Molecular dynamics simulations of PPI dendrimer-drug complexes

Dendrimeric nanoparticles are potential drug delivery devices which can enhance the solubility of hydrophobic drugs, thus increasing their bioavailability and sustained release action. A quantitative understanding of the dendrimer-drug interactions can give valuable insight into the solubility and release profile of hydrophobic drug molecules in various solvent conditions. Fully atomistic molecular dynamics (MD) simulations have been performed to study the interactions of G5 PPIEDA (G5 ethylenediamine cored poly(propylene imine)) dendrimer and two well known drugs (Famotidine and Indomethacin) at different pH conditions. The study suggested that at low pH the dendrimer-drug complexes are thermodynamically unstable as compared to neutral and high pH conditions. Calculated Potential of Mean Force (PMF) by umbrella sampling showed that the release of drugs from the dendrimer at low pH is spontaneous, median release at neutral pH and slow release at high pH. In addition, Molecular Mechanics Poisson-Boltzmann Surface Area (MM-PBSA) binding free energy calculations were also performed at each umbrella sampling window to identify the various energy contributions. To understand the effect of dendrimer chemistry and topology on the solubility and release profile of drugs, this study is extended to explore the solubility and release profile of phenylbutazone drug complexed with G3 poly(amidoamine) and G4 diaminobutane cored PPI dendrimers. The results indicate that the pH-induced conformational changes in dendrimer, ionization states, dendrimer type and pK(a) of the guest molecules influence the free energy barrier and stability of complexation, and thus regulate drug loading, solubility and release.

Ligand 5,10,15,20-Tetra(N-methyl-4-pyridyl)porphine (TMPyP4) Prefers the Parallel Propeller-Type Human Telomeric G-Quadruplex DNA over Its Other Polymorphs

The binding of ligand 5,10,15,20-tetra(N-methyl-4-pyridyl)porphine (TMPyP4) with telomeric and genomic G-quadruplex DNA has been extensively studied. However, a comparative study of interactions of TMPyP4 with different conformations of human telomeric G-quadruplex DNA, namely, parallel propeller-type (PP), antiparallel basket-type (AB), and mixed hybrid-type (MH) G-quadruplex DNA, has not been done. We considered all the possible binding sites in each of the G-quadruplex DNA structures and docked TMPyP4 to each one of them. The resultant most potent sites for binding were analyzed from the mean binding free energy of the complexes. Molecular dynamics simulations were then carried out, and analysis of the binding free energy of the TMPyP4-G-quadruplex complex showed that the binding of TMPyP4 with parallel propeller-type G-quadruplex DNA is preferred over the other two G-quadruplex DNA conformations. The results obtained from the change in solvent excluded surface area (SESA) and solvent accessible surface area (SASA) also support the more pronounced binding of the ligand with the parallel propeller-type G-quadruplex DNA.

Molecular docking and 3D-QSAR study of pyranmycin derivatives against 16S rRNA A site

To understand pharmacophore properties of pyranmycin derivatives and to design novel inhibitors of 16S rRNA A site, comparative molecular field analysis (CoMFA) approach was applied to analyze three-dimensional quantitative structure-activity relationship (3D-QSAR) of 17 compounds. AutoDock 3.0.5 program was employed to locate the orientations and conformations of the inhibitors interacting with 16S rRNA A site. The interaction mode was demonstrated in the aspects of inhibitor conformation, hydrogen bonding and electrostatic interaction. Similar binding conformations of these inhibitors and good correlations between the calculated binding free energies and experimental biological activities suggest that the binding conformations of these inhibitors derived from docking procedure were reasonable. Robust and predictive 3D-QSAR model was obtained by CoMFA with q(2) values of 0.723 and 0.993 for cross-validated and noncross-validated, respectively. The 3D-QSAR model built here will provide clear guidelines for novel inhibitors design based on the Pyranmycin derivatives against 16S rRNA A site. (c) 2005 Elsevier B.V. All rights reserved.

Quantifying intrinsic specificity: A potential complement to affinity in drug screening

We report here the investigation of a novel description of specificity in protein-ligand binding based on energy landscape theory. We define a new term, intrinsic specificity ratio (ISR), which describes the level of discrimination in binding free energies of the native basin for a protein-ligand complex from the weaker binding states of the same ligand. We discuss the relationship between the intrinsic specificity we defined here and the conventional definition of specificity. In a docking study of molecules with the enzyme COX-2, we demonstrate a statistical correspondence between ISR value and geometrical shapes of the small molecules binding to COX-2. We further observe that the known selective (nonselective) inhibitors of COX-2 have higher (lower) ISR values. We suggest that intrinsic specificity ratio may be a useful new criterion and a complement to affinity in drug screening and in searching for potential drug lead compounds.

Triplex selective 2-(2-naphthyl)quinoline compounds: Origins of affinity and new design principles

A novel competition dialysis assay was used to investigate the structural selectivity of a series of substituted 2-(2-naphthyl)quinoline compounds designed to target triplex DNA. The interaction of 14 compounds with 13 different nucleic acid sequences and structures was studied. A striking selectivity for the triplex structure poly dA:[poly dT](2) was found for the majority of compounds studied. Quantitative analysis of the competition dialysis binding data using newly developed metrics revealed that these compounds are among the most selective triplex-binding agents synthesized to date. A quantitative structure-affinity relationship (QSAR) was derived using triplex binding data for all 14 compounds used in these studies. The QSAR revealed that the primary favorable determinant of triplex binding free energy is the solvent accessible surface area. Triplex binding affinity is negatively correlated with compound electron affinity and the number of hydrogen bond donors. The QSAR provides guidelines for the design of improved triplex-binding agents.

Estudo de receptores sintéticos no reconhecimento molecular de substratos aniónicos e iões metálicos

O trabalho descrito insere-se no âmbito da Química Supramolecular e consistiu no desenvolvimento de receptores artificiais, na forma protonada ou complexada, para o reconhecimento molecular de substratos aniónicos derivados de ácidos carboxílicos incluindo os herbicidas PMG2-, ATCP- e 2,4-D-. Foram investigadas duas séries de aniões, uma alifática (ox2-, mal2-, suc2-, glu2-, adip2-, cit3- e cta3-) e outra aromática (bzc-, naphc-, anthc-, pyrc-, ph2-, iph2-, tph2-, btc3-, dihyac2-, 4,4-dibzc2-, 3-nitrobzc- e 4-nitrobzc-). Foram sintetizados sete novos ligandos macrocíclicos simétricos constituídos por anéis aromáticos piridina ou fenantrolina ligados por cadeias de poliaminas saturadas. O comportamento ácido-base destes macrociclos foi investigado em solução aquosa e as constantes de protonação correspondentes determinadas por métodos potenciométricos e de RMN de 1H. As propriedades de complexação destes ligandos com os iões metálicos Ni2+, Cu2+, Zn2+, Cd2+ e Pb2+ foram também estudadas por métodos potenciométricos nas mesmas condições experimentais, tendo revelado que os macrociclos de dimensão média são capazes de acomodar um ou dois iões metálicos. O complexo dinuclear de Cu(II) derivado do macrociclo com dois grupos piridina foi utilizado como receptor de aniões carboxilato originando complexos ternários. Todos os complexos foram caracterizados em solução por espectroscopias de UV/vis/IVpróx e de RMN. As espécies paramagnéticas foram também caracterizadas por espectroscopia de RPE. A formação de espécies ternárias foi ainda investigada por espectrometria de massa ESI-MS e ESI-MS/MS. As estruturas cristalinas de alguns dos complexos foram determinadas por difracção de raios-X. As formas protonadas dos macrociclos foram utilizadas como receptores de uma grande variedade de aniões carboxilato. O reconhecimento molecular entre os receptores e os substratos aniónicos foi investigado em solução por métodos potenciométricos e de espectroscopia de RMN com determinação das constantes de associação. Os agregados supramoleculares foram caracterizados no estado sólido por difracção de raios-X. Finalmente as associações supramoleculares foram estudadas em solução por métodos de dinâmica molecular com determinação dos termos entrópicos e entálpicos das energias livres de ligação. Em resumo, nesta tese apresentam-se os resultados de estudos realizados com duas famílias de macrociclos: desde a síntese dos compostos, passando por estudos em solução e finalizando com simulação molecular. Este estudo sistemático através da conjugação de metodologias complementares permitiu caracterizar ao nível macroscópico e microscópico as associações moleculares.

Structural modeling of high-affinity thyroid receptor-ligand complexes

Understanding the molecular basis of the binding modes of natural and synthetic ligands to nuclear receptors is fundamental to our comprehension of the activation mechanism of this important class of hormone regulated transcription factors and to the development of new ligands. Thyroid hormone receptors (TR) are particularly important targets for pharmaceuticals development because TRs are associated with the regulation of metabolic rates, body weight, and circulating levels of cholesterol and triglycerides in humans. While several high-affinity ligands are known, structural information is only partially available. In this work we obtain structural models of several TR-ligand complexes with unknown structure by docking high affinity ligands to the receptors` ligand binding domain with subsequent relaxation by molecular dynamics simulations. The binding modes of these ligands are discussed providing novel insights into the development of TR ligands. The experimental binding free energies are reasonably well-reproduced from the proposed models using a simple linear interaction energy free-energy calculation scheme.

Elektrochemisch gesteuerte zeitaufgelöste Infrarotspektroskopie an Redox-Membranproteinen in einer biomimetischen Membran-Architektur

Das Protein Cytochrom c Oxidase (CcO) ist ein Enzym der mitochondrialen Atmungskette. Als letzter Komplex (Komplex IV) einer Elektronentransportkette katalysiert sie die Reduktion von molekularem Sauerstoff zu Wasser. Hierbei werden Elektronen von Cytochrom c (Cc) in das Enzym geleitet. Die durch den Redoxprozess freiwerdende freie Enthalpie wird dazu genutzt, einen Protonengradienten über die innere Mitochondrien-Membran aufzubauen. Die zurückwandernden Protonen treiben in der ATP-Synthase die Produktion von Adenosintriphosphat (ATP) an, dem universellen Energieträger in lebenden Organismen. Gegenstand dieser Dissertation sind zeitaufgelöste ATR-FTIR-Messungen des direkten Elektronentransfers in die CcO. Das Protein wird hierzu orientiert auf einer Goldelektrode immobilisiert und in eine künstliche Membran rekonstituiert (Protein-tethered Bilayer Lipid Membrane, ptBLM). Das ptBLM-System wird hinsichtlich einer möglichst hohen Protein-Aktivität optimiert. Elektronen werden durch elektrochemische Anregung von der Elektrode in die CcO injiziert. Die Goldoberfläche wird auf die reflektierende Oberfläche eines Silizium-ATR-Kristalls aufgebracht. Durch die Präparation einer rauen Oberfläche (RMS-Rauigkeit ca. 5 nm) wird eine Verstärkung der IR-Absorption erreicht. Die mit den Ladungstransferprozessen einhergehenden Konformationsänderungen der die Redoxzentren umgebenden Gruppen (CONH-Gerüst und Aminosäure-Seitenketten) können durch Infrarot-Spektroskopie nachgewiesen werden. Phasensensitive Detektion (PSD) wird zur Rauschminderung eingesetzt, um Geschwindigkeitskonstanten für die Redox-Übergänge zu bestimmen. Im Bereich der Amid-I-Bande werden etliche Peaks identifiziert, die sich mit dem Redoxzustand des Proteins ändern. Für das CuA-Zentrum, welches als erstes der vier Redoxzentren der CcO reduziert wird, wird die schnellste Geschwindigkeitskonstante ks=4870/s ermittelt. Für das Häm a3-Zentrum wird eine Geschwindigkeitskonstante von ks=13,8/s ermittelt. Die Ergebnisse sind konsistent zu elektrochemischen und Raman-Spektroskopie-Experimenten, welche ebenfalls in unserer Gruppe durchgeführt wurden. Weitere Themen dieser Dissertation sind der Nachweis der Anwendbarkeit des ptBLM-Systems für andere Membranproteine (Beispiel: bakterielles photosynthetisches Reaktionszentrum) und der Einsatz des ATR-FTIR-Setups für verschiedene künstliche Membransysteme (Aktivitätsnachweis des OR5-Geruchsrezeptors in einer peptidgestützten Membran, Eigenschaften eines Oligoethylenglycol-Spacers).

Bioinformatische Identifizierung und Charakterisierung von Zyklin-abhängigen Kinasen und Zyklinen des Parasiten Eimeria tenella und deren Nutzung im rationalen Wirkstoffdesign

Parasiten der Apicomplexa umfassen sowohl humanpathogene, als auch tierpathogene Protozoen. Beispiele für wichtige Vertreter human- und tierpathogener Parasiten sind Plasmodium falciparum und Eimeria tenella. E. tenella verursacht die Kokzidiose des Hühnchens, eine Darmerkrankung die weltweit für Verluste in einer geschätzten Höhe von bis zu 3 Milliarden US$ verantwortlich zeichnet. Eine prophylaktische Vakzinierung gegen diese Krankheit ist ökonomisch meist ineffizient, und eine Behandlung mit Kokzidiostatika wird durch häufige Resistenzbildung gegen bekannte Wirkstoffe erschwert. Diese Situation erfordert die Entwicklung neuer kostengünstiger Alternativen. Geeignete Zielproteine für die Entwicklung neuartiger Arzneistoffe zur Behandlung der Kokzidiose sind die Zyklin-abhängigen Kinasen (CDKs), zu denen auch die CDK-related Kinase 2 (EtCRK2) aus E. tenella gehört. Diese Proteine sind maßgeblich an der Regulation des Zellzyklus beteiligt. Durch chemische Validierung mit dem CDK Inhibitor Flavopiridol konnte nachgewiesen werden, dass ein Funktionsverlust von CDKs in E. tenella die Vermehrung des Parasiten in Zellkultur inhibiert. E. tenella CDKs sind daher als Zielproteine für die Entwicklung einer Chemotherapie der Kokzidiose geeignet. Mittels bioinformatischer Tiefenanalysen sollten CDK Proteine im Parasiten E. tenella identifiziert werden. Das Genom von E. tenella liegt in Rohfassung vor [ftp://ftp.sanger.ac.uk]. Jedoch waren zum Zeitpunkt dieser Arbeiten viele Sequenzen des Genoms noch nicht annotiert. Homologe CDK Proteine von E. tenella konnten durch den Vergleich von Sequenzinformationen mit anderen Organismen der Apicomplexa identifiziert und analysiert werden. Durch diese Analysen konnten neben der bereits bekannten EtCRK2, drei weitere, bislang nicht annotierte CDKs in E. tenella identifiziert werden (EtCRK1, EtCRK3 sowie EtMRK). Darüber hinaus wurde eine Analyse der entsprechenden Zykline – der Aktivatoren der CDKs – bezüglich Funktion und Struktur, sowie eine Datenbanksuche nach bisher nicht beschriebenen Zyklinen in E. tenella durchgeführt. Diese Suchen ergaben vier neue potentielle Zykline für E. tenella, wovon EtCYC3a als Aktivator der EtCRK2 von María L. Suárez Fernández (Intervet Innovation GmbH, Schwabenheim) bestätigt werden konnte. Sequenzvergleiche lassen vermuten, dass auch EtCYC1 und EtCYC3b in der Lage sind, EtCRK2 zu aktivieren. Außerdem ist anzunehmen, dass EtCYC4 als Aktivator der EtCRK1 fungiert. Ein weiterer Schwerpunkt der vorliegenden Arbeit war die Suche und Optimierung nach neuen Inhibitoren von CDKs aus E. tenella. In vorangegangenen Arbeiten konnten bereits Inhibitoren der EtCRK2 gefunden werden [BEYER, 2007]. Mittels Substruktur- und Ähnlichkeitssuchen konnten im Rahmen dieser Arbeit weitere Inhibitoren der EtCRK2 identifiziert werden. Vier dieser Strukturklassen erfüllen die Kriterien einer Leitstruktur. Eine dieser Leitstrukturen gehört zur Strukturklasse der Benzimidazol-Carbonitrile und ist bislang nicht als Inhibitor anderer Kinasen beschrieben. Diese neu identifizierte Leitstruktur konnte in silico weiter optimiert werden. Im Rahmen dieser Arbeit wurden Bindungsenergien von Vertretern dieser Strukturklasse berechnet, um einen wahrscheinlichen Bindemodus vorherzusagen. Für die weiterführende in silico Optimierung wurde eine virtuelle kombinatorische Substanzbibliothek dieser Klasse erstellt. Die Auswahl geeigneter Verbindungen für eine chemische Synthese erfolgte durch molekulares Docking unter Nutzung von Homologiemodellen der EtCRK2. Darüber hinaus wurde ein in silico Screening nach potentiellen Inhibitoren der PfMRK und EtMRK durchgeführt. Dabei konnten weitere interessante virtuelle Hit-Strukturen aus einer Substanzdatenbank kommerziell erhältlicher Verbindungen gefunden werden. Durch dieses virtuelle Screening konnten jeweils sieben Verbindungen als virtuelle Hits der PfMRK sowie der EtMRK identifiziert werden. Die Häufung von Strukturklassen mit bekannter CDK Aktivität deutet darauf hin, dass während des virtuellen Screenings eine Anreicherung von CDK Inhibitoren stattgefunden hat. Diese Ergebnisse lassen auf eine Weiterentwicklung neuer Wirkstoffe gegen Kokzidiose und Malaria hoffen.

Engineering Tocopherol Selectivity in alpha-TTP: A Combined In Vitro/In Silico Study

"We present a combined in vitro/in silico study to determine the molecular origin of the selectivity of a-tocopherol transfer" "protein (a-TTP) towards a-tocopherol. Molecular dynamics simulations combined to free energy perturbation calculations predict a binding free energy for a-tocopherol to a-TTP 8.26+2.13 kcal mol{1 lower than that of c-tocopherol. Our calculations show that c-tocopherol binds to a-TTP in a significantly distorted geometry as compared to that of the natural ligand. Variations in the hydration of the binding pocket and in the protein structure are found as well. We propose a mutation, A156L, which significantly modifies the selectivity properties of a-TTP towards the two tocopherols. In particular, our simulations predict that A156L binds preferentially to c-tocopherol, with striking structural similarities to the wild-type- a-tocopherol complex. The affinity properties are confirmed by differential scanning fluorimetry as well as in vitro competitive binding assays. Our data indicate that residue A156 is at a critical position for determination of the selectivity of a-TTP. The engineering of TTP mutants with modulating binding properties can have potential impact at industrial level for easier purification of single tocopherols from vitamin E mixtures coming from natural oils or synthetic processes. Moreover," "the identification of a c-tocopherol selective TTP offers the possibility to challenge the hypotheses for the evolutionary development of a mechanism for a-tocopherol selection in omnivorous animals."

Synthetic peptides corresponding to a repetitive sequence of malarial histidine rich protein bind haem and inhibit haemozoin formation in vitro

Synthetic peptides containing a repetitive hexapeptide sequence (Ala-His-His-Ala-Ala-Asp) of malarial histidine-rich protein II were evaluated for binding with haem in vitro. The pattern of haem binding suggested that each repeat unit of this sequence provides one binding site for haem. Chloroquine inhibited the haem-peptide complex formation with preferential formation of a haem chloroquine complex. In vitro studies on haem polymerisation showed that none of the peptides could initiate haemozoin formation. However, they could inhibit haemozoin formation promoted by a malarial parasite extract, possibly by competitively binding free haem. These results indicate this hexapeptide sequence represents the haem binding site of the malarial histidine-rich protein and possibly the site of nucleation for haem polymerisation.

Hybridization of single-stranded DNA targets to immobilized complementary DNA probes: comparison of hairpin versus linear capture probes

A microtiter-based assay system is described in which DNA hairpin probes with dangling ends and single-stranded, linear DNA probes were immobilized and compared based on their ability to capture single-strand target DNA. Hairpin probes consisted of a 16 bp duplex stem, linked by a T2-biotin·dT-T2 loop. The third base was a biotinylated uracil (UB) necessary for coupling to avidin coated microtiter wells. The capture region of the hairpin was a 3′ dangling end composed of either 16 or 32 bases. Fundamental parameters of the system, such as probe density and avidin adsorption capacity of the plates were characterized. The target DNA consisted of 65 bases whose 3′ end was complementary to the dangling end of the hairpin or to the linear probe sequence. The assay system was employed to measure the time dependence and thermodynamic stability of target hybridization with hairpin and linear probes. Target molecules were labeled with either a 5′-FITC, or radiolabeled with [γ-33P]ATP and captured by either linear or hairpin probes affixed to the solid support. Over the range of target concentrations from 10 to 640 pmol hybridization rates increased with increasing target concentration, but varied for the different probes examined. Hairpin probes displayed higher rates of hybridization and larger equilibrium amounts of captured targets than linear probes. At 25 and 45°C, rates of hybridization were better than twice as great for the hairpin compared with the linear capture probes. Hairpin–target complexes were also more thermodynamically stable. Binding free energies were evaluated from the observed equilibrium constants for complex formation. Results showed the order of stability of the probes to be: hairpins with 32 base dangling ends > hairpin probes with l6 base dangling ends > 16 base linear probes > 32 base linear probes. The physical characteristics of hairpins could offer substantial advantages as nucleic acid capture moieties in solid support based hybridization systems.

On the magnitude of the electrostatic contribution to ligand-DNA interactions.

A model based on the nonlinear Poisson-Boltzmann equation is used to study the electrostatic contribution to the binding free energy of a simple intercalating ligand, 3,8-diamino-6-phenylphenanthridine, to DNA. We find that the nonlinear Poisson-Boltzmann model accurately describes both the absolute magnitude of the pKa shift of 3,8-diamino-6-phenylphenanthridine observed upon intercalation and its variation with bulk salt concentration. Since the pKa shift is directly related to the total electrostatic binding free energy of the charged and neutral forms of the ligand, the accuracy of the calculations implies that the electrostatic contributions to binding are accurately predicted as well. Based on our results, we have developed a general physical description of the electrostatic contribution to ligand-DNA binding in which the electrostatic binding free energy is described as a balance between the coulombic attraction of a ligand to DNA and the disruption of solvent upon binding. Long-range coulombic forces associated with highly charged nucleic acids provide a strong driving force for the interaction of cationic ligands with DNA. These favorable electrostatic interactions are, however, largely compensated for by unfavorable changes in the solvation of both the ligand and the DNA upon binding. The formation of a ligand-DNA complex removes both charged and polar groups at the binding interface from pure solvent while it displaces salt from around the nucleic acid. As a result, the total electrostatic binding free energy is quite small. Consequently, nonpolar interactions, such as tight packing and hydrophobic forces, must play a significant role in ligand-DNA stability.

Mapping Binary Liquid-Vapor or Liquid-Liquid-Vapor Equilibria Regions, including the Different Azeotropic Behaviours, as a Function of the NRTL Binary Parameters

13th Mediterranean Congress of Chemical Engineering (Sociedad Española de Química Industrial e Ingeniería Química, Fira Barcelona, Expoquimia), Barcelona, September 30-October 3, 2014

Structure, dynamics, and energetics of siRNA-cationic vector complexation:a molecular dynamics study

The design and synthesis of safe and efficient nonviral vectors for gene delivery has attracted significant attention in recent years. Previous experiments have revealed that the charge density of a polycation (the carrier) plays a crucial role in complexation and the release of the gene from the complex in the cytosol. In this work, we adopt an atomistic molecular dynamics simulation approach to study the complexation of short strand duplex RNA with six cationic carrier systems of varying charge and surface topology. The simulations reveal detailed molecular-level pictures of the structures and dynamics of the RNA-polycation complexes. Estimates for the binding free energy indicate that electrostatic contributions are dominant followed by van der Waals interactions. The binding free energy between the 8(+)polymers and the RNA is found to be larger than that of the 4(+)polymers, in general agreement with previously published data. Because reliable binding free energies provide an effective index of the ability of the polycationic carrier to bind the nucleic acid and also carry implications for the process of gene release within the cytosol, these novel simulations have the potential to provide us with a much better understanding of key mechanistic aspects of gene-polycation complexation and thereby advance the rational design of nonviral gene delivery systems.