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1.
Int J Mol Med ; 54(1)2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38757359

RESUMO

Following the publication of the above paper, it has been drawn to the Editors' attention by a concerned reader that certain of the lumen formation assay data shown in Fig. 5A on p. 112 were strikingly similar to data appearing in different form in another article written by different authors at different research institute, which had already been published in the journal Biomedicine & Pharmacotherapy prior to the submission of this paper to International Journal of Molecular Medicine, and which has also subsequently been retracted. In view of the fact that the contentious data had already apparently been published previously, the Editor of International Journal of Molecular Medicine has decided that this paper should be retracted from the Journal. After having been in contact with the authors, they agreed with the decision to retract the paper. The Editor apologizes to the readership for any inconvenience caused. [International Journal of Molecular Medicine 44: 103­114, 2019; DOI: 10.3892/ijmm.2019.4183].

2.
Anal Methods ; 16(4): 608-614, 2024 Jan 25.
Artigo em Inglês | MEDLINE | ID: mdl-38197306

RESUMO

This study focused on creating a SERS composite particle specifically designed for detecting malachite green. We synthesized silver nano-dendritic structures on p-type porous silicon using an external electric field, separating them from the silicon wafer. Ultrasonic crushing yielded irregular silver nanodendrite-modified porous silicon composite particles. Upon being tested in an aqueous solution of malachite green, these composite particles demonstrated significant surface-enhanced Raman scattering effects. Our findings highlight the exceptional performance of the SERS substrate composed of porous silicon and irregular silver nano-dendritic particles. It exhibited high sensitivity, specificity, consistent signal strength, and reliability in detecting trace amounts of malachite green in water. Under ideal conditions, the substrate could detect malachite green at concentrations as low as 10-8 M. Moreover, its swift response to trace amounts of malachite green in fish underscores its potential as an effective Raman detector.

3.
Redox Biol ; 63: 102713, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37120931

RESUMO

Glaucoma is the leading cause of blindness worldwide. However, our insufficient understanding of the pathogenesis of glaucoma has limited the development of effective treatments. Because recent research has highlighted the importance of non-coding RNAs (ncRNAs) in various diseases, we investigated their roles in glaucoma. Specifically, we detected expression changes of ncRNAs in cell and animal models of acute glaucoma. Further analysis revealed that the Ier2/miR-1839/TSPO axis was critical to cell loss and retinal damage. The knockdown of Ier2, the overexpression of miR-1839, and the silencing of TSPO effectively prevented retinal damage and cell loss. Furthermore, we found that the Ier2/miR-1839/TSPO axis regulated the pyroptosis and apoptosis of retinal neurons through the NLRP3/caspase1/GSDMD, cleaved-caspase3 pathways. In addition to high expression in the retina, TSPO expression was found to be significantly higher in the dorsal lateral geniculate nucleus (DLG) of the brain in the pathologically high intraocular pressure (ph-IOP) rat model, as well as in the peripheral blood mononuclear cells (PBMCs) of glaucoma patients with high IOP. These results indicate that TSPO, which is regulated by Ier2/miR-1839, plays an important role in the pathogenesis of glaucoma, and this study provides a theoretical basis and a new target for the diagnosis and treatment of glaucoma.


Assuntos
Glaucoma , MicroRNAs , Neurônios Retinianos , Ratos , Animais , Células Ganglionares da Retina/metabolismo , Piroptose/genética , Leucócitos Mononucleares/metabolismo , Glaucoma/genética , Retina/metabolismo , Apoptose/genética , Proteínas de Transporte/metabolismo , Neurônios Retinianos/metabolismo , Neurônios Retinianos/patologia , MicroRNAs/genética , MicroRNAs/metabolismo , Modelos Animais de Doenças
4.
Lancet Gastroenterol Hepatol ; 8(5): 432-445, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36931287

RESUMO

BACKGROUND: Oesophageal squamous cell carcinoma and adenocarcinoma of the oesophagogastric junction have a dismal prognosis, and early detection is key to reduce mortality. However, early detection depends on upper gastrointestinal endoscopy, which is not feasible to implement at a population level. We aimed to develop and validate a fully automated machine learning-based prediction tool integrating a minimally invasive sponge cytology test and epidemiological risk factors for screening of oesophageal squamous cell carcinoma and adenocarcinoma of the oesophagogastric junction before endoscopy. METHODS: For this multicohort prospective study, we enrolled participants aged 40-75 years undergoing upper gastrointestinal endoscopy screening at 39 tertiary or secondary hospitals in China for model training and testing, and included community-based screening participants for further validation. All participants underwent questionnaire surveys, sponge cytology testing, and endoscopy in a sequential manner. We trained machine learning models to predict a composite outcome of high-grade lesions, defined as histology-confirmed high-grade intraepithelial neoplasia and carcinoma of the oesophagus and oesophagogastric junction. The predictive features included 105 cytological and 15 epidemiological features. Model performance was primarily measured with the area under the receiver operating characteristic curve (AUROC) and average precision. The performance measures for cytologists with AI assistance was also assessed. FINDINGS: Between Jan 1, 2021, and June 30, 2022, 17 498 eligible participants were involved in model training and validation. In the testing set, the AUROC of the final model was 0·960 (95% CI 0·937 to 0·977) and the average precision was 0·482 (0·470 to 0·494). The model achieved similar performance to consensus of cytologists with AI assistance (AUROC 0·955 [95% CI 0·933 to 0·975]; p=0·749; difference 0·005, 95% CI, -0·011 to 0·020). If the model-defined moderate-risk and high-risk groups were referred for endoscopy, the sensitivity was 94·5% (95% CI 88·8 to 97·5), specificity was 91·9% (91·2 to 92·5), and the predictive positive value was 18·4% (15·6 to 21·6), and 90·3% of endoscopies could be avoided. Further validation in community-based screening showed that the AUROC of the model was 0·964 (95% CI 0·920 to 0·990), and 92·8% of endoscopies could be avoided after risk stratification. INTERPRETATION: We developed a prediction tool with favourable performance for screening of oesophageal squamous cell carcinoma and adenocarcinoma of the oesophagogastric junction. This approach could prevent the need for endoscopy screening in many low-risk individuals and ensure resource optimisation by prioritising high-risk individuals. FUNDING: Science and Technology Commission of Shanghai Municipality.


Assuntos
Adenocarcinoma , Neoplasias Esofágicas , Carcinoma de Células Escamosas do Esôfago , Humanos , Carcinoma de Células Escamosas do Esôfago/diagnóstico , Carcinoma de Células Escamosas do Esôfago/epidemiologia , Estudos Prospectivos , China/epidemiologia , Adenocarcinoma/diagnóstico , Adenocarcinoma/epidemiologia , Adenocarcinoma/patologia , Junção Esofagogástrica/patologia , Aprendizado de Máquina , Neoplasias Esofágicas/diagnóstico , Neoplasias Esofágicas/epidemiologia
5.
Polymers (Basel) ; 15(5)2023 Feb 24.
Artigo em Inglês | MEDLINE | ID: mdl-36904381

RESUMO

Silicone rubber insulation material is widely used for the external insulation of power systems. During the continuous service of a power grid, it will be seriously aged due to the influence of high voltage electric fields and harsh climate environments, which will reduce its insulation performance and service life and cause transmission line failure. How to evaluate the aging performance of silicone rubber insulation materials scientifically and accurately is a hot and difficult issue in the industry. Starting from the composite insulator, which is the most widely used insulating device of silicone rubber insulation materials, this paper expounds the aging mechanism of silicone rubber materials, analyzes the applicability and effectiveness of various existing aging tests and evaluation methods, especially discusses the magnetic resonance detection methods emerging in recent years, and finally summarizes the characterization and evaluation technology of the aging state of silicone rubber insulation materials.

6.
Redox Biol ; 62: 102687, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-36989574

RESUMO

Glaucoma is a common neurodegenerative disease characterized by progressive retinal ganglion cell (RGC) loss and visual field defects. Pathologically high intraocular pressure (ph-IOP) is an important risk factor for glaucoma, and it triggers molecularly distinct cascades that control RGC death and axonal degeneration. Dynamin-related protein 1 (Drp1)-mediated abnormalities in mitochondrial dynamics are involved in glaucoma pathogenesis; however, little is known about the precise pathways that regulate RGC injury and death. Here, we aimed to investigate the role of the ERK1/2-Drp1-reactive oxygen species (ROS) axis in RGC death and the relationship between Drp1-mediated mitochondrial dynamics and PANoptosis in ph-IOP injury. Our results suggest that inhibiting the ERK1/2-Drp1-ROS pathway is a potential therapeutic strategy for treating ph-IOP-induced injuries. Furthermore, inhibiting Drp1 can regulate RGC PANoptosis by modulating caspase3-dependent, nucleotide-binding oligomerization domain-like receptor-containing pyrin domain 3(NLRP3)-dependent, and receptor-interacting protein (RIP)-dependent pathways in the ph-IOP model. Overall, our findings provide new insights into possible protective interventions that could regulate mitochondrial dynamics to improve RGC survival.


Assuntos
Glaucoma , Doenças Neurodegenerativas , Humanos , Animais , Células Ganglionares da Retina/metabolismo , Pressão Intraocular , Doenças Neurodegenerativas/metabolismo , Espécies Reativas de Oxigênio/metabolismo , Glaucoma/genética , Glaucoma/tratamento farmacológico , Dinaminas/genética , Dinaminas/metabolismo , Mitocôndrias/metabolismo , Modelos Animais de Doenças
7.
Front Endocrinol (Lausanne) ; 14: 1087442, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36923213

RESUMO

Introduction: In recent years, the biological functions and important roles of long non-coding RNAs (lncRNAs) have been widely reported in many diseases. Although glaucoma is the leading cause of blindness worldwide, the specific mechanisms of lncRNAs in the pathogenesis and progression of glaucoma remain unclear. Our research aims to elucidate the differentially expressed lncRNAs and mRNAs in glaucoma and to provide a basis for further exploration of the specific mechanism of action of lncRNAs in the progression of glaucoma. Methods: We performed RNA sequencing on samples from a pressurized model of R28 cells and performed bioinformatics analyses on the sequencing results. The expression consistency of lncRNAs in clinical samples from patients with glaucoma or cataracts was detected using real-time quantitative polymerase chain reaction (RT-qPCR). Results: RNA sequencing results showed that lncRNAs in cluster 5 were upregulated with increasing stress after typing all significantly altered lncRNAs using k-means in a cellular stress model. KEGG analysis indicated that they were associated with neurodegenerative diseases. Differentially expressed lncRNAs were verified by RT-qPCR, and the lncRNA expression levels of AC120246.2 and XLOC_006247 were significantly higher in the aqueous humor (AH) of patients with glaucoma than in those with cataracts. For LOC102551819, there was almost no expression in the AH and trabecular meshwork in patients with glaucoma but high expression was observed in the iris. Conclusion: Our research proposes potential diagnostic or intervention targets for clinical applications as well as a theoretical basis for more in-depth research on the function of lncRNAs in glaucoma.


Assuntos
Catarata , Glaucoma , RNA Longo não Codificante , Humanos , Perfilação da Expressão Gênica , RNA Longo não Codificante/genética , RNA Longo não Codificante/metabolismo , Redes Reguladoras de Genes , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Glaucoma/genética , Catarata/genética
8.
J Med Virol ; 95(2): e28554, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36738232

RESUMO

Lung cancer is a fatal disease with the highest worldwide morbidity and mortality rates. Despite recent advances in targeted therapy and immune checkpoint inhibitors for cancer, their efficacy remained limited. Therefore, we designed a Newcastle disease virus (NDV)-modified tumor whole-cell vaccine as a therapeutic vaccine and identified its antigen presentation level to develop effective immunotherapy. Then, we calculated the therapeutic and immune-stimulating effects of NDV-modified lung cancer cell vaccine and intratumoral NDV injection combination on tumor-bearing mice. The results showed that the immunogenic cell death (ICD) expression in NDV-modified lung cancer cell vaccine stimulates dendritic cell maturation and T cell activation in vivo and in vitro. Moreover, NDV-modified lung cancer cell vaccine combined with intratumoral NDV injection could significantly inhibit tumor growth and enhance the differentiation of Th1 cells and Inflammatory cell infiltration in vivo, leading to an excellent immunotherapeutic effect. Therefore, our results revealed that NDV-modified lung cancer cell vaccine combined with intratumoral NDV injection could promote antigen presentation and induce a strong antitumor immune response, which provided a promising combined therapy strategy for tumor immunotherapy.


Assuntos
Vacinas Anticâncer , Neoplasias Pulmonares , Animais , Camundongos , Vírus da Doença de Newcastle , Imunoterapia/métodos , Vacinas Anticâncer/metabolismo , Imunidade
9.
ACS Nano ; 16(12): 21225-21239, 2022 12 27.
Artigo em Inglês | MEDLINE | ID: mdl-36487191

RESUMO

Glaucoma is the leading cause of irreversible blindness worldwide, characterized by progressive vision loss due to the selective damage to retinal ganglion cells (RGCs) and their axons. Oxidative stress is generally believed as one key factor of RGCs death. Recently, necroptosis was identified to play a key role in glaucomatous injury. Therefore, depletion of reactive oxygen species (ROS) and inhibition of necroptosis in RGCs has become one of treatment strategies for glaucoma. However, existing drugs without efficient drug enter into the retina and have controlled release due to a short drug retention. Herein, we designed a glaucomatous microenvironment-responsive drug carrier polymer, which is characterized by the presence of thioketal bonds and 1,4-dithiane unit in the main chain for depleting ROS as well as the pendant cholesterols for targeting cell membranes. This polymer was adopted to encapsulate an inhibitor of necroptosis, necrostatin-1, into nanoparticles (designated as NP1). NP1 with superior biosafety could scavenge ROS in RGCs both in vitro and in vivo of an acute pathological glaucomatous injury model. Further, NP1 was found to effectively inhibit the upregulation of the necroptosis pathway, reducing the death of RGCs. The findings in this study exemplified the use of nanomaterials as potential strategies to treat glaucoma.


Assuntos
Glaucoma , Animais , Espécies Reativas de Oxigênio/metabolismo , Glaucoma/tratamento farmacológico , Membrana Celular/metabolismo , Modelos Animais de Doenças
10.
Exp Eye Res ; 225: 109271, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-36195208

RESUMO

There are many theories surrounding the pathogenesis of glaucoma, and glutamate excitatory toxicity has been suggested to play an important role. Some studies have shown that glutamate excitatory toxicity is associated with mitochondrial dynamics; however, the relationship between glutamate excitatory toxicity and mitochondrial dynamics in the pathogenesis of glaucoma remains unclear. In this study, the glutamate transporter inhibitor, threohydroxyaspartate, was used to simulate the glutamate excitatory toxicity cell model of rat retinal neurons in vitro, and the changes in the level of proteins related to mitochondrial dynamics, mitochondrial morphology, and length of neuronal axons were measured. We found that in the glutamate excitotoxicity model, retinal neurons can promote mitochondrial fusion by reducing the phosphorylation of ERK1/2 and its downstream protein DRP1 S585, and enhance its ability to resist the excitotoxicity of glutamate. At the same time, the DRP1-specific inhibitor, Mdivi-1, could promote the mitochondrial fusion of retinal neurons.


Assuntos
Glaucoma , Neurônios Retinianos , Animais , Ratos , Dinâmica Mitocondrial , Ácido Glutâmico/toxicidade , Ácido Glutâmico/metabolismo , Dinaminas/metabolismo , Sistema de Sinalização das MAP Quinases , Glaucoma/patologia , Neurônios Retinianos/metabolismo
11.
Brain Commun ; 4(5): fcac199, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36072646

RESUMO

The role of astrogliosis in the pathology of brain aging and neurodegenerative diseases has recently drawn great attention. Imidazoline-2 binding sites represent a possible target to map the distribution of reactive astrocytes. In this study, we use 11C-BU99008, an imidazoline-2 binding sites-specific PET radioligand, to image reactive astrocytes in vivo in healthy controls and patients with established Parkinson's disease dementia. Eighteen healthy controls (age: 45-78 years) and six patients with Parkinson's disease dementia (age: 64-77 years) had one 11C-BU99008 PET-CT scan with arterial input function. All subjects underwent one 3 T MRI brain scan to facilitate the analysis of the PET data and to capture individual cerebral atrophy. Regional 11C-BU99008 volumes of distribution were calculated for each subject by the two-tissue compartmental modelling. Positive correlations between 11C-BU99008 volumes of distribution values and age were found for all tested regions across the brain within healthy controls (P < 0.05); furthermore, multiple regression indicated that aging affects 11C-BU99008 volumes of distribution values in a region-specific manner. Independent samples t-test indicated that there was no significant group difference in 11C-BU99008 volumes of distribution values between Parkinson's disease dementia (n = 6; mean age = 71.97 ± 4.66 years) and older healthy controls (n = 9; mean age = 71.90 ± 5.51 years). Our data set shows that astrogliosis is common with aging in a region-specific manner. However, in this set-up, 11C-BU99008 PET cannot differentiate patients with Parkinson's disease dementia from healthy controls of similar age.

12.
Comput Math Methods Med ; 2022: 1272729, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35669369

RESUMO

The loss of nuclear factor I (NFI) function can lead to defects in Muller's glial differentiation, abnormalities of retinal morphology, and changes in retinal neurons numbers, which are highly involved in diabetic retinopathy (DR). In this study, we addressed the roles of NFIA and NFIB gene expression in the development of DR by using diabetes mellitus (DM) rat models. Retinal histologies were examined, and the expression of NFIA and NFIB at mRNA and protein levels was detected. The results showed that retinal edema and disordered cell arrangement frequently occurred in DR rats. The expressions of NFIA and NFIB in retinal tissue were significantly decreased in DM rats with DR complications. After further inhibiting the expression of NFIA gene in DM rats by using RNA-silencing, majority of DM rats occurred retinopathy and lens fibrosis, which indicated the relationship between decreased expression of NFI and occurrence of retinopathy in DM.


Assuntos
Diabetes Mellitus , Retinopatia Diabética , Animais , Retinopatia Diabética/genética , Humanos , Fatores de Transcrição NFI/genética , Fatores de Transcrição NFI/metabolismo , Ratos , Retina
13.
Ann N Y Acad Sci ; 1508(1): 78-91, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-34741555

RESUMO

With the widespread popularity of electronic products and the diversification of lighting equipment, ocular photochemical damage caused by light has attracted research attention. Although such equipment mainly cause damage to the retina, the specific pathogenesis has not been systematically elucidated. Thus, the goal of this study was to explore the relationship between mitochondrial dysfunction and the activation of the NOD-like receptor protein 3 (NLRP3) inflammasome in retinal cell death caused by light damage. We used a white light-emitting diode source to establish a mouse model of retinal light damage and observed significant changes of retinal structure and an impairment of visual function. Further experiments revealed that dynamin-related protein 1 (Drp1)-mediated excessive mitochondrial fission induced overproduction of reactive oxygen species in the retinal cells, leading to apoptosis, activation of microglia, and formation of the NLRP3 inflammasome. This, in turn, triggered a series of inflammatory cascade reactions, leading to pyroptosis. We also carried out red light and Drp1 inhibitor treatment and found that retinal damage and the decline in visual function caused by white light could be partially ameliorated. In conclusion, this study clarified the association between mitochondrial dynamics and the NLRP3 inflammasome in retinal light damage and provides opportunities for therapeutic intervention.


Assuntos
Inflamassomos/metabolismo , Luz/efeitos adversos , Mitocôndrias/metabolismo , Dinâmica Mitocondrial , Proteína 3 que Contém Domínio de Pirina da Família NLR/metabolismo , Retina/lesões , Retina/metabolismo , Animais , Masculino , Camundongos , Camundongos Endogâmicos BALB C , Mitocôndrias/patologia , Retina/patologia
14.
Dev Comp Immunol ; 129: 104332, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-34910945

RESUMO

Zebrafish Fish-egg lectin (zFEL) has been identified and proved to be a maternal factor with antibacterial and opsonic ability in fishes. In this study, we found that zFEL was capable of enhancing the phagocytosis of the bacteria by macrophages of mouse (RAW264.7 and mouse peritoneal macrophages), suggesting a cross-species function of zFEL in higher animals. Further studies showed that zFEL can active the antigen presentation ability by up-regulating the expression of CD80, CD86 and MHC II. Meanwhile, zFEL also promoted the polarization of macrophages to M1-type, which was confirmed by the increase of cytokines TNF-α and IL-6. The expression of p38 gene was up-regulated in macrophages preincubated with zFEL. Taken together, zFEL appears opsonic function in mammal macrophages and has potential application in immunomodulation.


Assuntos
Lectinas/metabolismo , Animais , Antígeno B7-1 , Citocinas/metabolismo , Macrófagos/imunologia , Camundongos , Fagocitose , Fator de Necrose Tumoral alfa/metabolismo , Peixe-Zebra/imunologia
15.
Front Aging Neurosci ; 13: 643685, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33889083

RESUMO

The death of retinal ganglion cells (RGCs) is a key factor in the pathophysiology of all types of glaucoma, but the mechanism of pathogenesis of glaucoma remains unclear. RGCs are a group of central nervous system (CNS) neurons whose soma are in the inner retina. The axons of RGCs form the optic nerve and converge at the optic chiasma; from there, they project to the visual cortex via the lateral geniculate nucleus (LGN). In recent years, there has been increasing interest in the dysfunction and death of CNS and retinal neurons caused by transneuronal degeneration of RGCs, and the view that glaucoma is a widespread neurodegenerative disease involving CNS damage appears more and more frequently in the literature. In this review, we summarize the current knowledge of LGN and visual cortex neuron damage in glaucoma and possible mechanisms behind the damage. This review presents an updated and expanded view of neuronal damage in glaucoma, and reveals new and potential targets for neuroprotection and treatment.

16.
Wiley Interdiscip Rev RNA ; 12(5): e1652, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-33754496

RESUMO

Single-cell RNA sequencing (scRNA-seq) is a technology for single-cell transcriptome analysis that can be used to characterize complex dynamics of various retinal cell types. It provides deep scrutiny into the gene expression character of diverse cell types, lending insight into all the biological processes being carried out. The scRNA-seq is an alternative to regular RNA-seq, which does not achieve cellular heterogeneity. The retina, is a part of the central nervous system (CNS) and consists of six types of neurons and several types of glial cells. Studying retinal cell heterogeneity is important for understanding retinal diseases. Currently, scRNA-seq is employed to assess retina development and retinal disease pathogenesis and has improved our understanding of the relationship between the retina, its visual pathways, and the brain. Moreover, this technology provides new ideas on the sensitivity and molecular mechanisms of cell subtypes involved in retinal-related diseases. The application of scRNA-seq technology has given us a deeper understanding of the latest advancements and challenges in retinal development and diseases. We advocate scRNA-seq as one of the important tools for developing novel therapies for retinal diseases. This article is categorized under: RNA Methods > RNA Analyses in Cells RNA in Disease and Development > RNA in Development RNA in Disease and Development > RNA in Disease.


Assuntos
Retina , Análise de Célula Única , Perfilação da Expressão Gênica , RNA/genética , Análise de Sequência de RNA , Transcriptoma
17.
PLoS One ; 16(3): e0246905, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33647055

RESUMO

Rolling bearing fault diagnosis is one of the challenging tasks and hot research topics in the condition monitoring and fault diagnosis of rotating machinery. However, in practical engineering applications, the working conditions of rotating machinery are various, and it is difficult to extract the effective features of early fault due to the vibration signal accompanied by high background noise pollution, and there are only a small number of fault samples for fault diagnosis, which leads to the significant decline of diagnostic performance. In order to solve above problems, by combining Auxiliary Classifier Generative Adversarial Network (ACGAN) and Stacked Denoising Auto Encoder (SDAE), a novel method is proposed for fault diagnosis. Among them, during the process of training the ACGAN-SDAE, the generator and discriminator are alternately optimized through the adversarial learning mechanism, which makes the model have significant diagnostic accuracy and generalization ability. The experimental results show that our proposed ACGAN-SDAE can maintain a high diagnosis accuracy under small fault samples, and have the best adaptation performance across different load domains and better anti-noise performance.


Assuntos
Análise de Falha de Equipamento/métodos , Redes Neurais de Computação , Rotação
18.
Sci Total Environ ; 758: 143324, 2021 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-33321359

RESUMO

China is currently facing huge challenges in mitigating water shortages and protecting water bodies. The inferior wastewater treatment of the country has become the main barrier impeding regional water pollution control and sustainable economic development. Therefore, creating an overview of the current performance and weaknesses of city-level wastewater treatment is crucial and beneficial for exploring the driving factors for improvement. This study employed the slack-based measure and improved Luenberger productivity indicator decomposition method to investigate wastewater treatment performance in Chinese cities from static and dynamic perspectives. Results showed that pollutants were the main factors leading to wastewater treatment inefficiency. The total factor productivity of wastewater treatment (WTFP) of Chinese cities demonstrated an increasing trend from a temporal perspective and distinct spatial heterogeneity. An in-depth decomposition revealed that the most influential factor leading to WTFP growth was efficiency improvement rather than technical progress, pollutants discharge reduction rather than intensification of inputs. Given the varied types of cities, corresponding optimal and differentiated strategies, including source-oriented controls and end-of-pipe-led regulations, were provided to improve the overall performance of wastewater treatment. The findings of this study can help decision makers design specific policies for wastewater governance, which would be beneficial for achieving the green and high-quality development targets.

19.
J Neurol ; 268(2): 582-589, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-32880071

RESUMO

Asymmetry of striatal dopaminergic deficits and motor symptoms is a typical characteristic of idiopathic Parkinson's disease (PD). This study aims to characterise the trend of asymmetry in moderate-stage PD. We performed a 19-month longitudinal study in 27 patients with PET-CT imaging and appropriate clinical assessments. 11C-PE2I non-displaceable binding potential (BPND) was calculated bilaterally for the striatum at baseline and follow-up to estimate the in vivo density of striatal dopamine transporters (DAT). Changes in striatal 11C-PE2I BPND over time were more prominent in the ipsilateral as compared to contralateral side. Changes in MDS-UPDRS-III (motor component of the Movement Disorders Society Unified PD Rating Scale) were not different between the clinically most and least affected body sides. Our data support that the asymmetry in striatal dopaminergic degeneration becomes less prominent in moderate-stage PD. In contrast, during the above period, the asymmetry of motor symptoms was maintained between the clinically most and least affected body sides.


Assuntos
Doença de Parkinson , Proteínas da Membrana Plasmática de Transporte de Dopamina , Humanos , Estudos Longitudinais , Doença de Parkinson/diagnóstico por imagem , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada , Tomografia por Emissão de Pósitrons
20.
Neurobiol Aging ; 95: 264-270, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32905922

RESUMO

Parkinson's disease (PD) is increasingly thought to be associated with glial pathology. Recently, research in neurodegenerative disorders has applied a greater focus to better understanding the role of astrocytes in the disease pathophysiology. In this article, we review results from the latest preclinical and clinical work, including functional imaging studies on astrocytes in PD and highlight key molecules that may prove valuable as biomarkers. We discuss how astrocytes may contribute to the initiation and progression of PD. We additionally present trials of investigational medicinal products and the current background for the design of future clinical trials.


Assuntos
Astrócitos/metabolismo , Astrócitos/fisiologia , Doença de Parkinson/etiologia , Doença de Parkinson/patologia , Envelhecimento , Antioxidantes/metabolismo , Antioxidantes/uso terapêutico , Astrócitos/patologia , Agonistas Colinérgicos/uso terapêutico , Progressão da Doença , Gliose , Glutationa/metabolismo , Glutationa/uso terapêutico , Humanos , Fatores de Crescimento Neural/metabolismo , Fatores de Crescimento Neural/uso terapêutico , Nicotina/uso terapêutico , Doença de Parkinson/diagnóstico por imagem , Doença de Parkinson/tratamento farmacológico , Antagonistas Purinérgicos/metabolismo , Antagonistas Purinérgicos/uso terapêutico , Fatores de Risco , alfa-Sinucleína/metabolismo
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