Model-based Segmentation and Image Fusion of 3D Computed Tomography and 3D Ultrasound of the Eye for Radiotherapy Planning

For radiotherapy treatment planning of retinoblastoma inchildhood, Computed Tomography (CT) represents thestandard method for tumor volume delineation, despitesome inherent limitations. CT scan is very useful inproviding information on physical density for dosecalculation and morphological volumetric information butpresents a low sensitivity in assessing the tumorviability. On the other hand, 3D ultrasound (US) allows ahigh accurate definition of the tumor volume thanks toits high spatial resolution but it is not currentlyintegrated in the treatment planning but used only fordiagnosis and follow-up. Our ultimate goal is anautomatic segmentation of gross tumor volume (GTV) in the3D US, the segmentation of the organs at risk (OAR) inthe CT and the registration of both. In this paper, wepresent some preliminary results in this direction. Wepresent 3D active contour-based segmentation of the eyeball and the lens in CT images; the presented approachincorporates the prior knowledge of the anatomy by usinga 3D geometrical eye model. The automated segmentationresults are validated by comparing with manualsegmentations. Then, for the fusion of 3D CT and USimages, we present two approaches: (i) landmark-basedtransformation, and (ii) object-based transformation thatmakes use of eye ball contour information on CT and USimages.

The human epidermal differentiation complex: cornified envelope precursors, S100 proteins and the 'fused genes' family.

  The skin is essential for survival and protects our body against biological attacks, physical stress, chemical injury, water loss, ultraviolet radiation and immunological impairment. The epidermal barrier constitutes the primordial frontline of this defense established during terminal differentiation. During this complex process proliferating basal keratinocytes become suprabasally mitotically inactive and move through four epidermal layers (basal, spinous, granular and layer, stratum corneum) constantly adapting to the needs of the respective cell layer. As a result, squamous keratinocytes contain polymerized keratin intermediate filament bundles and a water-retaining matrix surrounded by the cross-linked cornified cell envelope (CE) with ceramide lipids attached on the outer surface. These cells are concomitantly insulated by intercellular lipid lamellae and hold together by corneodesmosmes. Many proteins essential for epidermal differentiation are encoded by genes clustered on chromosomal human region 1q21. These genes constitute the 'epidermal differentiation complex' (EDC), which is divided on the basis of common gene and protein structures, in three gene families: (i) CE precursors, (ii) S100A and (iii) S100 fused genes. EDC protein expression is regulated in a gene and tissue-specific manner by a pool of transcription factors. Among them, Klf4, Grhl3 and Arnt are essential, and their deletion in mice is lethal. The importance of the EDC is further reflected by human diseases: FLG mutations are the strongest risk factor for atopic dermatitis (AD) and for AD-associated asthma, and faulty CE formation caused by TG1 deficiency causes life-threatening lamellar ichthyosis. Here, we review the EDC genes and the progress in this field.

Mécanismes moléculaires de la sécrétion d'insuline : implication de Slac2c/MyRIP, protéine effectrice de Rab27a, et rôle des phosphoinositides dans le processus d'exocytose

Résumé : La sécrétion de l'insuline en réponse au glucose circulant dans le sang est la fonction principale de la cellule β. La perte de cette fonction est une des caractéristiques du diabète de type 2. L'exocytose est une fonction cellulaire indispensable au renouvellement des composants lipidiques et protéiques de la membrane cellulaire, à la communication entre les cellules et au maintien d'un environnement adéquat. On peut distinguer deux types d'exocytose : l'exocytose constitutive et l'exocytose régulée. Cette dernière est déclenchée par des stimuli externes. L'exocytose régulée est contrôlée au niveau de la fusion des vésicules de sécrétion avec la membrane plasmique. Certains composants moléculaires impliqués dans ce processus font partie de la famille des GTPases Rab. Les deux membres de cette famille impliqués sont Rab3 et Rab27. Nous avons étudié le rôle de la GTPase Rab27 dans les cellules INS-1E, une lignée cellulaire pancréatique β qui sécrète de l'insuline de façon régulée. Nous avons trouvé que la diminution d'expression de la protéine en utilisant le technique de « RNA interference » diminue la sécrétion stimulée, mais que la distribution des granules n'est nullement affectées par ce changement d'activité intrinsèque. Un des effecteurs identifiés de cette GTPase est Slac2c/MyRIP. Cette protéine possède plusieurs domaines fonctionnels dont un qui lui permet de se lier à l'actine, constituant du cytosquelette cellulaire. L'ensemble de nos résultats suggèrent que Rab27 et MyRIP font partie d'un complexe permettant l'interaction de la granule de sécrétion avec le cytosquelette d'actine corticale et participent à la régulation des dernières étapes de l'exocytose d'insuline. Ensuite, nous avons étudié les phosphoinositides (PI). Les phosphoinositides sont d'importantes molécules impliquées dans le régulation du trafic vésiculaire. Nous avons trouvé que le phosphatidylinosito1-4-phosphate (PI4P) et le phosphatidylinositol-4,5-biphosphate (PI(4,5)P2) augmentent la sécrétion sous l'action de 10µM de Ca2+ dans les cellules INS-1E perméabilisées avec la streptolysine-O. En plus, nous avons démontré que l'exocytose est diminuée dans les cellules intactes exprimant une protéine qui séquestre le PI(4,5)P2. Une diminution similaire est observée en diminuant l'expression de deux enzymes impliquées dans la production du PI(4,5)P2, la PI4Kinase β type III et la PIP5Kinase γ type I. Pour clarifier le mécanisme d'action des PI, nous avons investigué l'implication de trois cibles potentielles des PI, la PLD1, CAPS1 et Mint1. Pour ce faire, nous avons réduit le niveau d'expression endogène de ces protéines, ce qui inhibe la libération d'hormones provoquée par le glucose. Tout ceci indique donc que la production du PI(4,5)P2 est nécessaire pour le contrôle de la sécrétion et suggère qu'une partie de l'effet du PI sur la sécrétion pourrait être exercé par l'activation de la PLD1, CAPS1 et Mint1. Abstract Insulin release from pancreatic β-cells plays an essential role in the achievement of blood glucose homeostasis and defects in the regulation of this process lead to profound metabolic disorders and hyperglycaemia (eg. type 2 diabetes). Almost every cell in our organism releases proteins and other biological compounds using a fundamental cellular process known as constitutive exocytosis. In exocrine and endocrine glands, the cells are endowed with an additional and more refined release mechanism directly tuned by extracellular signals. This process, referred to as regulated exocytosis, ensures the timely delivery of molecules such as peptide hormones and digestive enzymes to match the moment¬-to-moment requirements of the organism. Some of the molecular components involved in this process have been identified, including Rab3 and Rab27, two GTPases that regulate the final steps of secretion in many cells. We investigated the involvement of Rab27 GTPase in the secretory process of the insulin-secreting cell line INS-1E. We found that selective reduction of Rab27 expression by RNA interference did not alter granule distribution but impaired exocytosis triggered by insulin secretagogues. Screening for potential effectors revealed that Slac2c/MyRIP is associated with granules and attenuation of Slac2c expression severely impaired hormone release. This protein contains several functional domains, including, a binding domain for the cellular cytoskeleton constituent actin. Taken together our data suggest the Rab27 and MyRIP are part of a complex mediating the interaction of secretory granules with cortical cytoskeleton and participate to the regulation of the final steps in insulin exoctytosis. In the second part of the thesis, we studied phosphoinositides (PI). Phosphoinositides are important molecules involved in the regulation of vesicular trafficking. We found that phosphatidylinosito1-4-phosphate (PI4P) and phosphatidylinosito1-4,5-biphosphate (PI(4,5)P2) increase the secretory response triggered by 10µM Ca2+ in streptolysin-O permeabilized insulin-secreting INS-1E cells. In addition, nutrient-induced exocytosis was diminished in intact cells expressing constructs that sequester PI(4,5)P2. A similar decrease was observed after silencing of two enzymes involved in PI(4,5)P2 production, type III PI4Kinase β and type I PIP5Kinase γ, by RNA interference. To clarify the mechanism of action of PI, we investigated the involvement in the regulation of exocytosis of three potential PI targets, PLD1, CAPS1 and Mint1. Transfection of cells with silencers capable of reducing the endogenous levels of these proteins inhibited hormone release elicited by glucose. Our data indicate that the production PI(4,5)P2 is necessary for proper control of p-cell secretion and suggest that at least part of the effects of PI on insulin exocytosis could be exerted through the activation of PLD1, CAPS1 and Mint1.

Common variants near MC4R are associated with fat mass, weight and risk of obesity.

To identify common variants influencing body mass index (BMI), we analyzed genome-wide association data from 16,876 individuals of European descent. After previously reported variants in FTO, the strongest association signal (rs17782313, P = 2.9 x 10(-6)) mapped 188 kb downstream of MC4R (melanocortin-4 receptor), mutations of which are the leading cause of monogenic severe childhood-onset obesity. We confirmed the BMI association in 60,352 adults (per-allele effect = 0.05 Z-score units; P = 2.8 x 10(-15)) and 5,988 children aged 7-11 (0.13 Z-score units; P = 1.5 x 10(-8)). In case-control analyses (n = 10,583), the odds for severe childhood obesity reached 1.30 (P = 8.0 x 10(-11)). Furthermore, we observed overtransmission of the risk allele to obese offspring in 660 families (P (pedigree disequilibrium test average; PDT-avg) = 2.4 x 10(-4)). The SNP location and patterns of phenotypic associations are consistent with effects mediated through altered MC4R function. Our findings establish that common variants near MC4R influence fat mass, weight and obesity risk at the population level and reinforce the need for large-scale data integration to identify variants influencing continuous biomedical traits.

Retinal degeneration depends on Bmi1 function and reactivation of cell cycle proteins.

The epigenetic regulator Bmi1 controls proliferation in many organs. Reexpression of cell cycle proteins such as cyclin-dependent kinases (CDKs) is a hallmark of neuronal apoptosis in neurodegenerative diseases. Here we address the potential role of Bmi1 as a key regulator of cell cycle proteins during neuronal apoptosis. We show that several cell cycle proteins are expressed in different models of retinal degeneration and required in the Rd1 photoreceptor death process. Deleting E2f1, a downstream target of CDKs, provided temporary protection in Rd1 mice. Most importantly, genetic ablation of Bmi1 provided extensive photoreceptor survival and improvement of retinal function in Rd1 mice, mediated by a decrease in cell cycle markers and regulators independent of p16(Ink4a) and p19(Arf). These data reveal that Bmi1 controls the cell cycle-related death process, highlighting this pathway as a promising therapeutic target for neuroprotection in retinal dystrophies.

Molecular chaperones are nanomachines that catalytically unfold misfolded and alternatively folded proteins.

By virtue of their general ability to bind (hold) translocating or unfolding polypeptides otherwise doomed to aggregate, molecular chaperones are commonly dubbed "holdases". Yet, chaperones also carry physiological functions that do not necessitate prevention of aggregation, such as altering the native states of proteins, as in the disassembly of SNARE complexes and clathrin coats. To carry such physiological functions, major members of the Hsp70, Hsp110, Hsp100, and Hsp60/CCT chaperone families act as catalytic unfolding enzymes or unfoldases that drive iterative cycles of protein binding, unfolding/pulling, and release. One unfoldase chaperone may thus successively convert many misfolded or alternatively folded polypeptide substrates into transiently unfolded intermediates, which, once released, can spontaneously refold into low-affinity native products. Whereas during stress, a large excess of non-catalytic chaperones in holding mode may optimally prevent protein aggregation, after the stress, catalytic disaggregases and unfoldases may act as nanomachines that use the energy of ATP hydrolysis to repair proteins with compromised conformations. Thus, holding and catalytic unfolding chaperones can act as primary cellular defenses against the formation of early misfolded and aggregated proteotoxic conformers in order to avert or retard the onset of degenerative protein conformational diseases.

Rapid, simple and high yield production of recombinant proteins in mammalian cells using a versatile episomal system.

Many research projects in life sciences require purified biologically active recombinant protein. In addition, different formats of a given protein may be needed at different steps of experimental studies. Thus, the number of protein variants to be expressed and purified in short periods of time can expand very quickly. We have therefore developed a rapid and flexible expression system based on described episomal vector replication to generate semi-stable cell pools that secrete recombinant proteins. We cultured these pools in serum-containing medium to avoid time-consuming adaptation of cells to serum-free conditions, maintain cell viability and reuse the cultures for multiple rounds of protein production. As such, an efficient single step affinity process to purify recombinant proteins from serum-containing medium was optimized. Furthermore, a series of multi-cistronic vectors were designed to enable simultaneous expression of proteins and their biotinylation in vivo as well as fast selection of protein-expressing cell pools. Combining these improved procedures and innovative steps, exemplified with seven cytokines and cytokine receptors, we were able to produce biologically active recombinant endotoxin free protein at the milligram scale in 4-6weeks from molecular cloning to protein purification.

Gene transfer of programmed death ligand-1.Ig prolongs cardiac allograft survival.

BACKGROUND: The CD28 homologue programmed death-1 (PD-1) and its ligands, PD-L1 and PD-L2 (which are homologous to B7), constitute an inhibitory pathway of T cell costimulation. The PD-1 pathway is of interest for immune-mediated diseases given that PD-1-deficient mice develop autoimmune diseases. We have evaluated the effect of local overexpression of a PD-L1.Ig fusion protein on cardiac allograft survival. METHODS: Adenovirus-mediated PD-L1.Ig gene transfer was performed in F344 rat donor hearts placed in the abdominal position in Lewis recipients. Inflammatory cell infiltrates in the grafts were assessed by immunohistochemistry. RESULTS: Allografts transduced with the PD-L1.Ig gene survived for longer periods of time compared with those receiving noncoding adenovirus or virus dilution buffer alone: median survival time (MST), 17 (range: 16-20) days vs. 11 (8-14) and 9 (8-13) days, respectively (P < 0.001). PD-L1.Ig gene transfer combined with a subtherapeutic regimen of cyclosporin A (CsA) was superior to CsA alone: MST, 25 (15-42) vs. 15 (13-19) days (P < 0.05). PD-L1.Ig gene transfer was associated with decreased numbers of CD4 cells and monocytes/macrophages infiltrating the graft (P < 0.05). CONCLUSIONS: Localized PD-L1.Ig expression in donor hearts attenuates acute allograft rejection in a rat model. The effect is additive to that of a subtherapeutic regimen of CsA. These results suggest that targeting of PD-1 by gene therapy may inhibit acute cardiac allograft rejection in vivo.