Brain tissue segmentation on Diffusion Weighted Magnetic Resonance data

Introduction Diffusion weighted Imaging (DWI) techniques are able to measure, in vivo and non-invasively, the diffusivity of water molecules inside the human brain. DWI has been applied on cerebral ischemia, brain maturation, epilepsy, multiple sclerosis, etc. [1]. Nowadays, there is a very high availability of these images. DWI allows the identification of brain tissues, so its accurate segmentation is a common initial step for the referred applications. Materials and Methods We present a validation study on automated segmentation of DWI based on the Gaussian mixture and hidden Markov random field models. This methodology is widely solved with iterative conditional modes algorithm, but some studies suggest [2] that graph-cuts (GC) algorithms improve the results when initialization is not close to the final solution. We implemented a segmentation tool integrating ITK with a GC algorithm [3], and a validation software using fuzzy overlap measures [4]. Results Segmentation accuracy of each tool is tested against a gold-standard segmentation obtained from a T1 MPRAGE magnetic resonance image of the same subject, registered to the DWI space. The proposed software shows meaningful improvements by using the GC energy minimization approach on DTI and DSI (Diffusion Spectrum Imaging) data. Conclusions The brain tissues segmentation on DWI is a fundamental step on many applications. Accuracy and robustness improvements are achieved with the proposed software, with high impact on the application’s final result.

MBIS: Multivariate Bayesian Image Segmentation Tool

We present MBIS (Multivariate Bayesian Image Segmentation tool), a clustering tool based on the mixture of multivariate normal distributions model. MBIS supports multi-channel bias field correction based on a B-spline model. A second methodological novelty is the inclusion of graph-cuts optimization for the stationary anisotropic hidden Markov random field model. Along with MBIS, we release an evaluation framework that contains three different experiments on multi-site data. We first validate the accuracy of segmentation and the estimated bias field for each channel. MBIS outperforms a widely used segmentation tool in a cross-comparison evaluation. The second experiment demonstrates the robustness of results on atlas-free segmentation of two image sets from scan-rescan protocols on 21 healthy subjects. Multivariate segmentation is more replicable than the monospectral counterpart on T1-weighted images. Finally, we provide a third experiment to illustrate how MBIS can be used in a large-scale study of tissue volume change with increasing age in 584 healthy subjects. This last result is meaningful as multivariate segmentation performs robustly without the need for prior knowledge.

Agrupaciones heterogéneas e intervención en arquitecturas existentes

Esta tesis doctoral profundiza, dentro del campo de la práctica del proyecto arquitectónico, en aquellas técnicas proyectuales que al intervenir sobre lo ya construido son capaces de cambiar su valor y su significado. La investigación tiene como objetivo demostrar que es posible revertir la obsolescencia de las arquitecturas ordinaras existentes mediante una técnica proyectual que hemos llamado agrupaciones heterogéneas. En ellas, la preexistencia y lo aportado inauguran un tiempo de convivencia que obliga a reinterpretar a la primera mientras que la segunda es forzada a traducir sus imaginarios. Esta investigación se conecta con el mundo del conocimiento a través de dos vectores, uno que lo enlaza con el estudio de las agrupaciones heterogéneas y otro con la intervención sobre arquitecturas ordinarias. Para el desarrollo de los trabajos, en una primera parte, se ha procedido al análisis de cada campo por separado a través del estudio de casos concretos: la plastic furniture de Charles y Ray Eames para el caso de las agrupaciones heterogéneas y el libro-manifiesto Plus de Frédéric Druot, Anne Lacaton y Jean-Philippe Vassal para la intervención sobre arquitecturas ordinarias. En cada estudio hemos obtenido unas conclusiones parciales: la arquitectura entendida como estado de encuentro y la teoría de la resistencia a los imaginarios. La segunda parte de la tesis toma el proyecto de Frank Gehry para su casa en Santa Mónica como un ejemplo en el que se ha revertido con éxito la obsolescencia de una arquitectura ordinaria a través de la técnica de las agrupaciones heterogéneas. A partir de ese ejemplo, y bajo la perspectiva de los dos campos estudiados, se propone una cartografía teórica para leer los procesos de innovación que tienen lugar al utilizar esta estrategia en diseño del proyecto. ABSTRACT This PhD thesis will provide an in-depth view of the techniques in practice in architectural projects, with proposals that are able to change the value and meaning of work that has already been built. The research is aimed at proving that it is possible to revert the obsolescence of the existing ordinary architecture using a project technique that we have called “heterogeneous ensembles”. In these ensembles, what existed beforehand and what has been contributed afterwards have brought about a new form of co-existence which forces the former to be reinterpreted and the latter to clarify its archetypes. This research connects to the world of knowledge through two vectors: one which links it to the study of the heterogeneous ensembles and the other to the work carried out on the ordinary architecture. To carry out this work, firstly we analysed each field separately by studying specific cases: the Charles and Ray Eames plastic furniture for the heterogeneous ensembles and the book and manifesto Plus by Frédéric Druot, Anne Lacaton and Jean- Philippe Vassal for the work carried out on the ordinary architecture. We drew partial conclusions in each study: architecture understood as a state of encounter and the theory of resistance to the archetypes. The second part of the thesis takes Frank Gehry’s project for his Santa Monica house as an example in which the obsolescence of ordinary architecture has been successfully reverted using the heterogeneous ensembles technique. Based on this example and from the standpoint of the two fields in question, we propose a theoretical cartography to read the innovation processes that take place when using this strategy in project design.

Molecular cloning and functional analysis of SUT-1, a sulfate transporter from human high endothelial venules

High endothelial venules (HEV) are specialized postcapillary venules found in lymphoid organs and chronically inflamed tissues that support high levels of lymphocyte extravasation from the blood. One of the major characteristics of HEV endothelial cells (HEVEC) is their capacity to incorporate large amounts of sulfate into sialomucin-type counter-receptors for the lymphocyte homing receptor L-selectin. Here, we show that HEVEC express two functional classes of sulfate transporters defined by their differential sensitivity to the anion-exchanger inhibitor 4,4′-diisothiocyanostilbene-2,2′-disulfonic acid (DIDS), and we report the molecular characterization of a DIDS-resistant sulfate transporter from human HEVEC, designated SUT-1. SUT-1 belongs to the family of Na+-coupled anion transporters and exhibits 40–50% amino acid identity with the rat renal Na+/sulfate cotransporter, NaSi-1, as well as with the human and rat Na+/dicarboxylate cotransporters, NaDC-1/SDCT1 and NaDC-3/SDCT2. Functional expression studies in cRNA-injected Xenopus laevis oocytes showed that SUT-1 mediates high levels of Na+-dependent sulfate transport, which is resistant to DIDS inhibition. The SUT-1 gene mapped to human chromosome 7q33. Northern blotting analysis revealed that SUT-1 exhibits a highly restricted tissue distribution, with abundant expression in placenta. Reverse transcription–PCR analysis indicated that SUT-1 and the diastrophic dysplasia sulfate transporter (DTD), one of the two known human DIDS-sensitive sulfate transporters, are coexpressed in HEVEC. SUT-1 and DTD could correspond, respectively, to the DIDS-resistant and DIDS-sensitive components of sulfate uptake in HEVEC. Together, these results demonstrate that SUT-1 is a distinct human Na+-coupled sulfate transporter, likely to play a major role in sulfate incorporation in HEV.

Human cells compromised for p53 function exhibit defective global and transcription-coupled nucleotide excision repair, whereas cells compromised for pRb function are defective only in global repair

After exposure to DNA-damaging agents, the p53 tumor suppressor protects against neoplastic transformation by inducing growth arrest and apoptosis. A series of investigations has also demonstrated that, in UV-exposed cells, p53 regulates the removal of DNA photoproducts from the genome overall (global nucleotide excision repair), but does not participate in an overlapping pathway that removes damage specifically from the transcribed strand of active genes (transcription-coupled nucleotide excision repair). Here, the highly sensitive ligation-mediated PCR was employed to quantify, at nucleotide resolution, the repair of UVB-induced cyclobutane pyrimidine dimers (CPDs) in genetically p53-deficient Li–Fraumeni skin fibroblasts, as well as in human lung fibroblasts expressing the human papillomavirus (HPV) E6 oncoprotein that functionally inactivates p53. Lung fibroblasts expressing the HPV E7 gene product, which similarly inactivates the retinoblastoma tumor-suppressor protein (pRb), were also investigated. pRb acts downstream of p53 to mediate G1 arrest, but has no demonstrated role in DNA repair. Relative to normal cells, HPV E6-expressing lung fibroblasts and Li–Fraumeni skin fibroblasts each manifested defective CPD repair along both the transcribed and nontranscribed strands of the p53 and/or c-jun loci. HPV E7-expressing lung fibroblasts also exhibited reduced CPD removal, but only along the nontranscribed strand. Our results provide striking evidence that transcription-coupled repair, in addition to global repair, are p53-dependent in UV-exposed human fibroblasts. Moreover, the observed DNA-repair defect in HPV E7-expressing cells reveals a function for this oncoprotein in HPV-mediated carcinogenesis, and may suggest a role for pRb in global nucleotide excision repair.

Nitric oxide inhibits tumor necrosis factor-α-induced apoptosis by reducing the generation of ceramide

Apoptosis triggered by death receptors proceeds after defined signal-transduction pathways. Whether signaling at the receptor level is regulated by intracellular messengers is still unknown. We have investigated the role of two messengers, ceramide and nitric oxide (NO), on the apoptotic pathway activated in human monocytic U937 cells by tumor necrosis factor-α (TNF-α) working at its p55 receptor. Two transduction events, the receptor recruitment of the adapter protein, TRADD, and the activation of the initiator caspase, caspase 8, were investigated. When administered alone, neither of the messengers had any effect on these events. In combination with TNF-α, however, ceramide potentiated, whereas NO inhibited, TNF-α-induced TRADD recruitment and caspase 8 activity. The effect of NO, which was cGMP-dependent, was due to inhibition of the TNF-α-induced generation of ceramide. Our results identify a mechanism of regulation of a signal-transduction pathway activated by death receptors.

Adaptation of the bovine spongiform encephalopathy agent to primates and comparison with Creutzfeldt– Jakob disease: Implications for human health

There is substantial scientific evidence to support the notion that bovine spongiform encephalopathy (BSE) has contaminated human beings, causing variant Creutzfeldt–Jakob disease (vCJD). This disease has raised concerns about the possibility of an iatrogenic secondary transmission to humans, because the biological properties of the primate-adapted BSE agent are unknown. We show that (i) BSE can be transmitted from primate to primate by intravenous route in 25 months, and (ii) an iatrogenic transmission of vCJD to humans could be readily recognized pathologically, whether it occurs by the central or peripheral route. Strain typing in mice demonstrates that the BSE agent adapts to macaques in the same way as it does to humans and confirms that the BSE agent is responsible for vCJD not only in the United Kingdom but also in France. The agent responsible for French iatrogenic growth hormone-linked CJD taken as a control is very different from vCJD but is similar to that found in one case of sporadic CJD and one sheep scrapie isolate. These data will be key in identifying the origin of human cases of prion disease, including accidental vCJD transmission, and could provide bases for vCJD risk assessment.

Optical probing of spin fluctuations of a single paramagnetic Mn atom in a semiconductor quantum dot

We analyzed the photoluminescence intermittency generated by a single paramagnetic spin localized in an individual semiconductor quantum dot. The statistics of the photons emitted by the quantum dot reflect the quantum fluctuations of the localized spin interacting with the injected carriers. Photon correlation measurements, which are reported here, reveal unique signatures of these fluctuations. A phenomenological model is proposed to quantitatively describe these observations, allowing a measurement of the spin dynamics of an individual magnetic atom at zero magnetic field. These results demonstrate the existence of an efficient spin-relaxation channel arising from a spin exchange with individual carriers surrounding the quantum dot. A theoretical description of a spin-flip mechanism involving spin exchange with surrounding carriers gives relaxation times in good agreement with the measured dynamics.

Déficience dans la réparation par excision de nucléotides en phase S induite par la séquestration du facteur de réplication RPA

Introduction Les lésions induites par les rayons UV peuvent causer des blocages dans la réplication de l'ADN. Ces dommages sont éliminés par le processus moléculaire très conservé de réparation par excision de nucléotides (NER). Nous avons précédemment démontré que la protéine ATR, une kinase majeure impliquée dans le stress réplicatif, est requise pour une NER efficace, et ce exclusivement durant la phase S. Des résultats subséquents ont suggéré que ce prérequis n’était pas lié à la réponse induite par ATR, mais plutôt d’une conséquence globale causée par la présence de stress réplicatif. En ce sens, nous mettons l’emphase qu’après irradiation UV, le complexe RPA joue un rôle crucial dans l'activation des mécanismes de NER ainsi que dans le redémarrage des fourches de réplication bloquées. Hypothèses: En général, les mutations qui confèrent une augmentation du stress réplicatif engendrent une séquestration excessive du facteur RPA aux fourches de réplication bloquées ce qui réduit son accessibilité pour le NER. Méthodes et résultats: Le modèle de la levure a été choisi pour vérifier cette hypothèse. Nous avons développé un essai de NER spécifique à chacune des phases du cycle cellulaire pour démontrer que les cellules déficientes en Mec1, l’homologue d’ATR, sont défectives dans la réparation par excision de nucléotides spécifiquement en phase S. De plus, plusieurs autres mutants de levure, caractérisés par un niveau de dommages spontanés élevé, ont aussi exhibé un défaut similaire. Ces mutants ont démontré une fréquence et une intensité de formation de foyers de RPA plus élevée. Finalement, une diminution partielle de RPA dans les levures a induit un défaut significatif dans le NER spécifiquement durant la phase S. Conclusion: Nos résultats supportent la notion que la séquestration de RPA aux fourches de réplication endommagées durant la phase S prévient son utilisation pour la réparation par excision de nucléotides ce qui inhibe fortement l'efficacité de réparation. Cette étude chez la levure facilite l’élucidation du phénomène analogue chez l’humain et, ultimement, comprend des implications majeures dans la compréhension du mécanisme de développement des cancers UV-dépendants.

Nocardia infection in solid organ transplant recipients: a multicenter European case-control study.

BACKGROUND  Nocardiosis is a rare, life-threatening opportunistic infection, affecting 0.04% to 3.5% of patients after solid organ transplantation (SOT). The aim of this study was to identify risk factors for Nocardia infection after SOT and to describe the presentation of nocardiosis in these patients. METHODS  We performed a retrospective case-control study of adult patients diagnosed with nocardiosis after SOT between 2000 and 2014 in 36 European (France, Belgium, Switzerland, Netherlands, Spain) centers. Two control subjects per case were matched by institution, transplant date and transplanted organ. A multivariable analysis was performed using conditional logistic regression to identify risk factors for nocardiosis. RESULTS  One hundred and seventeen cases of nocardiosis and 234 control patients were included. Nocardiosis occurred at a median of 17.5 [range 2-244] months after transplantation. In multivariable analysis, high calcineurin inhibitor trough levels in the month before diagnosis (OR=6.11 [2.58-14.51]), use of tacrolimus (OR=2.65 [1.17-6.00]) and corticosteroid dose (OR=1.12 [1.03-1.22]) at the time of diagnosis, patient age (OR=1.04 [1.02-1.07]) and length of stay in intensive care unit after SOT (OR=1.04 [1.00-1.09]) were independently associated with development of nocardiosis; low-dose cotrimoxazole prophylaxis was not found to prevent nocardiosis. Nocardia farcinica was more frequently associated with brain, skin and subcutaneous tissue infections than were other Nocardia species. Among the 30 cases with central nervous system nocardiosis, 13 (43.3%) had no neurological symptoms. CONCLUSIONS  We identified five risk factors for nocardiosis after SOT. Low-dose cotrimoxazole was not found to prevent Nocardia infection. These findings may help improve management of transplant recipients.