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1.
Appl Nurs Res ; 61: 151481, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34544574

RESUMO

AIM: To examine the mediating role of distributive justice on the relation between occupational stress and turnover intention, and the regional role in moderating the relationship between distributive justice and turnover intention. BACKGROUND: Turnover intention is an effective indicator of job departure and has been widely studied. Identification of methods to reduce turnover intention among nurses is a focus of the new round of medical and health system reform in China and in the realization of the "Healthy China 2030" policy. However, few studies have examined the present situation of Chinese nurse's turnover intention and corresponding influencing factors. METHODS: Data were collected on-site by using questionnaires designed by anonymous researchers. A total of 718 effective questionnaires were allocated from representative public hospitals. Data were collected for the "Challenge and Hindrance-Related Self-Reported Stress Scale", "Distributive Justice Scale" and "Turnover Intention Scale". RESULTS: Challenge stress was significantly inversely correlated with turnover intention, while hindrance stress was significantly positively correlated with turnover intention. Moreover, there was a significant inverse correlation between the two types of occupational stress and distributive justice and an inverse correlation between distributive justice and turnover intention. Regional role had a moderating effect on the correlation between distributive justice and turnover intention. CONCLUSIONS: Chinese nurses' turnover intention is directly or indirectly influenced by occupational stress and distributive justice. Managers should set reasonable goals to cope with challenging stress. Proper intervention measures should be designed such as reducing barrier pressure, increasing remuneration, and promoting the matching between workload and job value to reduce the turnover intention. Finally, balancing the treatment towards nurses in different regions may help achieve relative fairness.


Assuntos
Enfermeiras e Enfermeiros , Recursos Humanos de Enfermagem Hospitalar , Estresse Ocupacional , China , Estudos Transversais , Hospitais Públicos , Humanos , Intenção , Satisfação no Emprego , Reorganização de Recursos Humanos , Justiça Social , Inquéritos e Questionários
2.
Blood Purif ; 48(1): 76-85, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31030200

RESUMO

BACKGROUND: Despite the progression of dialysis techniques,  the mortality of hemodialysis (HD) patients is still high in China. Here, a retrospective study was performed to investigate the neglected risk factors of all-cause mortality during maintenance HD (MHD). METHODS: We investigated 117 MHD patients who died between 2011 and 2016 in the Second Xiangya Hospital of Central South University HD center. In order to analyze the risk factors of 48 months all-cause death, the methods of Kaplan-Meier and Cox regression were used. RESULTS: Multivariate analyses of adjusted age and gender showed that MHD patients with estimated glomerular filtration rate <7 or >10 mL/min/1.73 m2 and anemia (hemoglobin <100 g/L) at the initiation of dialysis are independently associated with the higher death risk. Using central venous catheter vascular access, cerebrovascular comorbidities, diabetes, low-flux dialyzer, and dialysis frequency ≤2 times weekly were also the independent risk factors of death within 48 months. CONCLUSIONS: This study indicated that the status of HD initiation is a risk factor of long-term survival in MHD patients, which were usually ignored for lacking of nephrology care prior and could potentially be identified and modified to improve the survival prognosis. Video Journal Club "Cappuccino with Claudio Ronco" at  https://www.karger.com/Journal/ArticleNews/223997?sponsor=52.


Assuntos
Causas de Morte , Falência Renal Crônica/mortalidade , Falência Renal Crônica/terapia , Diálise Renal , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Biomarcadores , Feminino , Humanos , Estimativa de Kaplan-Meier , Falência Renal Crônica/diagnóstico , Falência Renal Crônica/epidemiologia , Masculino , Pessoa de Meia-Idade , Modelos de Riscos Proporcionais , Diálise Renal/efeitos adversos , Diálise Renal/métodos , Análise de Sobrevida , Adulto Jovem
3.
Kidney Blood Press Res ; 43(6): 1852-1864, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30537719

RESUMO

BACKGROUND/AIMS: There is an increasing risk of end-stage renal disease (ESRD) among Asian people with immunoglobulin A nephropathy (IgAN). A computer-aided system for ESRD prediction in Asian IgAN patients has not been well studied. METHODS: We retrospectively reviewed biopsy-proven IgAN patients treated at the Department of Nephrology of the Second Xiangya Hospital from January 2009 to November 2013. Demographic and clinicopathological data were obtained within 1 month of renal biopsy. A random forest (RF) model was employed to predict the ESRD status in IgAN patients. All cases were initially trained and validated, taking advantage of the out-of-bagging(OOB) error. Predictors used in the model were selected according to the Gini impurity index in the RF model and verified by logistic regression analysis. The area under the receiver operating characteristic(ROC) curve (AUC) and F-measure were used to evaluate the RF model. RESULTS: A total of 262 IgAN patients were enrolled in this study with a median follow-up time of 4.66 years. The importance rankings of predictors of ESRD in the RF model were first obtained, indicating some of the most important predictors. Logistic regression also showed that these factors were statistically associated with ESRD status. We first trained an initial RF model using gender, age, hypertension, serum creatinine, 24-hour proteinuria and histological grading suggested by the Clinical Decision Support System for IgAN (CDSS, www.IgAN.net). This 6-predictor model achieved a F-measure of 0.8 and an AUC of 92.57%. By adding Oxford-MEST scores, this model outperformed the initial model with an improved AUC (96.1%) and F-measure (0.823). When C3 staining was incorporated, the AUC was 97.29% and F-measure increased to 0.83. Adding the estimated glomerular filtration rate (eGFR) improved the AUC to 95.45%. We also observed improved performance of the model with additional inputs of blood urea nitrogen (BUN), uric acid, hemoglobin and albumin. CONCLUSION: In addition to the predictors in the CDSS, Oxford-MEST scores, C3 staining and eGFR conveyed additional information for ESRD prediction in Chinese IgAN patients using a RF model.


Assuntos
Árvores de Decisões , Glomerulonefrite por IGA/complicações , Falência Renal Crônica/etiologia , Adulto , Área Sob a Curva , Povo Asiático , Feminino , Humanos , Falência Renal Crônica/diagnóstico , Masculino , Valor Preditivo dos Testes , Prognóstico , Fatores de Risco , Aprendizado de Máquina Supervisionado , Adulto Jovem
4.
Cell Immunol ; 316: 53-60, 2017 06.
Artigo em Inglês | MEDLINE | ID: mdl-28433199

RESUMO

Acute kidney injury (AKI) is an increasingly common disorder that is strongly linked to short- and long-term morbidity and mortality. During AKI process, macrophages, one of the important immune response cells, can polarize into M1 and M2 subtype from M0 subtype. It is well-known that M1 macrophages play a pro inflammatory role while M2 macrophages play an anti-inflammatory role. Glycoprotein non-metastatic melanoma protein b (Gpnmb) is a glycosylated transmembrane protein highly expressed in numerous cells, including osteoblasts, dendritic cells and macrophages. Gpnmb serves as a negative regulator of inflammation in macrophages and has a protective effect on injuries. In acute kidney injury, the macrophage has been shown diverse roles depending on different phenotype. This study provided gene expression and protein expression evidence that Gpnmb was highly expressed in M2 macrophages in the damaged areas of kidney after ischemia-reperfusion injury. Then, we successful isolated and culture mouse bone marrow-derived macrophages (BMMφ) and found that Gpnmb showed different expression levels in M0, M1 and M2 BMMφ: lowest in M1, highest in M2. After knocking down Gpnmb with si-Gpnmb, BMMφ M2 polarization and secretion of anti-inflammatory cytokines IL-10 and TGF-ß were inhibited, while M1 polarization and secretion of proinflammatory cytokines IL-1ß and TNF-α were promoted. Moreover, IL-4-STAT6 pathway was involved in the promotion of M2 polarization by Gpnmb. Taken together, Gpnmb may serve as a potential biomarker of AKI and play a protective role against the AKI by modulating the polarization of macrophage.


Assuntos
Proteínas do Olho/biossíntese , Rim , Macrófagos/metabolismo , Glicoproteínas de Membrana/biossíntese , Animais , Biomarcadores , Diferenciação Celular , Células Cultivadas , Citocinas/genética , Citocinas/metabolismo , Proteínas do Olho/genética , Rim/imunologia , Rim/patologia , Ativação de Macrófagos/genética , Macrófagos/imunologia , Macrófagos/patologia , Glicoproteínas de Membrana/genética , Camundongos , Camundongos Endogâmicos C57BL , Traumatismo por Reperfusão/imunologia , Traumatismo por Reperfusão/patologia
5.
Am J Nephrol ; 45(4): 293-300, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28237991

RESUMO

BACKGROUND: IgA nephropathy (IgAN) has been considered to be the most frequent form of primary glomerulonephritis that occurs worldwide with a variety of factors involved in its occurrence and development. The impact of autophagy in IgAN, however, remains partially unclear. This study was designed to investigate the effects of rapamycin in an IgAN model. METHOD: After establishing an IgAN rat model, SD rats were divided into 4 groups: control, control + rapamycin, IgAN, IgAN + rapamycin. Proteinuria and the pathological changes and the level of autophagy of kidney were texted. Identify the expression of phosphorylation and total mammalian target of rapamycin (mTOR) and s6k1 as well as cyclin D1 in the kidney of rats through Western blot and immunohistochemistry. RESULTS: With rapamycin treatment, we observed a significant reduction in the progression of proteinuria as well as alleviation of pathological lesions in IgAN rats. Besides, autophagy was inhibited, while the mTOR/S6k1 pathway was activated and expression of cyclin D1 was increased in IgAN. Rapamycin treatment increased autophagy and decreased the expression of cyclin D1. CONCLUSION: These results may suggest that mTOR-mediated autophagy inhibition may result in mesangial cell proliferation in IgAN.


Assuntos
Autofagia/efeitos dos fármacos , Glomerulonefrite por IGA/tratamento farmacológico , Imunossupressores/uso terapêutico , Células Mesangiais/patologia , Transdução de Sinais/efeitos dos fármacos , Sirolimo/uso terapêutico , Animais , Proliferação de Células/efeitos dos fármacos , Ciclina D1/metabolismo , Modelos Animais de Doenças , Glomerulonefrite por IGA/patologia , Glomerulonefrite por IGA/urina , Humanos , Imuno-Histoquímica , Células Mesangiais/efeitos dos fármacos , Células Mesangiais/ultraestrutura , Microscopia Eletrônica , Proteinúria/tratamento farmacológico , Proteinúria/urina , Ratos , Ratos Sprague-Dawley , Proteínas Quinases S6 Ribossômicas/metabolismo , Serina-Treonina Quinases TOR/metabolismo
6.
Curr Hypertens Rep ; 19(9): 72, 2017 Aug 08.
Artigo em Inglês | MEDLINE | ID: mdl-28791529

RESUMO

Proteinuria and decline of renal function are associated with progression of kidney disease. The Renin Angiotensin Aldosterone System (RAAS) plays an important role in blood pressure regulation, fluid volume, and sodium balance. Overactivity of RAAS contributes to the pathogenesis of a variety of clinical conditions including progress of chronic kidney disease (CKD). This review summarizes the use of RAAS inhibitors as dual therapy or monotherapy in different stages of kidney disease. Experimental and clinical studies have demonstrated RAAS inhibitors prevent proteinuria, kidney fibrosis and slow decline of renal function and thus play a protective role in both early and end stages of kidney disease. While combination use of RAAS inhibitors showed higher efficiency compared with monotherapy, it is also associated with higher incidence of adverse events. Besides ACEI/ARBs, more mechanism research of mineralocorticoid receptor antagonists in kidney disease should be performed.


Assuntos
Antagonistas de Receptores de Angiotensina/farmacologia , Inibidores da Enzima Conversora de Angiotensina/farmacologia , Hipertensão/tratamento farmacológico , Insuficiência Renal Crônica , Sistema Renina-Angiotensina/efeitos dos fármacos , Progressão da Doença , Humanos , Conduta do Tratamento Medicamentoso , Insuficiência Renal Crônica/diagnóstico , Insuficiência Renal Crônica/tratamento farmacológico , Insuficiência Renal Crônica/metabolismo , Insuficiência Renal Crônica/fisiopatologia
7.
Korean J Parasitol ; 55(4): 417-420, 2017 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-28877573

RESUMO

Hookworm infections are rare causes of acute gastrointestinal bleeding. We report a middle aged man with primary nephrotic syndrome and pulmonary embolism. During the treatment with steroids and anticoagulants, the patient presented acute massive hemorrhage of the gastrointestinal tract. The results of gastroscopy showed red worms in the duodenum. Colonoscopy and CT angiogram of abdomen were unremarkable. Capsule endoscopy revealed fresh blood and multiple hookworms in the jejunum and ileum. Hookworms caused the acute intestinal bleeding. The patient responded well to albendazole. Hematochezia was markedly ameliorated after eliminating the parasites. Hence, hookworm infection should be considered in the differential diagnosis of a patient with obscure gastrointestinal bleeding. Capsule endoscopy may offer a better means of diagnosis for intestinal hookworm infections.


Assuntos
Endoscopia por Cápsula , Endoscopia Gastrointestinal , Hemorragia Gastrointestinal/diagnóstico , Hemorragia Gastrointestinal/etiologia , Infecções por Uncinaria/complicações , Doença Aguda , Albendazol/uso terapêutico , Ancylostomatoidea/isolamento & purificação , Animais , Anti-Helmínticos/uso terapêutico , Diagnóstico Diferencial , Duodeno/parasitologia , Infecções por Uncinaria/tratamento farmacológico , Infecções por Uncinaria/parasitologia , Humanos , Íleo/parasitologia , Jejuno/parasitologia , Masculino , Pessoa de Meia-Idade , Resultado do Tratamento
8.
Am J Nephrol ; 43(3): 179-94, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27073891

RESUMO

BACKGROUND: Immunoglobulin (Ig) A nephropathy (IgAN) is the xFB01;nding of immune deposits predominantly containing polymeric IgA in the glomerular mesangium on renal biopsy. Increasing evidence suggested that retinoic acid (RA) signaling selectively induces IgA isotype switching and basic leucine zipper transcription factor, ATF-like (BATF) controls the global regulators of class switch recombination (CSR) in lymphocytes. Great effort has been paid to identify whether impaired immune regulation along the 'mucosa-bone marrow (BM) axis' play an important role in the pathogenesis of IgAN. METHODS: The aim of the study was to investigate the expression of all-trans-RA (ATRA) and BATF, and to identify their impact on IgA CSR in IgAN patients and rat animal models. Blood samples and tonsillar tissue specimens were obtained from 22 patients with IgAN and 24 patients with chronic tonsillitis as control. RESULTS: Immunohistochemical, RT-PCR and western blotting examination revealed that RA signaling and BATF productions are activated in IgAN patients compared with controls. Lipopolysaccharide and α-hemolytic streptococcus stimulation upregulated RA receptor (RAR) and BATF expression, promote IgA CSR and ATRA productions in tonsil mononuclear cells. RAR alpha (RARα) or BATF siRNA decreases IgA expression. We also built IgAN rat models and found that RARα, BATF and activation-induced cytidine deaminase were upregulated in the peripheral blood, spleen and BM. With ATRA (500 µg/kg body weight) treatment for 8 weeks, IgA deposition on glomeruli and mesangial cells proliferation increased. It also revealed that ATRA activated BATF and IgA CSR in vivo. CONCLUSION: These data point toward the role of RA signaling together with BATF in IgA CSR of IgAN, and the data also support the notion that mucosal immunization with neoantigen results in impaired mucosal and systemic IgA responses.


Assuntos
Fatores de Transcrição de Zíper de Leucina Básica/sangue , Glomerulonefrite por IGA/imunologia , Glomerulonefrite por IGA/metabolismo , Tonsila Palatina/metabolismo , Tretinoína/sangue , Adolescente , Adulto , Animais , Medula Óssea/metabolismo , Modelos Animais de Doenças , Feminino , Humanos , Imunoglobulina A/metabolismo , Switching de Imunoglobulina , Glomérulos Renais/metabolismo , Lipopolissacarídeos , Masculino , Células Mesangiais/fisiologia , Pessoa de Meia-Idade , Tonsila Palatina/imunologia , Cultura Primária de Células , Distribuição Aleatória , Ratos Sprague-Dawley , Receptor alfa de Ácido Retinoico/metabolismo , Transdução de Sinais , Baço/metabolismo , Adulto Jovem
9.
Heliyon ; 10(10): e31273, 2024 May 30.
Artigo em Inglês | MEDLINE | ID: mdl-38803928

RESUMO

Invention patents are of great importance to firms, and thus understanding how invention patents are achieved is becoming increasingly important in the literature. Although previous research has shown that both CEO career horizon and CEO power are important for invention patents, little attention has been paid to their potential interactive effect. Investigating their interactive effect would be both theoretically meaningful and practically valuable. Using a sample of firms listed on the A-share market of the Shanghai and Shenzhen stock exchanges from 2010 to 2022, it is found that there is an interactive effect between CEO career horizon and CEO power, and that their interaction has a negative impact on invention patents. Furthermore, the interactive effect varies across different kinds of firms. This paper contributes to the literature on upper echelons theory by highlighting the interactive effects of multiple CEO characteristics on firm innovation.

10.
Front Psychol ; 14: 1287235, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38187429

RESUMO

Introduction: The purpose of this study was to examine the effects of online shopping context cues (price discount, carbon label, and social commentary) on college students' trust/perceived risk and cross-border purchase intention (CBPI) for low-carbon products and compare the study between South Korean and Chinese college students. The theoretical framework is established by integrating the S-O-R model and valence framework. The variable of stimuli (S) is the driving force in the purchase behavior that influences the individual organism (O) and its subsequent response (R). Based on this logic, this study draws on the valence framework to hypothesize the effects of online shopping context cues (price discount, carbon label, and social commentary) on college students' trust/perceived risk and cross-border purchase intention (CBPI) for low-carbon products. Methods: This study conducted two online experiment-questionnaire studies and one between-subject lab experiment to test the hypotheses. Results: We found that all three context cues have significant positive effects on trust and negative effects on perceived risk. College students' trust positively and perceived risk negatively impact college students' CBPI for low-carbon products. In addition, based on different cultures, languages, and education, this study investigates the moderating effect of college students' nationality on their significantly different cue processing modes for low-carbon products. Discussion: The findings provide new insights into better understanding the factors affecting college students' low-carbon consumption behavior in a CBEC setting and have some practical implications.

11.
Ann Med ; 54(1): 941-952, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-35393922

RESUMO

BACKGROUND: Controlling the epidemic spread and establishing the immune barrier in a short time through accurate vaccine demand prediction and optimised vaccine allocation strategy are still urgent problems to be solved under the condition of frequent virus mutations. METHODS: A cross-regional Susceptible-Exposed-Infected-Removed dynamic model was used for scenario simulation to systematically elaborate and compare the effects of different cross-regional vaccine allocation strategies on the future development of the epidemic in regions with different population sizes, prevention and control capabilities, and initial risk levels. Furthermore, the trajectory of the cross-regional vaccine allocation strategy, calculated using a particle swarm optimisation algorithm, was compared with the trajectories of other strategies. RESULTS: By visualising the final effect of the particle swarm optimisation vaccine allocation strategy, this study revealed the important role of prevention and control (including the level of social distancing control, the speed of tracking and isolating exposed and infected individuals, and the initial frequency of mask-wearing) in determining the allocation of vaccine resources. Most importantly, it supported the idea of prioritising control in regions with a large population and low initial risk level, which broke the general view that high initial risk needs to be given priority and proposed that outbreak risk should be firstly considered instead. CONCLUSIONS: This is the first study to use a particle swarm optimisation algorithm to study the cross-regional allocation of COVID-19 vaccines. These data provide a theoretical basis for countries and regions to develop more targeted and sustainable vaccination strategies.KEY MESSAGEThe innovative combination of particle swarm optimisation and cross-regional SEIR model to simulate the pandemic trajectory and predict the vaccine demand helped to speed up and stabilise the construction of the immune barrier, especially faced with new virus mutations.We proposed that priority should be given to regions where it is possible to prevent more infections rather than regions where it is at high initial risk, thus regional outbreak risk should be considered when making vaccine allocation decisions.An optimal health-oriented strategy for vaccine allocation in the COVID-19 pandemic is determined considering both pharmaceutical and non-pharmaceutical policy interventions, including speed of isolation, degree of social distancing control, and frequency of mask-wearing.


Assuntos
COVID-19 , Vacinas , COVID-19/epidemiologia , COVID-19/prevenção & controle , Vacinas contra COVID-19 , Humanos , Modelos Teóricos , Pandemias/prevenção & controle
12.
Comput Methods Programs Biomed ; 226: 107160, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-36191351

RESUMO

Medical image segmentation is a crucial step in the clinical applications for diagnosis and analysis of some diseases. U-Net-based convolution neural networks have achieved impressive performance in medical image segmentation tasks. However, the multi-level contextual information integration capability and the feature extraction ability are often insufficient. In this paper, we present a novel multi-level context fusion network (MCF-Net) to improve the performance of U-Net on various segmentation tasks by designing three modules, hybrid attention-based residual atrous convolution (HARA) module, multi-scale feature memory (MSFM) module, and multi-receptive field fusion (MRFF) module, to fuse multi-scale contextual information. HARA module was proposed to effectively extract multi-receptive field features by combing atrous spatial pyramid pooling and attention mechanism. We further design the MSFM and MRFF modules to fuse features of different levels and effectively extract contextual information. The proposed MCF-Net was evaluated on the ISIC 2018, DRIVE, BUSI, and Kvasir-SEG datasets, which have challenging images of many sizes and widely varying anatomy. The experimental results show that MCF-Net is very competitive with other U-Net models, and it offers tremendous potential as a general-purpose deep learning model for 2D medical image segmentation.


Assuntos
Processamento de Imagem Assistida por Computador , Redes Neurais de Computação , Processamento de Imagem Assistida por Computador/métodos
13.
Redox Biol ; 58: 102525, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-36335764

RESUMO

Oxidative stress is an essential component in the progression of diabetic kidney disease (DKD), and the transcription factor NF-E2-related factor-2 (Nrf2) plays critical roles in protecting the body against oxidative stress. To clarify the roles of Nrf2 in protecting against DKD, in this study we prepared compound mutant mice with diabetes and loss of antioxidative defense. Specifically, we prepared compound Ins2Akita/+ (Akita) and Nrf2 knockout (Akita::Nrf2-/-) or Akita and Nrf2 induction (Akita::Keap1FA/FA) mutant mice. Eighteen-week-old Akita::Nrf2-/- mice showed more severe diabetic symptoms than Akita mice. In the Akita::Nrf2-/- mouse kidneys, the glomeruli showed distended capillary loops, suggesting enhanced mesangiolysis. Distal tubules showed dilation and an increase in 8-hydroxydeoxyguanosine-positive staining. In the Akita::Nrf2-/- mouse kidneys, the expression of glutathione (GSH) synthesis-related genes was decreased, and the actual GSH level was decreased in matrix-assisted laser desorption/ionization mass spectrometry imaging analysis. Akita::Nrf2-/- mice exhibited severe inflammation and enhancement of infiltrated macrophages in the kidney. To further examine the progression of DKD, we compared forty-week-old Akita mouse kidney compounds with Nrf2-knockout or Nrf2 mildly induced (Akita::Keap1FA/FA) mice. Nrf2-knockout Akita (Akita::Nrf2-/-) mice displayed severe medullary cast formation, but the formation was ameliorated in Akita::Keap1FA/FA mice. Moreover, in Akita::Keap1FA/FA mice, tubule injury and inflammation-related gene expression were significantly suppressed, which was evident in Akita::Nrf2-/- mouse kidneys. These results demonstrate that Nrf2 contributes to the protection of the kidneys against DKD by suppressing oxidative stress and inflammation.


Assuntos
Diabetes Mellitus Experimental , Nefropatias Diabéticas , Fator 2 Relacionado a NF-E2 , Animais , Camundongos , Nefropatias Diabéticas/genética , Nefropatias Diabéticas/fisiopatologia , Glutationa/metabolismo , Inflamação/metabolismo , Proteína 1 Associada a ECH Semelhante a Kelch/genética , Proteína 1 Associada a ECH Semelhante a Kelch/metabolismo , Rim/metabolismo , Camundongos Endogâmicos C57BL , Fator 2 Relacionado a NF-E2/genética , Estresse Oxidativo , Diabetes Mellitus Experimental/complicações , Diabetes Mellitus Experimental/fisiopatologia
14.
IEEE Trans Med Imaging ; 41(6): 1482-1496, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-34982679

RESUMO

Medical image segmentation is a crucial step in diagnosis and analysis of diseases for clinical applications. Deep convolutional neural network methods such as DeepLabv3+ have successfully been applied for medical image segmentation, but multi-level features are seldom integrated seamlessly into different attention mechanisms, and few studies have fully explored the interactions between medical image segmentation and classification tasks. Herein, we propose a feature-compression-pyramid network (FCP-Net) guided by game-theoretic interactions with a hybrid loss function (HLF) for the medical image segmentation. The proposed approach consists of segmentation branch, classification branch and interaction branch. In the encoding stage, a new strategy is developed for the segmentation branch by applying three modules, e.g., embedded feature ensemble, dilated spatial mapping and channel attention (DSMCA), and branch layer fusion. These modules allow effective extraction of spatial information, efficient identification of spatial correlation among various features, and fully integration of multi-receptive field features from different branches. In the decoding stage, a DSMCA module and a multi-scale feature fusion module are used to establish multiple skip connections for enhancing fusion features. Classification and interaction branches are introduced to explore the potential benefits of the classification information task to the segmentation task. We further explore the interactions of segmentation and classification branches from a game theoretic view, and design an HLF. Based on this HLF, the segmentation, classification and interaction branches can collaboratively learn and teach each other throughout the training process, thus applying the conjoint information between the segmentation and classification tasks and improving the generalization performance. The proposed model has been evaluated using several datasets, including ISIC2017, ISIC2018, REFUGE, Kvasir-SEG, BUSI, and PH2, and the results prove its competitiveness compared with other state-of-the-art techniques.


Assuntos
Compressão de Dados , Processamento de Imagem Assistida por Computador , Processamento de Imagem Assistida por Computador/métodos , Redes Neurais de Computação
15.
Front Med (Lausanne) ; 9: 834164, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35433764

RESUMO

IgA nephropathy (IgAN) is a common form of primary glomerulonephritis and its main pathological changes are mesangial cell proliferation and matrix expansion. Autophagy inhibition may result in its mesangial cell proliferation and renal lesions. SUMOylation is a eukaryotic-reversible post-translational modification where SUMO is covalently attached to target proteins to regulate their properties. It is largely unclear whether SUMOylation contributes to the pathogenesis of IgAN. This study was designed to investigate the change of protein SUMO1 in mesangial cells of IgAN and its association with autophagy. We found the expression of SUMO1 was upregulated in IgAN, IgA mouse model, and aIgA1-stimulated mesangial cells. In aIgA1-stimulated mesangial cell model, we tested LC3II/I and p62, the autophagy-related proteins suggested the inhibition of autophagy. Inhibited SUMOylation with ginkgolic acid (GA) or silencing SUMO1 could downregulate SUMO1 and SUMO1-p53, promote autophagy, and lessen cell proliferation. In summary, in the mesangial cells stimulated with aIgA1, SUMO1 may contribute to its cell proliferation through inhibited autophagy, and SUMO1-p53 may play a role in this process.

16.
Sci Rep ; 10(1): 18319, 2020 10 27.
Artigo em Inglês | MEDLINE | ID: mdl-33110114

RESUMO

The coronavirus SARS-CoV-2 emerging from Wuhan, China has developed into a global epidemic. Here, we combine both human mobility and non-pharmaceutical interventions (social-distancing and suspected-cases isolation) into SEIR transmission model to understand how coronavirus transmits in a global environment. Dynamic trends of region-specific time-variant reproduction number, social-distancing rate, work-resumption rate, and suspected-cases isolation rate have been estimated and plotted for each region by fitting stochastic transmission processes to the real total confirmed cases reported of each region. We find after shutdown in Wuhan, the reproduction number in Wuhan greatly declined from 6·982 (95% CI 2·558-14·668) on January 23rd, 2020 to 1.130 (95% CI 0.289-3.279) on February 7th, 2020, and there was a higher intervention level in terms of social-distancing and suspected-cases isolation in Wuhan than the Chinese average and Western average, for the period from the shutdown in Wuhan to mid-March. Future epidemic trajectories of Western countries up to October 10th, 2020, have been predicted with 95% confidence intervals. Through the scenario simulation, we discover the benefits of earlier international travel ban and rigorous intervention strategies, and the significance of non-pharmaceutical interventions. From a global perspective, it is vital for each country to control the risks of imported cases, and execute rigorous non-pharmaceutical interventions before successful vaccination development.


Assuntos
Infecções por Coronavirus/epidemiologia , Modelos Estatísticos , Pneumonia Viral/epidemiologia , Número Básico de Reprodução/estatística & dados numéricos , COVID-19 , Infecções por Coronavirus/prevenção & controle , Infecções por Coronavirus/transmissão , Humanos , Pandemias/prevenção & controle , Pneumonia Viral/prevenção & controle , Pneumonia Viral/transmissão , Quarentena/estatística & dados numéricos
17.
Artigo em Inglês | MEDLINE | ID: mdl-32168946

RESUMO

Large cities in China are experiencing severe ambient air pollution. Although China accounts for more than 45% of new cases of nasopharyngeal carcinoma worldwide in 2018, few studies have examined the association between ambient air pollution and the high nasopharyngeal carcinoma (NPC) incidence in China. Thus, we aim to investigate whether exposure to ambient air pollution (including nitrogen dioxide, sulfur dioxide, and PM10) would significantly affect NPC incidence in large Chinese cities. We collected panel data of ten Chinese provincial cities about local NPC incidence, air pollution level, meteorology, and city profiles during 2006 to 2013 to construct a two-way fixed-effects model to explore the association between ambient air pollution and NPC incidence, as well as possible regional and gender differences behind the association. We found that NO2 had the strongest association with NPC incidence, and the relative risks were 2.2995 (95% CI, 1.2567-4.2075) for males and 1.3010 (95% CI, 0.8212-2.0620) for females, respectively. Under cumulative exposure, it was still NO2 that had the strongest association with NPC incidence, with a relative risk of 1.8836 (95% CI, 1.2416-2.8577), compared to 1.0857 (95% CI, 0.9474-1.2450) and 1.0547 (95% CI, 0.8790-1.2663) for SO2 and PM10, respectively. In addition, males were found more sensitive to ambient air pollution than females. We also found that southern Chinese cities were more sensitive to NO2 than northern cities, which might be related to a higher humidity there. Our study reveals that exposure to ambient air pollutants like SO2, PM10, and particularly NO2, is significantly positively associated with NPC incidence in China.


Assuntos
Poluentes Atmosféricos , Poluição do Ar , Carcinoma Nasofaríngeo , Neoplasias Nasofaríngeas , Poluentes Atmosféricos/efeitos adversos , Poluentes Atmosféricos/análise , Poluição do Ar/efeitos adversos , Poluição do Ar/análise , China/epidemiologia , Cidades , Feminino , Humanos , Incidência , Masculino , Carcinoma Nasofaríngeo/epidemiologia , Neoplasias Nasofaríngeas/induzido quimicamente , Neoplasias Nasofaríngeas/epidemiologia , Dióxido de Nitrogênio/análise , Material Particulado/efeitos adversos , Material Particulado/análise , Dióxido de Enxofre/análise , Dióxido de Enxofre/toxicidade
18.
Environ Sci Pollut Res Int ; 27(31): 39274-39282, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-32642903

RESUMO

Epidemiological evidence has suggested that ambient air pollution is an increasingly important risk factor for respiratory diseases without assessing its influence on laryngeal neoplasms incidence in China. We constructed two-way fixed effect models and Poisson regression models to explore the effects of ambient air pollutants including nitrogen dioxide (NO2), sulfur dioxide (SO2), and particulate matter less than or equal to 10 µm in aerodynamic diameter (PM10) on incidence of laryngeal neoplasms in twelve major cities in China over the period 2006-2013. The annual average concentration for PM10, SO2, and NO2 was 107.22 µg/m3, 44.07 µg/m3, and 46.71 µg/m3 with standard deviations of 24.84 µg/m3, 13.68 µg/m3, and 9.19 µg/m3, respectively. We observed that ambient air pollutants were significantly positively correlated with the incidence of laryngeal neoplasms, especially for NO2. The relative risks of overall incidence of laryngeal neoplasms in the current period were 1.20, 1.04, and 1.00 for NO2, SO2, and PM10, with 95% confidence intervals (CIs) of 1.01-1.43, 0.93-1.16, and 0.96-1.05, respectively. Moreover, this deleterious impact was stronger in the male than in the female, likely due to genetic predisposition caused by longer exposure to more serious air pollution for men. Our findings complement the epidemiological evidence of laryngeal neoplasms due to ambient air pollution and reinforce the necessity of policy efforts to control the noxious air pollution emissions.


Assuntos
Poluentes Atmosféricos/efeitos adversos , Poluentes Atmosféricos/análise , Poluição do Ar/efeitos adversos , Poluição do Ar/análise , Neoplasias Laríngeas , China/epidemiologia , Cidades , Exposição Ambiental , Feminino , Humanos , Incidência , Neoplasias Laríngeas/induzido quimicamente , Neoplasias Laríngeas/epidemiologia , Masculino , Dióxido de Nitrogênio/análise , Material Particulado/efeitos adversos , Material Particulado/análise , Dióxido de Enxofre/análise
19.
PeerJ ; 8: e10395, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33344076

RESUMO

BACKGROUND: Immunoglobulin A nephropathy (IgAN) is immune-mediated primary glomerulonephritis, which is the most common reason leading to renal failure worldwide. The exact pathogenesis of IgAN is not well defined. Accumulating evidence indicates that circular RNAs (circRNAs) play crucial roles in the immune disease by involving in the competing endogenous RNA (ceRNA) network mechanism. At present, the studies of the circRNA profiles and circRNA-associated ceRNA networks in the IgAN are still scarce. This study aimed to elucidate the potential roles of circRNA-associated ceRNA networks of peripheral blood mononuclear cells (PBMCs) in IgAN patients. METHOD: CircRNA sequencing was used to identify the differential expressed circRNAs (DEcircRNAs) of PBMCs in IgAN and healthy controls; limma packages from data sets GSE25590 and GSE73953 in the Gene Expression Omnibus (GEO) database, were used to identify differentially expressed micro RNAs (miRNAs) and message RNAs (mRNAs). A circRNA-miRNA-mRNA ceRNA network was constructed to further investigate the mechanisms of IgAN. Then, GO analysis and KEGG enrichment analyses were used to annotate the genes involved in the circRNA-associated ceRNA network. Further, Protein-protein interaction (PPI) networks were established to screen potential hub genes, by using Search Tool for the Retrieval of Interacting Genes/Proteins (STRING). Last, a quantitative real-time polymerase chain reaction (qRT-PCR) was applied to verify the hub genes in the ceRNA network. RESULT: A total of 145 circRNAs, 22 miRNAs, and 1,117 mRNAs were differentially expressed in IgAN compared with controls (P < 0.05). A ceRNA network was constructed which contained 16 DEcircRNAs, 72 differential expressed mRNAs (DEmRNAs) and 11 differential expressed miRNAs (DEmiRNAs). KEGG pathway enrichment analysis illustrated the underlying biological functions of the ceRNA-associated genes, such as Nitrogen compound metabolic process, COPII-coated ER to Golgi transport vesicle, CAMP response element protein binding process (P < 0.01); meanwhile, Hepatitis B, GnRH signaling, and Prion disease were the most significant enrichment GO terms (P < 0.01). PPI network based on STRING analysis identified 4 potentially hub genes. Finally, Ankyrin repeat and SOCS box containing 16 (ASB16), SEC24 homolog C, COPII coat complex component (SEC24C) were confirmed by qRT-PCR (P < 0.05) and were identified as the hub genes of the ceRNA network in our study. CONCLUSION: Our study identified a novel circRNA-mediated ceRNA regulatory network mechanisms in the pathogenesis of IgAN.

20.
Artigo em Inglês | MEDLINE | ID: mdl-32098436

RESUMO

This study aimed to examine how perceived everyday discrimination influences presenteeism and how conscientiousness moderates the relationship between discrimination and positive affect among older workers. Structural equation modeling (SEM) was used to examine the mediating effect. The moderated mediation model was examined by PROCESS. The results of the final SEM model showed that discrimination was directly positively associated with presenteeism. Furthermore, positive affect was significantly inversely correlated with discrimination and presenteeism. In addition, negative affect was significantly positively correlated with discrimination and presenteeism. The significant indirect effect between perceived everyday discrimination and positive affect was significantly mediated by positive and negative affect. In addition, the results of the moderated mediation model indicate that positive affect was more likely to be influenced by perceived everyday discrimination among older workers with less conscientiousness, as compared with those with greater conscientiousness. To enhance work outcomes of aging workers in the United States, managers should foster highly conscientious aging workers, award those who are hardworking and goal-oriented, and combine personal goals and organizational goals through bonuses, holidays, and benefits. Policymakers should be mindful of the negative impact of discrimination on presenteeism and should target lowly conscientious older workers.


Assuntos
Etarismo , Envelhecimento , Modelos Teóricos , Presenteísmo , Afeto , Idoso , Etarismo/psicologia , Etarismo/estatística & dados numéricos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Presenteísmo/estatística & dados numéricos , Estados Unidos
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