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Molecules in Cell Membranes
Timr, Štěpán ; Jungwirth, Pavel (advisor) ; Böckman, Rainer (referee) ; Ettrich, Rüdiger (referee)
Biological membranes are actively involved in a multitude of processes in living cells; therefore, a detailed characterization of their structure, dynamics, and function is essential for an understanding of living organisms at the molecular level. In this work, we made use of the high spatial and temporal resolution offered by computer simulations to investigate the behavior of several molecular species which associate with cellular membranes. Using a combination of classical molecular dynamics simulations and ab initio electronic structure calculations, we were able to characterize nonlinear optical properties of membrane- embedded fluorescent probes and thus contribute to establishing two-photon polarization microscopy as a tool of structural biology. Moreover, our molecular dynamics simulations provided an atomistic picture of the reversible membrane binding of recoverin, a neuronal calcium-sensing protein involved in vision adaptation, and they also yielded an important insight into the mechanism of its calcium-induced myristoyl switch. In addition, we examined the biological role of cholesterol oxidation and compared two methods of representing transmembrane voltage in molecular dynamics simulations.
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Intermolecular interactions in proteins
Kysilka, Jiří ; Vondrášek, Jiří (advisor) ; Ettrich, Rüdiger (referee) ; Banáš, Pavel (referee)
Intermolecular Interactions in Proteins - Abstract Mgr. Jiří Kysilka Non-covalent interactions are responsible for the protein folding and the molecular recognition during the protein interaction with other molecules, including various ligands, other proteins and solvent molecules. In order to understand these processes, exhibited by protein molecules, a proper description of non-covalent interactions is needful. Most methods that are computationally available for the systems of biological interest have difficulties handling with the dispersion term. In this thesis, a density functional theory / coupled clusters (DFT/CC) correction scheme is utilized for a set of small molecules, interacting with a graphitic surface. The results serve as a benchmark for the interaction of the functional groups of proteins with hydrophobic environment. In the following part of this thesis, the role of non-covalent interactions in proteins was studied for the processes of protein-protein interaction and protein hydration. Interaction interfaces has been localized in a set of 69 protein dimers and their composition has been characterized. Interfaces has been shown to prefer branched-chain hydrophobic amino acids (Ile, Leu, Val), aromatic amino acids (Phe, Tyr) and exclude the charged amino acids except of Arg. It was...
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Computer modelling of biomolecules - potential chemoterapeutics
Maláč, Kamil ; Barvík, Ivan (advisor) ; Jungwirth, Pavel (referee) ; Ettrich, Rüdiger (referee)
Classical molecular dynamics simulations were applied on complexes of RNA-dependent RNA-polymerase, Ribonuclease H, Argonaute and Ribonuclease L with chemically modified nucleic acids, which are studied as potential chemotherapeutic agents. Powerful graphics processing units, through which these molecular dynamics simulations were performed, enabled to acquire trajectory length from hundreds of nanoseconds to one microsecond. Molecular dynamics simulations allowed capture differences in binding of various modified nucleic acids to the above mentioned enzymes. These identified differences fitted well with experimental results. It opens the door for rational design of the structure of potential chemotherapeutic agents based on chemically modified nucleic acids.
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Study enantioselectivity and synthesis of β-lactam antibiotics catalyzed by penicilin G acylase: Biocatalysis and in-silico experiments
Grulich, Michal ; Kyslík, Pavel (advisor) ; Kotík, Michal (referee) ; Ettrich, Rüdiger (referee)
11 Abstract Penicillin G acylases (PGAs) belong among enantioselective enzymes catalyzing a hydrolysis of stable amide bond in a broad spectrum of substrates, often having high application potential. PGAEc from Escherichia coli and PGAA from microorganism Achromobacter sp. CCM 4824 were used to catalyze enantioselective hydrolyses of seven selected N-phenylacetylated (N-PhAc) α/β-amino acid racemates. The PGAA showed higher stereoselectivity for three (S) enantiomers: N-PhAc-β-homoleucine, N-PhAc-α-tert- leucine and N-PhAc-β-leucine. We have constructed a homology model of PGAA that was used in molecular docking experiments with the same substrates. In-silico experiments reproduced the data from experimental enzymatic resolutions confirming validity of employed modeling protocol. We employed this protocol to evaluate enantiopreference of PGAA towards seven new substrates with application potential. For five of them, high enantioselectivity of PGAA was predicted for. PGAA was further studied in kinetically controlled syntheses of β-lactam antibiotics (SSBA). The PGAA was significantly more efficient at synthese of ampicillin and amoxicillin (higher S/H ratio and product accumulation) compared with PGAEc . Analogously to prediction of enantioselectivity of PGAA towards new substrates this protocol was applied...
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Molecular dynamics simulations of ion channel TRPA1
Zíma, Vlastimil ; Barvík, Ivan (advisor) ; Ettrich, Rüdiger (referee) ; Martínek, Václav (referee)
Title: Molecular dynamics simulations of ion channel TRPA1 Author: Mgr. Vlastimil Zíma Institute: Institute of Physics of Charles University Supervisor: RNDr. Ivan Barvík, PhD., Institute of Physics of Charles Uni- versity Abstract: The ion channel TRPA1 is one of the members of the transient receptor potential channel family. These channels have recently been an im- portant objective of research, because they play important roles in various cellular processes and organismic mechanisms. Especially they are involved in most of the senses. We focused mainly on the TRPA1 ion channel due to its involvement in the pain sensation in humans. Because the molecular mechanisms behind the gating of this channel are not fully understood, their description is a key for a design of new analgesics targeting this channel. We used a homology modeling and molecular dynamics simulations in conjunc- tion with electrophysiological experiments to provide a valuable new insight into the channel mechanisms. We contributed by describing of a putative binding site for calcium ions. Further, many functionally important amino acids were found in the S1-S4 transmembrane domain. Keywords: voltage-gated ion channel, TRPA1 channel, molecular dynamics, homology modeling 1
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Theoretical study of ions at phase interfaces
Vrbka, Luboš ; Jungwirth, Pavel (advisor) ; Hof, Martin (referee) ; Ettrich, Rüdiger (referee)
1 ABSTRACT IN ENGIISři Abstract in English The present thesis consists of ten publicationsl-10 in international peer-reviewed journals with an extended introduction and a detailed discussion of the content of these papers. The work can be divided into three different topics, with ion behavior at interfaces being the common denominator. Namely, we focused on the following three issues: o lons at the ďr/water interface \\'e discuss the fact that certain inorganic ions can (contrary to the textbook knowl- edge) exhibit a propensity for the air/water interface. This is particularly true for large poiarizable anions, such as heavier halides, azide, or thiocyanate. Cations with aliphatic chains also show affinity to the surface, however, due to different reason - their hydrophobicity. The interplay between hydration and polarization forces in complex ionic mixtures is discussed in detail in this part of the thesis. o Ions at the ice/water interface Brine rejection from freezing salt solutions (e.g., sea water) is a very important natural phenomenon influencing the global climate. Molecular details of this process are established using molecular dynamics simulations. o lons at the protein/water interface We studied specific ion-protein interactions. First, we discuss the possible reasons behind the salt induced...
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Molecules in Cell Membranes
Timr, Štěpán ; Jungwirth, Pavel (advisor) ; Böckman, Rainer (referee) ; Ettrich, Rüdiger (referee)
Biological membranes are actively involved in a multitude of processes in living cells; therefore, a detailed characterization of their structure, dynamics, and function is essential for an understanding of living organisms at the molecular level. In this work, we made use of the high spatial and temporal resolution offered by computer simulations to investigate the behavior of several molecular species which associate with cellular membranes. Using a combination of classical molecular dynamics simulations and ab initio electronic structure calculations, we were able to characterize nonlinear optical properties of membrane- embedded fluorescent probes and thus contribute to establishing two-photon polarization microscopy as a tool of structural biology. Moreover, our molecular dynamics simulations provided an atomistic picture of the reversible membrane binding of recoverin, a neuronal calcium-sensing protein involved in vision adaptation, and they also yielded an important insight into the mechanism of its calcium-induced myristoyl switch. In addition, we examined the biological role of cholesterol oxidation and compared two methods of representing transmembrane voltage in molecular dynamics simulations.
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Study enantioselectivity and synthesis of β-lactam antibiotics catalyzed by penicilin G acylase: Biocatalysis and in-silico experiments
Grulich, Michal ; Kyslík, Pavel (advisor) ; Kotík, Michal (referee) ; Ettrich, Rüdiger (referee)
11 Abstract Penicillin G acylases (PGAs) belong among enantioselective enzymes catalyzing a hydrolysis of stable amide bond in a broad spectrum of substrates, often having high application potential. PGAEc from Escherichia coli and PGAA from microorganism Achromobacter sp. CCM 4824 were used to catalyze enantioselective hydrolyses of seven selected N-phenylacetylated (N-PhAc) α/β-amino acid racemates. The PGAA showed higher stereoselectivity for three (S) enantiomers: N-PhAc-β-homoleucine, N-PhAc-α-tert- leucine and N-PhAc-β-leucine. We have constructed a homology model of PGAA that was used in molecular docking experiments with the same substrates. In-silico experiments reproduced the data from experimental enzymatic resolutions confirming validity of employed modeling protocol. We employed this protocol to evaluate enantiopreference of PGAA towards seven new substrates with application potential. For five of them, high enantioselectivity of PGAA was predicted for. PGAA was further studied in kinetically controlled syntheses of β-lactam antibiotics (SSBA). The PGAA was significantly more efficient at synthese of ampicillin and amoxicillin (higher S/H ratio and product accumulation) compared with PGAEc . Analogously to prediction of enantioselectivity of PGAA towards new substrates this protocol was applied...
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Quantum Chemical Approach for In Silico Drug Design
Pecina, Adam ; Hobza, Pavel (advisor) ; Kabeláč, Martin (referee) ; Ettrich, Rüdiger (referee)
Computational approaches have become an established and valuable component of pharmaceutical research. Computer-aided drug design aims to reduce the time and cost of the drug development and also to bring deeper insight into the inhibitor binding to its target. The complexity of biological systems together with a need of proper description of non-covalent interactions involved in molecular recognition challenges the accuracy of commonly used molecular mechanical methods (MM). There is on the other side a growing interest of utilizing quantum mechanical (QM) methods in several stages of drug design thanks to increased computational resources. This doctoral thesis's topic is the QM-based methodology for the reliable treatement of intermolecular interactions. It consists of eight original publications devided into three topics and an accompanying text that aims to emphasize selected outcomes of the work. Firstly, the nature of nonclassical non-covalent interactions - so called σ-hole bonding - is studied by high-level QM methods. The strength and origin of halogen-, chalcogen- and pnicogen bonded model systems in extended datasets are accurately explored by coupled cluster QM method (CCSD(T)/CBS) and symmetry adapted perturbation theory (SAPT). The second part is devoted to three pharmaceutically...
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Impact of the glycine-rich loop on the function of processing peptidases of the mitochondrial type
Kučera, Tomáš ; Janata, Jiří (advisor) ; Bařinka, Cyril (referee) ; Ettrich, Rüdiger (referee)
The majority of the mitochondrial proteins is synthetized on the cytosolic ribosomes in the form of the protein precursors bearing mitochondrion-targeting signal presequences. Once the protein precursor has reached the mitochondrial matrix the signal presequence is no longer necessary and is cleaved off by heterodimeric mitochondrial processing peptidase (MPP; α/β). Although the crystal structure of MPP is available, the MPP mechanism of function is still matter of discussion. An all atomic, non-restrained molecular dynamics (MD) simulation in explicit water was used to study in detail the structural features of the highly conserved glycine-rich loop (GRL) of the regulatory α-subunit of the yeast MPP. Wild-type and GRL-deleted MPP structures were studied both in the presence and absence of a substrate in the peptidase active site. Targeted MD simulations were employed to study the mechanism of substrate translocation from the GRL to the peptidase active site. We demonstrate that the natural conformational flexibility of the GRL is crucial for the substrate translocation process from outside the enzyme towards the MPP active site. We show that the α-helical conformation of the substrate is important not only during its initial interaction with MPP (i.e. substrate recognition), but also later, at...
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