Rockfall hazard and risk assessments along roads at a regional scale: Example in Swiss Alps

Unlike fragmental rockfall runout assessments, there are only few robust methods to quantify rock-mass-failure susceptibilities at regional scale. A detailed slope angle analysis of recent Digital Elevation Models (DEM) can be used to detect potential rockfall source areas, thanks to the Slope Angle Distribution procedure. However, this method does not provide any information on block-release frequencies inside identified areas. The present paper adds to the Slope Angle Distribution of cliffs unit its normalized cumulative distribution function. This improvement is assimilated to a quantitative weighting of slope angles, introducing rock-mass-failure susceptibilities inside rockfall source areas previously detected. Then rockfall runout assessment is performed using the GIS- and process-based software Flow-R, providing relative frequencies for runout. Thus, taking into consideration both susceptibility results, this approach can be used to establish, after calibration, hazard and risk maps at regional scale. As an example, a risk analysis of vehicle traffic exposed to rockfalls is performed along the main roads of the Swiss alpine valley of Bagnes.

Distribution of arm velocity and frequency of arm usage during daily activity: objective outcome evaluation after shoulder surgery.

In clinical settings, functional evaluation of shoulder movement is primarily based on what the patient thinks he/she is able to do rather than what he/she is actually performing. We proposed a new approach for shoulder assessment based on inertial sensors to monitor arm movement in the daily routine. The detection of movement of the humerus relative to the trunk was first validated in a laboratory setting (sensitivity>95%, specificity>97%). Then, 41 control subjects and 21 patients suffering from a rotator cuff tear were evaluated (before and after surgery) using clinical questionnaires and a one-day measurement of arm movement. The quantity of movement was estimated with the movement frequency and its symmetry index (SIFr). The quality of movement was assessed using the Kolmogorov-Smirnov distance (KS) between the cumulative distribution of the arm velocity for controls and the same distribution for each patient. SIFr presented differences between patients and controls at 3 month follow-up (p<0.05) while KS showed differences also after 6 months (p<0.01). SIFr illustrated a change in dominance due to the disorder whereas KS, which appeared independent of the dominance and occupation, showed a change in movement velocity. Both parameters were correlated to clinical scores (R(2) reaching 0.5). This approach provides clinicians with new objective parameters for evaluating the functional ability of the shoulder in daily conditions, which could be useful for outcome assessment after surgery.

Respiratory variability in mechanically ventilated patients. Critical Care 2011

Introduction: Increased respiratory pattern variability is associated with improved oxygenation. Pressure support (PS) is a widely used partial-assist mechanical ventilation (MV) mode, in which each breathing cycle is initiated by flow or pressure variation at the airway due to patient inspiratory effort. Neurally adjusted ventilatory assist (NAVA) is relatively new and uses the electrical activity of the diaphragm (Eadi) to deliver ventilatory support proportional to the patient's inspiratory demand. We hypothesize that respiratory variability should be greater with NAVA compared with PS.Methods: Twenty-two patients underwent 20 minutes of PS followed by 20 minutes of NAVA. Flow and Eadi curves were used to obtain tidal volume (Vt) and ∫Eadi for 300 to 400 breaths in each patient. Patient-specific cumulative distribution functions (CDF) show the percentage Vt and ∫Eadi within a clinically defined (±10%) variability band for each patient. Values are normalized to patient-specific medians for direct comparison. Variability in Vt (outcome) is thus expressed in terms of variability in ∫Eadi (demand) on the same plot.Results: Variability in Vt relative to variability in ∫Eadi is significantly greater for NAVA than PS (P = 0.00012). Hence, greater variability in outcome Vt is obtained for a given demand in ∫Eadi, under NAVA, as illustrated in Figure 1 for a typical patient. A Fisher 2 × 2 contingency analysis showed that 45% of patients under NAVA had a Vt variability in equal proportion to ∫Eadi variability, versus 0% for PS (P < 0.05).Conclusions: NAVA yields greater variability in tidal volume, relative to ∫Eadi demand, and a better match between Vt and ∫Eadi. These results indicate that NAVA could achieve improved oxygenation compared with PS when sufficient underlying variability in ∫Eadi is present, due to its ability to achieve higher tidal volume variability from a given variability in ∫Eadi.

Classification of urban multi-angular image sequences by aligning their manifolds

When dealing with multi-angular image sequences, problems of reflectance changes due either to illumination and acquisition geometry, or to interactions with the atmosphere, naturally arise. These phenomena interplay with the scene and lead to a modification of the measured radiance: for example, according to the angle of acquisition, tall objects may be seen from top or from the side and different light scatterings may affect the surfaces. This results in shifts in the acquired radiance, that make the problem of multi-angular classification harder and might lead to catastrophic results, since surfaces with the same reflectance return significantly different signals. In this paper, rather than performing atmospheric or bi-directional reflection distribution function (BRDF) correction, a non-linear manifold learning approach is used to align data structures. This method maximizes the similarity between the different acquisitions by deforming their manifold, thus enhancing the transferability of classification models among the images of the sequence.

Structured sparsity for spatially coherent fibre orientation estimation in diffusion MRI.

We propose a novel formulation to solve the problem of intra-voxel reconstruction of the fibre orientation distribution function (FOD) in each voxel of the white matter of the brain from diffusion MRI data. The majority of the state-of-the-art methods in the field perform the reconstruction on a voxel-by-voxel level, promoting sparsity of the orientation distribution. Recent methods have proposed a global denoising of the diffusion data using spatial information prior to reconstruction, while others promote spatial regularisation through an additional empirical prior on the diffusion image at each q-space point. Our approach reconciles voxelwise sparsity and spatial regularisation and defines a spatially structured FOD sparsity prior, where the structure originates from the spatial coherence of the fibre orientation between neighbour voxels. The method is shown, through both simulated and real data, to enable accurate FOD reconstruction from a much lower number of q-space samples than the state of the art, typically 15 samples, even for quite adverse noise conditions.

Geospatial approach for defining the Wildland-Urban Interface in the Alpine environment

Problems related to fire hazard and fire management have become in recent decades one of the most relevant issues in the Wildland-Urban Interface (WUI), that is the area where human infrastructures meet or intermingle with natural vegetation. In this paper we develop a robust geospatial method for defining and mapping the WUI in the Alpine environment, where most interactions between infrastructures and wildland vegetation concern the fire ignition through human activities, whereas no significant threats exist for infrastructures due to contact with burning vegetation. We used the three Alpine Swiss cantons of Ticino, Valais and Grisons as the study area. The features representing anthropogenic infrastructures (urban or infrastructural components of the WUI) as well as forest cover related features (wildland component of the WUI) were selected from the Swiss Topographic Landscape Model (TLM3D). Georeferenced forest fire occurrences derived from the WSL Swissfire database were used to define suitable WUI interface distances. The Random Forest algorithm was applied to estimate the importance of predictor variables to fire ignition occurrence. This revealed that buildings and drivable roads are the most relevant anthropogenic components with respect to fire ignition. We consequently defined the combination of drivable roads and easily accessible (i.e. 100 m from the next drivable road) buildings as the WUI-relevant infrastructural component. For the definition of the interface (buffer) distance between WUI infrastructural and wildland components, we computed the empirical cumulative distribution functions (ECDF) of the percentage of ignition points (observed and simulated) arising at increasing distances from the selected infrastructures. The ECDF facilitates the calculation of both the distance at which a given percentage of ignition points occurred and, in turn, the amount of forest area covered at a given distance. Finally, we developed a GIS ModelBuilder routine to map the WUI for the selected buffer distance. The approach was found to be reproducible, robust (based on statistical analyses for evaluating parameters) and flexible (buffer distances depending on the targeted final area covered) so that fire managers may use it to detect WUI according to their specific priorities.

Predicted decrease in global climate suitability masks regional complexity of invasive fruit fly species response to climate change

Climate change affects the rate of insect invasions as well as the abundance, distribution and impacts of such invasions on a global scale. Among the principal analytical approaches to predicting and understanding future impacts of biological invasions are Species Distribution Models (SDMs), typically in the form of correlative Ecological Niche Models (ENMs). An underlying assumption of ENMs is that species-environment relationships remain preserved during extrapolations in space and time, although this is widely criticised. The semi-mechanistic modelling platform, CLIMEX, employs a top-down approach using species ecophysiological traits and is able to avoid some of the issues of extrapolation, making it highly applicable to investigating biological invasions in the context of climate change. The tephritid fruit flies (Diptera: Tephritidae) comprise some of the most successful invasive species and serious economic pests around the world. Here we project 12 tephritid species CLIMEX models into future climate scenarios to examine overall patterns of climate suitability and forecast potential distributional changes for this group. We further compare the aggregate response of the group against species-specific responses. We then consider additional drivers of biological invasions to examine how invasion potential is influenced by climate, fruit production and trade indices. Considering the group of tephritid species examined here, climate change is predicted to decrease global climate suitability and to shift the cumulative distribution poleward. However, when examining species-level patterns, the predominant directionality of range shifts for 11 of the 12 species is eastward. Most notably, management will need to consider regional changes in fruit fly species invasion potential where high fruit production, trade indices and predicted distributions of these flies overlap.

The MIGCLIM R package - seamless integration of dispersal constraints into projections of species distribution models

The MIGCLIM R package is a function library for the open source R software that enables the implementation of species-specific dispersal constraints into projections of species distribution models under environmental change and/or landscape fragmentation scenarios. The model is based on a cellular automaton and the basic modeling unit is a cell that is inhabited or not. Model parameters include dispersal distance and kernel, long distance dispersal, barriers to dispersal, propagule production potential and habitat invasibility. The MIGCLIM R package has been designed to be highly flexible in the parameter values it accepts, and to offer good compatibility with existing species distribution modeling software. Possible applications include the projection of future species distributions under environmental change conditions and modeling the spread of invasive species.

A direct approach to the discounted penalty function

This paper provides a new and accessible approach to establishing certain results concerning the discounted penalty function. The direct approach consists of two steps. In the first step, closed-form expressions are obtained in the special case in which the claim amount distribution is a combination of exponential distributions. A rational function is useful in this context. For the second step, one observes that the family of combinations of exponential distributions is dense. Hence, it suffices to reformulate the results of the first step to obtain general results. The surplus process has downward and upward jumps, modeled by two independent compound Poisson processes. If the distribution of the upward jumps is exponential, a series of new results can be obtained with ease. Subsequently, certain results of Gerber and Shiu [H. U. Gerber and E. S. W. Shiu, North American Actuarial Journal 2(1): 48–78 (1998)] can be reproduced. The two-step approach is also applied when an independent Wiener process is added to the surplus process. Certain results are related to Zhang et al. [Z. Zhang, H. Yang, and S. Li, Journal of Computational and Applied Mathematics 233: 1773–1 784 (2010)], which uses different methods.

Symmetry-breaking in cumulative measures of shapes of polymer models.

Using numerical simulations we investigate shapes of random equilateral open and closed chains, one of the simplest models of freely fluctuating polymers in a solution. We are interested in the 3D density distribution of the modeled polymers where the polymers have been aligned with respect to their three principal axes of inertia. This type of approach was pioneered by Theodorou and Suter in 1985. While individual configurations of the modeled polymers are almost always nonsymmetric, the approach of Theodorou and Suter results in cumulative shapes that are highly symmetric. By taking advantage of asymmetries within the individual configurations, we modify the procedure of aligning independent configurations in a way that shows their asymmetry. This approach reveals, for example, that the 3D density distribution for linear polymers has a bean shape predicted theoretically by Kuhn. The symmetry-breaking approach reveals complementary information to the traditional, symmetrical, 3D density distributions originally introduced by Theodorou and Suter.

Assessment of distribution and evolution of mechanical dyssynchrony in a porcine model of myocardial infarction by cardiovascular magnetic resonance.

BACKGROUND: We sought to investigate the relationship between infarct and dyssynchrony post- myocardial infarct (MI), in a porcine model. Mechanical dyssynchrony post-MI is associated with left ventricular (LV) remodeling and increased mortality. METHODS: Cine, gadolinium-contrast, and tagged cardiovascular magnetic resonance (CMR) were performed pre-MI, 9 ± 2 days (early post-MI), and 33 ± 10 days (late post-MI) post-MI in 6 pigs to characterize cardiac morphology, location and extent of MI, and regional mechanics. LV mechanics were assessed by circumferential strain (eC). Electro-anatomic mapping (EAM) was performed within 24 hrs of CMR and prior to sacrifice. RESULTS: Mean infarct size was 21 ± 4% of LV volume with evidence of post-MI remodeling. Global eC significantly decreased post MI (-27 ± 1.6% vs. -18 ± 2.5% (early) and -17 ± 2.7% (late), p < 0.0001) with no significant change in peri-MI and MI segments between early and late time-points. Time to peak strain (TTP) was significantly longer in MI, compared to normal and peri-MI segments, both early (440 ± 40 ms vs. 329 ± 40 ms and 332 ± 36 ms, respectively; p = 0.0002) and late post-MI (442 ± 63 ms vs. 321 ± 40 ms and 355 ± 61 ms, respectively; p = 0.012). The standard deviation of TTP in 16 segments (SD16) significantly increased post-MI: 28 ± 7 ms to 50 ± 10 ms (early, p = 0.012) to 54 ± 19 ms (late, p = 0.004), with no change between early and late post-MI time-points (p = 0.56). TTP was not related to reduction of segmental contractility. EAM revealed late electrical activation and greatly diminished conduction velocity in the infarct (5.7 ± 2.4 cm/s), when compared to peri-infarct (18.7 ± 10.3 cm/s) and remote myocardium (39 ± 20.5 cm/s). CONCLUSIONS: Mechanical dyssynchrony occurs early after MI and is the result of delayed electrical and mechanical activation in the infarct.

SOURCE, FATE AND FUNCTION OF EARLY GLIAL CELLS EXPRESSING NKX2.1 IN MOUSE EMBRYONIC BRAINS

The brain tissue is made of neuronal and glial cells generated in the germinal layer bordering the ventricles. These cells divide, differentiate and migrate following specific pathways. The specification of GABAergic interneurons and glutamatergic neurons has been broadly studied but little is known about the origin, the fate and the function of early glial cells in the embryonic telencephalon. It has been commonly accepted since long that the glial cells and more particularly the astrocytes were generated after neurogenesis from the dorsal telencephalon. However, our work shows that, unlike what was previously thought, numerous glial cells (astroglia and polydendrocytes) are generated during neurogenesis in the early embryonic stages from E14.5 to E16.5, and originate from the ventral Nkx2.1-expressing precursors instead. NK2 homeobox 1 (Nkx2.1) is a member of the NK2 family of homeodomaincontaining transcription factors. The specification of the MGE precursors requires the expression of the Nkx2.1 homeobox gene. Moreover, Nkx2.1 is previously known to regulate the specification of GABAergic interneurons and early oligodendrocytes in the ventral telencephalon. Here, in my thesis work, I have discovered that, in addition, Nkx2.1 also regulates astroglia and polydendrocytes differentiation. The use of Nkx2.1 antibody and Nkx2.1 riboprobe have revealed the presence of numerous Nkx2.1-positive cells that express astroglial markers (like GLAST and GFAP) in the entire embryonic brain. Thus, to selectively fate map MGE-derived GABAergic interneurons and glia, we crossed Nkx2.1-Cre mice, Glast-Cre ERT+/- inducible mice and NG2-Cre mice with the Cre reporter Rosa26-lox-STOP-lox-YFP (Rosa26-YFP) mice. The precise origin of Nkx2.1-positive astroglia has been directly ascertained by combining glial immunostaining and focal electroporation of the pCAG-GS-EGFP plasmids into the subpallial domains of organotypic slices, as well as, by using in vitro neurosphere experiments and in utero electroporation of the pCAG-GS-tomato plasmid into the ventral pallium of E14.5 Nkx2.1-Cre+/Rosa-YFP+/- embryos. We have, thus, confirmed that the three germinal regions of the ventral telencephalon i.e. the MGE, the AEP/POA and the triangular septal nucleus are able to generate early astroglial cells. Moreover, immunohistochemistry for several astroglial cells and polydendrocyte markers, both in the Nkx2.1-/- and control embryos and in the neurospheres, has revealed a severe loss of both glial cell types in the Nkx2.1 mutants. We found that the loss of glia corresponded to a decrease of Nkx2.1-derived precursor division capacity and glial differentiation. There was a drastic decrease of BrdU+ dividing cells labeled for Nkx2.1 in the MGE*, the POA* and the septal nucleus* of Nkx2.1 mutants. In addition, we noticed that while some remaining Nkx2.1+ precursors still succeeded to give rise to post-mitotic neurons in vitro and in vivo in the Nkx2.1-/-, they completely lost the capacity to differentiate in astrocytes. Altogether, these observations indicate for the first time that the transcription factor Nkx2.1 regulates the proliferation and differentiation of precursors in three subpallial domains that generate early embryonic astroglia and polydendrocytes. Furthermore, in order to investigate the potential function of these early Nkx2.1- derived glia, we have performed multiple immunohistochemical stainings on Nkx2.1-/- and wild-type animals, and Nkx2.1-Cre mice that were crossed to Rosa-DTA+/- mice in which the highly toxic diphtheria toxin aided to selectively deplete a majority of the Nkx2.1-derived cells. Interestingly, in these two mutants, we observed a drastic and significant loss of GFAP+, GLAST+, NG2+ and S100ß+ astroglial cells at the telencephalic midline and in the medial cortical areas. This cells loss could be directly correlated with severe axonal guidance defects observed in the corpus callosum (CC), the hippocampal commissure (HIC), the fornix (F) and the anterior commissure (AC). Axonal guidance is a key step allowing neurons to form specific connections and to become organized in a functional network. The contribution of guidepost cells inside the CC and the AC in mediating the growth of commissural axons have until now been attributed to specialized midline guidepost astroglia. Previous published results in our group have unravelled that, during embryonic development, the CC is populated in addition to astroglia by numerous glutamatergic and GABAergic guidepost neurons that are essential for the correct midline crossing of callosal axons. Therefore, the relative contribution of individual neuronal or glial populations towards the guidance of commissural axons remains largely to be investigated to understand guidance mechanisms further. Thus, we crossed Nkx2.1-Cre mice with NSE-DTA+/- mice that express the diphtheria toxin only in neurons and allowed us to selectively deplete Nkx2.1-derived GABAergic neurons. Interestingly, in the Nkx2.1-/- mice, the CC midline was totally disorganized and the callosal axons partly lost their orientation, whereas in the Nkx2.1Cre+/Rosa-DTA+/- and the Nkx2.1Cre+/NSE-DTA+/- mice, the axonal organization of the CC was not affected. In the three types of mice, hippocampal axons of the fornix were not properly fasciculated and formed disoriented bundles through the septum. Additionally, the AC formation was completely absent in Nkx2.1-/- mice and the AC was divided into two/three separate paths in the Nkx2.1Cre+/Rosa-DTA+/- mice that project in wrong territories. On the other hand, the AC didn't form or was reduced to a relatively narrower tract in the Nkx2.1Cre+/NSE-DTA+/- mice as compared to wild-type AC. These results clearly indicate that midline Nkx2.1-derived cells play a major role in commissural axons pathfinding and that both Nkx2.1-derived guidepost neurons and glia are necessary elements for the correct development of these commissures. Furthermore, during our investigations on Nkx2.1-/- and Nkx2.1Cre+/Rosa-DTA+/- mice, we noticed similar and severe defects in the erythrocytes distribution and the blood vessels network morphology in the embryonic brain of both mutants. As the Cre-mediated recombination was never observed to occur in the blood vessels of Nkx2.1-Cre mice, we inferred that the vessels defects observed were due to the loss of Nkx2.1-derived cells and not to the cells autonomous effects of Nkx2.1 in regulating endothelial cell precursors. Thereafter, the respective contribution of individual Nkx2.1-regulated neuronal or glial populations in the blood vessels network building were studied with the use of transgenic mice strains. Indeed, the use of Nkx2.1Cre+/NSE-DTA+/- mice indicated that the Nkx2.1-derived neurons were not implicated in this process. Finally, to discriminate between the two Nkx2.1-derived glial cell populations, the GLAST+ astroglia and the NG2+ polydendrocytes, an NG2-Cre mouse strain crossed to the Rosa-DTA+/- mice was used. In that mutant, the blood vessel network and the erythrocytes distribution were similarly affected as observed in Nkx2.1Cre+/Rosa-DTA+/- animals. Therefore, this result indicates that most probably, the NG2+ polydendrocytes are involved in helping to build the vessels network in the brain. Taken altogether, these observations show that during brain development, Nkx2.1- derived embryonic glial cells act as guidepost cells on the guidance of axons as well as forming vessels. Both Nkx2.1-regulated guidepost GABAergic neurons and glia collaborate to guide growing commissural axons, while polydendrocytes are implicated in regulating brain angiogenesis. - Le tissu cérébral est composé de cellules neuronales et gliales générées dans les couches germinales qui bordent les ventricules. Ces cellules se divisent, se différencient et migrent selon des voies particulières. La spécification des interneurones GABAergiques et des neurones glutamatergiques a été largement étudiée, par contre, l'origine, le destin et la fonction des cellules gliales précoces du télencéphale embryonnaire restent peu élucidées. Depuis longtemps, il était communément accepté que les cellules gliales, et plus particulièrement les astrocytes, sont générés après la neurogénèse à partir du télencéphale dorsal. Toutefois, notre travail montre que de nombreuses cellules gliales sont générées à partir de précurseurs ventraux qui expriment le gène Nkx2.1, entre E14.5 et E16.5, c'est-à dire,à des stades embryonnaires très précoces. Le gène NK2 homéobox 1 (Nkx2.1) appartient à une famille de facteurs de transcription appelée NK2. Il s'agit de protéines qui contiennent un homéo-domaine. La spécification des précurseurs de la MGE requiert l'expression du gène homéobox Nkx2.1. De plus, la fonction du gène Nkx2.1 dans la régulation de la spécification des interneurones GABAergiques et des oligodendrocytes dans le télencéphale ventral était déjà connue. Au cours de mon travail de thèse, j'ai également mis en évidence que, Nkx2.1 régule aussi les étapes de prolifération et de différenciation de divers sous-types de cellules gliales soit de type astrocytes ou bien polydendrocytes. L'utilisation d'un anticorps contre la protéine Nkx2.1 ainsi qu'une sonde à ribonucléotides contre l'ARN messager du gène Nkx2.1 ont révélé la présence de nombreuses cellules positives pour Nkx2.1 qui exprimaient des marqueurs astrocytaires (comme GLAST et GFAP) dans le télencéphale embryonnaire. Afin de déterminer de manière sélective le sort des interneurones GABAergiques, des polydendrocytes et des astrocytes dérivés de la MGE, nous avons croisé soit des souris Nkx2.1-Cre, des souris Glast-Cre ERT+/- inductibles ou bien des souris NG2-Cre avec des souris Rosa26-lox-STOP-lox-YFP (Rosa26-YFP) Cre rapportrices. L'origine précise des astroglies positives pour Nkx2.1 a été directement établie en combinant une coloration immunologique pour les glies et une électroporation focale d'un plasmide pCAG-GS-EGFP dans les domaines subpalliaux de tranches organotypiques, puis également, par des cultures de neurosphères in vitro et des expériences d'électroporation in utero d'un plasmide pCAG-GS-tomato dans le pallium ventral d'embryons Nkx2.1-Cre+/Rosa- YFP+/- au stade E14.5. Nous avons donc confirmé que les trois régions germinales du télencéphale ventral, c'est-à-dire, la MGE, l'AEP/POA et le noyau triangulaire septal sont capables de générer des cellules astrogliales. D'autre part, l'immunohistochimie pour plusieurs marqueurs d'astrocytes ou de polydendrocytes, dans les embryons Nkx2.1-/- et contrôles ainsi que dans les neurosphères, a révélé une sévère perte de ces deux types gliaux chez les mutants. Nous avons trouvé que la perte de glies correspondait à une diminution de la capacité de division des précurseurs dérivés de Nkx2.1, ainsi que l'incapacité de ces précurseurs de se différencier en cellules gliales. Nous avons en effet observé une diminution importante des cellules BrdU+ en division exprimant Nkx2.1dans la MGE*, la POA* et le noyau septal* des mutants pour Nkx2.1. D'autre part, nous avons pu mettre en évidence aussi bien in vitro, qu'in vivo, que certains précurseurs Nkx2.1+ chez le mutant gardent la capacité à se différencier en neurones tandis qu'ils perdent celle de se différencier en cellules gliales. Prises dans leur ensemble, ces observations indiquent pour la première fois que le facteur de transcription Nkx2.1 régule les étapes de prolifération et de différentiation des précurseurs des trois domaines subpalliaux qui génèrent les astroglies et polydendrocytes embryonnaires précoces. Par la suite, dans le but de comprendre la fonction potentielle de ces glies précoces, nous avons procédé à de multiples colorations immunohistochimiques sur des animaux Nkx2.1-/- et sauvages, ainsi que sur des souris Nkx2.1-Cre croisées à des souris Rosa-DTA+/- dans lesquelles la toxine diphthérique hautement toxique a permis de supprimer sélectivement la majorité des cellules dérivées de Nkx2.1. De manière intéressante, nous avons observé dans ces deux mutants, une perte drastique et significative de cellules astrogliales GFAP+, GLAST+ et polydendrocytaires NG2+ et S100ß+ dans le télencéphale, à la midline et dans les aires corticales médianes. Ces pertes ont pu être directement corrélées avec des défauts de guidage axonal observés dans le corps calleux (CC), la commissure hippocampique (HIC), le fornix (F) et la commissure antérieure (AC). Le guidage axonal est une étape clé permettant aux neurones de former des connections spécifiques et de s'organiser dans un réseau fonctionnel. La contribution des cellules « guidepost » dans le CC et dans la AC comme médiateurs de la croissance des axones commissuraux à jusqu'à aujourd'hui été attribuée spécifiquement à des astroglies « guidepost » de la midline. Des résultats publiés précédemment dans notre groupe, ont permis de montrer que, pendant le développement embryonnaire, le CC est peuplé en plus de la glie par de nombreux neurones « guidepost » glutamatergiques et GABAergiques qui sont essentiels pour le croisement correct des axones callosaux à la midline. Ainsi, la contribution relative des populations individuelles neuronales ou gliales pour le guidage des axones commissuraux demande à être approfondie afin de mieux comprendre les mécanismes de guidage. A ces fins, nous avons croisé des souris Nkx2.1-Cre avec des souris NSE-DTA+/- qui expriment la toxine diphthérique uniquement dans les neurones et ainsi, nous avons pu sélectivement supprimer les neurones dérivés de domaines Nkx2.1+. Dans les souris Nkx2.1-/-,nous avons découvert que le CC était désorganisé avec des axones callosaux perdant partiellement leur orientation, alors que dans les souris Nkx2.1Cre+/Rosa-DTA+/- et Nkx2.1Cre+/NSE-DTA+/-, l'organisation axonale n'était pas affectée. De plus, les faisceaux hippocampiques du fornix étaient défasciculés dans les trois types de mutants. Par ailleurs, la formation de la commissure antérieure (AC) était complètement absente dans les souris Nkx2.1-/- d'une part, et d'autre part, celle-ci était divisée en deux à trois voies séparées dans les souris Nkx2.1Cre+/Rosa-DTA+/-. Finalement, la AC était soit absente, soit réduite de manière ne former plus qu'un faisceau relativement plus étroit dans les souris Nkx2.1Cre+/NSE-DTA+/- en comparaison avec la AC sauvage. Ces derniers résultats indiquent clairement que les cellules dérivées de Nkx2.1 à la midline, jouent un rôle majeur dans le guidage des axones commissuraux et que, autant les neurones, que les astrocytes « guidepost » dérivés de Nkx2.1, sont des éléments nécessaires au développement correct de ces commissures. En outre, lors de nos investigations sur les souris Nkx2.1-/- et Nkx2.1Cre+/Rosa-DTA+/-, nous avons remarqués des défauts sévères et similaires dans la distribution des erythrocytes et dans la morphologie du réseau de vaisseaux sanguins dans le cerveau embryonnaire des deux mutants précités. Puisque nous n'avons jamais observé de recombinaison de la Cre recombinase dans les vaisseaux sanguins des souris Nkx2.1Cre, nous en avons déduit que les défauts de vaisseaux observés étaient dus à la perte de cellules dérivées de Nkx2.1. Il existerait donc en plus de la fonction cellulaire autonome de Nkx2.1 reconnue pour régulée directement la spécification des cellules endothéliales, une fonction indirecte de Nkx2.1. Afin de déterminer la contribution respective des populations individuelles neuronales ou gliales régulées par Nkx2.1 dans la construction du réseau de vaisseaux sanguins, nous avons utilisé diverses lignées de souris transgéniques. L'utilisation de souris Nkx2.1Cre+/NSE-DTA+/- a indiqué que les neurones dérivés de Nkx2.1 n'étaient pas impliqués dans ce processus. Finalement, afin de discriminer entre les deux populations de cellules gliales dérivées de Nkx2.1, les astroglies et les polydendrocytes, nous avons croisé une lignée de souris NG2-Cre avec des souris Rosa-DTA+/-. Dans ce dernier mutant, le réseau de vaisseaux sanguins du cortex ainsi que la distribution des erythrocytes étaient affectés de la même manière que dans le cortex des souris Nkx2.1Cre+/Rosa-DTA+/-. Par conséquent, ce résultat indique que très probablement, les polydendrocytes NG2+ sont impliqués dans la mise en place du réseau de vaisseaux dans le cerveau. Prises dans leur ensemble, ces observations montrent que durant le développement embryonnaire du cerveau, des sous-populations de glies régulées par Nkx2.1 jouent un rôle de cellules « guidepost » dans le guidage des axones, ainsi que des vaisseaux. Les polydendrocytes sont impliquées dans la régulation de l'angiogenèse tandis que, autant les neurones GABAergiques que les astrocytes collaborent dans le guidage des axones commissuraux en croissance.

The truncated mean of an asymmetric distribution

This paper investigates a simple procedure to estimate robustly the mean of an asymmetric distribution. The procedure removes the observations which are larger or smaller than certain limits and takes the arithmetic mean of the remaining observations, the limits being determined with the help of a parametric model, e.g., the Gamma, the Weibull or the Lognormal distribution. The breakdown point, the influence function, the (asymptotic) variance, and the contamination bias of this estimator are explored and compared numerically with those of competing estimates.

Monitoring of illicit pill distribution networks using an image collection exploration framework

This paper proposes a novel approach for the analysis of illicit tablets based on their visual characteristics. In particular, the paper concentrates on the problem of ecstasy pill seizure profiling and monitoring. The presented method extracts the visual information from pill images and builds a representation of it, i.e. it builds a pill profile based on the pill visual appearance. Different visual features are used to build different image similarity measures, which are the basis for a pill monitoring strategy based on both discriminative and clustering models. The discriminative model permits to infer whether two pills come from the same seizure, while the clustering models groups of pills that share similar visual characteristics. The resulting clustering structure allows to perform a visual identification of the relationships between different seizures. The proposed approach was evaluated using a data set of 621 Ecstasy pill pictures. The results demonstrate that this is a feasible and cost effective method for performing pill profiling and monitoring.