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1.
Sci Rep ; 11(1): 4943, 2021 03 02.
Artigo em Inglês | MEDLINE | ID: mdl-33654146

RESUMO

The pandemic of COVID-19 is continuously spreading, becoming a worldwide emergency. Early and fast identification of subjects with a current or past infection must be achieved to slow down the epidemiological widening. Here we report a Raman-based approach for the analysis of saliva, able to significantly discriminate the signal of patients with a current infection by COVID-19 from healthy subjects and/or subjects with a past infection. Our results demonstrated the differences in saliva biochemical composition of the three experimental groups, with modifications grouped in specific attributable spectral regions. The Raman-based classification model was able to discriminate the signal collected from COVID-19 patients with accuracy, precision, sensitivity and specificity of more than 95%. In order to translate this discrimination from the signal-level to the patient-level, we developed a Deep Learning model obtaining accuracy in the range 89-92%. These findings have implications for the creation of a potential Raman-based diagnostic tool, using saliva as minimal invasive and highly informative biofluid, demonstrating the efficacy of the classification model.


Assuntos
COVID-19/diagnóstico , Saliva/química , Análise Espectral Raman/métodos , Idoso , Idoso de 80 Anos ou mais , Anticorpos Antivirais/análise , Comorbidade , Biologia Computacional , Aprendizado Profundo , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Distribuição Normal , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
2.
Sci Rep ; 10(1): 10175, 2020 06 23.
Artigo em Inglês | MEDLINE | ID: mdl-32576912

RESUMO

Amyotrophic Lateral Sclerosis (ALS) is a neurodegenerative disease leading to progressive and irreversible muscle atrophy. The diagnosis of ALS is time-consuming and complex, with the clinical and neurophysiological evaluation accompanied by monitoring of progression and a long procedure for the discrimination of similar neurodegenerative diseases. The delayed diagnosis strongly slows the potential development of adequate therapies and the time frame for a prompt intervention. The discovery of new biomarkers could improve the disease diagnosis, as well as the therapeutic and rehabilitative effectiveness and monitoring of the pathological progression. In this work saliva collected from 19 patients with ALS, 10 affected by Parkinson's disease, 10 affected by Alzheimer's disease and 10 healthy subjects, was analysed using Raman spectroscopy, optimizing the parameters for detailed and reproducible spectra. The statistical multivariate analysis of the data revealed a significant difference between the groups, allowing the discrimination of the disease onset. Correlation of Raman data revealed a direct relationship with paraclinical scores, identifying multifactorial biochemical modifications related to the pathology. The proposed approach showed a promising accuracy in ALS onset discrimination, using a fast and sensitive procedure that can make more efficient the diagnostic procedure and the monitoring of therapeutic and rehabilitative processes in ALS.


Assuntos
Esclerose Lateral Amiotrófica/diagnóstico , Biomarcadores/metabolismo , Saliva/metabolismo , Idoso , Idoso de 80 Anos ou mais , Doença de Alzheimer/diagnóstico , Doença de Alzheimer/metabolismo , Esclerose Lateral Amiotrófica/metabolismo , Progressão da Doença , Humanos , Masculino , Pessoa de Meia-Idade , Doença de Parkinson/diagnóstico , Doença de Parkinson/metabolismo
3.
Reumatismo ; 70(4): 232-240, 2018 Dec 20.
Artigo em Inglês | MEDLINE | ID: mdl-30570241

RESUMO

Whether the insulin resistance commonly observed in patients with inflammatory arthritis is a disease-specific feature and/or is limited to a disease phase (i.e., it occurs only during phases of high disease activity) is unknown. Fifty-three rheumatoid arthritis (RA) and 44 psoriatic arthritis (PsA) patients were recruited consecutively along with 194 controls matched for age, sex and body mass index for a case-control study. All underwent an oral glucose tolerance test, the results of which were analysed to derive the following indexes: homeostatic model of insulin resistance (HOMA-IR), insulin sensitivity index (ISI) and early insulin sensitivity index (EISI). These data were related to anthropometric, clinical and laboratory findings. Metabolic parameters of patients and controls were similar. Neither inflammatory markers nor disease activity scores were related to glucose metabolism for the generality of RA and PsA patients; however, by restricting the analysis to the subset of RA patients with residual disease activity, an association emerged between erythrocyte sedimentation rate, on the one hand, and fasting insulin (ß=0.46, p=0.047) and HOMA-IR (ß=0.44, p=0.02), on the other. Moreover, C-reactive protein (CRP) levels were associated with plasma glucose and insulin levels measured 120 min after the glucose load (ß=0.91, p=0.0003 and ß=0.77, p=0.0006, respectively); ISI and EISI were predicted by CRP (ß=-0.79, p=0.0006; ß=-0.80, p=0.0001, respectively). The same did not hold true for PsA patients. The association between systemic inflammation and insulin resistance indexes is a feature of RA with residual disease activity, not a universal feature of inflammatory arthritides.


Assuntos
Artrite Psoriásica/sangue , Artrite Reumatoide/sangue , Resistência à Insulina , Idoso , Biomarcadores/sangue , Estudos de Casos e Controles , Feminino , Humanos , Inflamação/sangue , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes
4.
Biomed Mater ; 9(4): 045011, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25050540

RESUMO

Atherosclerosis and its complications still represent the leading cause of death in the developed countries. While autologous blood vessels may be regarded as the best solution for peripheral and coronary bypass, they are unavailable in most patients. Even though tissue engineering techniques are often applied to the development of small-diameter vascular grafts, limiting factors of this approach are represented by the lack of essential extracellular matrix proteins and/or poor biomechanical properties of the scaffolds used. Along these lines, the aim of this study was to develop a decellularization protocol for ovine carotids to be used as suitable small-diameter vascular grafts. Samples were treated either with sodium dodecyl sulphate (SDS) or with Trypsin and Triton X-100; a final nuclease digestion was performed for both protocols. Morphological analyses demonstrate complete removal of nuclei and cellular components in treated vessels, also confirmed by significant reduction in wall thickness and DNA content. Essential extracellular matrix proteins such as collagen, elastin, and fibronectin are well preserved after decellularization. From a mechanical point of view, Trypsin and Triton X-100 treated arteries show elastic modules and compliance comparable to native carotids, whereas the use of SDS makes samples stiffer, with a significant decrease in the compliance mean value and an increase in longitudinal and circumferential Young's modules. It is demonstrated that the treatment where Trypsin and Triton X-100 are combined guarantees complete decellularization of carotids, with no significant alteration of biomechanical and structural properties, thus preserving a suitable environment for adhesion, proliferation, and migration of cells.


Assuntos
Artérias/patologia , Animais , Fenômenos Biomecânicos , Prótese Vascular , Artérias Carótidas/patologia , Movimento Celular , Colágeno/química , Meios de Cultivo Condicionados/química , DNA/química , Elasticidade , Matriz Extracelular/metabolismo , Fibronectinas/química , Células-Tronco Mesenquimais/citologia , Microscopia Eletrônica de Varredura , Octoxinol/química , Ovinos , Estresse Mecânico , Engenharia Tecidual/métodos , Alicerces Teciduais , Tripsina/química
5.
Cytokine ; 68(1): 1-8, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24787050

RESUMO

BACKGROUND: Among all cytokines involved in the pathogenesis and in the progression of psoriasis, Tumor Necrosis Factor (TNF)-alpha and interleukin (IL)-17 play a pivotal role. OBJECTIVE: The aim of the present study was to mimic a psoriatic microenvironment and to investigate the early effects of TNF-alpha and IL-17 in a three-dimensional model of organotypic normal human skin. METHODS: Human skin explants were obtained from plastic aesthetic surgery of healthy young women 20-40years old (n=7). The study was approved by the Institutional Review Board and written informed consent was obtained from all subjects. Bioptic fragments were cultured at the air-liquid interface overnight in a Transwell system and further divided before adding either 50ng/ml IL-17 or 100ng/ml TNF-alpha or a combination of both cytokines. For each subject, a control sample was cultured without any cytokine. Samples were harvested 24 or 48h after cytokine incubation. At both time points and for all cytokine treatments a bioptic fragment obtained from each patient was processed. Epidermal proliferation, expressions of terminal differentiation (keratin 10, K10, and 14, K14) and of intercellular adhesion (occludin for tight junctions and E-cadherin for adherens junctions) biomarkers were investigated by indirect immunofluorescence. RESULTS: IL-17 and TNF-alpha induced an early and statistically significant inhibition of keratinocyte proliferation (more than 80% compared with their respective controls). At 24h, the combination of both cytokines did not further reduce cell proliferation. Starting from 24h of incubation, a non-continuous occludin expression in the granular layer was observed after both IL-17 and TNF-alpha exposure. Immunolabelling for E-cadherin in adherens junctions, for K10 in the suprabasal layers, and for K14 in the basal layer was similar in all experimental groups and unaffected after cytokine treatment. CONCLUSIONS: These results suggest that in this experimental model IL-17 and TNF-alpha induced an early alteration of the homeostasis of the inner proliferative layer and of the upper granular layer, as shown by cell proliferation inhibition and occludin expression.


Assuntos
Interleucina-17/fisiologia , Modelos Anatômicos , Psoríase/fisiopatologia , Pele/anatomia & histologia , Fator de Necrose Tumoral alfa/fisiologia , Adulto , Adesão Celular , Proliferação de Células , Feminino , Imunofluorescência , Humanos , Psoríase/patologia , Pele/citologia , Pele/fisiopatologia , Técnicas de Cultura de Tecidos , Adulto Jovem
6.
Oral Dis ; 20(5): 466-72, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-23837876

RESUMO

OBJECTIVE: This study aimed at evaluating from a morphological point of view the effects of alendronate (ALN), a widely used nitrogen-containing bisphosphonate for the chronic treatment of osteoporosis, on the oral epithelium of healthy keratinized human oral mucosa. Bisphosphonate-related osteonecrosis of the jaw is a well-known severe consequence, but the effects during chronic therapy on the oral soft tissues are still matter of debate. MATERIALS AND METHODS: Six women over 60 year-old undergoing treatment of osteoporosis with 70 mg per week of oral ALN (lasting at least 2 years) were recruited and compared with a gender and age-matched group (n = 6). Proliferation, apoptosis, intercellular adhesion and terminal differentiation (TD) were investigated by immunofluorescence. In parallel, ultrastructural analysis was carried out. RESULTS: By immunofluorescence, a statistically significant decrease in keratinocyte proliferation was detected in the oral epithelium of the ALN group without any sign of apoptosis, but accompanied by a reduction in desmoglein 1 and keratin 10 expressions. In the uppermost layers of the oral epithelium of the ALN group, thin desmosomes were visible by transmission electron microscopy. CONCLUSION: Our results show that epithelial adhesion, TD and proliferation are affected by ALN therapeutic doses in clinically healthy human oral mucosa.


Assuntos
Alendronato/farmacologia , Conservadores da Densidade Óssea/farmacologia , Mucosa Bucal/efeitos dos fármacos , Diferenciação Celular/efeitos dos fármacos , Proliferação de Células/efeitos dos fármacos , Células Epiteliais/efeitos dos fármacos , Epitélio/efeitos dos fármacos , Feminino , Imunofluorescência , Humanos , Microscopia Eletrônica de Transmissão , Pessoa de Meia-Idade
7.
Acta Psychiatr Scand ; 84(6): 537-44, 1991 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-1686517

RESUMO

Peripheral benzodiazepine receptors (pBDZr) were analyzed in lymphocyte membranes from patients with anxiety disorders (generalized anxiety disorder (GAD), n = 15; panic disorder (PD), n = 10; obsessive-compulsive disorder (OCD), n = 18), other mental disorders (n = 40) and 50 healthy controls, by the specific binding of 3H-PK11195. The number of binding sites (Bmax) was significantly decreased in groups with both GAD and OCD as compared with age-matched controls, by 45% and 25% respectively, whereas the binding affinity (Kd) was the same in all disorder and control groups. Conversely, no changes in binding capacity was observed in the other disorder groups and particularly in the one with PD. The abnormality in pBDZr observed in patients with GAD was restored to a normal value after long-term treatment with 2'-chloro-N-desmethyldiazepam, which also coincided with their recovery from anxiety. Our data suggest that the clinical heterogeneity in anxiety disorders might be related to different biological mechanisms and that lymphocyte pBDZr might be useful in demonstrating these differences.


Assuntos
Ansiolíticos/uso terapêutico , Transtornos de Ansiedade/tratamento farmacológico , Isoquinolinas/farmacocinética , Ensaio Radioligante , Receptores de GABA-A/efeitos dos fármacos , Transtornos de Ansiedade/sangue , Transtornos de Ansiedade/psicologia , Humanos , Assistência de Longa Duração , Linfócitos/metabolismo , N-Metilescopolamina , Transtorno Obsessivo-Compulsivo/sangue , Transtorno Obsessivo-Compulsivo/tratamento farmacológico , Transtorno Obsessivo-Compulsivo/psicologia , Parassimpatolíticos/farmacocinética , Receptores Muscarínicos/efeitos dos fármacos , Derivados da Escopolamina/farmacocinética
8.
J Neurol Sci ; 102(2): 209-19, 1991 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-1649262

RESUMO

In an attempt to assess the involvement of the "peripheral-type" benzodiazepine receptors (pBDZR) in hepatic encephalopathy (HE), we examined the binding of the isoquinoline carboxamide derivative 3H-PK 11,195 to lymphocyte membranes from a group of patients with liver cirrhosis with or without clinical signs of HE and normal controls. Lymphocyte 3H-PK 11,195 binding is saturable, with high affinity and presents the pharmacological specificity corresponding to pBDZR. A significant 40% decrease in the number of 3H-PK 11,195 binding sites, without a concomitant change in the apparent affinity, is observed in the group with HE as compared to the controls, but not in that with liver diseases without HE. The decrease in binding capacity correlates significantly with the clinical grading of HE, but not with age, sex, aetiology of cirrhosis or presence of surgical shunt. In contrast to the reduction of pBDZR, 3H-N-methylscopolamine binding to lymphocyte muscarinic receptors is not affected in HE. These findings are consistent with a role for pBDZR in HE and may stimulate studies of endogenous modulators and pharmacological agents for these receptors in the disease.


Assuntos
Encefalopatia Hepática/metabolismo , Isoquinolinas/metabolismo , Cirrose Hepática/metabolismo , Linfócitos/metabolismo , Receptores de GABA-A/metabolismo , Adulto , Idoso , Biomarcadores , Feminino , Encefalopatia Hepática/etiologia , Humanos , Cirrose Hepática/complicações , Masculino , Pessoa de Meia-Idade , N-Metilescopolamina , Parassimpatolíticos/metabolismo , Derivados da Escopolamina/metabolismo
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