95 research outputs found

    Injectable Magnetic-Responsive Short-Peptide Supramolecular Hydrogels: Ex Vivo and In Vivo Evaluation

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    This study was supported by project FIS2017-85954-R funded by MCIN/AEI/10.13039/501100011033/FEDER "Una manera de hacer Europa", Spain, grants FIS PI20/0317 and ICI19/00024 (BIOCLEFT) (MINECO, Instituto de Salud Carlos III, Spain, cofinanced by FEDER funds, European Union), grant PE-0395-2019 (Consejeri ' a de Salud y Familias, Junta de Andalucia ', Spain), and project PPJIB2020.07 (Universidad de Granada, Spain). M.C.M.-T. acknowledges grant PRE2018-083773 funded by MCIN/AEI/10.13039/501100011033 and FSE "El FSE invierte en tu futuro", Spain. C.G.-V. acknowledges grant FPU17/00491 funded by MCIN/AEI/10.13039/501100011033 and FSE "El FSE invierte en tu futuro", Spain. P.K., D.M., and J.-C.S. acknowledge the French Agence Nationale de la Recherche, Project Future Investments UCA JEDI no. ANR-15-IDEX-01 (project RheoGels) for financial support. Funding for open access charge: Universidad de Granada/CBUA.The inclusion of magnetic nanoparticles (MNP) in a hydrogel matrix to produce magnetic hydrogels has broadened the scope of these materials in biomedical research. Embedded MNP offer the possibility to modulate the physical properties of the hydrogel remotely and on demand by applying an external magnetic field. Moreover, they enable permanent changes in the mechanical properties of the hydrogel, as well as alterations in the micro- and macroporosity of its threedimensional (3D) structure, with the associated potential to induce anisotropy. In this work, the behavior of biocompatible and biodegradable hydrogels made with Fmoc-diphenylalanine (Fmoc-FF) (Fmoc = fluorenylmethoxycarbonyl) and Fmoc−arginine−glycine− aspartic acid (Fmoc-RGD) short peptides to which MNP were incorporated was studied in detail with physicochemical, mechanical, and biological methods. The resulting hybrid hydrogels showed enhance mechanical properties and withstood injection without phase disruption. In mice, the hydrogels showed faster and improved self-healing properties compared to their nonmagnetic counterparts. Thanks to these superior physical properties and stability during culture, they can be used as 3D scaffolds for cell growth. Additionally, magnetic short-peptide hydrogels showed good biocompatibility and the absence of toxicity, which together with their enhanced mechanical stability and excellent injectability make them ideal biomaterials for in vivo biomedical applications with minimally invasive surgery. This study presents a new approach to improving the physical and mechanical properties of supramolecular hydrogels by incorporating MNP, which confer structural reinforcement and stability, remote actuation by magnetic fields, and better injectability. Our approach is a potential catalyst for expanding the biomedical applications of supramolecular short-peptide hydrogels.Instituto de Salud Carlos III FIS PI20/0317 ICI19/00024European CommissionFSE "El FSE invierte en tu futuro", SpainFrench National Research Agency (ANR) ANR-15-IDEX-01Universidad de Granada/CBUAFIS2017-85954-R MCIN/AEI/10.13039/501100011033/FEDER PE-0395-2019 PPJIB2020.07 PRE2018-083773 MCIN/AEI/10.13039/501100011033 FPU17/0049

    New Antibody-Free Mass Spectrometry-Based Quantification Reveals That C9ORF72 Long Protein Isoform Is Reduced in the Frontal Cortex of Hexanucleotide-Repeat Expansion Carriers

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    Frontotemporal dementia (FTD) is a fatal neurodegenerative disease characterized by behavioral and language disorders. The main genetic cause of FTD is an intronic hexanucleotide repeat expansion (G4C2)n in the C9ORF72 gene. A loss of function of the C9ORF72 protein associated with the allele-specific reduction of C9ORF72 expression is postulated to contribute to the disease pathogenesis. To better understand the contribution of the loss of function to the disease mechanism, we need to determine precisely the level of reduction in C9ORF72 long and short isoforms in brain tissue from patients with C9ORF72 mutations. In this study, we developed a sensitive and robust mass spectrometry (MS) method for quantifying C9ORF72 isoform levels in human brain tissue without requiring antibody or affinity reagent. An optimized workflow based on surfactant-aided protein extraction and pellet digestion was established for optimal recovery of the two isoforms in brain samples. Signature peptides, common or specific to the isoforms, were targeted in brain extracts by multiplex MS through the parallel reaction monitoring mode on a Quadrupole–Orbitrap high resolution mass spectrometer. The assay was successfully validated and subsequently applied to frontal cortex brain samples from a cohort of FTD patients with C9ORF72 mutations and neurologically normal controls without mutations. We showed that the C9ORF72 short isoform in the frontal cortices is below detection threshold in all tested individuals and the C9ORF72 long isoform is significantly decreased in C9ORF72 mutation carriers

    Expression de MSH4 et de p53 dans les tumeurs gliales malignes (corrélation avec le type histologique, le pronostic et la résponse aux traitements)

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    NICE-BU Médecine Odontologie (060882102) / SudocPARIS-BIUM (751062103) / SudocSudocFranceF

    Expression de la protéine SOX 9 dans les carcinomes à cellules

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    NICE-BU Médecine Odontologie (060882102) / SudocPARIS-BIUM (751062103) / SudocSudocFranceF

    Primal-Dual for Classification with Rejection (PD-CR): A novel method for classification and feature selection. An application in metabolomics studies

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    International audienceBackground: Supervised classification methods have been used for many years for feature selection in metabolomics and other omics studies. We developed a novel primal-dual based classification method (PD-CR) that can perform classification with rejection and feature selection on high dimensional datasets. PD-CR projects data onto a low dimension space and performs classification by minimizing an appropriate quadratic cost. It simultaneously optimizes the selected features and the prediction accuracy with a new tailored, constrained primal-dual method. The primal-dual framework is general enough to encompass various robust losses and to allow for convergence analysis. Here, we compare PD-CR to three commonly used methods : Partial Least Squares Discriminant Analysis (PLS-DA), Random Forests and Support Vector Machines (SVM). We analyzed two metabolomics datasets: one urinary metabolomics dataset concerning lung cancer patients and healthy controls; and a metabolomics dataset obtained from frozen glial tumor samples with mutated isocitrate dehydrogenase (IDH) or wild-type IDH. Results: PD-CR was more accurate than PLS-DA, Random Forests and SVM for classification using the 2 metabolomics datasets. It also selected biologically relevant metabolites. PD-CR has the advantage of providing a confidence score for each prediction, which can be used to perform classification with rejection. This substantially reduces the False Discovery Rate. Conclusion: PD-CR is an accurate method for classification of metabolomics datasets which can outperform PLS-DA, Random Forests and SVM while selecting biologically relevant features. Furthermore the confidence score provided with PD-CR can be used to perform classification with rejection and reduce the false discovery rate

    Microfoci of malignant progression in diffuse low-grade gliomas: towards the creation of an intermediate grade in glioma classification?

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    International audienceLow-grade gliomas (GII) inescapably progress to high-grade gliomas (GIII). The duration of this transition is highly variable between patients and reliable predictive markers do not exist. We noticed in a subset of cases of GII, obtained by awake neurosurgery, the presence of microfoci with high cellular density, high vascular density, or minimal endothelial proliferation, which we called GII+. Our aim was to investigate whether these foci display immunohistochemical and molecular characteristics similar to GIII and whether their presence is correlated to poor prognosis. We analyzed cell proliferation, hypoxia, vascularization, and alterations of tumorigenic pathways by immunohistochemistry (Ki-67, CD31, HIF-1-alpha, EGFR, P-AKT, P53, MDM2) and fluorescence in situ hybridization (EGFR, MDM2, PDGFRA) in the hypercellular foci of 16 GII+ cases. We compared overall survival between GII, GII+, and GIII. Ki-67, and CD31 expression was higher in the foci than in the tumor background in all cases. Aberrant expression of protein markers and genomic aberrations were also observed in some foci, distinct from the tumor background. Survival was shorter in GII+ than in GII cases. Our results suggest that these foci are the early histological hallmark of anaplastic transformation, which is supported by molecular aberrations. Our study is the first to demonstrate intratumoral morphological, immunohistochemical, and molecular heterogeneity in resection specimens of GII, the presence of which is correlated to shorter survival. Our findings question the discriminative capacity of the current glioma classification and provide arguments in favor of the creation of a grade intermediate between GII and GIII, to optimize the treatment strategy of GII
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