Lesion detection and classification in breast cancer: evaluation of approaches based on morphological features, tracer kinetic modelling and semi-quantitative parameters in MR functional imaging (DCE-MRI)

The diagnosis, grading and classification of tumours has benefited considerably from the development of DCE-MRI which is now essential to the adequate clinical management of many tumour types due to its capability in detecting active angiogenesis. Several strategies have been proposed for DCE-MRI evaluation. Visual inspection of contrast agent concentration curves vs time is a very simple yet operator dependent procedure, therefore more objective approaches have been developed in order to facilitate comparison between studies. In so called model free approaches, descriptive or heuristic information extracted from time series raw data have been used for tissue classification. The main issue concerning these schemes is that they have not a direct interpretation in terms of physiological properties of the tissues. On the other hand, model based investigations typically involve compartmental tracer kinetic modelling and pixel-by-pixel estimation of kinetic parameters via non-linear regression applied on region of interests opportunely selected by the physician. This approach has the advantage to provide parameters directly related to the pathophysiological properties of the tissue such as vessel permeability, local regional blood flow, extraction fraction, concentration gradient between plasma and extravascular-extracellular space. Anyway, nonlinear modelling is computational demanding and the accuracy of the estimates can be affected by the signal-to-noise ratio and by the initial solutions. The principal aim of this thesis is investigate the use of semi-quantitative and quantitative parameters for segmentation and classification of breast lesion. The objectives can be subdivided as follow: describe the principal techniques to evaluate time intensity curve in DCE-MRI with focus on kinetic model proposed in literature; to evaluate the influence in parametrization choice for a classic bi-compartmental kinetic models; to evaluate the performance of a method for simultaneous tracer kinetic modelling and pixel classification; to evaluate performance of machine learning techniques training for segmentation and classification of breast lesion.

Demokratie, good governance und Entwicklung: Eine quantitative Analyse für 191 Staaten im Zeitraum 1996 bis 2005

Das Jahr 1989 markiert nicht nur den Beginn entscheidender geopolitischer Veränderungen, sondern gleichzeitig den Ursprung eines bedeutsamen Wandels in der internationalen Entwicklungszusammenarbeit. Mit der viel beachteten Studie ‚Sub-Saharan Africa – From Crisis to Sustainable Growth’ initiierte die Weltbank eine Debatte über die Relevanz institutioneller Faktoren für wirtschaftliche Entwicklung, die in den folgenden Jahren unter dem Titel ‚Good Governance’ erhebliche Bedeutung erlangte. Nahezu alle zentralen Akteure begannen, entsprechende Aspekte in ihrer praktischen Arbeit zu berücksichtigen, und entwickelten eigene Konzepte zu dieser Thematik. Wenn auch mit der Konzentration auf Institutionen als Entwicklungsdeterminanten eine grundlegende Gemeinsamkeit der Ansätze festzustellen ist, unterscheiden sie sich jedoch erheblich im Hinblick auf die Einbeziehung politischer Faktoren, so dass von einem einheitlichen Verständnis von ‚Good Governance’ nicht gesprochen werden kann. Während die meisten bilateralen Akteure sowie DAC und UNDP Demokratie und Menschenrechte explizit als zentrale Bestandteile betrachten, identifiziert die Weltbank einen Kern von Good Governance, der unabhängig von der Herrschaftsform, also sowohl in Demokratien wie auch in Autokratien, verwirklicht werden kann. Die Implikationen dieser Feststellung sind weit reichend. Zunächst erlaubt erst diese Sichtweise der Bank überhaupt, entsprechende Aspekte aufzugreifen, da ihr eine Berücksichtigung politischer Faktoren durch ihre Statuten verboten ist. Bedeutsamer ist allerdings, dass die Behauptung der Trennbarkeit von Good Governance und der Form politischer Herrschaft die Möglichkeit eröffnet, Entwicklung zu erreichen ohne eine demokratische Ordnung zu etablieren, da folglich autokratische Systeme in gleicher Weise wie Demokratien in der Lage sind, die institutionellen Voraussetzungen zu verwirklichen, welche als zentrale Determinanten für wirtschaftlichen Fortschritt identifiziert wurden. Damit entfällt nicht nur ein bedeutsamer Rechtfertigungsgrund für demokratische Herrschaft als solche, sondern rekurrierend auf bestimmte, dieser zu attestierende, entwicklungshemmende Charakteristika können Autokratien nun möglicherweise als überlegene Herrschaftsform verstanden werden, da sie durch jene nicht gekennzeichnet sind. Die Schlussfolgerungen der Weltbank unterstützen somit auch die vor allem im Zusammenhang mit der Erfolgsgeschichte der ostasiatischen Tigerstaaten vertretene Idee der Entwicklungsdiktatur, die heute mit dem Aufstieg der Volksrepublik China eine Renaissance erlebt. Der wirtschaftliche Erfolg dieser Staaten ist danach auf die überlegene Handlungsfähigkeit autokratischer Systeme zurückzuführen, während Demokratien aufgrund der Verantwortlichkeitsbeziehungen zwischen Regierenden und Regierten nicht in der Lage sind, die notwendigen Entscheidungen zu treffen und durchzusetzen. Die dargestellte Sichtweise der Weltbank ist allerdings von verschiedenen Autoren in Zweifel gezogen worden, die auch für ein im Wesentlichen auf technische Elemente beschränktes Good Governance-Konzept einen Zusammenhang mit der Form politischer Herrschaft erkennen. So wird beispielsweise vertreten, das Konzept der Bank bewege sich ausdrücklich nicht in einem systemneutralen Vakuum, sondern propagiere zumindest implizit die Etablierung demokratischer Regierungsformen. Im Übrigen steht die aus den Annahmen der Weltbank neuerlich abgeleitete Idee der Entwicklungsdiktatur in einem erheblichen Widerspruch zu der von multilateralen wie bilateralen Akteuren verstärkt verfolgten Förderung demokratischer Herrschaft als Mittel für wirtschaftliche Entwicklung sowie der fortschreitenden Verbreitung der Demokratie. Besteht nun doch ein Einfluss der Herrschaftsform auf die Verwirklichung von Good Governance als zentraler Entwicklungsdeterminante und kann zudem davon ausgegangen werden, dass Demokratien diesbezüglich Vorteile besitzen, dann ist eine Entwicklungsdiktatur keine denkbare Möglichkeit, sondern im Gegenteil demokratische Herrschaft der gebotene Weg zu wirtschaftlichem Wachstum bzw. einer Verbesserung der Lebensverhältnisse. Aufgrund der mit den Schlussfolgerungen der Weltbank verbundenen bedeutsamen Implikationen und der bisher weitestgehend fehlenden ausführlichen Thematisierung dieses Gegenstands in der Literatur ist eine detaillierte theoretische Betrachtung der Zusammenhänge zwischen den zentralen Elementen von Good Governance und demokratischer Herrschaft notwendig. Darüber hinaus sollen die angesprochenen Beziehungen auch einer empirischen Analyse unterzogen werden. Gegenstand dieser Arbeit ist deshalb die Fragestellung, ob Good Governance eine von demokratischer Herrschaft theoretisch und empirisch unabhängige Entwicklungsstrategie darstellt.

Semi-synthetic bile acids as novel drug candidate in liver diseases: physico-chemical characterization and HPLC-ES-MS/MS methods for their quali-quantitative analysis in different experimental animal models

The physico-chemical characterization, structure-pharmacokinetic and metabolism studies of new semi synthetic analogues of natural bile acids (BAs) drug candidates have been performed. Recent studies discovered a role of BAs as agonists of FXR and TGR5 receptor, thus opening new therapeutic target for the treatment of liver diseases or metabolic disorders. Up to twenty new semisynthetic analogues have been synthesized and studied in order to find promising novel drugs candidates. In order to define the BAs structure-activity relationship, their main physico-chemical properties (solubility, detergency, lipophilicity and affinity with serum albumin) have been measured with validated analytical methodologies. Their metabolism and biodistribution has been studied in “bile fistula rat”, model where each BA is acutely administered through duodenal and femoral infusion and bile collected at different time interval allowing to define the relationship between structure and intestinal absorption and hepatic uptake ,metabolism and systemic spill-over. One of the studied analogues, 6α-ethyl-3α7α-dihydroxy-5β-cholanic acid, analogue of CDCA (INT 747, Obeticholic Acid (OCA)), recently under approval for the treatment of cholestatic liver diseases, requires additional studies to ensure its safety and lack of toxicity when administered to patients with a strong liver impairment. For this purpose, CCl4 inhalation to rat causing hepatic decompensation (cirrhosis) animal model has been developed and used to define the difference of OCA biodistribution in respect to control animals trying to define whether peripheral tissues might be also exposed as a result of toxic plasma levels of OCA, evaluating also the endogenous BAs biodistribution. An accurate and sensitive HPLC-ES-MS/MS method is developed to identify and quantify all BAs in biological matrices (bile, plasma, urine, liver, kidney, intestinal content and tissue) for which a sample pretreatment have been optimized.

Qualitative and absolute quantitative studies of the cell-nanoparticle interaction

This thesis focused on the polymer’s influence on the interaction of polymeric NPs with epithelial cells. Furthermore, the measurement of single submicron nanoparticles in a commercially available flow cytometer was established, to provide a new method in the toolbox for nanoparticle-cell studies. This gave way to develop a routine for the absolute quantification of intracellular NPs via flow cytometry. rnThe cellular uptake of poly(methyl methacrylate) (PMMA), polystyrene (PS) and poly(L-lactide) (PLLA) nanoparticles was investigated via flow cytometry. PLLA-NPs were internalized the most efficiently. But upon co-incubation of PS and PLLA particles with cells, the two particles mutually influenced their uptake, slightly shifting the relative uptake efficiencies. This phenomenon should be based on specific properties of the different polymer materials. The findings indicated a competition (which is strongly influenced by properties of the respective polymeric material) for the uptake into the cells, allegedly due to competition for specific coatings with serum components that enhances the NPs’ cellular uptake. The fluorescence of single 150 nm particles was determined with a benchtop cytometer, breaching the machine’s detection limit but yielding precise NP fluorescence standardization factors. Up to now, these standardization factors are mostly determined by spectroscopic analysis of the particles’ dye content. Finally a flow cytometric routine for absolute particle counting in cells was devised. This quantitation revealed a low uptake efficiency for un-functionalized PMMA NPs of less than 150 NPs (approx. 0,001 % of added) per cell.rn

New analytical LC-mass spectrometry methodologies for the quali-quantitative determination of natural substances and drugs in complex matrices

This thesis reports an integrated analytical and physicochemical approach for the study of natural substances and new drugs based on mass spectrometry techniques combined with liquid chromatography. In particular, Chapter 1 concerns the study of Berberine a natural substance with pharmacological activity for the treatment of hepatobiliary and intestinal diseases. The first part focused on the relationships between physicochemical properties, pharmacokinetics and metabolism of Berberine and its metabolites. For this purpose a sensitive HPLC-ES-MS/MS method have been developed, validated and used to determine these compounds during their physicochemical properties studies and plasma levels of berberine and its metabolites including berberrubine(M1), demethylenberberine(M3), and jatrorrhizine(M4) in humans. Data show that M1, could have an efficient intestinal absorption by passive diffusion due to a keto-enol tautomerism confirmed by NMR studies and its higher plasma concentration. In the second part of Chapter 1, a comparison between M1 and BBR in vivo biodistribution in rat has been studied. In Chapter 2 a new HPLC-ES-MS/MS method for the simultaneous determination and quantification of glucosinolates, as glucoraphanin, glucoerucin and sinigrin, and isothiocyanates, as sulforaphane and erucin, has developed and validated. This method has been used for the analysis of functional foods enriched with vegetable extracts. Chapter 3 focused on a physicochemical study of the interaction between the bile acid sequestrants used in the treatment of hypercholesterolemia including colesevelam and cholestyramine with obeticolic acid (OCA), potent agonist of nuclear receptor farnesoid X (FXR). In particular, a new experimental model for the determination of equilibrium binding isotherm was developed. Chapter 4 focused on methodological aspects of new hard ionization coupled with liquid chromatography (Direct-EI-UHPLC-MS) not yet commercially available and potentially useful for qualitative analysis and for “transparent” molecules to soft ionization techniques. This method was applied to the analysis of several steroid derivatives.

Sviluppo di un algoritmo di calibrazione per analisi quantitative di immagini in microscopia a fluorescenza

Questo progetto di tesi ha come obiettivo lo sviluppo di un algoritmo per la correzione e la calibrazione delle immagini in microscopia a fluorescenza e della sua implementazione come programma. Infatti, senza tale calibrazione le immagini di microscopia a fluorescenza sarebbero intrinsecamente affette da molteplici tipi di distorsioni ottiche. Questo limita fortemente la possibilità di effettuare analisi quantitative del livello di fluorescenza osservato. Il difetto sul quale ci siamo soffermati è la disomogeneità di campo, ossia una non uniforme fluorescenza causata dalla forma irregolare del fascio di eccitazione. Per conseguire l'obiettivo da noi proposto è necessaria l'acquisizione, in parallelo al campione in esame, di immagini di calibrazione contenenti sfere nanometriche a fluorescenza nota. A partire da queste, tramite procedure di image processing da noi implementate, abbiamo stimato la funzione di correzione della fluorescenza, localmente per ogni punto dell'immagine. Per la creazione di tale algoritmo abbiamo ipotizzato una possibile distribuzione dell'intensità dovuta alla non omogeneità del fascio ed abbiamo quindi stimato i parametri tramite un'apposita procedura di maximum likelihood. Tale stima è stata eseguita tenendo conto di possibili effetti dovuti alla luminosità di background, alla sovrapposizione di più nanosfere e ad effetti di bordo nel corso dell'elaborazione. Questa procedura è stata ripetuta su quattro diverse immagini di calibrazione, per valutarne la consistenza e la validità. Inoltre, per poter verificare che il software di elaborazione abbia le desiderate proprietà di linearità tra segnale misurato ed intensità nota, ci siamo serviti di un'ulteriore immagine di calibrazione contenente una mistura di sfere nanometriche con intensità variabili su due ordini di grandezza. Il risultato di questo lavoro di tesi verrà incluso in un programma per la calibrazione delle immagini in fluorescenza acquisite al laboratorio di biofisica del Dipartimento di Fisica ed Astronomia di Bologna.

Cascading events triggering industrial accidents: quantitative assessment of NaTech and domino scenarios

The so called cascading events, which lead to high-impact low-frequency scenarios are rising concern worldwide. A chain of events result in a major industrial accident with dreadful (and often unpredicted) consequences. Cascading events can be the result of the realization of an external threat, like a terrorist attack a natural disaster or of “domino effect”. During domino events the escalation of a primary accident is driven by the propagation of the primary event to nearby units, causing an overall increment of the accident severity and an increment of the risk associated to an industrial installation. Also natural disasters, like intense flooding, hurricanes, earthquake and lightning are found capable to enhance the risk of an industrial area, triggering loss of containment of hazardous materials and in major accidents. The scientific community usually refers to those accidents as “NaTechs”: natural events triggering industrial accidents. In this document, a state of the art of available approaches to the modelling, assessment, prevention and management of domino and NaTech events is described. On the other hand, the relevant work carried out during past studies still needs to be consolidated and completed, in order to be applicable in a real industrial framework. New methodologies, developed during my research activity, aimed at the quantitative assessment of domino and NaTech accidents are presented. The tools and methods provided within this very study had the aim to assist the progress toward a consolidated and universal methodology for the assessment and prevention of cascading events, contributing to enhance safety and sustainability of the chemical and process industry.

Quantitative risk analysis as a tool in process design

La Quantitative Risk Analysis costituisce un valido strumento per la determinazione del rischio associato ad un’installazione industriale e per la successiva attuazione di piani di emergenza. Tuttavia, la sua applicazione nella progettazione di un lay-out richiede la scelta di un criterio in grado di valutare quale sia la disposizione ottimale al fine di minimizzare il rischio. In tal senso, le numerose procedure esistenti, sebbene efficaci, risultano piuttosto faticose e time-consuming. Nel presente lavoro viene dunque proposto un criterio semplice ed oggettivo per comparare i risultati di QRA applicate a differenti designs. Valutando l’area racchiusa nelle curve iso-rischio, vengono confrontate dapprima le metodologie esistenti per lo studio dell’effetto domino, e successivamente, viene applicata al caso di serbatoi in pressione una procedura integrata di Quantitative Risk Domino Assessment. I risultati ottenuti dimostrano chiaramente come sia possibile ridurre notevolmente il rischio di un’attività industriale agendo sulla disposizione delle apparecchiature, con l’obiettivo di limitare gli effetti di possibili scenari accidentali.

Qualitatitive and quantitative analysis of fish spoilage processes for development of new food monitoring systems

This study investigates the growth and metabolite production of microorganisms causing spoilage of Atlantic cod (Gadus morhua) fillets packaged under air and modified atmosphere (60 % CO2, 40 % O2). Samples were provided by two different retailers (A and B). Storage of packaged fillets occurred at 4 °C and 8 °C. Microbiological quality and metabolite production of cod fillets stored in MAP 4 °C, MAP 8 °C and air were monitored during 13 days, 7 days and 3 days of storage, respectively. Volatile compounds concentration in the headspace were quantified by Selective ion flow tube mass spectrometry and a correlation with microbiological spoilage was studied. The onset of volatile compounds detection was observed to be mostly around 7 log cfu/g of total psychrotrophic count. Trimethylamine and dimethyl sulfide were found to be the dominant volatiles in all of the tested storage conditions, nevertheless there was no close correlation between concentrations of each main VOC and percentages of rejection based on sensory evaluation. According to results it was concluded that they cannot be considered as only indicators of the quality of cod fillets stored in modified atmosphere and air.  

Quantitative analysis of extracapsular extension of metastatic lymph nodes and its significance in radiotherapy planning in head and neck squamous cell carcinoma

We performed a histopathologic analysis to assess the extent of the extracapsular extension (ECE) beyond the capsule of metastatic lymph nodes (LN) in head and neck cancer to determine appropriate clinical target volume (CTV) expansions.

Quantitative 1-Step DNA Methylation Analysis with Native Genomic DNA as Template

DNA methylation analysis currently requires complex multistep procedures based on bisulfite conversion of unmethylated cytosines or on methylation-sensitive endonucleases. To facilitate DNA methylation analysis, we have developed a quantitative 1-step assay for DNA methylation analysis.

Primer extension based quantitative polymerase chain reaction reveals consistent differences in the methylation status of the MGMT promoter in diffusely infiltrating gliomas (WHO grade II-IV) of adults

Diffusely infiltrating gliomas (WHO grade II-IV) are the most common primary brain tumours in adults. These tumours are not amenable to cure by surgery alone, so suitable biomarkers for adjuvant modalities are required to guide therapeutic decision-making. Epigenetic silencing of the O(6)-methylguanine-DNA methyltransferase (MGMT) gene by promoter methylation has been associated with longer survival of patients with high-grade gliomas who receive alkylating chemotherapy; and molecular testing for the methylation status of the MGMT promoter sequence is regarded as among the most relevant of such markers. We have developed a primer extension-based assay adapted to formalin-fixed paraffin-embedded tissues that enables quantitative assessment of the methylation status of the MGMT promoter. The assay is very sensitive, highly reproducible, and provides valid test results in nearly 100% of cases. Our results indicate that oligodendrogliomas, empirically known to have a relatively favourable prognosis, are also the most homogeneous entities in terms of MGMT promoter methylation. Conversely, astrocytomas, which are more prone to spontaneous progression to higher grade malignancy, are significantly more heterogeneous. In addition, we show that the degree of promoter methylation correlates with the prevalence of loss of heterozygosity on chromosome arm 1p in the oligodendroglioma group, but not the astrocytoma group. Our results may have potentially important implications for clinical molecular diagnosis.

Lumbar intervertebral disc abnormalities: comparison of quantitative T2 mapping with conventional MR at 3.0 T

To assess the relationship of morphologically defined lumbar disc abnormalities with quantitative T2 mapping.

Quantitative T2 mapping of knee cartilage: differentiation of healthy control cartilage and cartilage repair tissue in the knee with unloading - initial results

Purpose: To prospectively determine on T2 cartilage maps the effect of unloading during a clinical magnetic resonance (MR) examination in the postoperative follow-up of patients after matrix-associated autologous chondrocyte transplantation (MACT) of the knee joint. Materials and Methods: Ethical approval for this study was provided by the local ethics commission, and written informed consent was obtained. Thirty patients (mean age, 35.4 years +/- 10.5) with a mean postoperative follow-up period of 29.1 months +/- 24.4 were enrolled. A multiecho spin-echo T2-weighted sequence was performed at the beginning (early unloading) and end (late unloading) of the MR examination, with an interval of 45 minutes. Mean and zonal region of interest T2 measurements were obtained in control cartilage and cartilage repair tissue. Statistical analysis of variance was performed. Results: The change in T2 values of control cartilage (early unloading, 50.2 msec +/- 8.4; late unloading, 51.3 msec +/- 8.5) was less pronounced than the change in T2 values of cartilage repair tissue (early unloading, 51.8 msec +/- 11.7; late unloading, 56.1 msec +/- 14.4) (P = .024). The difference between control cartilage and cartilage repair tissue was not significant for early unloading (P = .314) but was significant for late unloading (P = .036). Zonal T2 measurements revealed a higher dependency on unloading for the superficial cartilage layer. Conclusion: Our results suggest that T2 relaxation can be used to assess early and late unloading values of articular cartilage in a clinical setting and that the time point of the quantitative T2 measurement affects the differentiation between native and abnormal articular cartilage. (c) RSNA, 2010.

Detection of degenerative cartilage disease: comparison of high-resolution morphological MR and quantitative T2 mapping at 3.0 Tesla

The aim of the study was to investigate the association of T2 relaxation times of the knee with early degenerative cartilage changes. Furthermore the impact of unloading the knee on T2 values was evaluated.