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1.
Front Immunol ; 15: 1340726, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38504984

RESUMO

Encoded by PTPN11, the Src-homology 2 domain-containing phosphatase 2 (SHP2) integrates signals from various membrane-bound receptors such as receptor tyrosine kinases (RTKs), cytokine and integrin receptors and thereby promotes cell survival and proliferation. Activating mutations in the PTPN11 gene may trigger signaling pathways leading to the development of hematological malignancies, but are rarely found in solid tumors. Yet, aberrant SHP2 expression or activation has implications in the development, progression and metastasis of many solid tumor entities. SHP2 is involved in multiple signaling cascades, including the RAS-RAF-MEK-ERK-, PI3K-AKT-, JAK-STAT- and PD-L1/PD-1- pathways. Although not mutated, activation or functional requirement of SHP2 appears to play a relevant and context-dependent dichotomous role. This mostly tumor-promoting and infrequently tumor-suppressive role exists in many cancers such as gastrointestinal tumors, pancreatic, liver and lung cancer, gynecological entities, head and neck cancers, prostate cancer, glioblastoma and melanoma. Recent studies have identified SHP2 as a potential biomarker for the prognosis of some solid tumors. Based on promising preclinical work and the advent of orally available allosteric SHP2-inhibitors early clinical trials are currently investigating SHP2-directed approaches in various solid tumors, either as a single agent or in combination regimes. We here provide a brief overview of the molecular functions of SHP2 and collate current knowledge with regard to the significance of SHP2 expression and function in different solid tumor entities, including cells in their microenvironment, immune escape and therapy resistance. In the context of the present landscape of clinical trials with allosteric SHP2-inhibitors we discuss the multitude of opportunities but also limitations of a strategy targeting this non-receptor protein tyrosine phosphatase for treatment of solid tumors.


Assuntos
Neoplasias Pulmonares , Fosfatidilinositol 3-Quinases , Masculino , Humanos , Transdução de Sinais , Mutação com Ganho de Função , Tirosina , Microambiente Tumoral , Proteína Tirosina Fosfatase não Receptora Tipo 11/genética
2.
Am J Psychiatry ; 181(5): 445-456, 2024 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-38196336

RESUMO

OBJECTIVE: Alcohol use disorder (AUD) constitutes a critical public health issue and has sex-specific characteristics. Initial evidence suggests that progesterone and estradiol might reduce or increase alcohol intake, respectively. However, there is a need for a better understanding of how the menstrual cycle in females and the ratio of progesterone to estradiol in females and males influence alcohol use patterns in individuals with AUD. METHODS: In this sex-separated multicenter longitudinal study, the authors analyzed 12-month data on real-life alcohol use (from 21,460 smartphone entries), menstrual cycle, and serum progesterone-to-estradiol ratios (from 667 blood samples at four individual study visits) in 74 naturally cycling females and 278 males with AUD between 2020 and 2022, using generalized and general linear mixed modeling. RESULTS: Menstrual cycle phases were significantly associated with binge drinking and progesterone-to-estradiol ratio. During the late luteal phase, females showed a lower predicted binge drinking probability of 13% and a higher predicted marginal mean of progesterone-to-estradiol ratio of 95 compared with during the menstrual, follicular, and ovulatory phases (binge drinking probability and odds ratios vs. late luteal phase, respectively: 17%, odds ratio=1.340, 95% CI=1.031, 1.742; 19%, odds ratio=1.523, 95% CI=1.190, 1.949; and 20%, odds ratio=1.683, 95% CI=1.285, 2.206; difference in progesterone-to-estradiol ratios, respectively: -61, 95% CI=-105.492, -16.095; -78, 95% CI=-119.322, -37.039; and -71, 95% CI=-114.568, -27.534). In males, a higher progesterone-to-estradiol ratio was related to lower probabilities of binge drinking and of any alcohol use, with a 10-unit increase in the hormone ratio resulting in odds ratios of 0.918 (95% CI=0.843, 0.999) and 0.914 (95% CI=0.845, 0.988), respectively. CONCLUSIONS: These ecologically valid findings suggest that high progesterone-to-estradiol ratios can have a protective effect against problematic alcohol use in females and males with AUD, highlighting the progesterone-to-estradiol ratio as a promising treatment target. Moreover, the results indicate that females with AUD may benefit from menstrual cycle phase-tailored treatments.


Assuntos
Consumo de Bebidas Alcoólicas , Alcoolismo , Estradiol , Ciclo Menstrual , Progesterona , Humanos , Feminino , Estradiol/sangue , Progesterona/sangue , Masculino , Adulto , Ciclo Menstrual/sangue , Estudos Longitudinais , Alcoolismo/sangue , Alcoolismo/epidemiologia , Consumo de Bebidas Alcoólicas/sangue , Consumo de Bebidas Alcoólicas/epidemiologia , Consumo Excessivo de Bebidas Alcoólicas/sangue , Consumo Excessivo de Bebidas Alcoólicas/epidemiologia , Fatores Sexuais , Pessoa de Meia-Idade , Adulto Jovem
3.
J Neuroinflammation ; 19(1): 274, 2022 Nov 19.
Artigo em Inglês | MEDLINE | ID: mdl-36403002

RESUMO

BACKGROUND: Cerebral infection with the protozoan Toxoplasma gondii (T. gondii) is responsible for inflammation of the central nervous system (CNS) contributing to subtle neuronal alterations. Albeit essential for brain parasite control, continuous microglia activation and recruitment of peripheral immune cells entail distinct neuronal impairment upon infection-induced neuroinflammation. PACAP is an endogenous neuropeptide known to inhibit inflammation and promote neuronal survival. Since PACAP is actively transported into the CNS, we aimed to assess the impact of PACAP on the T. gondii-induced neuroinflammation and subsequent effects on neuronal homeostasis. METHODS: Exogenous PACAP was administered intraperitoneally in the chronic stage of T. gondii infection, and brains were isolated for histopathological analysis and determination of pathogen levels. Immune cells from the brain, blood, and spleen were analyzed by flow cytometry, and the further production of inflammatory mediators was investigated by intracellular protein staining as well as expression levels by RT-qPCR. Neuronal and synaptic alterations were assessed on the transcriptional and protein level, focusing on neurotrophins, neurotrophin-receptors and signature synaptic markers. RESULTS: Here, we reveal that PACAP administration reduced the inflammatory foci and the number of apoptotic cells in the brain parenchyma and restrained the activation of microglia and recruitment of monocytes. The neuropeptide reduced the expression of inflammatory mediators such as IFN-γ, IL-6, iNOS, and IL-1ß. Moreover, PACAP diminished IFN-γ production by recruited CD4+ T cells in the CNS. Importantly, PACAP promoted neuronal health via increased expression of the neurotrophin BDNF and reduction of p75NTR, a receptor related to neuronal cell death. In addition, PACAP administration was associated with increased expression of transporters involved in glutamatergic and GABAergic signaling that are particularly affected during cerebral toxoplasmosis. CONCLUSIONS: Together, our findings unravel the beneficial effects of exogenous PACAP treatment upon infection-induced neuroinflammation, highlighting the potential implication of neuropeptides to promote neuronal survival and minimize synaptic prejudice.


Assuntos
Toxoplasma , Toxoplasmose , Humanos , Polipeptídeo Hipofisário Ativador de Adenilato Ciclase/farmacologia , Polipeptídeo Hipofisário Ativador de Adenilato Ciclase/uso terapêutico , Polipeptídeo Hipofisário Ativador de Adenilato Ciclase/metabolismo , Doenças Neuroinflamatórias , Toxoplasmose/complicações , Toxoplasmose/tratamento farmacológico , Fatores de Crescimento Neural , Inflamação/tratamento farmacológico , Mediadores da Inflamação
4.
Front Immunol ; 13: 920658, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35898505

RESUMO

Toxoplasma gondii is a highly successful parasite capable of infecting all warm-blooded animals. The natural way of infection in intermediate hosts is the oral ingestion of parasite-contaminated water or food. In murine experimental models, oral infection (p.o.) of mice with T. gondii is applied to investigate mucosal and peripheral immune cell dynamics, whereas intraperitoneal infection (i.p.) is frequently used to study peripheral inflammation as well as immune cell - neuronal interaction in the central nervous system (CNS). However, the two infection routes have not yet been systematically compared along the course of infection. Here, C57BL/6 mice were infected p.o. or i.p. with a low dose of T. gondii cysts, and the acute and chronic stages of infection were compared. A more severe course of infection was detected following i.p. challenge, characterized by an increased weight loss and marked expression of proinflammatory cytokines particularly in the CNS during the chronic stage. The elevated proinflammatory cytokine expression in the ileum was more prominent after p.o. challenge that continued following the acute phase in both i.p. or p.o. infected mice. This resulted in sustained microbial dysbiosis, especially after p.o. challenge, highlighted by increased abundance of pathobionts from the phyla proteobacteria and a reduction of beneficial commensal species. Further, we revealed that in the CNS of i.p. infected mice CD4 and CD8 T cells displayed higher IFNγ production in the chronic stage. This corresponded with an increased expression of C1q and CD68 in the CNS and reduced expression of genes involved in neuronal signal transmission. Neuroinflammation-associated synaptic alterations, especially PSD-95, VGLUT, and EAAT2 expression, were more pronounced in the cortex upon i.p. infection highlighting the profound interplay between peripheral inflammation and CNS homeostasis.


Assuntos
Microbiota , Toxoplasma , Animais , Citocinas , Inflamação , Camundongos , Camundongos Endogâmicos C57BL , Neurônios
5.
FASEB J ; 35(10): e21912, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34533842

RESUMO

High salt diet (HSD) is a hallmark of blood pressure elevations, weight gain and diabetes onset in the metabolic syndrome. In kidney, compensatory mechanisms are activated to balance salt turnover and maintain homeostasis. Data on the long-term effects of HSD with respect to tubular cell functions and kidney architecture that exclude confounding indirect blood pressure effects are scarce. Additionally we focus on cold shock Y-box binding protein-1 as a tubular cell protective factor. A HSD model (4% NaCl in chow; 1% NaCl in water) was compared to normal salt diet (NSD, standard chow) over 16 months using wild type mice and an inducible conditional whole body knockout for cold shock Y-box binding protein-1 (BL6J/N, Ybx1). HSD induced no difference in blood pressure over 16 months, comparing NSD/HSD and Ybx1 wild type/knockout. Nevertheless, marked phenotypic changes were detected. Glucosuria and subnephrotic albuminuria ensued in wild type animals under HSD, which subsided in Ybx1-deficient animals. At the same time megalin receptors were upregulated. The sodium-glucose cotransporter-2 (SGLT2) was completely downregulated in wild type HSD animals that developed glucosuria. In Ybx1 knockouts, expression of AQP1 and SGLT2 was maintained under HSD; proximal tubular widening and glomerular tubularization developed. Concurrently, amino aciduria of neutral and hydrophobic amino acids was seen. In vitro translation confirmed that YB-1 translationally represses Sglt2 transcripts. Our data reveal profound effects of HSD primarily within glomeruli and proximal tubular segments. YB-1 is regulated by HSD and orchestrates HSD-dependent changes; notably, sets reabsorption thresholds for amino acids, proteins and glucose.


Assuntos
Resposta ao Choque Frio/genética , Regulação da Expressão Gênica/efeitos dos fármacos , Túbulos Renais Proximais/efeitos dos fármacos , Sódio na Dieta/farmacologia , Transportador 2 de Glucose-Sódio/genética , Fatores de Transcrição/metabolismo , Animais , Pressão Sanguínea/efeitos dos fármacos , Feminino , Túbulos Renais Proximais/citologia , Leucócitos/citologia , Macrófagos/citologia , Masculino , Fenótipo , Podócitos/efeitos dos fármacos , Renina/biossíntese , Renina/metabolismo , Fatores de Transcrição/deficiência , Fatores de Transcrição/genética , Regulação para Cima/efeitos dos fármacos
6.
Front Immunol ; 12: 619465, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33968021

RESUMO

Cell survival and function critically relies on the fine-tuned balance of protein synthesis and degradation. In the steady state, the standard proteasome is sufficient to maintain this proteostasis. However, upon inflammation, the sharp increase in protein production requires additional mechanisms to limit protein-associated cellular stress. Under inflammatory conditions and the release of interferons, the immunoproteasome (IP) is induced to support protein processing and recycling. In antigen-presenting cells constitutively expressing IPs, inflammation-related mechanisms contribute to the formation of MHC class I/II-peptide complexes, which are required for the induction of T cell responses. The control of Toxoplasma gondii infection relies on Interferon-γ (IFNγ)-related T cell responses. Whether and how the IP affects the course of anti-parasitic T cell responses along the infection as well as inflammation of the central nervous system is still unknown. To answer this question we used triple knockout (TKO) mice lacking the 3 catalytic subunits of the immunoproteasome (ß1i/LMP2, ß2i/MECL-1 and ß5i/LMP7). Here we show that the numbers of dendritic cells, monocytes and CD8+ T cells were reduced in Toxoplasma gondii-infected TKO mice. Furthermore, impaired IFNγ, TNF and iNOS production was accompanied by dysregulated chemokine expression and altered immune cell recruitment to the brain. T cell differentiation was altered, apoptosis rates of microglia and monocytes were elevated and STAT3 downstream signaling was diminished. Consequently, anti-parasitic immune responses were impaired in TKO mice leading to elevated T. gondii burden and prolonged neuroinflammation. In summary we provide evidence for a critical role of the IP subunits ß1i/LMP2, ß2i/MECL-1 and ß5i/LMP7 for the control of cerebral Toxoplasma gondii infection and subsequent neuroinflammation.


Assuntos
Cisteína Endopeptidases/metabolismo , Imunomodulação , Complexo de Endopeptidases do Proteassoma/metabolismo , Toxoplasmose Cerebral/etiologia , Toxoplasmose Cerebral/metabolismo , Animais , Apoptose , Biomarcadores , Citocinas/metabolismo , Modelos Animais de Doenças , Suscetibilidade a Doenças , Camundongos , Transdução de Sinais , Toxoplasma
7.
Cancers (Basel) ; 12(12)2020 Nov 25.
Artigo em Inglês | MEDLINE | ID: mdl-33255653

RESUMO

Cold shock Y-box binding protein-1 participates in cancer cell transformation and mediates invasive cell growth. It is unknown whether an autoimmune response against cancerous human YB-1 with posttranslational protein modifications or processing develops. We performed a systematic analysis for autoantibody formation directed against conformational and linear epitopes within the protein. Full-length and truncated recombinant proteins from prokaryotic and eukaryotic cells were generated. Characterization revealed a pattern of spontaneous protein cleavage, predominantly with the prokaryotic protein. Autoantibodies against prokaryotic, but not eukaryotic full-length and cleaved human YB-1 protein fragments were detected in both, healthy volunteers and cancer patients. A mapping of immunogenic epitopes performed with truncated E. coli-derived GST-hYB-1 proteins yielded distinct residues in the protein N- and C-terminus. A peptide array with consecutive overlapping 15mers revealed six distinct antigenic regions in cancer patients, however to a lesser extent in healthy controls. Finally, a protein cleavage assay was set up with recombinant pro- and eukaryotic-derived tagged hYB-1 proteins. A distinct cleavage pattern developed, that is retarded by sera from cancer patients. Taken together, a specific autoimmune response against hYB-1 protein develops in cancer patients with autoantibodies targeting linear epitopes.

8.
Artigo em Inglês | MEDLINE | ID: mdl-31192159

RESUMO

Pituitary Adenylate Cyclase-Activating Polypeptide (PACAP) is an endogenous neuropeptide with distinct functions including the regulation of inflammatory processes. PACAP is able to modify the immune response by directly regulating macrophages and monocytes inhibiting the production of inflammatory cytokines, chemokines and free radicals. Here, we analyzed the effect of exogenous PACAP on peripheral immune cell subsets upon acute infection with the parasite Toxoplasma gondii (T. gondii). PACAP administration was followed by diminished innate immune cell recruitment to the peritoneal cavity of T. gondii-infected mice. PACAP did not directly interfere with parasite replication, instead, indirectly reduced parasite burden in mononuclear cell populations by enhancing their phagocytic capacity. Although proinflammatory cytokine levels were attenuated in the periphery upon PACAP treatment, interleukin (IL)-10 and Transforming growth factor beta (TGF-ß) remained stable. While PACAP modulated VPAC1 and VPAC2 receptors in immune cells upon binding, it also increased their expression of brain-derived neurotrophic factor (BDNF). In addition, the expression of p75 neurotrophin receptor (p75NTR) on Ly6Chi inflammatory monocytes was diminished upon PACAP administration. Our findings highlight the immunomodulatory effect of PACAP on peripheral immune cell subsets during acute Toxoplasmosis, providing new insights about host-pathogen interaction and the effects of neuropeptides during inflammation.


Assuntos
Interações Hospedeiro-Patógeno/imunologia , Imunomodulação , Neuropeptídeos/imunologia , Polipeptídeo Hipofisário Ativador de Adenilato Ciclase/administração & dosagem , Polipeptídeo Hipofisário Ativador de Adenilato Ciclase/imunologia , Toxoplasmose/imunologia , Animais , Antígenos Ly , Fator Neurotrófico Derivado do Encéfalo/metabolismo , Quimiocinas/metabolismo , Citocinas/metabolismo , Modelos Animais de Doenças , Feminino , Imunidade Inata , Inflamação , Interleucina-10 , Macrófagos , Camundongos , Camundongos Endogâmicos C57BL , Fatores de Crescimento Neural , Receptores Tipo II de Peptídeo Intestinal Vasoativo , Receptores Tipo I de Polipeptídeo Intestinal Vasoativo , Toxoplasma , Regulação para Cima
9.
J Alzheimers Dis ; 65(2): 465-474, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30040730

RESUMO

Reduction of mitochondrial activity is a subtle and early event in the pathogenesis of Alzheimer's disease. Mitochondrial damage and consequentially enhanced production of reactive oxygen species is particularly occurring in the vicinity of amyloid plaques. Since all cells are affected by mitochondrial damage, analyses of cell type-specific effects are challenging. To study the impact of mitochondrial alterations on microglial activity in a homogeneous genetic background, we generated bone marrow chimeras of irradiated 46-days-old APP-transgenic mice. For reconstitution, bone marrow from CX3CR1-eGFP mice with mitochondria of either non-obese diabetic or C57BL/6J animals was utilized. Successful reconstitution was evident in 100-day-old animals, by the presence of eGFP-positive cells in liver and spleen. In the brain, one-third of IBA1-positive microglia cells were newly recruited eGFP-expressing cells. Although donor-derived microglia were equally located in the proximity of amyloid plaques, no difference was observed in either the amyloid level, total number, or microglial coverage of plaques. These results indicate that during this brief and early phase of amyloid deposition, beneficial mitochondrial alterations in the newly recruited third of microglial cells were not sufficient to affect the amyloidosis in APP-transgenic mice.


Assuntos
Doença de Alzheimer/metabolismo , Amiloidose/metabolismo , Microglia/metabolismo , Mitocôndrias/metabolismo , Doenças Mitocondriais/metabolismo , Doença de Alzheimer/patologia , Precursor de Proteína beta-Amiloide/genética , Precursor de Proteína beta-Amiloide/metabolismo , Amiloidose/patologia , Animais , Receptor 1 de Quimiocina CX3C/genética , Receptor 1 de Quimiocina CX3C/metabolismo , Proteínas de Ligação ao Cálcio/metabolismo , Modelos Animais de Doenças , Feminino , Proteínas de Fluorescência Verde/genética , Proteínas de Fluorescência Verde/metabolismo , Humanos , Masculino , Camundongos Endogâmicos C57BL , Camundongos Endogâmicos NOD , Camundongos Transgênicos , Proteínas dos Microfilamentos/metabolismo , Microglia/patologia , Mitocôndrias/patologia , Doenças Mitocondriais/patologia , Placa Amiloide/metabolismo , Placa Amiloide/patologia , Presenilina-1/genética , Presenilina-1/metabolismo
10.
Acta Neuropathol Commun ; 5(1): 49, 2017 06 20.
Artigo em Inglês | MEDLINE | ID: mdl-28637503

RESUMO

Amyloid-ß (Aß) deposition is one of the hallmarks of the amyloid hypothesis in Alzheimer's disease (AD). Mouse models using APP-transgene overexpression to generate amyloid plaques have shown to model only certain parts of the disease. The extent to which the data from mice can be transferred to man remains controversial. Several studies have shown convincing treatment results in reducing Aß and enhancing cognition in mice but failed totally in human. One model-dependent factor has so far been almost completely neglected: the endogenous expression of mouse APP and its effects on the transgenic models and the readout for therapeutic approaches.Here, we report that hAPP-transgenic models of amyloidosis devoid of endogenous mouse APP expression (mAPP-knockout / mAPPko) show increased amounts and higher speed of Aß deposition than controls with mAPP. The number of senile plaques and the level of aggregated hAß were elevated in mAPPko mice, while the deposition in cortical blood vessels was delayed, indicating an alteration in the general aggregation propensity of hAß together with endogenous mAß. Furthermore, the cellular response to Aß deposition was modulated: mAPPko mice developed a pronounced and age-dependent astrogliosis, while microglial association to amyloid plaques was diminished. The expression of human and murine aggregation-prone proteins with differing amino acid sequences within the same mouse model might not only alter the extent of deposition but also modulate the route of pathogenesis, and thus, decisively influence the study outcome, especially in translational research.


Assuntos
Peptídeos beta-Amiloides/metabolismo , Precursor de Proteína beta-Amiloide/metabolismo , Amiloidose/metabolismo , Fragmentos de Peptídeos/metabolismo , Precursor de Proteína beta-Amiloide/genética , Amiloidose/patologia , Animais , Encéfalo/metabolismo , Encéfalo/patologia , Caspases/metabolismo , Feminino , Humanos , Masculino , Meninges/irrigação sanguínea , Meninges/metabolismo , Meninges/patologia , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Mutação , Neurônios/metabolismo , Neurônios/patologia , Placa Amiloide/metabolismo , Placa Amiloide/patologia
11.
Acta Neuropathol Commun ; 4(1): 91, 2016 08 26.
Artigo em Inglês | MEDLINE | ID: mdl-27566602

RESUMO

Alzheimer's disease primarily occurs as sporadic disease and is accompanied with vast socio-economic problems. The mandatory basic research relies on robust and reliable disease models to overcome increasing incidence and emerging social challenges. Rodent models are most efficient, versatile, and predominantly used in research. However, only highly artificial and mostly genetically modified models are available. As these 'engineered' models reproduce only isolated features, researchers demand more suitable models of sporadic neurodegenerative diseases. One very promising animal model was the South American rodent Octodon degus, which was repeatedly described as natural 'sporadic Alzheimer's disease model' with 'Alzheimer's disease-like neuropathology'. To unveil advantages over the 'artificial' mouse models, we re-evaluated the age-dependent, neurohistological changes in young and aged Octodon degus (1 to 5-years-old) bred in a wild-type colony in Germany. In our hands, extensive neuropathological analyses of young and aged animals revealed normal age-related cortical changes without obvious signs for extensive degeneration as seen in patients with dementia. Neither significant neuronal loss nor enhanced microglial activation were observed in aged animals. Silver impregnation methods, conventional, and immunohistological stains as well as biochemical fractionations revealed neither amyloid accumulation nor tangle formation. Phosphoepitope-specific antibodies against tau species displayed similar intraneuronal reactivity in both, young and aged Octodon degus.In contrast to previous results, our study suggests that Octodon degus born and bred in captivity do not inevitably develop cortical amyloidosis, tangle formation or neuronal loss as seen in Alzheimer's disease patients or transgenic disease models.


Assuntos
Doença de Alzheimer , Modelos Animais de Doenças , Octodon , Envelhecimento/metabolismo , Envelhecimento/patologia , Doença de Alzheimer/metabolismo , Doença de Alzheimer/patologia , Peptídeos beta-Amiloides/metabolismo , Animais , Western Blotting , Encéfalo/metabolismo , Encéfalo/patologia , Feminino , Humanos , Imuno-Histoquímica , Masculino , Camundongos Transgênicos , Octodon/metabolismo , Proteínas tau/metabolismo
12.
Int J Comput Assist Radiol Surg ; 10(9): 1493-503, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-25451320

RESUMO

PURPOSE: Diagnosis of neuromuscular diseases in ultrasonography is a challenging task since experts are often unable to discriminate between healthy and pathological cases. A computer-aided diagnosis (CAD) system for skeletal muscle ultrasonography was developed and tested for myositis detection in ultrasound images of biceps brachii. METHODS: Several types of features were extracted from rectangular and polygonal image regions-of-interest (ROIs), including first-order statistics, wavelet-based features, and Haralick's features. Features were chosen that are sensitive to the change in contrast and structure for pathological ultrasound images of neuromuscular diseases. The number of features was reduced by applying different sequential feature selection strategies followed by a supervised principal component analysis. For classification, two linear approaches were investigated: Fisher's classifier and the linear support vector machine (SVM) as well as the nonlinear [Formula: see text]-nearest neighbor approach. The CAD system was benchmarked on datasets of 18 subjects, seven of which were healthy, while 11 were affected by myositis. Three expert radiologists provided pre-classification and testing interpretations. RESULTS: Leave-one-out cross-validation on the training data revealed that the linear SVM was best suited for discriminating healthy and pathological muscle tissue, achieving 85/87 % accuracy, 90 % sensitivity, and 83/85 % specificity, depending on the radiologist. CONCLUSION: A muscle ultrasonography CAD system was developed, allowing a classification of an ultrasound image by one-click positioning of rectangular ROIs with minimal user effort. The applicability of the system was demonstrated with the challenging example of myositis detection, showing highly accurate results that were robust to imprecise user input.


Assuntos
Diagnóstico por Computador/métodos , Doenças Neuromusculares/diagnóstico por imagem , Doenças Neuromusculares/diagnóstico , Máquina de Vetores de Suporte , Adulto , Idoso , Idoso de 80 Anos ou mais , Algoritmos , Automação , Humanos , Pessoa de Meia-Idade , Músculo Esquelético/diagnóstico por imagem , Miosite/diagnóstico por imagem , Análise de Componente Principal , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Ultrassonografia
13.
Eur J Microbiol Immunol (Bp) ; 3(1): 21-27, 2013 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-23814667

RESUMO

Alzheimer's disease (AD) is by far the most common neurodegenerative disease. AD is histologically characterized not only by extracellular senile plaques and vascular deposits consisting of ß-amyloid (Aß) but also by accompanying neuroinflammatory processes involving the brain's microglia. The importance of the microglia is still in controversial discussion, which currently favors a protective function in disease progression. Recent findings by different research groups highlighted the importance of strain-specific and mitochondria-specific genomic variations in mouse models of cerebral ß-amyloidosis. Here, we want to summarize our previously presented data and add new results that draw attention towards the consideration of strain-specific genomic alterations in the setting of APP transgenes. We present data from APP-transgenic mice in commonly used C57Bl/6J and FVB/N genomic backgrounds and show a direct influence on the kinetics of Aß deposition and the activity of resident microglia. Plaque size, plaque deposition rate and the total amount of Aß are highest in C57Bl/6J mice as compared to the FVB/N genomic background, which can be explained at least partially by a reduced microglia activity towards amyloid deposits in the C57BL/6J strain.

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