947 resultados para In silico predictions
Resumo:
Krebs stellt eine der häufigsten Todesursachen in Europa dar. Grundlage für eine langfristige Verbesserung des Behandlungserfolgs ist ein molekulares Verständnis der Mechanismen, welche zur Krankheitsentstehung beitragen. In diesem Zusammenhang spielen Proteasen nicht nur eine wichtige Rolle, sondern stellen auch bei vielerlei Erkrankungen bereits anerkannte Zielstrukturen derzeitiger Behandlungsstrategien dar. Die Protease Threonin Aspartase 1 (Taspase1) spielt eine entscheidende Rolle bei der Aktivierung von Mixed Lineage Leukemia (MLL)-Fusionsproteinen und somit bei der Entstehung aggressiver Leukämien. Aktuelle Arbeiten unterstreichen zudem die onkologische Relevanz von Taspase1 auch für solide Tumore. Die Kenntnisse über die molekularen Mechanismen und Signalnetzwerke, welche für die (patho)biologischen Funktionen von Taspase1 verantwortlich sind, stellen sich allerdings noch immer als bruchstückhaft dar. Um diese bestehenden Wissenslücken zu schließen, sollten im Rahmen der Arbeit neue Strategien zur Inhibition von Taspase1 erarbeitet und bewertet werden. Zusätzlich sollten neue Einsichten in evolutionären Funktionsmechanismen sowie eine weitergehende Feinregulation von Taspase1 erlangt werden. Zum einen erlaubte die Etablierung und Anwendung eines zellbasierten Taspase1-Testsystem, chemische Verbindungen auf deren inhibitorische Aktivität zu testen. Überraschenderweise belegten solch zelluläre Analysen in Kombination mit in silico-Modellierungen eindeutig, dass ein in der Literatur postulierter Inhibitor in lebenden Tumorzellen keine spezifische Wirksamkeit gegenüber Taspase1 zeigte. Als mögliche Alternative wurden darüber hinaus Ansätze zur genetischen Inhibition evaluiert. Obwohl publizierte Studien Taspase1 als ααββ-Heterodimer beschreiben, konnte durch Überexpression katalytisch inaktiver Mutanten kein trans-dominant negativer Effekt und damit auch keine Inhibition des wildtypischen Enzyms beobachtet werden. Weiterführende zellbiologische und biochemische Analysen belegten erstmalig, dass Taspase1 in lebenden Zellen in der Tat hauptsächlich als Monomer und nicht als Dimer vorliegt. Die Identifizierung evolutionär konservierter bzw. divergenter Funktionsmechanismen lieferte bereits in der Vergangenheit wichtige Hinweise zur Inhibition verschiedenster krebsrelevanter Proteine. Da in Drosophila melanogaster die Existenz und funktionelle Konservierung eines Taspase1-Homologs postuliert wurde, wurde in einem weiteren Teil der vorliegenden Arbeit die evolutionäre Entwicklung der Drosophila Taspase1 (dTaspase1) untersucht. Obwohl Taspase1 als eine evolutionär stark konservierte Protease gilt, konnten wichtige Unterschiede zwischen beiden Orthologen festgestellt werden. Neben einem konservierten autokatalytischen Aktivierungsmechanismus besitzt dTaspase1 verglichen mit dem humanen Enzym eine flexiblere Substraterkennungs-sequenz, was zu einer Vergrößerung des Drosophila-spezifischen Degradoms führt. Diese Ergebnisse zeigen des Weiteren, dass zur Definition und Vorhersage des Degradoms nicht nur proteomische sondern auch zellbiologische und bioinformatische Untersuchungen geeignet und notwendig sind. Interessanterweise ist die differentielle Regulation der dTaspase1-Aktivität zudem auf eine veränderte intrazelluläre Lokalisation zurückzuführen. Das Fehlen von in Vertebraten hochkonservierten aktiven Kernimport- und nukleolären Lokalisationssignalen erklärt, weshalb dTaspase1 weniger effizient nukleäre Substrate prozessiert. Somit scheint die für die humane Taspase1 beschriebene Regulation von Lokalisation und Aktivität über eine Importin-α/NPM1-Achse erst im Laufe der Entwicklung der Vertebraten entstanden zu sein. Es konnte also ein bislang unbekanntes evolutionäres Prinzip identifiziert werden, über welches eine Protease einen Transport- bzw. Lokalisations-basierten Mechanismus zur Feinregulation ihrer Aktivität „von der Fliege zum Menschen“ nutzt. Eine weitere Möglichkeit zur dynamischen Funktionsmodulation bieten post-translationale Modifikationen (PTMs) der Proteinsequenz, zu welcher Phosphorylierung und Acetylierung zählen. Interessanterweise konnte für die humane Taspase1 über den Einsatz unabhängiger Methoden einschließlich massenspektrometrischer Analysen eine Acetylierung durch verschiedene Histon-Acetyltransferasen (HATs) nachgewiesen werden. Diese Modifikation erfolgt reversibel, wobei vor allem die Histon-Deacetylase HDAC1 durch Interaktion mit Taspase1 die Deacetylierung der Protease katalysiert. Während Taspase1 in ihrer aktiven Konformation acetyliert vorliegt, kommt es nach Deacetylierung zu einer Reduktion ihrer enzymatischen Aktivität. Somit scheint die Modulation der Taspase1-Aktivität nicht allein über intra-proteolytische Autoaktivierung, Transport- und Interaktionsmechanismen, sondern zudem durch post-translationale Modifikationen gesteuert zu werden. Zusammenfassend konnten im Rahmen dieser Arbeit entscheidende neue Einblicke in die (patho)biologische Funktion und Feinregulation der Taspase1 gewonnen werden. Diese Ergebnisse stellen nicht nur einen wichtigen Schritt in Richtung eines verbesserten Verständnis der „Taspase1-Biologie“, sondern auch zur erfolgreichen Inhibition und Bewertung der krebsrelevanten Funktion dieser Protease dar.
Resumo:
Il lavoro di tesi si basa sull'analisi del database pubblico ReconX, il quale costituisce lo stato dell'arte della ricostruzione in silico del metabolismo umano. Il modello che se ne può estrarre è stato impiegato per simulazioni di metabolismo cellulare in condizioni di ossigeno variabile, valutando l'impatto della carenza di ossigeno sulle reazioni e su i pathways metabolici. Le tecniche impiegate appartengono alla systems biology e sono di tipo bioinformatico e riguardano flux balance analysis e flux variability analysis. I risultati trovati vengono quindi confrontati con la letteratura di settore. E' stato inoltre possibile estrarre dei sotto network dal modello principale, analizzando la rete di connessioni esistente fra i metaboliti e fra le reazioni separatamente. Viene estratto e studiato anche il network di interazione fra pathways, su cui è introdotta una misura ad hoc per valutare la forza di connessione fra i vari processi. Su quest'ultimo network viene anche effettuata un'analisi di tipo stocastico, mostrando che tecniche di tipo markoviano possono essere applicate per indagini diverse da quelle più in uso basate sui flussi. Infine viene mostrata una possibile soluzione per visualizzare graficamente i network metabolici così costituiti.
Resumo:
I cardiomiociti derivanti da cellule staminali pluripotenti indotte (hiPSC-CMs) costituiscono un nuovo approccio per lo studio delle proprietà delle cellule cardiache sia degli individui sani che di quelli affetti da malattie ereditarie e possono rappresentare inoltre una piattaforma in vitro per la scoperta di nuovi farmaci e terapie rigenerative. Il grande impatto delle hiPSC-CMs nell’ambito della ricerca si deve soprattutto alle loro proprietà elettrofisiologiche: queste cellule non solo esprimono fenotipi genici e proprietà delle correnti ioniche tipiche delle cellule cardiache, ma sono anche in grado di riprodurre fenomeni aritmici, come le EAD, a seguito della somministrazione di farmaci. Grazie anche alla grande potenza di calcolo oggi disponibile è possibile supportare la pratica in vitro con modelli in silico, abbattendo sia i costi che i tempi richiesti dagli esperimenti in laboratorio. Lo scopo di questo lavoro è quello di simulare il comportamento delle hiPSC-CMs di tipo ventricolare in risposta alla somministrazione di farmaci che interagiscono con la corrente di potassio IKr, principale responsabile della ripolarizzazione cardiaca. L’assunzione di certi farmaci può comportare infatti una riduzione della IKr, con conseguente prolungamento della fase di ripolarizzazione del potenziale d’azione cardiaco. Questo meccanismo è causa dell’insorgenza della sindrome del QT lungo di tipo 2, che in casi estremi può degenerare in aritmie gravi. Ciò suggerisce che queste cellule rappresentano un importante strumento per la valutazione del rischio pro-aritmico che può essere facilitata da simulazioni in silico effettuate utilizzando modelli computazionali basati su dati fisiologici.
Resumo:
L'espressione del gene MYCN è un importante indicatore della severità del NBL. Poiché il numero di copie di MYCN è un indice grezzo della sua espressione quantificarle utilizzando tecniche come la “fluorescent in situ hybridization” (FISH) può servire a formulare una stima del livello di espressione MYCN [Shapiro 1993]. Tuttavia, l'espressione aberrante di MYCN nel NBL non è sempre associata all'amplificazione genica; pertanto la valutazione diretta del livello di espressione di questo gene sarebbe un miglior indicatore prognostico. Questa tesi è stata sviluppata nell'ambito di un progetto che si propone di realizzare un sensore biomolecolare sintetico per l'identificazione del livello di espressione di MYCN. Di seguito saranno presentati i dettagli relativi alla progettazione della topologia circuitale e all’analisi in silico che sono state condotte per caratterizzare il comportamento dinamico del sistema. Questo lavoro è stato svolto nel laboratorio di Ingegneria Cellulare e Molecolare "S. Cavalcanti", presso la Sede di Cesena del Dipartimento di Ingegneria dell'Energia elettrica e dell'Informazione "Guglielmo Marconi" (DEI) dell’Ateneo di Bologna.
Resumo:
This abstract presents the biomechanical model that is used in the European ContraCancrum project, aiming at simulating tumor evolution in the brain and lung. The construction of the finite element model as well as a simulation of tumor growth are shown. The construction of the mesh is fully automatic and is therefore compatible with a clinical application. This biomechanical model will be later combined to a cellular level simulator also developed in the project.
Resumo:
Supramolecular two-dimensional engineering epitomizes the design of complex molecular architectures through recognition events in multicomponent self-assembly. Despite being the subject of in-depth experimental studies, such articulated phenomena have not been yet elucidated in time and space with atomic precision. Here we use atomistic molecular dynamics to simulate the recognition of complementary hydrogen-bonding modules forming 2D porous networks on graphite. We describe the transition path from the melt to the crystalline hexagonal phase and show that self-assembly proceeds through a series of intermediate states featuring a plethora of polygonal types. Finally, we design a novel bicomponent system possessing kinetically improved self-healing ability in silico, thus demonstrating that a priori engineering of 2D self-assembly is possible.
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We undertook a meta-analysis of six Crohn's disease genome-wide association studies (GWAS) comprising 6,333 affected individuals (cases) and 15,056 controls and followed up the top association signals in 15,694 cases, 14,026 controls and 414 parent-offspring trios. We identified 30 new susceptibility loci meeting genome-wide significance (P < 5 × 10 ? ? ). A series of in silico analyses highlighted particular genes within these loci and, together with manual curation, implicated functionally interesting candidate genes including SMAD3, ERAP2, IL10, IL2RA, TYK2, FUT2, DNMT3A, DENND1B, BACH2 and TAGAP. Combined with previously confirmed loci, these results identify 71 distinct loci with genome-wide significant evidence for association with Crohn's disease.
Resumo:
The hERG voltage-gated potassium channel mediates the cardiac I(Kr) current, which is crucial for the duration of the cardiac action potential. Undesired block of the channel by certain drugs may prolong the QT interval and increase the risk of malignant ventricular arrhythmias. Although the molecular determinants of hERG block have been intensively studied, not much is known about its stereoselectivity. Levo-(S)-bupivacaine was the first drug reported to have a higher affinity to block hERG than its enantiomer. This study strives to understand the principles underlying the stereoselectivity of bupivacaine block with the help of mutagenesis analyses and molecular modeling simulations. Electrophysiological measurements of mutated hERG channels allowed for the identification of residues involved in bupivacaine binding and stereoselectivity. Docking and molecular mechanics simulations for both enantiomers of bupivacaine and terfenadine (a non-stereoselective blocker) were performed inside an open-state model of the hERG channel. The predicted binding modes enabled a clear depiction of ligand-protein interactions. Estimated binding affinities for both enantiomers were consistent with electrophysiological measurements. A similar computational procedure was applied to bupivacaine enantiomers towards two mutated hERG channels (Tyr652Ala and Phe656Ala). This study confirmed, at the molecular level, that bupivacaine stereoselectively binds the hERG channel. These results help to lay the foundation for structural guidelines to optimize the cardiotoxic profile of drug candidates in silico.
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Brain-derived neurotrophic factor (BDNF) has been implicated in the pathophysiology of psychiatric and neurological disorders and in the mechanisms of antidepressant pharmacotherapy. Psychiatric and neurological conditions have also been associated with reduced brain levels of N-acetyl-aspartate (NAA), which has been used as a putative marker of neural integrity. However, few studies have explored the relationship between BDNF polymorphisms and NAA levels directly. Here, we present data from a single-voxel proton magnetic resonance spectroscopy study of 64 individuals and explore the relationship between BDNF polymorphisms and prefrontal NAA level. Our results indicate an association between a single nucleotide polymorphism (SNP) within BDNF, known as rs1519480, and reduced NAA level (p = 0.023). NAA levels were further predicted by age and Asian ancestry. There was a significant rs1519480 × age interaction on NAA level (p = 0.031). Specifically, the effect of rs1519480 on NAA level became significant at age ⩾34.17 yr. NAA level decreased with advancing age for genotype TT (p = 0.001) but not for genotype CT (p = 0.82) or CC (p = 0.34). Additional in silico analysis of 142 post-mortem brain samples revealed an association between the same SNP and reduced BDNF mRNA expression in the prefrontal cortex. The rs1519480 SNP influences BDNF mRNA expression and has an impact on prefrontal NAA level over time. This genetic mechanism may contribute to inter-individual variation in cognitive performance seen during normal ageing, as well as contributing to the risk for developing psychiatric and neurological conditions.
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In an effort to increase the density of sequence-based markers for the horse genome we generated 9473 BAC end sequences (BESs) from the CHORI-241 BAC library with an average read length of 677 bp. BLASTN searches with the BESs revealed 4036 meaningful hits (E
Resumo:
More than 375,000 BAC-end sequences (BES) of the CHORI-243 ovine BAC library have been deposited in public databases. blastn searches with these BES against HSA18 revealed 1806 unique and significant hits. We used blastn-anchored BES for an in silico prediction of gene content and chromosome assignment of comparatively mapped ovine BAC clones. Ovine BES were selected at approximately 1.3-Mb intervals of HSA18 and incorporated into a human-sheep comparative map. An ovine 5000-rad whole-genome radiation hybrid panel (USUoRH5000) was typed with 70 markers, all of which mapped to OAR23. The resulting OAR23 RH map included 43 markers derived from BES with high and unique BLAST hits to the sequence of the orthologous HSA18, nine EST-derived markers, 16 microsatellite markers taken from the ovine linkage map and two bovine microsatellite markers. Six new microsatellite markers derived from the 43 mapped BES and the two bovine microsatellite markers were linkage-mapped using the International Mapping Flock (IMF). Thirteen additional microsatellite markers were derived from other ovine BES with high and unique BLAST hits to the sequence of the orthologous HSA18 and also positioned on the ovine linkage map but not incorporated into the OAR23 RH map. This resulted in 24 markers in common and in the same order between the RH and linkage maps. Eight of the BES-derived markers were mapped using fluorescent in situ hybridization (FISH), to thereby align the RH and cytogenetic maps. Comparison of the ovine chromosome 23 RH map with the HSA18 map identified and localized three major breakpoints between HSA18 and OAR23. The positions of these breakpoints were equivalent to those previously shown for syntenic BTA24 and HSA18. This study presents evidence for the usefulness of ovine BES when constructing a high-resolution comprehensive map for a single sheep chromosome. The comparative analysis confirms and refines knowledge about chromosomal conservation and rearrangements between sheep, cattle and human. The constructed RH map demonstrates the resolution and utility of the newly constructed ovine RH panel.
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Echinococcus granulosus and Echinococcus multilocularis are cestode parasites, of which the metacestode (larval) stages cause the diseases cystic echinococcosis (CE) and alveolar echinococcosis (AE), respectively. Albendazole and mebendazole are presently used for chemotherapeutical treatment. However, these benzimidazoles do not appear to be parasiticidal in vivo against AE. In addition, failures in drug treatments as well as the occurrence of side-effects have been reported. New drugs are needed to cure AE and CE, which are considered to be neglected diseases. Strategies currently being implemented to identify novel chemotherapeutical treatment options include (i) conventional primary in vitro testing of broad-spectrum anti-infective drugs, either in parallel with, or followed by, animal experimentation; (ii) studies of drugs which interfere with the proliferation of cancer cells and of Echinococcus metacestodes; (iii) exploitation of the similarities between the parasite and mammalian signalling machineries, with a special focus on targeting specific signalling receptors; (iv) in silico approaches, employing the current Echinococcus genomic database information to search for suitable targets for compounds with known modes of action. In the present article, we review the efforts toward obtaining better anti-parasitic compounds which have been undertaken to improve chemotherapeutical treatment of echinococcosis, and summarize the achievements in the field of host-parasite interactions which may also lead to new immuno-therapeutical options.
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We have recently shown that the majority of allergens can be represented by allergen motifs. This observation prompted us to experimentally investigate the synthesized peptides corresponding to the in silico motifs with regard to potential IgE binding and cross-reactions with allergens. Two motifs were selected as examples to conduct in vitro studies. From the first motif, derived from allergenic MnSOD sequences, the motif stretch of the allergen Asp f 6 was selected and synthesized as a peptide (MnSOD Mot). The corresponding full-length MnSOD was also expressed in Escherichia coli and both were compared for IgE reactivity with sera of patients reacting to the MnSOD of Aspergillus fumigatus or Malassezia sympodialis. For the second motif, the invertebrate tropomyosin sequences were aligned and a motif consensus sequence was expressed as a recombinant protein (Trop Mot). The IgE reactivity of Trop Mot was analyzed in ELISA and compared to that of recombinant tropomyosin from the shrimp Penaeus aztecus (rPen a 1) in ImmunoCAP. MnSOD Mot was weakly recognized by some of the tested sera, suggesting that the IgE binding epitopes of a multimeric globular protein such as MnSOD cannot be fully represented by a motif peptide. In contrast, the motif Trop Mot showed the same IgE reactivity as shrimp full-length tropomyosin, indicating that the major allergenic reactivity of a repetitive structure such as tropomyosin can be covered by a motif peptide. Our results suggest that the motif-generating algorithm may be used for identifying major IgE binding structures of coiled-coil proteins.
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ABSTRACT: BACKGROUND: Many parasitic organisms, eukaryotes as well as bacteria, possess surface antigens with amino acid repeats. Making up the interface between host and pathogen such repetitive proteins may be virulence factors involved in immune evasion or cytoadherence. They find immunological applications in serodiagnostics and vaccine development. Here we use proteins which contain perfect repeats as a basis for comparative genomics between parasitic and free-living organisms. RESULTS: We have developed Reptile http://reptile.unibe.ch, a program for proteome-wide probabilistic description of perfect repeats in proteins. Parasite proteomes exhibited a large variance regarding the proportion of repeat-containing proteins. Interestingly, there was a good correlation between the percentage of highly repetitive proteins and mean protein length in parasite proteomes, but not at all in the proteomes of free-living eukaryotes. Reptile combined with programs for the prediction of transmembrane domains and GPI-anchoring resulted in an effective tool for in silico identification of potential surface antigens and virulence factors from parasites. CONCLUSION: Systemic surveys for perfect amino acid repeats allowed basic comparisons between free-living and parasitic organisms that were directly applicable to predict proteins of serological and parasitological importance. An on-line tool is available at http://genomics.unibe.ch/dora.
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Trypanosoma brucei rhodesiense and T. b. gambiense are the causative agents of sleeping sickness, a fatal disease that affects 36 countries in sub-Saharan Africa. Nevertheless, only a handful of clinically useful drugs are available. These drugs suffer from severe side-effects. The situation is further aggravated by the alarming incidence of treatment failures in several sleeping sickness foci, apparently indicating the occurrence of drug-resistant trypanosomes. Because of these reasons, and since vaccination does not appear to be feasible due to the trypanosomes' ever changing coat of variable surface glycoproteins (VSGs), new drugs are needed urgently. The entry of Trypanosoma brucei into the post-genomic age raises hopes for the identification of novel kinds of drug targets and in turn new treatments for sleeping sickness. The pragmatic definition of a drug target is, a protein that is essential for the parasite and does not have homologues in the host. Such proteins are identified by comparing the predicted proteomes of T. brucei and Homo sapiens, then validated by large-scale gene disruption or gene silencing experiments in trypanosomes. Once all proteins that are essential and unique to the parasite are identified, inhibitors may be found by high-throughput screening. However powerful, this functional genomics approach is going to miss a number of attractive targets. Several current, successful parasiticides attack proteins that have close homologues in the human proteome. Drugs like DFMO or pyrimethamine inhibit parasite and host enzymes alike--a therapeutic window is opened only by subtle differences in the regulation of the targets, which cannot be recognized in silico. Working against the post-genomic approach is also the fact that essential proteins tend to be more highly conserved between species than non-essential ones. Here we advocate drug targeting, i.e. uptake or activation of a drug via parasite-specific pathways, as a chemotherapeutic strategy to selectively inhibit enzymes that have equally sensitive counterparts in the host. The T. brucei purine salvage machinery offers opportunities for both metabolic and transport-based targeting: unusual nucleoside and nucleobase permeases may be exploited for selective import, salvage enzymes for selective activation of purine antimetabolites.