Geostatistical inversion of seismic and GPR reflection images: what can we actually resolve?

Estimation of the spatial statistics of subsurface velocity heterogeneity from surface-based geophysical reflection survey data is a problem of significant interest in seismic and ground-penetrating radar (GPR) research. A method to effectively address this problem has been recently presented, but our knowledge regarding the resolution of the estimated parameters is still inadequate. Here we examine this issue using an analytical approach that is based on the realistic assumption that the subsurface velocity structure can be characterized as a band-limited scale-invariant medium. Our work importantly confirms recent numerical findings that the inversion of seismic or GPR reflection data for the geostatistical properties of the probed subsurface region is sensitive to the aspect ratio of the velocity heterogeneity and to the decay of its power spectrum, but not to the individual values of the horizontal and vertical correlation lengths.

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.

Joint inversion of crosshole GPR and seismic traveltime data

Joint inversion of crosshole ground-penetrating radar and seismic data can improve model resolution and fidelity of the resultant individual models. Model coupling obtained by minimizing or penalizing some measure of structural dissimilarity between models appears to be the most versatile approach because only weak assumptions about petrophysical relationships are required. Nevertheless, experimental results and petrophysical arguments suggest that when porosity variations are weak in saturated unconsolidated environments, then radar wave speed is approximately linearly related to seismic wave speed. Under such circumstances, model coupling also can be achieved by incorporating cross-covariances in the model regularization. In two case studies, structural similarity is imposed by penalizing models for which the model cross-gradients are nonzero. A first case study demonstrates improvements in model resolution by comparing the resulting models with borehole information, whereas a second case study uses point-spread functions. Although radar seismic wavespeed crossplots are very similar for the two case studies, the models plot in different portions of the graph, suggesting variances in porosity. Both examples display a close, quasilinear relationship between radar seismic wave speed in unconsolidated environments that is described rather well by the corresponding lower Hashin-Shtrikman (HS) bounds. Combining crossplots of the joint inversion models with HS bounds can constrain porosity and pore structure better than individual inversion results can.

JARID2 is a direct target of the PAX3-FOXO1 fusion protein and inhibits myogenic differentiation of rhabdomyosarcoma cells.

Rhabdomyosarcomas (RMS) are the most frequent soft-tissue sarcoma in children and characteristically show features of developing skeletal muscle. The alveolar subtype is frequently associated with a PAX3-FOXO1 fusion protein that is known to contribute to the undifferentiated myogenic phenotype of RMS cells. Histone methylation of lysine residues controls developmental processes in both normal and malignant cell contexts. Here we show that JARID2, which encodes a protein known to recruit various complexes with histone-methylating activity to their target genes, is significantly overexpressed in RMS with PAX3-FOXO1 compared with the fusion gene-negative RMS (t-test; P < 0.0001). Multivariate analyses showed that higher JARID2 levels are also associated with metastases at diagnosis, independent of fusion gene status and RMS subtype (n = 120; P = 0.039). JARID2 levels were altered by silencing or overexpressing PAX3-FOXO1 in RMS cell lines with and without the fusion gene, respectively. Consistent with this, we demonstrated that JARID2 is a direct transcriptional target of the PAX3-FOXO1 fusion protein. Silencing JARID2 resulted in reduced cell proliferation coupled with myogenic differentiation, including increased expression of Myogenin (MYOG) and Myosin Light Chain (MYL1) in RMS cell lines representative of both the alveolar and embryonal subtypes. Induced myogenic differentiation was associated with a decrease in JARID2 levels and this phenotype could be rescued by overexpressing JARID2. Furthermore, we that showed JARID2 binds to and alters the methylation status of histone H3 lysine 27 in the promoter regions of MYOG and MYL1 and that the interaction of JARID2 at these promoters is dependent on EED, a core component of the polycomb repressive complex 2 (PRC2). Therefore, JARID2 is a downstream effector of PAX3-FOXO1 that maintains an undifferentiated myogenic phenotype that is characteristic of RMS. JARID2 and other components of PRC2 may represent novel therapeutic targets for treating RMS patients.

Landmark detection for fusion of fundus and MRI toward a patient-specific multimodal eye model.

Ophthalmologists typically acquire different image modalities to diagnose eye pathologies. They comprise, e.g., Fundus photography, optical coherence tomography, computed tomography, and magnetic resonance imaging (MRI). Yet, these images are often complementary and do express the same pathologies in a different way. Some pathologies are only visible in a particular modality. Thus, it is beneficial for the ophthalmologist to have these modalities fused into a single patient-specific model. The goal of this paper is a fusion of Fundus photography with segmented MRI volumes. This adds information to MRI that was not visible before like vessels and the macula. This paper contributions include automatic detection of the optic disc, the fovea, the optic axis, and an automatic segmentation of the vitreous humor of the eye.

CD1d-antibody fusion proteins target iNKT cells to the tumor and trigger long-term therapeutic responses.

Despite the well-established antitumor activity of CD1d-restricted invariant natural killer T lymphocytes (iNKT), their use for cancer therapy has remained challenging. This appears to be due to their strong but short-lived activation followed by long-term anergy after a single administration of the CD1d agonist ligand alpha-galactosylceramide (αGC). As a promising alternative, we obtained sustained mouse iNKT cell responses associated with prolonged antitumor effects through repeated administrations of tumor-targeted recombinant sCD1d-antitumor scFv fusion proteins loaded with αGC. Here, we demonstrate that CD1d fusion proteins bound to tumor cells via the antibody fragment specific for a tumor-associated antigen, efficiently activate human iNKT cell lines leading to potent tumor cell lysis. The importance of CD1d tumor targeting was confirmed in tumor-bearing mice in which only the specific tumor-targeted CD1d fusion protein resulted in tumor inhibition of well-established aggressive tumor grafts. The therapeutic efficacy correlated with the repeated activation of iNKT and natural killer cells marked by their release of TH1 cytokines, despite the up-regulation of the co-inhibitory receptor PD-1. Our results demonstrate the superiority of providing the superagonist αGC loaded on recombinant CD1d proteins and support the use of αGC/sCD1d-antitumor fusion proteins to secure a sustained human and mouse iNKT cell activation, while targeting their cytotoxic activity and cytokine release to the tumor site.

Chromosomal evolution and zoogeographic origin of southeast Asian shrews (genus Crocidura).

To the origins and evolution of Indomalayan shrews, we investigated the chromosomal variations of 14 species of Crocidura from SE Asia. Intraspecific polymorphism was mainly due to variation in the number of short chromosomal arms but C. lepidura and C. hutanis showed a polymorphism due to a centric fusion. The undifferentially stained karyotypes were similar in 9 species, all possessing 2n = 38 and FN = 54-56 (68); C. fuliginosa had 2n = 40 and FN = 54-58. These karyotypes are close to the presumed ancestral state for the genus Crocidura. Four species from Sulawesi had a reduced diploid number (2n = 30-34), a trend not observed among other SE Asian species but present in few Palaearctic taxa. Compared to the apparent stasis of karyotypic evolution observed among other SE Asian species, the high degree of interspecific differences reported among Sulawesian shrews is unusual and needs further investigation. Stasis and reduction in diploid number found in both Indomalayan and Palaeractic species suggest that these two groups share a common ancestry. This is in sharp contrast to most Afrotropical species which evolved towards higher diploid and fundamental numbers. The zoogeographical implications of these results are discussed.

PAX3/FOXO1 fusion gene status is the key prognostic molecular marker in rhabdomyosarcoma and significantly improves current risk stratification.

PURPOSE: To improve the risk stratification of patients with rhabdomyosarcoma (RMS) through the use of clinical and molecular biologic data. PATIENTS AND METHODS: Two independent data sets of gene-expression profiling for 124 and 101 patients with RMS were used to derive prognostic gene signatures by using a meta-analysis. These and a previously published metagene signature were evaluated by using cross validation analyses. A combined clinical and molecular risk-stratification scheme that incorporated the PAX3/FOXO1 fusion gene status was derived from 287 patients with RMS and evaluated. RESULTS: We showed that our prognostic gene-expression signature and the one previously published performed well with reproducible and significant effects. However, their effect was reduced when cross validated or tested in independent data and did not add new prognostic information over the fusion gene status, which is simpler to assay. Among nonmetastatic patients, patients who were PAX3/FOXO1 positive had a significantly poorer outcome compared with both alveolar-negative and PAX7/FOXO1-positive patients. Furthermore, a new clinicomolecular risk score that incorporated fusion gene status (negative and PAX3/FOXO1 and PAX7/FOXO1 positive), Intergroup Rhabdomyosarcoma Study TNM stage, and age showed a significant increase in performance over the current risk-stratification scheme. CONCLUSION: Gene signatures can improve current stratification of patients with RMS but will require complex assays to be developed and extensive validation before clinical application. A significant majority of their prognostic value was encapsulated by the fusion gene status. A continuous risk score derived from the combination of clinical parameters with the presence or absence of PAX3/FOXO1 represents a robust approach to improving current risk-adapted therapy for RMS.

Development of a bifunctional CD1d-anti-HER2 scFv fusion molecule to redirect the iNKT cell-mediated immune response to the tumor site

Abstract : Invariant natural killer T lymphocytes (iNKT) are a unique subpopulation of T lymphocytes recognizing glycolipid antigens in the context of the MHC class I-like molecule CD1d. Upon activation with the high affinity ligand α-galactosylceramide (αGalCer), iNKT cells rapidly produce large amounts of the pro-inflammatory cytokine interferon gamma (IFN-γ) and potently activate cells of the innate and adaptive immune response, such as dendritic cells (DCs), NK and T cells. In this context, iNKT cells have been shown to efficiently mediate antitumor activity, and recent research has focused on the manipulation of these cells for antitumor therapies. However, a major drawback of αGalCer as a free drug is that a single injection of this ligand leads to a short-lived iNKT cell activation followed by a long-term anergy, limiting its therapeutic use. In contrast, we demonstrate here that when αGalCer is loaded on a recombinant soluble CD1d molecule (αGalCer/sCD1d), repeated injections lead to a sustained iNKT and NK cell activation associated with IFN-γ secretion as well as with DC maturation. Most importantly, when the αGalCer/sCD1d is fused to an anti-HER2 scFv antibody fragment, potent inhibition of experimental lung metastasis and established subcutaneous tumors is obtained when systemic treatment is started two to seven days after the injection of HER2-expressing B16 melanoma cells, whereas at this time free αGalCer has no effect. The antitumor activity of the sCD1d-anti-HER2 fusion protein is associated with HER2-specific tumor localization and accumulation of iNKT, NK and T cells at the tumor site. Importantly, active T cell immunization combined with the sCD1d-anti-HER2 treatment leads to the accumulation of antigen-specific CD8 T cells exclusively in HER2-expressing tumors, resulting in potent tumor inhibition. In conclusion, sustained activation and tumor targeting of iNKT cells by recombinant αGalCer/sCD1d molecules thus may promote a combined innate and adaptive immune response at the tumor site that may prove to be effective in cancer immunotherapy. RESUME : Les lymphocytes «invariant Natural Killer T » (iNKT) forment une sous-population particulière de lymphocytes T reconnaissant des antigènes glycolipidiques présentés sur la molécule non-polymorphique CD1d, analogue aux protéines du complexe majeur d'histocompatibilité de classe I. Après activation avec le ligand de haute affinité α-galactosylceramide (αGalCer), les cellules iNKT produisent des grandes quantités de la cytokine pro-inflammatoire interferon gamma (IFN-γ) et activent les cellules du système immunitaire inné et acquis, telles que les cellules dendritiques (DC), NK et T. En conséquence, on a montré que les cellules iNKT exercent des activités anti-tumorales et la recherche s'est intéressée à la manipulation de ces cellules pour développer des thérapies anti-tumorales. Néanmoins, le désavantage majeur de l'αGalCer, injecté seul, est qu'une seule dose de ce ligand aboutit à une activation des cellules iNKT de courte durée suivie par un état anergique prolongé, limitant l'utilisation thérapeutique de ce glycolipide. En revanche, l'étude présentée ici démontre que, si l'αGalCer est chargé sur des molécules récombinantes soluble CD1d (αGalCer/sCDld), des injections répétées aboutissent à une activation prolongée des cellules iNKT et NK associée avec la sécrétion d'IFN-γ et la maturation des cellules DC. Plus important, si on fusionne la molécule αGalCer/sCD1d avec un fragment single-chain (scFv) de l'anticorps anti-HER2, on observe une importante inhibition de métastases expérimentales aux poumons et de tumeurs sous-cutanées même lorsque le traitement systémique est commencé 2 à 7 jours après la greffe des cellules de mélanome B16 transfectées avec l'antigène HER2. Dans les mêmes conditions le traitement avec l'αGalCer seul est inefficace. L'activité anti-tumorale de la protéine sCDld-anti-HER2 est associée à son accumulation spécifique dans des tumeurs exprimant le HER2 ainsi qu'avec une accumulation des cellules iNKT, NK et T à la tumeur. De plus, une immunisation active combinée avec le traitement sCD1d-anti-HER2 aboutit à une accumulation des lymphocytes T CD8 spécifiques de l'antigène d'immunisation, ceci exclusivement dans des tumeurs qui expriment l'antigène HER2. Cette combinaison résulte dans une activité anti-tumeur accrue. En conclusion, l'activation prolongée des cellules iNKT redirigées à la tumeur par des molécules recombinantes αGalCer/sCDld conduit à l'activation de la réponse innée et adaptative au site tumoral, offrant une nouvelle stratégie prometteuse d'immunothérapie contre le cancer. RESUME POUR UN LARGE PUBLIC : Le cancer est une cause majeure de décès dans le monde. Sur un total de 58 millions de décès enregistrés au niveau mondial en 2005, 7,6 millions (soit 13%) étaient dus au cancer. Les principaux traitements de nombreux cancers sont la chirurgie, en association avec la radiothérapie et la chimiothérapie. Néanmoins, ces traitements nuisent aussi aux cellules normales de notre corps et parfois, ils ne suffisent pas pour éliminer définitivement une tumeur. L'immunothérapie est l'une des nouvelles approches pour la lutte contre le cancer et elle vise à exploiter la spécificité du système immunitaire qui peut distinguer des cellules normales et tumorales. Une cellule exprimant un marqueur tumoral (antigène) peut être reconnue par le système immunitaire humoral (anticorps) et/ou cellulaire, induisant une réponse spécifique contre la tumeur. L'immunothérapie peut s'appuyer alors sur la perfusion d'anticorps monoclonaux dirigés contre des antigènes tumoraux, par exemple les anticorps dirigés contre les protéines oncogéniques Her-2/neu dans le cancer du sein. Ces anticorps ont le grand avantage de spécifiquement se localiser à la tumeur et d'induire la lyse ou d'inhiber la prolifération des cellules tumorales exprimant l'antigène. Aujourd'hui, six anticorps monoclonaux non-conjugés sont approuvés en clinique. Cependant l'efficacité de ces anticorps contre des tumeurs solides reste limitée et les traitements sont souvent combinés avec de la chimiothérapie. L'immunothérapie spécifique peut également être cellulaire et exploiter par immunisation active le développement de lymphocytes T cytotoxiques (CTL) capables de détruire spécifiquement les cellules malignes. De telles «vaccinations »sont actuellement testées en clinique, mais jusqu'à présent elles n'ont pas abouti aux résultats satisfaisants. Pour obtenir une réponse lymphocytaire T cytotoxique antitumorale, la cellule T doit reconnaître un antigène associé à la tumeur, présenté sous forme de peptide dans un complexe majeur d'histocompatibilité de classe I (CHM I). Cependant les cellules tumorales sont peu efficace dans la présentation d'antigène, car souvent elles se caractérisent par une diminution ou une absence d'expression des molécules d'histocompatibilité de classe I, et expriment peu ou pas de molécules d'adhésion et de cytokines costimulatrices. C'est en partie pourquoi, malgré l'induction de fortes réponses CTL spécifiquement dirigés contre des antigènes tumoraux, les régressions tumorales obtenus grâce à ces vaccinations sont relativement rares. Les lymphocytes «invariant Natural Killer T » (iNKT) forment une sous-population particulière de lymphocytes T reconnaissant des antigènes glycolipidiques présentés sur la molécule non-polymorphique CD1d, analogue aux protéines CMH I. Après activation avec le ligand de haute affinité α-galactosylceramide (αGalCer), les cellules iNKT produisent des grandes quantités de la cytokine pro-inflammatoire interferon gamma (IFN-γ) et activent les cellules du système immunitaire inné et acquis, telles que les cellules dendritiques (DC), NK et T. En conséquence, on a montré que les cellules iNKT exercent des activités anti-tumorales et la recherche s'est intéressée à la manipulation de ces cellules pour développer des thérapies anti-tumorales. Néanmoins, le désavantage majeur de l'αGalCer, injecté seul, est qu'une seule dose de ce ligand aboutit à une activation des cellules iNKT de courte durée suivie par un état anergique prolongé, limitant l'utilisation thérapeutique de ce glycolipide. Notre groupe de recherche a donc eu l'idée de développer une nouvelle approche thérapeutique où la réponse immunitaire des cellules iNKT serait prolongée et redirigée vers la tumeur par des anticorps monoclonaux. Concrètement, nous avons produit des molécules récombinantes soluble CD1d (sCD1d) qui, si elles sont chargés avec l'αGalCer (αGalCer/sCDld), aboutissent à une activation prolongée des cellules iNKT et NK associée avec la sécrétion d'IFN-γ et la maturation des cellules DC. Plus important, si la molécule αGalCer/sCD1d est fusionnée avec un fragment single-chain (scFv) de l'anticorps anti-HER2, la réponse immunitaire est redirigée à la tumeur pour autant que les cellules cancéreuses expriment l'antigène HER2. Les molécules αGalCer/sCDld ainsi présentées activent les lymphocytes iNKT. Avec cette stratégie, on observe une importante inhibition de métastases expérimentales aux poumons et de tumeurs sous-cutanées, même lorsque le traitement systémique est commencé 2 à 7 jours après la greffe des cellules de mélanome B16 transfectées avec l'antigène HER2. Dans les mêmes conditions le traitement avec l'αGalCer seul est inefficace. L'activité anti-tumorale de la protéine sCDld-anti-HER2 est associée à son accumulation spécifique dans des tumeurs exprimant le HER2 ainsi qu'avec une accumulation des cellules iNKT, NK et T à la tumeur. En conclusion, l'activation prolongée des cellules iNKT redirigées à la tumeur par des molécules récombinantes αGalCer/sCD1d conduit à l'activation de la réponse innée et adaptative au site tumoral, offrant une nouvelle stratégie prometteuse d'immunothérapie contre le cancer.