3D Unsupervised deep learning method for magnetic resonance imaging-to-computed tomography synthesis in prostate radiotherapy.

Background And Purpose: Magnetic resonance imaging (MRI)-to-computed tomography (CT) synthesis is essential in MRI-only radiotherapy workflows, particularly through deep learning techniques known for their accuracy. However, current supervised methods are limited to specific center's learnings and depend on registration precision. The aim of this study was to evaluate the accuracy of unsupervised and supervised approaches in the context of prostate MRI-to-CT generation for radiotherapy dose calculation.

Viscosimetric squeeze flow of suspensions.

The rheology of particle suspensions has been extensively explored in the case of a simple shear flow, but less in other flow configurations which are also important in practice. Here we investigate the behavior of a suspension in a squeeze flow, which we revisit using local pressure measurements to deduce the effective viscosity. The flow is generated by approaching a moving disk to a fixed wall at constant velocity in the low Reynolds number limit.

A deep learning model to generate synthetic CT for prostate MR-only radiotherapy dose planning: a multicenter study.

Introduction: For radiotherapy based solely on magnetic resonance imaging (MRI), generating synthetic computed tomography scans (sCT) from MRI is essential for dose calculation. The use of deep learning (DL) methods to generate sCT from MRI has shown encouraging results if the MRI images used for training the deep learning network and the MRI images for sCT generation come from the same MRI device. The objective of this study was to create and evaluate a generic DL model capable of generating sCTs from various MRI devices for prostate radiotherapy.

Computed tomography synthesis from magnetic resonance imaging using cycle Generative Adversarial Networks with multicenter learning.

Addressing the need for accurate dose calculation in MRI-only radiotherapy, the generation of synthetic Computed Tomography (sCT) from MRI has emerged. Deep learning (DL) techniques, have shown promising results in achieving high sCT accuracies. However, existing sCT synthesis methods are often center-specific, posing a challenge to their generalizability.

Mortalin/Hspa9 involvement and therapeutic perspective in Parkinson's disease.

By controlling the proper folding of proteins imported into mitochondria and ensuring crosstalk between the reticulum and mitochondria to modulate intracellular calcium fluxes, Mortalin is a chaperone protein that plays crucial roles in neuronal homeostasis and activity. However, its expression and stability are strongly modified in response to cellular stresses, in particular upon altered oxidative conditions during neurodegeneration. Here, we report and discuss the abundant literature that has highlighted its contribution to the pathophysiology of Parkinson's disease, as well as its therapeutic and prognostic potential in this still incurable pathology.

Sleep and vigilance disorders in pregnancy.

Objectives: To describe different sleep disorders and daytime sleepiness in a French population of randomly selected young women during pregnancy and to evaluate the frequency of these sleep disorders according to the three trimesters of pregnancy.

Methods: Cross-sectional design with retrospective survey of pre-pregnancy, symptoms and prospective survey of current symptoms. Mothers were interviewed during pregnancy with a questionnaire to evaluate their sleep before pregnancy and to assess alterations in their sleep according to the trimester.

Characterization and sequencing of a 40-amino-acid peptide from human thyroglobulin inducing experimental autoimmune thyroiditis.

We previously demonstrated that: a) a cytotoxic T cell hybridoma (HTC2) was able to induce lysis of syngeneic macrophages pulsed with either porcine thyroglobulin (pTg) or the tryptic fragments (TF) from pTg less than 10 kDa (M(r)) and that b) these low M(r) pTg TF included pathogenic epitopes because their injection into CBA/J mice induces thyroid lymphocytic infiltration typical of experimental autoimmune thyroiditis. Therefore the biochemical analysis of the TF preparation from pTg less than 10 kDa M(r) was undertaken and the characterized peptides were tested for their ability to be recognized or not by HTC2 cells. The sequencing of the selected peptides showed a 70% sequence homology with a portion of human thyroglobulin (hTg).

Protection from experimental autoimmune thyroiditis conferred by a monoclonal antibody to T cell receptor from a cytotoxic hybridoma specific for thyroglobulin.

A clonotypic mAb, AG7, has been prepared from splenocytes of CBA/J mice immunized with a cytotoxic T cell hybridoma, HTC2, specific for a pathogenic epitope of the thyroglobulin molecule in association with class I MHC Ag. AG7 binds to HTC2 cells but not to the other T cell hybridomas tested. Moreover, when used in functional studies, AG7 blocks the HTC2 capacity of specific target lysis.

T cell mapping of one epitope from thyroglobulin inducing experimental autoimmune thyroiditis (EAT).

These data collect the advance made in the last few years in our laboratory in defining one epitope from the thyroglobulin (Tg) molecule (660 KDa) inducing Experimental Autoimmune thyroiditis (EAT) in CBA/J mice. We achieved the characterization of one EAT-inducer Tg peptide by combining "in vitro" biochemical and immunological approaches and "in vivo" studies. Since T cells recognize degraded forms of the antigen and since endogenous antigens preferentially activate class I-restricted T cells, we hypothesized that one cytotoxic T cell hybridoma, named HTC2, which prevents further EAT induction in mice injected with Tg would be specific for one EAT inducer peptide.

Autoantibody specific for a thyroglobulin epitope inducing experimental autoimmune thyroiditis or its anti-idiotype correlates with the disease.

In order to elucidate the role of anti-thyroglobulin (Tg) autoantibodies (A-Ab) in experimental autoimmune thyroiditis (EAT), a kinetic study was conducted in EAT-susceptible (CBA/J) and non-susceptible (C57BL/6) strains of mice. From day 0 to 70 post-Tg immunization, titers of A-Ab to Tg and to the linear 5-10-kDa Tg tryptic fragment inducing EAT as well as anti-idiotypic A-Ab representing the internal image of the thyroidogeneic antigen were measured. EAT onset, development and recovery correlate with the presence of two subsets of A-Ab only in susceptible strains of mice.

Pattern of humoral reactivity to type II collagen in rheumatoid arthritis.

Humoral immunity directed against type II collagen (CII) is a common although not specific feature of rheumatoid arthritis (RA). We have shown that 10 to 15% of the sera either from RA patients (n = 88) or from healthy controls (n = 149) reacted with native human CII. Conversely, autoantibodies to the alpha-1 (II) chains were significantly more frequent in the RA group (26.

Characteristics of cytotoxic thyroglobulin-specific T cell hybridomas.

Clones of cytotoxic thyroid-specific T cell hybridomas were generated by fusion of thyroglobulin-primed, "in vitro"-boosted CBA lymph node cells with the AKR-derived lymphoma cell line BW 5147. One hundred and thirty one clones were obtained. Among them, 15 were able to induce the lysis of 51Cr-labeled syngeneic thyroid epithelial cells after 5 h of incubation at 37 degrees C.

Polyarthritis in MRL-lpr/lpr mice: mouse type II collagen is antigenic but not arthritogenic.

In addition to a lupus-like syndrome and massive T cell proliferation, MRL-lpr/lpr(MRL/l) mice develop an arthritic process very similar serologically and histologically to human rheumatoid arthritis (RA). Recently, we have developed in DBA/1 mice an experimental model of autoimmune arthritis (EAA) which shares clinical features with RA, by injecting homologous type II collagen (CII). In order to investigate the possible relationship between the spontaneous polyarthritis of MRL/l mice and collagen induced EAA, we immunized MRL/l mice with mouse (M) CII.

Effect of antibodies to recombinant and synthetic peptides on P. falciparum sporozoites in vitro.

Antibodies were raised in mice immunized with several recombinant and synthetic peptides of the circumsporozoite protein of Plasmodium falciparum. The antibodies were evaluated for protective activity in a human hepatocyte culture system. They exerted their protective effect against the parasite at three points: sporozoite attachment to the hepatocyte surface, entry, and subsequent intracellular development.

Complete development of hepatic stages of Plasmodium falciparum in vitro.

An in vitro model was developed to study the hepatic phase of Plasmodium falciparum, the only malaria parasite lethal to man. Primary cultures of human hepatocytes were inoculated with sporozoites of Brazilian and African strains of P. falciparum.

[Obtaining hepatic stages of Plasmodium falciparum in vitro].

Sporozoites of Plasmodium falciparum, obtained by membrane feeding of Anopheles freeborni or A. stephensi with cultured gametocytes, were used to infect monolayers of human hepatocytes. Fluorescent labelling with an African serum as well as Giemsa staining performed from day one to day 7 of cultures, demonstrated the presence of numerous hepatic schizonts measuring up to 40 micron.