Transcriptional functions of DNA Topoisomerases at a genome-wide scale and a single gene levels

The DNA topology is an important modifier of DNA functions. Torsional stress is generated when right handed DNA is either over- or underwound, producing structural deformations which drive or are driven by processes such as replication, transcription, recombination and repair. DNA topoisomerases are molecular machines that regulate the topological state of the DNA in the cell. These enzymes accomplish this task by either passing one strand of the DNA through a break in the opposing strand or by passing a region of the duplex from the same or a different molecule through a double-stranded cut generated in the DNA. Because of their ability to cut one or two strands of DNA they are also target for some of the most successful anticancer drugs used in standard combination therapies of human cancers. An effective anticancer drug is Camptothecin (CPT) that specifically targets DNA topoisomerase 1 (TOP 1). The research project of the present thesis has been focused on the role of human TOP 1 during transcription and on the transcriptional consequences associated with TOP 1 inhibition by CPT in human cell lines. Previous findings demonstrate that TOP 1 inhibition by CPT perturbs RNA polymerase (RNAP II) density at promoters and along transcribed genes suggesting an involvement of TOP 1 in RNAP II promoter proximal pausing site. Within the transcription cycle, promoter pausing is a fundamental step the importance of which has been well established as a means of coupling elongation to RNA maturation. By measuring nascent RNA transcripts bound to chromatin, we demonstrated that TOP 1 inhibition by CPT can enhance RNAP II escape from promoter proximal pausing site of the human Hypoxia Inducible Factor 1 (HIF-1) and c-MYC genes in a dose dependent manner. This effect is dependent from Cdk7/Cdk9 activities since it can be reversed by the kinases inhibitor DRB. Since CPT affects RNAP II by promoting the hyperphosphorylation of its Rpb1 subunit the findings suggest that TOP 1inhibition by CPT may increase the activity of Cdks which in turn phosphorylate the Rpb1 subunit of RNAP II enhancing its escape from pausing. Interestingly, the transcriptional consequences of CPT induced topological stress are wider than expected. CPT increased co-transcriptional splicing of exon1 and 2 and markedly affected alternative splicing at exon 11. Surprisingly despite its well-established transcription inhibitory activity, CPT can trigger the production of a novel long RNA (5’aHIF-1) antisense to the human HIF-1 mRNA and a known antisense RNA at the 3’ end of the gene, while decreasing mRNA levels. The effects require TOP 1 and are independent from CPT induced DNA damage. Thus, when the supercoiling imbalance promoted by CPT occurs at promoter, it may trigger deregulation of the RNAP II pausing, increased chromatin accessibility and activation/derepression of antisense transcripts in a Cdks dependent manner. A changed balance of antisense transcripts and mRNAs may regulate the activity of HIF-1 and contribute to the control of tumor progression After focusing our TOP 1 investigations at a single gene level, we have extended the study to the whole genome by developing the “Topo-Seq” approach which generates a map of genome-wide distribution of sites of TOP 1 activity sites in human cells. The preliminary data revealed that TOP 1 preferentially localizes at intragenic regions and in particular at 5’ and 3’ ends of genes. Surprisingly upon TOP 1 downregulation, which impairs protein expression by 80%, TOP 1 molecules are mostly localized around 3’ ends of genes, thus suggesting that its activity is essential at these regions and can be compensate at 5’ ends. The developed procedure is a pioneer tool for the detection of TOP 1 cleavage sites across the genome and can open the way to further investigations of the enzyme roles in different nuclear processes.

Sensibilisierung hitzeevozierter Ionenströme an nozizeptiven Spinalganglienneuronen der Ratte

Die freien Endigungen von Spinalganglienneuronen sind für die Detektion schmerzhafter Reize verantwortlich. Dabei rufen thermische, chemische oder mechanische Reize Ionenströme über die Membran und dadurch Membranpotentialänderungen hervor. Diese noxisch induzierten Ströme sind in großem Ausmaß durch chemische Substanzen und andere Reize modulierbar. Der Ionenkanal TRPV1 ist für die Detektion zahlreicher chemischer Reize und zumindest eines Teils der noxischen Hitzereize verantwortlich. Im Rahmen dieser Arbeit wurden einige der Mechanismen geklärt, die zur schnellen Sensibilisierung hitzeevozierter Ionenströme führen. Hierfür wurden akut dissoziierte Spinalganglienneurone der Ratte als Modell ihrer peripheren Endigung verwendet und mittels Ganzzellableitung in der patch-clamp-Technik untersucht. Die Verwendung von Trypsin während der Präparation von Spinalganglienneuronen hat keinen funktionellen Einfluss auf hitze- oder capsaicininduzierte Ströme, verbessert aber die Untersuchungsbedingungen für das patch-clamp-Verfahren. Bei 144 akut dissoziierten Spinalganglienneuronen wurden die Stromantworten auf drei im Abstand von 40 s durch Überspülen mit 45,3 bis 46,3°C heißer Extrazellularlösung applizierte einsekündige Hitzereize gemessen. Dabei ließen sich repetitiv reproduzierbare hitzeinduzierte Einwärtsströme von etwa 160 pA erzielen; es konnte keine Tachyphylaxie und nahezu keine Inaktivierung beobachtet werden. Direkt vor dem zweiten Hitzereiz wurden die Neurone für zwei Sekunden mit Extrazellularlösung überspült, die Kontrolllösung, 0,5 μM Capsaicin, 10 μM Natriumnitroprussid oder 10 μM YC-1 enthielt. Es fand sich kein Hinweis, dass Stickstoffmonoxid oder die Guanylatzyklase einen signifikanten Beitrag zur Sensibilisierung von hitzeinduzierten Strömen in Spinalganglienneuronen leisten, wobei ein durch den Versuchsaufbau bedingtes Auswaschen zytosolischer Faktoren, die für den Signalweg notwendig sind, nicht ausgeschlossen werden kann. Bei einer Konzentration von 0,5 μM löst Capsaicin für zwei Sekunden einen sehr kleinen Einwärtsstrom von etwa 33 pA aus und führt innerhalb von zwei Sekunden zu einer schnell reversiblen Sensibilisierung von hitzeinduzierten Einwärtsströmen in Spinalganglienneuronen (p<0,01). Das Ausmaß der Sensibilisierung ist proportional zur Größe des capsaicininduzierten Stromes (r=−0,7, p<0,001). Konstant halten der intrazellulären Calciumkonzentration mittels des Calciumchelators BAPTA verhindert die capsaicininduzierte Sensibilisierung hitzeinduzierter Ströme an Spinalganglienneuronen. Demzufolge beruht die capsaicininduzierte Sensibilisierung trotz der schnellen Kinetik nicht auf einer synergistischen Wirkung der beiden Agonisten Capsaicin und Hitze auf ihren gemeinsamen Rezeptor; vielmehr ist sie von einer Erhöhung der intrazellulären freien Calciumkonzentration abhängig. Funktionelle Änderungen der zellulären Funktion werden häufig durch Proteinkinasen vermittelt. Die zur Gruppe der MAP-Kinasen gehörende ERK (extracellular signal related kinase) wird bei Membrandepolarisation und Calciumeinstrom in die Zelle durch MEK (MAPK/extracellular signal related kinase kinase) aktiviert. Blockade der MEK/ERK-Kaskade durch den spezifischen MEK-Hemmstoff U0126 führt ebenfalls zu einer Aufhebung der Sensibilisierung der Hitzeantworten durch Capsaicin. Applikation von Capsaicin führt innerhalb von zwei Sekunden zu einer schnell reversiblen Sensibilisierung hitzeevozierter Ionenströme an nozizeptiven Spinalganglienneuronen. Diese Sensibilisierung wird durch einen Calciumeinstrom in die Zelle und die dadurch eintretende Aktivierung von Proteinkinasen hervorgerufen. Die MEK/ERK-Kaskade ist ein sehr schnell (deutlich unter 2 s) aktivierbares intrazelluläres Signalsystem, welches bei der Regulation der Empfindlichkeit nozizeptiver Spinalganglienneurone eine entscheidende Rolle spielt; die schnelle Kinetik ist dabei nur durch eine membranständige oder zumindest membrannahe Lokalisation dieser Proteinkinasen erklärbar. Durch Applikation zehnsekündiger Hitzereize lässt sich ebenfalls eine Sensibilisierung hitzeevozierter Ionenströme auslösen, die ebenso ausgeprägt ist, wie die Sensibilisierung durch 0,5 μM Capsaicin (p<0,005). Durch das immer größere Verständnis der Funktionsweise des nozizeptiven Systems ergeben sich ständig neue Ansätze für die Entwicklung neuer Analgetika. So könnte durch Modulation spezifischer intrazellulärer Proteinkinasen der Phosphorylierungszustand und damit die Aktivierbarkeit von Ionenkanälen, die der Transduktion noxischer Reize dienen, positiv beeinflusst werden. Neuere, noch spezifischere Inhibitoren der MEK können der Forschung und später auch der Therapie neue Möglichkeiten eröffnen.

A novel map-matching procedure for low-sampling GPS data with applications to traffic flow analysis

An extensive sample (2%) of private vehicles in Italy are equipped with a GPS device that periodically measures their position and dynamical state for insurance purposes. Having access to this type of data allows to develop theoretical and practical applications of great interest: the real-time reconstruction of traffic state in a certain region, the development of accurate models of vehicle dynamics, the study of the cognitive dynamics of drivers. In order for these applications to be possible, we first need to develop the ability to reconstruct the paths taken by vehicles on the road network from the raw GPS data. In fact, these data are affected by positioning errors and they are often very distanced from each other (~2 Km). For these reasons, the task of path identification is not straightforward. This thesis describes the approach we followed to reliably identify vehicle paths from this kind of low-sampling data. The problem of matching data with roads is solved with a bayesian approach of maximum likelihood. While the identification of the path taken between two consecutive GPS measures is performed with a specifically developed optimal routing algorithm, based on A* algorithm. The procedure was applied on an off-line urban data sample and proved to be robust and accurate. Future developments will extend the procedure to real-time execution and nation-wide coverage.

Oligomerisation, localisation and interaction of the sensor histidine kinases DcuS and CitA in Escherichia coli

The two-component system DcuSR of Escherichia coli regulates gene expression of anaerobic fumarate respiration and aerobic C4-dicarboxylate uptake. C4-dicarboxylates and citrate are perceived by the periplasmic domain of the membrane-integral sensor histidine kinase DcuS. The signal is transduced across the membrane by phosphorylation of DcuS and of the response regulator DcuR, resulting in activation of DcuR and transcription of the target genes.rnIn this work, the oligomerisation of full-length DcuS was studied in vivo and in vitro. DcuS was genetically fused to derivatives of the green fluorescent protein (GFP), enabling fluorescence resonance energy transfer (FRET) measurements to detect protein-protein interactions in vivo. FRET measurements were also performed with purified His6-DcuS after labelling with fluorescent dyes and reconstitution into liposomes to study oligomerisation of DcuS in vitro. In vitro and in vivo fluorescence resonance energy transfer showed the presence of oligomeric DcuS in the membrane, which was independent of the presence of effector. Chemical crosslinking experiments allowed clear-cut evaluation of the oligomeric state of DcuS. The results showed that detergent-solubilised His6-DcuS was mainly monomeric and demonstrated the presence of tetrameric DcuS in proteoliposomes and in bacterial membranes.rnThe sensor histidine kinase CitA is part of the two-component system CitAB of E. coli, which is structurally related to DcuSR. CitAB regulates gene expression of citrate fermentation in response to external citrate. The sensor kinases DcuS and CitA were fused with an enhanced variant of the yellow fluorescent protein (YFP) and expressed in E. coli under the control of an arabinose-inducible promoter. The subcellular localisation of DcuS-YFP and CitA-YFP within the cell membrane was studied by means of confocal laser fluorescence microscopy. Both fusion proteins were found to accumulate at the cell poles. The polar accumulation was slightly increased in the presence of the stimulus fumarate or citrate, respectively, but independent of the expression level of the fusion proteins. Cell fractionation demonstrated that polar accumulation was not related to inclusion bodies formation. The degree of polar localisation of DcuS-YFP was similar to that of the well-characterised methyl-accepting chemotaxis proteins (MCPs), but independent of their presence. To enable further investigations on the function of the polar localisation of DcuS under physiological conditions, the sensor kinase was genetically fused to the flavin-based fluorescent protein Bs2 which shows fluorescence under aerobic and anaerobic conditions. The resulting dcuS-bs2 gene fusion was inserted into the chromosome of various E. coli strains.rnFurthermore, a protein-protein interaction between the related sensor histidine kinases DcuS and CitA, regulating common metabolic pathways, was detected via expression studies under anaerobic conditions in the presence of citrate and by in vivo FRET measurements.

Bayesian space-time data fusion for real-time forecasting and map uncertainty

Environmental computer models are deterministic models devoted to predict several environmental phenomena such as air pollution or meteorological events. Numerical model output is given in terms of averages over grid cells, usually at high spatial and temporal resolution. However, these outputs are often biased with unknown calibration and not equipped with any information about the associated uncertainty. Conversely, data collected at monitoring stations is more accurate since they essentially provide the true levels. Due the leading role played by numerical models, it now important to compare model output with observations. Statistical methods developed to combine numerical model output and station data are usually referred to as data fusion. In this work, we first combine ozone monitoring data with ozone predictions from the Eta-CMAQ air quality model in order to forecast real-time current 8-hour average ozone level defined as the average of the previous four hours, current hour, and predictions for the next three hours. We propose a Bayesian downscaler model based on first differences with a flexible coefficient structure and an efficient computational strategy to fit model parameters. Model validation for the eastern United States shows consequential improvement of our fully inferential approach compared with the current real-time forecasting system. Furthermore, we consider the introduction of temperature data from a weather forecast model into the downscaler, showing improved real-time ozone predictions. Finally, we introduce a hierarchical model to obtain spatially varying uncertainty associated with numerical model output. We show how we can learn about such uncertainty through suitable stochastic data fusion modeling using some external validation data. We illustrate our Bayesian model by providing the uncertainty map associated with a temperature output over the northeastern United States.

Quality assessment of a landslide inventory map and its application to land‐use planning. A case study in the Northern Apennines (Emilia‐Romagna region, Italy)

Landslide hazard and risk are growing as a consequence of climate change and demographic pressure. Land‐use planning represents a powerful tool to manage this socio‐economic problem and build sustainable and landslide resilient communities. Landslide inventory maps are a cornerstone of land‐use planning and, consequently, their quality assessment represents a burning issue. This work aimed to define the quality parameters of a landslide inventory and assess its spatial and temporal accuracy with regard to its possible applications to land‐use planning. In this sense, I proceeded according to a two‐steps approach. An overall assessment of the accuracy of data geographic positioning was performed on four case study sites located in the Italian Northern Apennines. The quantification of the overall spatial and temporal accuracy, instead, focused on the Dorgola Valley (Province of Reggio Emilia). The assessment of spatial accuracy involved a comparison between remotely sensed and field survey data, as well as an innovative fuzzylike analysis of a multi‐temporal landslide inventory map. Conversely, long‐ and short‐term landslide temporal persistence was appraised over a period of 60 years with the aid of 18 remotely sensed image sets. These results were eventually compared with the current Territorial Plan for Provincial Coordination (PTCP) of the Province of Reggio Emilia. The outcome of this work suggested that geomorphologically detected and mapped landslides are a significant approximation of a more complex reality. In order to convey to the end‐users this intrinsic uncertainty, a new form of cartographic representation is needed. In this sense, a fuzzy raster landslide map may be an option. With regard to land‐use planning, landslide inventory maps, if appropriately updated, confirmed to be essential decision‐support tools. This research, however, proved that their spatial and temporal uncertainty discourages any direct use as zoning maps, especially when zoning itself is associated to statutory or advisory regulations.

Aktivierung von c-Jun-N-terminalen Kinasen (SAPK,JNK) als Teil der späten Cisplatin abhängigen DNA-Schadensantwort

Stress-aktivierte-Protein-Kinasen (c-Jun-N-terminal kinases) SAPK/JNK werden sehr schnell nach Exposition von Zellen mit verschiedensten Noxen, wie beispielsweise Genotoxinen, aktiviert. Sie sind allerdings noch nicht als Teil der DNA-Schadensantwort etabliert. In dieser Arbeit sollte gezeigt werden, das SAPK/JNK einen wichtigen Teil innerhalb der DNA-Schadensantwort spielen. Aus diesem Grund wurde zu frühen (z.B.: 4 h) als auch zu späten Zeiten (z.B.: 24 h) die Bildung von DNA-Addukten nach Cisplatin Exposition untersucht und überprüft, ob diese mit dem Aktivierungsstatus der SAPK/JNK nach Cisplatinbehandlung korreliert. Menschliche Fibroblasten, die einen Defekt in der Transkription gekoppelten Nukleotid-Exzisionsreparatur (TC-NER) aufwiesen, wie beispielsweise CSB-Zellen (Cockayne Syndrom B) oder XPA-Zellen (Xeroderma Pigmentosum A), sind charakterisiert durch einen erhöhten Phosphorylierungsstatus der SAPK/JNK, 16 h nach Cisplatingabe, im Vergleich zu normalen Wildtyp-Fibroblasten. Die nach Cisplatin Exposition beobachtete Aktivierung der SAPK/JNK ist quantitativ jedoch nicht vergleichbar mit dem Level an gebildeten Cisplatin-DNA-Addukten, wie in den Southwestern- und Massenspektrometrischen Untersuchungen gezeigt werden konnte. Es konnten jedoch Parallelen zwischen der Aktivierung der SAPK/JNK, sowie den gezeigten γ-H2AX-Foci als auch der Aktivierung von Check-Point Kinasen gefunden werden. Dies lässt darauf schließen, dass DNA-Doppelstrangbrüche (DSB) an der späten Aktivierung des SAPK/JNK Signalweges beteiligt sind. Dementsprechend lässt sich ebenfalls in Zellen, die einen Defekt in der Reparatur von Doppelstrangsbrüchen aufweisen, wie beispielsweise DNA-PKcs Zellen, eine erhöhte, durch Cisplatin hervorgerufene späte Phosphorylierung der SAPK/JNK als auch eine vermehrte γ-H2AX-Foci Bildung und Check-Point Kinasen Aktivierung nachweisen. Vergleichend dazu zeigten Zellen mit einem Defekt in ATM (Ataxia telegiectasia mutated protein) oder XPC keine erhöhte Phosphorylierung zu späten Zeiten nach Cisplatin Behandlung. Weiterhin bleibt festzuhalten, dass die späte, durch Cisplatin hervorgerufene Schadensantwort unabhängig von p53, ER-Stress oder MKP-1 ist. Die SAPK/JNK Aktivierung nach Cisplatin Exposition erfordert funktionsfähige Rho-GTPasen und kann durch pharmakologische Hemmung der Tyrosin-Kinasen und durch N-Acetylcystein gehemmt werden. Es lässt sich zusammenfassend sagen, dass die durch Cisplatin induzierte späte SAPK/JNK Aktivierung durch die Formation von DSB initiiert wird und XPC, Rho-Proteine sowie Tyrosin Kinasen an der Signalweiterleitung beteiligt sind.

A commutative higher cycle map into Deligne-Beilinson cohomology

Das Ziel dieser Arbeit ist die Konstruktion eines Homomorphismus von partiell definierten, graduiert-kommutativen Algebren, der nach Ubergang zu rationalen Kohomologiegruppen mit der Regulatorabbildung reg zwischen motivischer und Deligne-Beilinson Kohomologie übereinstimmt.rnZu Beginn der Arbeit werden verschiedene Komplexe beschrieben, mit denen sich die motivische und die Deligne-Beilinson Kohomologie berechnen lassen.rnIm ersten Kapitel wird der Komplex der höheren Chow Ketten und der Unterkomplex der "alternierenden" Ketten "in guter Lage" eingeführt, die beide die motivische Kohomologie berechnen (letzterer mit rationalen Koeffizienten).rnIn den folgenden beiden Kapiteln werden Komplexe C_D und P_D beschrieben, mit denen sich die (rationale) Deligne-Beilinson Kohomologie berechnen lässt. Diese sind aufgebaut aus sogenannten Strömen, die im zweiten Kapitel eingeführt werden. Verknüpft sind die beiden Komplexe durch eine Auswertungsabbildung ev, die für rationale Koeffizienten zu einem Quasi-Isomorphismus wird. Auf beiden Komplexen lassen sich (Schnitt-)Produkte definieren, von denen jedoch nur das Produkt auf P_D gleichzeitig assoziativ und graduiert-kommutativ ist.rnIm vierten Kapitel wird ganz allgemein für eine Familie von Komplexen, die einer Reihe an Anforderungen genügt, ein (partiell definierter) Homomorphismus (der Regulator) von dem Komplex der höheren Chow Ketten in eben diese Komplexe konstruiert. Die beiden oben genannten Komplexe erfüllen diese Anforderungen und liefern daher Regulatoren reg_C und reg_P

Mongodb tra i database non relazionali - focus su Map-Reduce e gestione della memoria

Panoramica delle caratteristiche dei database NoSQL, con dettaglio su MongoDB: filosofia di progettazione, modello dei dati, indicizzazione, algoritmo Map-Reduce e gestione della memoria.

Metodi di map-matching per l'identificazione degli itinerari dei ciclisti

Negli ultimi anni si è assistito al considerevole aumento della disponibilità di dati GPS e della loro precisione, dovuto alla diffusione e all’evoluzione tecnologica di smartphone e di applicazioni di localizzazione. Il processo di map-matching consiste nell’integrare tali dati - solitamente una lista ordinata di punti, identificati tramite coordinate geografiche ricavate mediante un sistema di localizzazione, come il GPS - con le reti disponibili; nell’ambito dell’ingegneria dei trasporti, l’obiettivo è di identificare il percorso realmente scelto dall’utente per lo spostamento. Il presente lavoro si propone l’obiettivo di studiare alcune metodologie di map-matching per l’identificazione degli itinerari degli utenti, in particolare della mobilità ciclabile. Nel primo capitolo è esposto il funzionamento dei sistemi di posizionamento e in particolare del sistema GPS: ne sono discusse le caratteristiche, la suddivisione nei vari segmenti, gli errori di misurazione e la cartografia di riferimento. Nel secondo capitolo sono presentati i vari aspetti del procedimento di map-matching, le sue principali applicazioni e alcune possibili classificazioni degli algoritmi di map-matching sviluppati in letteratura. Nel terzo capitolo è esposto lo studio eseguito su diversi algoritmi di map-matching, che sono stati testati su un database di spostamenti di ciclisti nell’area urbana di Bologna, registrati tramite i loro smartphone sotto forma di punti GPS, e sulla relativa rete. Si analizzano altresì i risultati ottenuti in un secondo ambiente di testing, predisposto nell’area urbana di Catania, dove sono state registrate in modo analogo alcune tracce di prova, e utilizzata la relativa rete. La comparazione degli algoritmi è eseguita graficamente e attraverso degli indicatori. Vengono inoltre proposti e valutati due algoritmi che forniscono un aggiornamento di quelli analizzati, al fine di migliorarne le prestazioni in termini di accuratezza dei risultati e di costo computazionale.

Three-dimensional electroanatomic entrainment map in atypical atrial flutter late after heart transplantation

Atrial flutter in the donor part of orthotopic heart transplants has been reported and successfully treated by radiofrequency ablation of the cavotricuspid isthmus, but mapping and ablation of atypical flutter circuits may be challenging.(1) Entrainment mapping has been used in combination with activation mapping to define the mechanism of atypical atrial flutter. Here, we report a case where colour-coded three-dimensional (3D) entrainment mapping allowed us to accurately determine and visualize the 3D location of the reentrant circuit and to plan the ablation of a left atrial flutter without the need for activation mapping.

Targeting G protein-coupled receptor kinases (GRKs) in Heart Failure

In the human body, over 1000 different G protein-coupled receptors (GPCRs) mediate a broad spectrum of extracellular signals at the plasma membrane, transmitting vital physiological features such as pain, sight, smell, inflammation, heart rate and contractility of muscle cells. Signaling through these receptors is primarily controlled and regulated by a group of kinases, the GPCR kinases (GRKs), of which only seven are known and thus, interference with these common downstream GPCR regulators suggests a powerful therapeutic strategy. Molecular modulation of the kinases that are ubiquitously expressed in the heart has proven GRK2, and also GRK5, to be promising targets for prevention and reversal of one of the most severe pathologies in man, chronic heart failure (HF). In this article we will focus on the structural aspects of these GRKs important for their physiological and pathological regulation as well as well known and novel therapeutic approaches that target these GRKs in order to overcome the development of cardiac injury and progression of HF.