4 resultados para 5-day mean

em AMS Tesi di Dottorato - Alm@DL - Università di Bologna


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The repressor element 1-silencing transcription factor (REST) was first identified as a protein that binds to a 21-bp DNA sequence element (known as repressor element 1 (RE1)) resulting in transcriptional repression of the neural-specific genes [Chong et al., 1995; Schoenherr and Anderson, 1995]. The original proposed role for REST was that of a factor responsible for restricting neuronal gene expression to the nervous system by silencing expression of these genes in non-neuronal cells. Although it was initially thought to repress neuronal genes in non-neuronal cells, the role of REST is complex and tissue dependent. In this study I investigated any role played by REST in the induction and patterning of differentiation of SH-SY5Y human neuroblastoma cells exposed to IGF-I. and phorbol 12- myristate 13-acetate (PMA) To down-regulate REST expression we developed an antisense (AS) strategy based on the use of phosphorothioate oligonucleotides (ODNs). In order to evaluate REST mRNA levels, we developed a real-time PCR technique and REST protein levels were evaluated by western blotting. Results showed that nuclear REST is increased in SH-SY5Y neuroblastoma cells cultured in SFM and exposed to IGF-I for 2-days and it then declines in 5-day-treated cells concomitant with a progressive neurite extension. Also the phorbol ester PMA was able to increase nuclear REST levels after 3-days treatment concomitant to neuronal differentiation of neuroblastoma cells, whereas, at later stages, it is down-regulated. Supporting these data, the exposure to PKC inhibitors (GF10923X and Gö6976) and PMA (16nM) reverted the effects observed with PMA alone. REST levels were related to morphological differentiation, expression of growth coneassociated protein 43 (GAP-43; a gene not regulated by REST) and of synapsin I and βIII tubulin (genes regulated by REST), proteins involved in the early stage of neuronal development. We observed that differentiation of SH-SY5Y cells by IGF-I and PMA was accompanied by a significant increase of these neuronal markers, an effect that was concomitant with REST decrease. In order to relate the decreased REST expression with a progressive neurite extension, I investigated any possible involvement of the ubiquitin–proteasome system (UPS), a multienzymatic pathway which degrades polyubiquinated soluble cytoplasmic proteins [Pickart and Cohen, 2004]. For this purpose, SH-SY5Y cells are concomitantly exposed to PMA and the proteasome inhibitor MG132. In SH-SY5Y exposed to PMA and MG 132, we observed an inverse pattern of expression of synapsin I and β- tubulin III, two neuronal differentiation markers regulated by REST. Their cytoplasmic levels are reduced when compared to cells exposed to PMA alone, as a consequence of the increase of REST expression by proteasome inhibitor. The majority of proteasome substrates identified to date are marked for degradation by polyubiquitinylation; however, exceptions to this principle, are well documented [Hoyt and Coffino, 2004]. Interestingly, REST degradation seems to be completely ubiquitin-independent. The expression pattern of REST could be consistent with the theory that, during early neuronal differentiation induced by IGF-I and PKC, it may help to repress the expression of several genes not yet required by the differentiation program and then it declines later. Interestingly, the observation that REST expression is progressively reduced in parallel with cell proliferation seems to indicate that the role of this transcription factor could also be related to cell survival or to counteract apotosis events [Lawinger et al., 2000] although, as shown by AS-ODN experiments, it does not seem to be directly involved in cell proliferation. Therefore, the decline of REST expression is a comparatively later event during maturation of neuroroblasts in vitro. Thus, we propose that REST is regulated by growth factors, like IGF-I, and PKC activators in a time-dependent manner: it is elevated during early steps of neural induction and could contribute to down-regulate genes not yet required by the differentiation program while it declines later for the acquisition of neural phenotypes, concomitantly with a progressive neurite extension. This later decline is regulated by the proteasome system activation in an ubiquitin-indipendent way and adds more evidences to the hypothesis that REST down-regulation contributes to differentiation and arrest of proliferation of neuroblastoma cells. Finally, the glycosylation pattern of the REST protein was analysed, moving from the observation that the molecular weight calculated on REST sequence is about 116 kDa but using western blotting this transcription factor appears to have distinct apparent molecular weight (see Table 1.1): this difference could be explained by post-translational modifications of the proteins, like glycosylation. In fact recently, several studies underlined the importance of O-glycosylation in modulating transcriptional silencing, protein phosphorylation, protein degradation by proteasome and protein–protein interactions [Julenius et al., 2005; Zachara and Hart, 2006]. Deglycosilating analysis showed that REST protein in SH-SY5Y and HEK293 cells is Oglycosylated and not N-glycosylated. Moreover, using several combination of deglycosilating enzymes it is possible to hypothesize the presence of Gal-β(1-3)-GalNAc residues on the endogenous REST, while β(1-4)-linked galactose residues may be present on recombinant REST protein expressed in HEK293 cells. However, the O-glycosylation process produces an immense multiplicity of chemical structures and monosaccharides must be sequentially hydrolyzed by a series of exoglycosidase. Further experiments are needed to characterize all the post-translational modification of the transcription factor REST.

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INTRODUCTION – In human medicine, diabetes mellitus (DM), hypertension, proteinuria and nephropathy are often associated although it is still not clear whether hypertension is the consequence or the cause of nephropathy and albuminuria. Microalbuminuria, in humans, is an early and sensitive marker which permits timely and effective therapy in the early phase of renal damage. Conversely, in dogs, these relationships were not fully investigated, even though hypertension has been associated with many diseases (Bodey and Michell, 1996). In a previous study, 20% of diabetic dogs were found proteinuric based on a U:P/C > 1 and 46% were hypertensive; this latter finding is similar to the prevalence of hypertension in diabetic people (40-80%) (Struble et al., 1998). In the same canine study, hypertension was also positively correlated with the duration of the disease, as is the case in human beings. Hypertension was also found to be a common complication of hypercortisolism (HC) in dogs, with a prevalence which varies from 50 (Goy-Thollot et al., 2002) to 80% (Danese and Aron, 1994).The aim of our study was to evaluate the urinary albumin to creatinine ratio (U:A/C) in dogs affected by Diabetes Mellitus and HC in order to ascertain if, as in human beings, it could represent an early and more sensitive marker of renal damage than U:P/C. Furthermore, the relationship between proteinuria and hypertension in DM and HC was also investigated. MATERIALS AND METHODS – Twenty dogs with DM, 14 with HC and 21 healthy dogs (control group) were included in the prospective case-control study. Inclusion criteria were hyperglycaemia, glicosuria and serum fructosamine above the reference range for DM dogs and a positive ACTH stimulation test and/or low-dose dexamethasone test and consistent findings of HC on abdominal ultrasonography in HC dogs. Dogs were excluded if affected by urinary tract infections and if the serum creatinine or urea values were above the reference range. At the moment of inclusion, an appropriate therapy had already been instituted less than 1 month earlier in 12 diabetic dogs. The control dogs were considered healthy based on clinical exam and clinicopathological findings. All dogs underwent urine sample collection by cystocentesis and systemic blood pressure measurement by means of either an oscillometric device (BP-88 Next, Colin Corporation, Japan) or by Doppler ultrasonic traducer (Minidop ES-100VX, Hadeco, Japan). The choice of method depended on the dog’s body weight: Doppler ultrasonography was employed in dogs < 20 kg of body weight and the oscillometric method in the other subjects. Dogs were considered hypertensive whenever systemic blood pressure was found ≥ 160 mmHg. The urine was assayed for U:P/C and U:A/C (Gentilini et al., 2005). The data between groups were compared using the Mann-Whitney U test. The reference ranges for U:P/C and U:A/C had already been established by our laboratory as 0.6 and 0.05, respectively. U:P/C and U:A/C findings were correlated to systemic blood pressure and Spearman R correlation coefficients were calculated. In all cases, p < 0.05 was considered statistically significant. RESULTS – The mean ± sd urinary albumin concentration in the three groups was 1.79 mg/dl ± 2.18; 20.02 mg/dl ± 43.25; 52.02 mg/dl ± 98.27, in healthy, diabetic and hypercortisolemic dogs, respectively. The urine albumin concentration differed significantly between healthy and diabetic dogs (p = 0.008) and between healthy and HC dogs (p = 0.011). U:A/C values ranged from 0.00 to 0.34 (mean ± sd 0.02 ± 0.07), 0.00 to 6.72 (mean ± sd 0.62 ± 1.52) and 0.00 to 5.52 (mean ± sd 1.27 ± 1.70) in the control, DM and HC groups, respectively; U:P/C values ranged from 0.1 to 0.6 (mean ± sd 0.17 ± 0.15) 0.1 to 6.6 (mean ± sd 0.93 ± 1.15) and 0.2 to 7.1 (mean ± sd 1.90 ± 2.11) in the control, DM and HC groups, respectively. In diabetic dogs, U:A/C was above the reference range in 11 out of 20 dogs (55%). Among these, 5/20 (25%) showed an increase only in the U:A/C ratio while, in 6/20 (30%), both the U:P/C and the U:A/C were abnormal. Among the latter, 4 dogs had already undergone therapy. In subjects affected with HC, U:P/C and U:A/C were both increased in 10/14 (71%) while in 2/14 (14%) only U:A/C was above the reference range. Overall, by comparing U:P/C and U:A/C in the various groups, a significant increase in protein excretion in disease-affected animals compared to healthy dogs was found. Blood pressure (BP) in diabetic subjects ranged from 88 to 203 mmHg (mean ± sd 143 ± 33 mmHg) and 7/20 (35%) dogs were found to be hypertensive. In HC dogs, BP ranged from 116 to 200 mmHg (mean ± sd 167 ± 26 mmHg) and 9/14 (64%) dogs were hypertensive. Blood pressure and proteinuria were not significantly correlated. Furthermore, in the DM group, U:P/C and U:A/C were both increased in 3 hypertensive dogs and 2 normotensive dogs while the only increase of U:A/C was observed in 2 hypertensive and 3 normotensive dogs. In the HC group, the U:P/C and the U:A/C were both increased in 6 hypertensive and 2 normotensive dogs; the U:A/C was the sole increased parameter in 1 hypertensive dog and in 1 dog with normal pressure. DISCUSSION AND CONCLUSION- The findings of this study suggest that, in dogs affected by DM and HC, an increase in U:P/C, U:A/C and systemic hypertension is frequently present. Remarkably, some dogs affected by both DM and HC showed an U:A/C but not U:P/C above the reference range. In diabetic dogs, albuminuria was observed in 25% of the subjects, suggesting the possibility that this parameter could be employed for detecting renal damage at an early phase when common semiquantiative tests and even U:P/C fall inside the reference range. In HC dogs, a higher number of subjects with overt proteinuria was found while only 14% presented an increase only in the U:A/C. This fact, associated with a greater number of hypertensive dogs having HC rather than DM, could suggest a greater influence on renal function by the mechanisms involved in hypertension secondary to hypercortisolemia. Furthermore, it is possible that, in HC dogs, the diagnosis was more delayed than in DM dogs. However, the lack of a statistically significant correlation between hypertension and increased protein excretion as well as the apparently random distribution of proteinuric subjects in normotensive and hypertensive cases, imply that other factors besides hypertension are involved in causing proteinuria. Longitudinal studies are needed to further investigate the relationship between hypertension and proteinuria.

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In this thesis we study three combinatorial optimization problems belonging to the classes of Network Design and Vehicle Routing problems that are strongly linked in the context of the design and management of transportation networks: the Non-Bifurcated Capacitated Network Design Problem (NBP), the Period Vehicle Routing Problem (PVRP) and the Pickup and Delivery Problem with Time Windows (PDPTW). These problems are NP-hard and contain as special cases some well known difficult problems such as the Traveling Salesman Problem and the Steiner Tree Problem. Moreover, they model the core structure of many practical problems arising in logistics and telecommunications. The NBP is the problem of designing the optimum network to satisfy a given set of traffic demands. Given a set of nodes, a set of potential links and a set of point-to-point demands called commodities, the objective is to select the links to install and dimension their capacities so that all the demands can be routed between their respective endpoints, and the sum of link fixed costs and commodity routing costs is minimized. The problem is called non- bifurcated because the solution network must allow each demand to follow a single path, i.e., the flow of each demand cannot be splitted. Although this is the case in many real applications, the NBP has received significantly less attention in the literature than other capacitated network design problems that allow bifurcation. We describe an exact algorithm for the NBP that is based on solving by an integer programming solver a formulation of the problem strengthened by simple valid inequalities and four new heuristic algorithms. One of these heuristics is an adaptive memory metaheuristic, based on partial enumeration, that could be applied to a wider class of structured combinatorial optimization problems. In the PVRP a fleet of vehicles of identical capacity must be used to service a set of customers over a planning period of several days. Each customer specifies a service frequency, a set of allowable day-combinations and a quantity of product that the customer must receive every time he is visited. For example, a customer may require to be visited twice during a 5-day period imposing that these visits take place on Monday-Thursday or Monday-Friday or Tuesday-Friday. The problem consists in simultaneously assigning a day- combination to each customer and in designing the vehicle routes for each day so that each customer is visited the required number of times, the number of routes on each day does not exceed the number of vehicles available, and the total cost of the routes over the period is minimized. We also consider a tactical variant of this problem, called Tactical Planning Vehicle Routing Problem, where customers require to be visited on a specific day of the period but a penalty cost, called service cost, can be paid to postpone the visit to a later day than that required. At our knowledge all the algorithms proposed in the literature for the PVRP are heuristics. In this thesis we present for the first time an exact algorithm for the PVRP that is based on different relaxations of a set partitioning-like formulation. The effectiveness of the proposed algorithm is tested on a set of instances from the literature and on a new set of instances. Finally, the PDPTW is to service a set of transportation requests using a fleet of identical vehicles of limited capacity located at a central depot. Each request specifies a pickup location and a delivery location and requires that a given quantity of load is transported from the pickup location to the delivery location. Moreover, each location can be visited only within an associated time window. Each vehicle can perform at most one route and the problem is to satisfy all the requests using the available vehicles so that each request is serviced by a single vehicle, the load on each vehicle does not exceed the capacity, and all locations are visited according to their time window. We formulate the PDPTW as a set partitioning-like problem with additional cuts and we propose an exact algorithm based on different relaxations of the mathematical formulation and a branch-and-cut-and-price algorithm. The new algorithm is tested on two classes of problems from the literature and compared with a recent branch-and-cut-and-price algorithm from the literature.

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The present work provides an ex-post assessment of the UK 5-a-day information campaign where the positive effects of information on consumption levels are disentangled from the potentially conflicting price dynamics. A model-based estimate of the counterfactual (no-intervention) scenario is computed using data from the Expenditure and Food Survey between 2002 and 2006. For this purpose fruit and vegetable demand is modelled employing Quadratic Almost Ideal Demand System (QUAIDS) specification with demographic effects and controlling for potential endogeneity of prices and total food expenditure.