Computational Methods in Biophysics and Medicinal Chemistry: Applications and Challenges

In this thesis I described the theory and application of several computational methods in solving medicinal chemistry and biophysical tasks. I pointed out to the valuable information which could be achieved by means of computer simulations and to the possibility to predict the outcome of traditional experiments. Nowadays, computer represents an invaluable tool for chemists. In particular, the main topics of my research consisted in the development of an automated docking protocol for the voltage-gated hERG potassium channel blockers, and the investigation of the catalytic mechanism of the human peptidyl-prolyl cis-trans isomerase Pin1.

Use of isotopes for studying nitrogen processes in a wetland within the Venice Lagoon watershed

The present study is based on the use of isotopes for evaluating the efficiency of nutrients removal of a wetland, in particular nitrogen and nitrates, also between the different habitats present in the wetland. Nutrients like nitrogen and phosphorus, normally distributed as fertilizers, are among the principal causes of diffuse pollution. This is particularly important in the Adriatic Sea, which is frequently subjected to eutrophication phenomena. So it is very crucial requalification of wetland, in which there are naturally depurative processes such as denitrification and plant uptake, which allow the reduction of pollutant loads that flow in water bodies. In this study nutrient reduction is analyzed in the wetland of the Comuna drain, which waters flow in the Venice lagoon. Chemical and isotopical analyses were performed on samples of water, vegetation, soil and sediments taken in the wetlands of the Comuna drain in four different periods of the year and on data of nitrogen and phosphorus concentration obtained by the LASA of the University of Padova. Values of total nitrogen and nitrates were obtained in order to evaluate the reduction within the different systems of the wetland. Instead, the isotopic values of nitrogen and carbon were used to evaluate which process influence more nitrogen reduction and to understand the origin of the nutrient, if it is from fertilizers, waste water or sewage. To conclude, the most important process in the wetland of the Comuna drain is plant uptake, in facts the bigger percentage of nitrogen reduction was in the period of vegetative growth. So it is important the study of isotopes in plant tissues and water residence time, whose increase would allow a greater reduction of nutrients.

Physical land degradation and loss of soil fertility: soil structural stability and bio-physical indicators

This study investigates the changes in soil fertility due to the different aggregate breakdown mechanisms and it analyses their relationships in different soil-plant systems, using physical aggregates behavior and organic matter (OM) changes as indicators. Three case studies were investigated: i) an organic agricultural soil, where a combined method, aimed to couple aggregate stability to nutrients loss, were tested; ii) a soil biosequence, where OM chemical characterisation and fractionation of aggregates on the basis of their physical behaviour were coupled and iii) a soils sequence in different phytoclimatic conditions, where isotopic C signature of separated aggregates was analysed. In agricultural soils the proposed combined method allows to identify that the severity of aggregate breakdown affected the quantity of nutrients lost more than nutrients availability, and that P, K and Mg were the most susceptible elements to water abrasion, while C and N were mainly susceptible to wetting. In the studied Chestnut-Douglas fir biosequence, OM chemical properties affected the relative importance of OM direct and indirect mechanisms (i.e., organic and organic-metallic cements, respectively) involved in aggregate stability and nutrient losses: under Douglas fir, high presence of carboxylate groups enhanced OM-metal interactions and stabilised aggregates; whereas under Chestnut, OM directly acted and fresh, more C-rich OM was preserved. OM direct mechanism seemed to be more efficient in C preservation in aggregates. The 13C natural abundance approach showed that, according to phytoclimatic conditions, stable macroaggregates can form both around partially decomposed OM and by organic-mineral interactions. In topsoils, aggregate resistance enhanced 13C-rich OM preservation, but in subsoils C preservation was due to other mechanisms, likely OM-mineral interactions. The proposed combined approach seems to be useful in the understanding of C and nutrients fate relates to water stresses, and in future research it could provide new insights into the complexity of soil biophysical processes.

Uptake mechanism, intracellular trafficking and endo-lysosomal pH monitoring of polystyrene nanoparticles

What is the intracellular fate of nanoparticles (NPs) taken up by the cells? This question has been investigated for polystyrene NPs of different sizes with a set of molecular biological and biophysical techniques.rnTwo sets of fluorescent NPs, cationic and non-ionic, were synthesized with three different polymerization techniques. Non-ionic particles (132 – 846 nm) were synthesized with dispersion polymerization in an ethanol/water solution. Cationic NPs with 120 nm were synthesized by miniemulsion polymerization Particles with 208, 267 and 603 nm were produced by seeding the 120 nm particle obtained by miniemulsion polymerization with drop-wise added monomer and polymerization of such. The colloidal characterization of all particles showed a comparable amount of the surface groups. In addition, particles were characterized with regard to their size, morphology, solid content, amount of incorporated fluorescent dye and zeta potential. The fluorescent intensities of all particles were measured by fluorescence spectroscopy for calibration in further cellular experiments. rnThe uptake of the NPs to HeLa cells after 1 – 24 h revealed a much higher uptake of cationic NPs in comparison to non-ionic NPs. If the same amount of NPs with different sizes is introduced to the cell, a different amount of particles is present in the cell medium, which complicates a comparison of the uptake. The same conclusion is valid for the particles’ overall surface area. Therefore, HeLa cells were incubated with the same concentration, amount and surface area of NPs. It was found that with the same concentration always the same polymer amount is taking up by cells. However, the amount of particles taken up decreases for the biggest. A correlation to the surface area could not be found. We conclude that particles are endocytosed by an excavator-shovel like mechanism, which does not distinguish between different sizes, but is only dependent on the volume that is taken up. For the decreased amount of large particles, an overload of this mechanism was assumed, which leads to a decrease in the uptake. rnThe participation of specific endocytotic processes has been determined by the use of pharmacological inhibitors, immunocytological staining and immunofluorescence. The uptake of NPs into the endo-lysosomal machinery is dominated by a caveolin-mediated endocytosis. Other pathways, which include macropinocytosis and a dynamin-dependent mechanism but exclude clathrin mediated endocytosis, also occur as competing processes. All particles can be found to some extent in early endosomes, but only bigger particles were proven to localize in late endosomes. No particles were found in lysosomes; at least not in lysosomes that are labeled with Lamp1 and cathepsin D. However, based on the character of the performed experiment, a localization of particles in lysosomes cannot be excluded.rnDuring their ripening process, vesicles undergo a gradual acidification from early over late endosomes to lysosomes. It is hypothesized that NPs in endo-lysosomal compartments experience the same change in pH value. To probe the environmental pH of NPs after endocytosis, the pH-sensitive dye SNARF-4F was grafted onto amino functionalized polystyrene NPs. The pH value is a ratio function of the two emission wavelengths of the protonated and deprotonated form of the dye and is hence independent of concentration changes. The particles were synthesized by the aforementioned miniemulsion polymerization with the addition of the amino functionalized copolymer AEMH. The immobilization of SNARF-4F was performed by an EDC-coupling reaction. The amount of physically adsorbed dye in comparison to covalently bonded dye was 15% as determined by precipitation of the NPs in methanol, which is a very good solvent for SNARF-4F. To determine influences of cellular proteins on the fluorescence properties, a intracellular calibration fit was established with platereader measurements and cLSM imaging by the cell-penetrable SNARF-4F AM ester. Ionophores equilibrated the extracellular and intracellular pH.rnSNARF-4F NPs were taken up well by HeLa cells and showed no toxic effects. The pH environment of SNARF-4F NPs has been qualitatively imaged as a movie over a time period up to 1 h in pseudo-colors by a self-written automated batch program. Quantification revealed an acidification process until pH value of 4.5 over 24 h, which is much slower than the transport of nutrients to lysosomes. NPs are present in early endosomes after min. 1 h, in late endosomes at approx. 8 h and end up in vesicles with a pH value typical for lysosomes after > 24 h. We therefore assume that NPs bear a unique endocytotic mechanism, at least with regards to the kinetic involvedrn

Rationale for an adjunctive therapy with fenofibrate in pharmacoresistant nocturnal frontal lobe epilepsy (NFLE).

Nocturnal Frontal Lobe Epilepsy (NFLE) is characterized by onset during infancy or childhood with persistence in adulthood, family history of similar nocturnal episodes simulating non-REM parasomnias (sleep terrors or sleepwalking), general absence of morphological substrates, often by normal interictal electroencephalographical recordings (EEGs) during wakefulness. A family history of epilepsy may be present with Mendelian autosomal dominant inheritance has been described in some families. Recent studies indicate the involvement of neuronal nicotinic acetylcholine receptors (nAChRs) in the molecular mechanisms of NFLE. Mutations in the genes encoding for the α4 (CHRNA4) and ß2 (CHRNB2) subunits of the nAChR induce changes in the biophysical properties of nAChR, resulting generally in a “gain of function”. Preclinical studies report that activation of a nuclear receptor called type peroxisome proliferator-activated receptor (PPAR-α) by endogenous molecules or by medications (e.g. fenofibrate) reduces the activity of the nAChR and, therefore, may decrease the frequency of seizures. Thus, we hypothesize that negative modulation of nAChRs might represent a therapeutic strategy to be explored for pharmacological treatment of this form of epilepsy, which only partially responds to conventional antiepileptic drugs. In fact, carbamazepine, the current medication for NFLE, abolishes the seizures only in one third of the patients. The aim of the project is: 1)_to verify the clinical efficacy of adjunctive therapy with fenofibrate in pharmacoresistant NFLE and ADNFLE patients; focousing on the analysis of the polysomnographic action of the PPAR- agonist (fenofibrate). 2)_to demonstrate the subtended mechanism of efficacy by means of electrophysiological and behavioral experiments in an animal model of the disease: particularly, transgenic mice carrying the mutation in the nAChR 4 subunit (Chrna4S252F) homologous to that found in the humans. Given that a PPAR-α agonist, FENOFIBRATE, already clinically utilized for lipid metabolism disorders, provides a promising therapeutic avenue in the treatment of NFLE\ADNFLE.

Über den Einfluss von Melittin auf die Funktion membranständiger Proteasen der ADAM-Familie

Melittin, Hauptbestandteil des Bienengifts, ist ein kationisches Peptid, welches in der Lage ist, die biophysikalischen Eigenschaften der Zellmembran zu beeinflussen. Melittin werden unter anderem auch entzündungshemmende, schmerzlindernde, anti-rheumatische und anti-arthritische Wirkungen zugeschrieben. rnIn dieser Arbeit wurde nachgewiesen, dass Melittin die Proteolyse von ADAM10- und ADAM17-Substraten in verschiedenen Zellen stimuliert. Durch das Sheddingvon TGF-α wurde in HaCaT-Keratinozyten eine Transaktivierung des EGF-Rezeptors und eine daraus resultierende Phosphorylierung der Kinase ERK1/2 beobachtet. Die durch Melittin gesteigerte Aktivität der ADAMs ist calciumunabhängig und wird nicht durch Änderungen in der Membranfluidität verursacht. Eine Beteiligung der P2-Rezeptoren an der Melittin-induzierten ADAM-Aktivierung konnte sowohl durch Inhibition der Rezeptoren als auch durch Transfektion von HEK-Zellen mit dem P2X7-Rezeptor nachgewiesen werden. In diesen wurde nach der Behandlung mit Melittin eine Phosphorylierung von ERK1/2 beobachtet, welche durch ATPasen und P2-Rezeptor-Inhibitoren unterdrückt werden konnte. rnMit Hilfe des Kaninchenerythrozyten-Modells wurde nachgewiesen, dass eine Translokation von Phosphatidylserin von der Innen- zur Außenseite der Membran unmittelbar mit einer erhöhten ADAM-Aktivität korreliert. Sowohl durch Aktivierung des P2X7-Rezeptors als auch durch die Behandlung der Zellen mit dem Ionophor A23187 konnte ein Phosphatidylserin-Flip induziert werden. Dieser Flip führte zu einer erhöhten Aktivität von ADAM10, die durch eine gesteigerte Hämolyse und Spaltung von pVCC nachgewiesen werden konnte. Wurde der Phosphatidylserin-Flip durch Inhibitoren des P2X7-Rezeptors bzw. die Chelation von Ca2+ und Hemmung der Ionenfluxe unterdrückt, blieb auch die erhöhte ADAM-Aktivität aus. Wurde dagegen der Phosphatidylserin-Flip erst induziert und nachträglich die Inhibition des P2X7-Rezeptors bzw. die Chelation von Ca2+ und Hemmung der Ionenfluxe durchgeführt, zeigte dies keine Inhibition der ADAM-Aktivität.rnZusammenfassend zeigen diese Ergebnisse, dass eine Exposition von Phosphatidylserin auf der Außenseite der Membran in einem kausalen Zusammenhang mit einer gesteigerten ADAM-Aktivität steht.rn

Der Einfluss einer wildtypischen SOD1-Untereinheit auf Konformation und Stabilität mutanter SOD1-Heterodimere

Die Erkrankung Amyotrophe Lateralsklerose (ALS) ist gekennzeichnet durch eine progressive Degeneration der Motoneurone. Die hierdurch im Patienten hervorgerufene fortschreitende Paralyse kann von wenigen Wochen über Monate bis zu mehreren Jahren variieren. Im Durchschnitt beträgt die Krankheitsdauer 3 - 5 Jahre. Häufig führt respiratorische Insuffizienz letztendlich zum Tod des Patienten. ALS ist bis heute unheilbar. Etwa 10 % aller ALS Fälle zeigen einen familiären Hintergrund. Hiervon werden ~20 % durch Mutationen im Gen des antioxidativen Enzyms CuZnSuperoxiddismutase (SOD1) verursacht. Mehr als 150 Mutationen im Gen der SOD1 wurden bisher als Auslöser der ALS beschrieben. Durch die Mutation erlangen SOD1 Proteine zusätzliche, bisher jedoch unbekannte toxische Eigenschaften. Ein dismutaseaktives SOD1 Enzym setzt sich aus zwei SOD1 Untereinheiten zusammen. Aufgrund der autosomal dominanten Vererbung der Krankheit kann ein SOD1 Dimer im Patienten als wildtypisches Homodimer (SOD1WT‑WT), als mutantes Homodimer (SOD1mut‑mut) oder als Heterodimer (SOD1mut-WT) vorliegen. In dieser Arbeit wurden SOD1 Dimere untersucht, deren Untereinheiten kovalent miteinander verbunden waren. Es konnte gezeigt werden, dass sich die biochemischen und biophysikalischen Eigenschaften mutanter SOD1 Heterodimere von mutanten SOD1 Homodimeren mit der gleichen Mutation unterschieden. Mutante SOD1 Heterodimere wiesen eine höhere Resistenz gegen einen Abbau durch Proteinase K auf als ihre korrespondierenden Homodimere. Des Weiteren verminderte eine wildtypische Untereinheit die Interaktion der Heterodimere mit Antikörpern gegen fehlgefaltete SOD1. Die Sekundärstruktur der mutanten SOD1 Heterodimere unterschied sich hierbei nicht auffällig von der Sekundärstruktur ihrer zugehörigen Homodimere. Eine wildtypische Untereinheit verändert somit möglicherweise die Tertiärstruktur seiner kovalent gebundenen mutanten SOD1 Untereinheit und/oder die Konformation des gesamten Dimerproteins. Durch die Mutation bedingte Missfaltungen werden hierdurch reduziert, die Stabilität des Dimers gegenüber proteolytischem Abbau erhöht. Nach der Aufreinigung der Dimerproteine wies das mutanten SOD1 Heterodimer diese Eigenschaften nicht mehr auf. Ein potentieller Interaktionspartner, der eine verminderte Fehlfaltung des Heterodimers oder eine verstärkte Missfaltung des Homodimers fördert, könnte hierbei während der Aufreinigungsprozedur verlorengegangen sein. Die hier nachgewiesene Konformationsänderung könnte über einen Prionen-ähnlichen Effekt übertragen werden und die erhöhte Stabilität das mutante, toxische Protein vor Degradation schützen. Dies korreliert mit der Beobachtung früherer Studien, in denen nachgewiesen wurde, dass mutante SOD1 Heterodimere potentiell toxischer sind als ihre korrespondierenden Homodimere.

Weinproteine - Allergenität und Trubbildung

Wein ist eine komplexe Lösung bestehend aus verschiedensten Komponenten wie Alkohol, Polyphenolen, Polysacchariden, Sulfiten und auch Proteinen. Auch wenn Proteine nur in geringen Mengen im Wein enthalten sind, beeinflussen sie die Qualität maßgeblich. Hier ist zum einen deren potentielle Unverträglichkeit bis hin zur Allergie zu nennen, und zum anderen der Einfluss der Weinproteine auf die Trübung. Im Rahmen einer epidemiologischen Studie der Arbeitsgruppe Fronk/Decker wurde festgestellt, dass es in der Weinregion Mainz ein starkes Interesse gibt die Ursache einer Weinunverträglichkeit zu untersuchen. Für weiterführende Untersuchungen wurde im Rahmen meiner Arbeit das Lipid Transfer Protein (LTP), welches als einziges Allergen der Traube bekannt ist, aus Trauben und Wein in hohem Reinheitsgrad isoliert. Es konnte gezeigt werden, dass dessen Struktur bei der Weinherstellung nicht maßgeblich verändert wurde. In einer klinischen Studie mit 29 Probanden wurde die potentielle Allergenität von Weinproteinen, im Besonderen des LTPs untersucht. Allerdings konnte bei den untersuchten Probanden keine echte IgE-Antikörper-vermittelte Allergie auf das LTP nachgewiesen werden. Daher wird die Ursache der beschriebenen Unverträglichkeiten bei anderen Weininhaltsstoffen oder auch auf pollenassoziierten Kreuzreaktionen vermutet. Bei der Entstehung einer Weintrübung sind zahlreiche Inhaltstoffe beteiligt. Die Rolle der Proteine ist in diesem Zusammenhang noch nicht abschließend geklärt. In dieser Arbeit wurde die Komplexität der Proteinzusammensetzung in Abhängigkeit von Lage, Jahrgang, Rebsorte sowie Behandlungsmaßnahmen gezeigt. Hinsichtlich der Stabilisierung und Trübungsrelevanz der Weinproteine konnte mittels biochemischer, bioinformatischer und biophysikalischer Methoden gezeigt werden, dass nur ein Teil der im Wein enthaltenen Thaumatin-ähnlichen Proteine und Chitinasen an der Trubbildung beteiligt sind. Die Invertase hingegen denaturiert erst ab einer Temperatur von ca. 83 °C und aggregiert in der Trübung. Somit führt dieses Protein bei Wärmetests zu Bentonitbedarfsermittlung in diesem Temperaturbereich zu einer Überschätzung. Die Versuche zur temperaturabhängigen Aggregation von Proteinen zeigen, wie wichtig die Berücksichtigung der Umgebungsfaktoren bei der Trubbildung ist. So konnten unterschiedliche Wechselwirkungen im Puffer- und realen Weinsystem von potentiell trübungsstabilisierenden Polysacchariden mit den Weinproteinen detektiert werden. Für das Arabinogalactan beispielsweise wurde in den Versuchen im Weinsystem eine destabilisierende Wirkung gefunden, während es bei den Versuchen im Puffersystem eine positive Wirkung auf die Stabilisierung der Probe zeigte. Es zeigte sich, dass die verschiedenen Weininhaltsstoffe in einer komplexen Wechselwirkung zueinander stehen und somit eine molekulare Interpretation erschweren.

Design methods and geometric modelling of scaffolds for bone tissue engineering

Every year, thousand of surgical treatments are performed in order to fix up or completely substitute, where possible, organs or tissues affected by degenerative diseases. Patients with these kind of illnesses stay long times waiting for a donor that could replace, in a short time, the damaged organ or the tissue. The lack of biological alternates, related to conventional surgical treatments as autografts, allografts, e xenografts, led the researchers belonging to different areas to collaborate to find out innovative solutions. This research brought to a new discipline able to merge molecular biology, biomaterial, engineering, biomechanics and, recently, design and architecture knowledges. This discipline is named Tissue Engineering (TE) and it represents a step forward towards the substitutive or regenerative medicine. One of the major challenge of the TE is to design and develop, using a biomimetic approach, an artificial 3D anatomy scaffold, suitable for cells adhesion that are able to proliferate and differentiate themselves as consequence of the biological and biophysical stimulus offered by the specific tissue to be replaced. Nowadays, powerful instruments allow to perform analysis day by day more accurateand defined on patients that need more precise diagnosis and treatments.Starting from patient specific information provided by TC (Computed Tomography) microCT and MRI(Magnetic Resonance Imaging), an image-based approach can be performed in order to reconstruct the site to be replaced. With the aid of the recent Additive Manufacturing techniques that allow to print tridimensional objects with sub millimetric precision, it is now possible to practice an almost complete control of the parametrical characteristics of the scaffold: this is the way to achieve a correct cellular regeneration. In this work, we focalize the attention on a branch of TE known as Bone TE, whose the bone is main subject. Bone TE combines osteoconductive and morphological aspects of the scaffold, whose main properties are pore diameter, structure porosity and interconnectivity. The realization of the ideal values of these parameters represents the main goal of this work: here we'll a create simple and interactive biomimetic design process based on 3D CAD modeling and generative algorithmsthat provide a way to control the main properties and to create a structure morphologically similar to the cancellous bone. Two different typologies of scaffold will be compared: the first is based on Triply Periodic MinimalSurface (T.P.M.S.) whose basic crystalline geometries are nowadays used for Bone TE scaffolding; the second is based on using Voronoi's diagrams and they are more often used in the design of decorations and jewellery for their capacity to decompose and tasselate a volumetric space using an heterogeneous spatial distribution (often frequent in nature). In this work, we will show how to manipulate the main properties (pore diameter, structure porosity and interconnectivity) of the design TE oriented scaffolding using the implementation of generative algorithms: "bringing back the nature to the nature".

Cardiac sodium channel Na(v)1.5 and interacting proteins: Physiology and pathophysiology

The cardiac voltage-gated Na(+) channel Na(v)1.5 generates the cardiac Na(+) current (INa). Mutations in SCN5A, the gene encoding Na(v)1.5, have been linked to many cardiac phenotypes, including the congenital and acquired long QT syndrome, Brugada syndrome, conduction slowing, sick sinus syndrome, atrial fibrillation, and dilated cardiomyopathy. The mutations in SCN5A define a sub-group of Na(v)1.5/SCN5A-related phenotypes among cardiac genetic channelopathies. Several research groups have proposed that Na(v)1.5 may be part of multi-protein complexes composed of Na(v)1.5-interacting proteins which regulate channel expression and function. The genes encoding these regulatory proteins have also been found to be mutated in patients with inherited forms of cardiac arrhythmias. The proteins that associate with Na(v)1.5 may be classified as (1) anchoring/adaptor proteins, (2) enzymes interacting with and modifying the channel, and (3) proteins modulating the biophysical properties of Na(v)1.5 upon binding. The aim of this article is to review these Na(v)1.5 partner proteins and to discuss how they may regulate the channel's biology and function. These recent investigations have revealed that the expression level, cellular localization, and activity of Na(v)1.5 are finely regulated by complex molecular and cellular mechanisms that we are only beginning to understand.

Nanomechanics to drive stem cells in injured tissues: insights from current research and future perspectives

Stem cells reside within tissue, ensuring its natural ability to repair an injury. They are involved in the natural repair of damaged tissue, which encompasses a complex process requiring the modulation of cell survival, extracellular matrix turnover, angiogenesis, and reverse remodeling. To date, the real reparative potential of each tissue is underestimated and noncommittal. The assessment of the biophysical properties of the extracellular environment is an innovative approach to better understand mechanisms underlying stem cell function, and consequently to develop safe and effective therapeutic strategies replacing the loss of tissue. Recent studies have focused on the role played by biomechanical signals that drive stem cell death, differentiation, and paracrinicity in a genetic and/or an epigenetic manner. Mechanical stimuli acting on the shape can influence the biochemistry and gene expression of resident stem cells and, therefore, the magnitude of biological responses that promote the healing of injured tissue. Nanotechnologies have proven to be a revolutionary tool capable of dissecting the cellular mechanosensing apparatus, allowing the intercellular cross-talk to be decoded and enabling the reparative potential of tissue to be enhanced without manipulation of stem cells. This review highlights the most relevant findings of stem cell mechanobiology and presents a fascinating perspective in regenerative medicine.