997 resultados para Complexity processing


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Abstract : Post-translational modifications such as proteolytic processing, phosphorylation, and glycosylation, add extra layers of complexity to proteomes and allow a finely tuned regulation of the activity of many proteins. The evolutionarily conserved cell-cycle and transcriptional regulator HCP-] is regulated by proteolytic maturation via which a stable heterodirneric complex of two cleaved subunits is formed from a single precursor protein. The human HCF-1 precursor is cleaved at six nearly identical 26 amino acid sequence repeats, called HCF-1pro repeats, which represent uncommon protease recognition sites dedicated to human HCF-1 proteolysis. This proteolytic maturation process is conserved in vertebrate HCF-1 homologues and is essential for the functions of the human protein in cell-cycle regulation; the mechanisms that execute and control HCF-1 proteolysis, however, remain poorly understood. In this dissertation I investigate the mechanisms of proteolytic maturation of HCF-1 proteins in different species. I show that the Drosophila homolog of human HCF-1, called dHCP, is proteolytically cleaved via a different mechanism than human HCF-1. dHCP is processed by the same protease, called Taspase], which cleaves one of the key developmental regulators in flies, the Trithorax protein. Maturation of HCP proteins via Taspase] cleavage is probably not particular to dHCP as many invertebrate HCP proteins, particularly insects and flatworms, possess Taspase] recognition sites. In contrast, the vertebrate HCF-1 proteins lack Taspase] recognition sites and the HCF-1pro repeats are not Taspase1 substrates, suggesting that multiple mechanisms for HCF-1 proteolytic maturation have appeared during evolution. I also show that the proteolytic activity responsible for the cleavage of the HCP- 1pro repeats is very difficult to characterize, being resistant to most protease inhibitors and very sensitive to biochemical fractionation. Moreover, the HCF-1pro repeats represent complex protease recognition sites and I demonstrate that, in addition to be the HCF-1 cleavage sites, these repeated sequences, also recruit the OG1cNAc transferase OGT. The OGT protein and the OG1cNAc modification of HCF-1 are both important for HCF-1pro repeat proteolysis. Interestingly, a human recombinant OGT purified from insect cells is able to induce cleavage of a HCF-1pro-repeat precursor in vitro, indicating that OGT either (i) induces HCF-1 autoproteolysis,(ii) is the HCF-1pro- repeat proteolytic activity itself, or (iii) physically associates with a proteolytic activity that is conserved in insect cells. In any case, OGT plays an important role in HCF-1 proteolytic maturation and perhaps a broader role in HCF-1 biological function. Résumé : Les modifications post-traductionelles pomme le clivage protéolytique, la phosphorylation, et la glycosylation, augmentent significativement la complexité des protéomes et permettent une régulation fine de l'activité de beaucoup de protéines. La protéine HCF-1, qui est un régulateur du cycle cellulaire et de la transcription, est elle- même régulée par clivage protéolytique. La protéine HCF-1 est en effet coupée en deux sous-unités qui s'associent l'une a l'autre pour former la protéine mature. Le précurseur de la protéine HCF-1 humaine est clivé à six sites correspondant à six séquences répétées nommées les HCF-1pro repeats, chacune composée de 26 acide aminés. Les HCF-1pro- repeats ne ressemblent ai aucune séquence de clivage protéolytique connue et sont présentes seulement dans les protéines HCF-1 chez les vertébrés. Bien que la maturation protéolytique d'HCF-1 soit essentielle pour les activités de cette protéine pendant le cycle cellulaire, les mécanismes qui la contrôlent restent inconnus. Au cours de mon travail de thèse, j'ai analysé les mécanismes de clivage protéolytique des protéines HCF dans différentes espèces. J'ai montré que la protéine de Drosophile homologue d'HCF-1 humaine nommée dHCF est clivée par une protéase nommée Taspase1. Ainsi, dHCF est clivé par la même protéase que celle qui induit la maturation protéolytique d'un des principaux facteurs du développement chez la mouche, la protéine Trithorax. La maturation de dHCF via le clivage par la Taspase1 n'est pas spécifique à la mouche, mais est probablement étendu à plusieurs protéines HCF chez les invertébrés, surtout dans les familles des insectes et des plathehninthes, car ces protéines HCF présentent des sites de reconnaissance pour la Taspasel. Par contre, les protéines HCF-1 chez les vertébrés n'ont pas de sites de reconnaissance pour la Taspasel et cela suggère que différents mécanismes de maturation des protéines HCF- ls ont apparu au cours de l'évolution. J'ai montré aussi que les HCF-1pro-repeats sont clivés par une activité protéolytique très difficile a identifier, car elle est résistante à la plupart des inhibiteurs de protéases, mais elle est très sensible au fractionnement biochimique. En plus, les HCF-1pro-repeats sont un site de protéolyse complexe qui ne sert pas seulement au clivage des protéines HCF- chez les vertébrés mais aussi à recruter l'enzyme responsable de la O- GlcNAcylation nommée OGT. La protéine OGT et la O-GlcNAcylatio d'HCF-1 sont toutes les deux importantes pour le clivage protéolytique des HCF1pro-repeats. Curieusement, la protéine OGT humaine produite dans des cellules d'insectes est capable de cliver les HCF-1pro repeats in vitro et cela suggère que OGT soit (i) induit le clivage autocatalytique cl'HCF-1, soit (ii) est elle-même l'activité protéolytique qui clive HCF4, soit (iii) est associée à une activité protéolytique conservée dans les cellules d'insectes qui a été co-purifiée avec OGT. En conclusion, OGT joue un rôle important dans la maturation protéolytique d'HCF-1 et peut-être aussi un rôle plus large dans les fonctions biologiques de la protéine HCF-1.

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Proneuropeptide Y (ProNPY) undergoes cleavage at a single dibasic site Lys38-Arg39 resulting in the formation of 1-39 amino acid NPY which is further processed successively by carboxypeptidase-like and peptidylglycine alpha-amidating monooxygenase enzymes. To investigate whether prohormone convertases are involved in ProNPY processing, a vaccinia virus derived expression system was used to coexpress recombinant ProNPY with each of the prohormone convertases PC1/3, PC2, furin, and PACE4 in Neuro2A and NIH 3T3 cell lines as regulated neuroendocrine and constitutive prototype cell lines, respectively. The analysis of processed products shows that only PC1/3 generates NPY in NIH 3T3 cells while both PC1/3 and PC2 are able to generate NPY in Neuro2A cells. The convertases furin and PACE4 are unable to process ProNPY in either cell line. Moreover, comparative in vitro cleavage of recombinant NPY precursor by the enzymes PC1/3, PC2 and furin shows that only PC1/3 and PC2 are involved in specific cleavage of the dibasic site. Kinetic studies demonstrate that PC1/3 cleaves ProNPY more efficiently than PC2. The main difference between the cleavage efficiency is observed in the Vmax values whereas no major difference is observed in Km values. In addition the cleavage by PC1/3 and PC2 of two peptides reproducing the dibasic cleavage site with different amino acid sequence lengths namely (20-49)-ProNPY and (28-43)-ProNPY was studied. These shortened ProNPY substrates, when recognized by the enzymes, are more efficiently cleaved than ProNPY itself. The shortest peptide is not cleaved by PC2 while it is by PC1/3. On the basis of these observations it is proposed, first, that the constitutive secreted NPY does not result from the cleavage carried out by ubiquitously expressed enzymes furin and PACE4; second, that PC1/3 and PC2 are not equipotent in the cleavage of ProNPY; and third, substrate peptide length might discriminate PC1/3 and PC2 processing activity.

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The aim of this study was to assess a population of patients with diabetes mellitus by means of the INTERMED, a classification system for case complexity integrating biological, psychosocial and health care related aspects of disease. The main hypothesis was that the INTERMED would identify distinct clusters of patients with different degrees of case complexity and different clinical outcomes. Patients (n=61) referred to a tertiary reference care centre were evaluated with the INTERMED and followed 9 months for HbA1c values and 6 months for health care utilisation. Cluster analysis revealed two clusters: cluster 1 (62%) consisting of complex patients with high INTERMED scores and cluster 2 (38%) consisting of less complex patients with lower INTERMED. Cluster 1 patients showed significantly higher HbA1c values and a tendency for increased health care utilisation. Total INTERMED scores were significantly related to HbA1c and explained 21% of its variance. In conclusion, different clusters of patients with different degrees of case complexity were identified by the INTERMED, allowing the detection of highly complex patients at risk for poor diabetes control. The INTERMED therefore provides an objective basis for clinical and scientific progress in diabetes mellitus. Ongoing intervention studies will have to confirm these preliminary data and to evaluate if management strategies based on the INTERMED profiles will improve outcomes.

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Forensic science is generally defined as the application of science to address questions related to the law. Too often, this view restricts the contribution of science to one single process which eventually aims at bringing individuals to court while minimising risk of miscarriage of justice. In order to go beyond this paradigm, we propose to refocus the attention towards traces themselves, as remnants of a criminal activity, and their information content. We postulate that traces contribute effectively to a wide variety of other informational processes that support decision making inmany situations. In particular, they inform actors of new policing strategies who place the treatment of information and intelligence at the centre of their systems. This contribution of forensic science to these security oriented models is still not well identified and captured. In order to create the best condition for the development of forensic intelligence, we suggest a framework that connects forensic science to intelligence-led policing (part I). Crime scene attendance and processing can be envisaged within this view. This approach gives indications abouthowto structure knowledge used by crime scene examiners in their effective practice (part II).

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Deficits in the processing of sensory reafferences have been suggested as accounting for age-related decline in motor coordination. Whether sensory reafferences are accurately processed can be assessed based on the bimanual advantage in tapping: because of tapping with an additional hand increases kinesthetic reafferences, bimanual tapping is characterized by a reduced inter-tap interval variability than unimanual tapping. A suppression of the bimanual advantage would thus indicate a deficit in sensory reafference. We tested whether elderly indeed show a reduced bimanual advantage by measuring unimanual (UM) and bimanual (BM) self-paced tapping performance in groups of young (n = 29) and old (n = 27) healthy adults. Electroencephalogram was recorded to assess the underlying patterns of oscillatory activity, a neurophysiological mechanism advanced to support the integration of sensory reafferences. Behaviorally, there was a significant interaction between the factors tapping condition and age group at the level of the inter-tap interval variability, driven by a lower variability in BM than UM tapping in the young, but not in the elderly group. This result indicates that in self-paced tapping, the bimanual advantage is absent in elderly. Electrophysiological results revealed an interaction between tapping condition and age group on low beta band (14âeuro"20 Hz) activity. Beta activity varied depending on the tapping condition in the elderly but not in the young group. Source estimations localized this effect within left superior parietal and left occipital areas. We interpret our results in terms of engagement of different mechanisms in the elderly depending on the tapping mode: a âeuro~kinestheticâeuro? mechanism for UM and a âeuro~visual imageryâeuro? mechanism for BM tapping movement.

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Depth-averaged velocities and unit discharges within a 30 km reach of one of the world's largest rivers, the Rio Parana, Argentina, were simulated using three hydrodynamic models with different process representations: a reduced complexity (RC) model that neglects most of the physics governing fluid flow, a two-dimensional model based on the shallow water equations, and a three-dimensional model based on the Reynolds-averaged Navier-Stokes equations. Row characteristics simulated using all three models were compared with data obtained by acoustic Doppler current profiler surveys at four cross sections within the study reach. This analysis demonstrates that, surprisingly, the performance of the RC model is generally equal to, and in some instances better than, that of the physics based models in terms of the statistical agreement between simulated and measured flow properties. In addition, in contrast to previous applications of RC models, the present study demonstrates that the RC model can successfully predict measured flow velocities. The strong performance of the RC model reflects, in part, the simplicity of the depth-averaged mean flow patterns within the study reach and the dominant role of channel-scale topographic features in controlling the flow dynamics. Moreover, the very low water surface slopes that typify large sand-bed rivers enable flow depths to be estimated reliably in the RC model using a simple fixed-lid planar water surface approximation. This approach overcomes a major problem encountered in the application of RC models in environments characterised by shallow flows and steep bed gradients. The RC model is four orders of magnitude faster than the physics based models when performing steady-state hydrodynamic calculations. However, the iterative nature of the RC model calculations implies a reduction in computational efficiency relative to some other RC models. A further implication of this is that, if used to simulate channel morphodynamics, the present RC model may offer only a marginal advantage in terms of computational efficiency over approaches based on the shallow water equations. These observations illustrate the trade off between model realism and efficiency that is a key consideration in RC modelling. Moreover, this outcome highlights a need to rethink the use of RC morphodynamic models in fluvial geomorphology and to move away from existing grid-based approaches, such as the popular cellular automata (CA) models, that remain essentially reductionist in nature. In the case of the world's largest sand-bed rivers, this might be achieved by implementing the RC model outlined here as one element within a hierarchical modelling framework that would enable computationally efficient simulation of the morphodynamics of large rivers over millennial time scales. (C) 2012 Elsevier B.V. All rights reserved.

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Understanding the extent of genomic transcription and its functional relevance is a central goal in genomics research. However, detailed genome-wide investigations of transcriptome complexity in major mammalian organs have been scarce. Here, using extensive RNA-seq data, we show that transcription of the genome is substantially more widespread in the testis than in other organs across representative mammals. Furthermore, we reveal that meiotic spermatocytes and especially postmeiotic round spermatids have remarkably diverse transcriptomes, which explains the high transcriptome complexity of the testis as a whole. The widespread transcriptional activity in spermatocytes and spermatids encompasses protein-coding and long noncoding RNA genes but also poorly conserves intergenic sequences, suggesting that it may not be of immediate functional relevance. Rather, our analyses of genome-wide epigenetic data suggest that this prevalent transcription, which most likely promoted the birth of new genes during evolution, is facilitated by an overall permissive chromatin in these germ cells that results from extensive chromatin remodeling.

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Remote sensing image processing is nowadays a mature research area. The techniques developed in the field allow many real-life applications with great societal value. For instance, urban monitoring, fire detection or flood prediction can have a great impact on economical and environmental issues. To attain such objectives, the remote sensing community has turned into a multidisciplinary field of science that embraces physics, signal theory, computer science, electronics, and communications. From a machine learning and signal/image processing point of view, all the applications are tackled under specific formalisms, such as classification and clustering, regression and function approximation, image coding, restoration and enhancement, source unmixing, data fusion or feature selection and extraction. This paper serves as a survey of methods and applications, and reviews the last methodological advances in remote sensing image processing.