break by orders of magnitude the current limits for biomolecular simulations both in time and size. The project will have a main development part, where the self-consistent field formalism with electrostatics will be derived and implemented, and an applicative part, where the new methodology will be tested on lipopolysaccharide moieties. These large amphiphilic and chemically complex molecules constitute the outer membrane of Gram- bacteria, and are to date one of the major research targets to in antibiotic resistance studies. This project is multidisciplinary and involves international collaboration. This project would have a great positive impact on the applicant’s early stage researcher career, identifying her as one of the key players in the opening a new pathway into molecular simulations of biological systems.

Оригинален текст от CORDIS (на английски).

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Данни: CORDIS, © Европейски съюз