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Background: Previous studies have suggested that pregnant women with pulmonary hypertension (PH) have high maternal mortality. However, indexes or factors that can predict maternal death are lacking. Methods: We retrospectively reviewed pregnant women with PH admitted for delivery from 2012 to 2020 and followed them for over 6 months. The patients were divided into two groups according to 10-day survival status after delivery. Predictive models and predictors for maternal death were identified using four machine learning algorithms: naïve Bayes, random forest, gradient boosting decision tree (GBDT), and support vector machine. Results: A total of 299 patients were included. The most frequent PH classifications were Group 1 PH (73.9%) and Group 2 PH (23.7%). The mortality within 10 days after delivery was 9.4% and higher in Group 1 PH than in the other PH groups (11.7 vs. 2.6%, P = 0.016). We identified 17 predictors, each with a P-value < 0.05 by univariable analysis, that were associated with an increased risk of death, and the most notable were pulmonary artery systolic pressure (PASP), platelet count, red cell distribution width, N-terminal brain natriuretic peptide (NT-proBNP), and albumin (all P < 0.01). Four prediction models were established using the candidate variables, and the GBDT model showed the best performance (F1-score = 66.7%, area under the curve = 0.93). Feature importance showed that the three most important predictors were NT-proBNP, PASP, and albumin. Conclusion: Mortality remained high, particularly in Group 1 PH. Our study shows that NT-proBNP, PASP, and albumin are the most important predictors of maternal death in the GBDT model. These findings may help clinicians provide better advice regarding fertility for women with PH.
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Fangcang shelter hospitals were established in China during the coronavirus disease 2019 (COVID-19) pandemic as a countermeasure to stop the spread of the disease. To our knowledge, no research has been conducted on mental health problems among patients in Fangcang shelter hospitals. This study aimed to determine the prevalence and major influencing factors of anxiety and depressive symptoms among COVID-19 patients admitted to Fangcang shelter hospitals. From February 23, 2020, to February 26, 2020, we obtained sociodemographic and clinical characteristics information of COVID-19 patients in Jianghan Fangcang Shelter Hospital (Wuhan, China) and assessed their mental health status and sleep quality. Data were obtained with an online questionnaire. The questionnaire consisted of a set of items on demographic characteristics, a set of items on clinical characteristics, the Self-Rating Anxiety Scale, Self-Rating Depression Scale, and Pittsburgh Sleep Quality Index. Three hundred seven COVID-19 patients who were admitted to Jianghan Fangcang Shelter Hospital participated in this study. The prevalence of anxiety and depressive symptoms were 18.6% and 13.4%, respectively. Poor sleep quality and having ≥ two current physical symptoms were independent risk factors for anxiety symptoms. Female sex, having a family member with confirmed COVID-19, and having ≥ two current physical symptoms were independent risk factors for depressive symptoms. Anxiety and depressive symptoms were found to be common among COVID-19 patients in Fangcang Shelter Hospital, with some patients being at high risk.
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Ansiedade/epidemiologia , Infecções por Coronavirus/psicologia , Depressão/epidemiologia , Pneumonia Viral/psicologia , Adulto , Betacoronavirus , COVID-19 , China/epidemiologia , Infecções por Coronavirus/epidemiologia , Estudos Transversais , Feminino , Hospitais Especializados , Humanos , Masculino , Pessoa de Meia-Idade , Unidades Móveis de Saúde , Pandemias , Pneumonia Viral/epidemiologia , Prevalência , Fatores de Risco , SARS-CoV-2RESUMO
BACKGROUND/AIMS: Thymic stromal lymphopoietin (TSLP) is a cytokine that plays diverse roles in the regulation of immune responses. However, a detailed understanding of the TSLP signaling pathway in asthma remains elusive. In this study, we aimed to investigate the role of the TSLP signaling pathway in asthma and its effect on airway inflammation and remodeling. METHODS: Forty Sprague Dawley (SD) rats were evenly classified into control, asthma, IgG2a mAb and anti-TSLP mAb groups. Ovalbumin (OVA)-induced asthma models were successfully established. Blood, bronchoalveolar lavage fluid (BALF) and lung tissue samples were prepared. Total BALF leukocytes were counted, and the proportions of different leukocyte types were determined. Reverse transcription quantitative polymerase chain reaction (RT-qPCR) and immunohistochemistry were performed to determine the mRNA and protein levels of TSLP, OX40L, α-smooth muscle actin (α-SMA, a marker of airway remodeling in asthma) and collagen I in the plasma. Enzyme-linked immunosorbent assay (ELISA) was carried out to measure the concentrations of TSLP, OX40L, and other inflammatory factors, such as interferon (IFN)-γ, interleukin (IL)-4, IL-5 and IL-13, in the plasma. RESULTS: Compared with the control group, there were more leukocytes, increased EOS and LYM proportions, higher Underwood and PAS scores, increased WTt, WTm, WAt/A0, WAm/WAt, WTt/R0, WTm/WTt, TSLP, OX40L, a-SMA and collagen I mRNA and protein levels, and higher SLP, OX40L, IL-4, IL-5 and IL-13 levels, but lower MON proportions and IFN-γ levels in the asthma and IgG2a mAb groups. Compared with the asthma and IgG2a mAb groups, there were less leukocytes, decreased EOS and LYM proportions, lower Underwood and PAS scores, decreased WTt, WTm, WAt/A0, WAm/WAt, WTt/R0, WTm/WTt, TSLP, OX40L, a-SMA and Collagen I mRNA and protein levels, and lower levels of SLP, OX40L, IL-4, IL-5 and IL-13, but higher MON proportions and IFN-γ levels in the anti-TSLP mAb group. WTm and WTt were positively associated with the TSLP, OX40L, α-SMA and collagen-I levels in the rat lung tissues. CONCLUSION: The results indicate that TSLP may be an important contributor for asthma development as TSLP signaling blockade attenuates airway inflammation and remodeling in asthmatic rats.
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Remodelação das Vias Aéreas/imunologia , Asma/imunologia , Citocinas/imunologia , Transdução de Sinais/imunologia , Animais , Asma/patologia , Ratos , Ratos Sprague-Dawley , Linfopoietina do Estroma do TimoRESUMO
This study aims to explore how microRNA-145 (miR-145) affects airway remodeling and cytokine expression by targeting epidermal growth factor receptor (EGFR) to regulate mucin 5AC (MUC5AC).Mice alveolar epithelial cells (AECs) were divided into a control, blank, miR-145 mimics, mimic control, miR-145 inhibitors, inhibitor control, si-EGFR and miR-145 inhibitors + si-EGFR group. Asthma mice models with airway remodeling were induced with an Ovalbumin (OVA) solution and randomly divided into a normal, asthma, asthma + miR-145 mimics, asthma + miR-145 mimic control, asthma + si-EGFR or asthma + si-EGFR NC group. Airway remodeling degree and histomorphology was measured using hematoxylin-eosin (HE), Masson and periodic acid-Schiff (PAS) staining. Flow cytometry was used to detect Th2 and Th17 cells in peripheral blood, ELISA was used to measure inflammatory factors. qRT-PCR and western blotting was adapted to detect the expressions of EGFR and the relevant cytokines that are regulated by miR-145.The control, miR-145 mimics and si-EGFR groups showed a higher expression of miR-145 and a lower expression of EGFR and cytokines than the blank, mimic control, inhibitor control and miR-145 inhibitor + si-EGFR groups. Mice in the asthma + miR-145 mimics and asthma + si-EGFR groups showed lower WAt/Pbm, WAi/Pbm and WAm/Pbm, less inflammatory cells, less airway modeling and alleviated goblet cell hyperplasia and mucus obstruction than the asthma group. Furthermore, the expressions of EGFR and cytokines of transfected cells and lung tissues were negatively related to those of miR-145. MiR-145 can down-regulate MUC5AC by negatively targeting EGFR and thereby relieving airway remodeling.
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Remodelação das Vias Aéreas/genética , Células Epiteliais Alveolares/metabolismo , Citocinas/genética , Receptores ErbB/genética , Regulação da Expressão Gênica , MicroRNAs/genética , Mucina-5AC/genética , Interferência de RNA , Animais , Citocinas/metabolismo , Receptores ErbB/metabolismo , Expressão Gênica , Genes Reporter , Imuno-Histoquímica , Masculino , Camundongos , Modelos Biológicos , Mucina-5AC/metabolismo , Subpopulações de Linfócitos T/imunologia , Subpopulações de Linfócitos T/metabolismoRESUMO
The diagnostic accuracy of tuberculosis (TB) remains a clinical challenge, and a number of studies have used the interferon gamma-induced protein 10 (IP-10) in the diagnosis of TB. The aim of the present meta-analysis was to determine the overall accuracy of IP-10 in the diagnosis of TB. A systematic review of studies published in English from Medline, Embase and Cochrane Library was conducted and the data concerning the accuracy of IP-10 in the diagnosis of TB were pooled. The methodological quality of each study was assessed by QUADAS (quality assessment for studies of diagnostic accuracy). Statistical analysis was performed by employing Meta-Disc 1.4 soft-ware and STATA. The overall test performance was summarized using receiver operating characteristic curves. 14 studies, based on 2075 subjects, met the inclusion criteria. The summary estimates for IP-10 in the diagnosis of TB were: sensitivity 0.73 (95% CI, 0.71-0.76), specificity 0.83 (95% CI, 0.81-0.86), positive likelihood ratio 7.08 (95% CI, 3.94-12.72), negative likelihood ratio 0.26 (95% CI, 0.20-0.35) and diagnostic odds ratio 29.50 (95% CI, 14.43-60.30), and the area under the curve was 0.88. Our findings suggest that IP-10 may improve the accuracy of TB diagnosis, while the results of IP-10 assays should be interpreted in parallel with conventional test results and other clinical findings.
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BACKGROUND AND OBJECTIVE: Pneumonia is a common disease with both high morbidity and mortality, the diagnosis of pneumonia remains a clinical challenge. Many studies have been conducted to identify the usefulness of lung ultrasound for the diagnosis of pneumonia, but with inconsistent and inconclusive results. The present study aimed to establish the overall diagnostic accuracy of lung ultrasound in diagnosing pneumonia. METHODS: Based on a comprehensive search of the Pubmed, Embase, and the Cochrane database, we identified out-come data from all articles estimating diagnostic accuracy with lung ultrasound for pneumonia. Quality was assessed with the Quality Assessment for Diagnostic Accuracy Studies. Results from different studies were pooled using a bivariate meta-analysis. Summary receiver operating characteristic curve was used to assess the overall performance of lung ultrasound-based assays. RESULTS: Nine studies containing 1080 subjects were included in this meta-analysis. The summary estimates for lung ultrasound in the diagnosis of pneumonia in the studies included were as follows: sensitivity, 0.97 (95% CI: 0.93-0.99); specificity, 0.94 (95% CI: 0.85-0.98); DOR, 507.99 (95% CI: 128.11-2014.34); positive likelihood ratio, 15.62 (95% CI: 6.31-38.68); negative likelihood ratio, 0.03 (95% CI: 0.01-0.08); The area under the summary receiver operating characteristic curve was 0.99 (95% CI: 0.98-1.00). CONCLUSION: Lung ultrasound is a capable of diagnosing pneumonia with high accuracy and is a promising attractive alternative to chest radiography and thoracic CT scan.
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BACKGROUND: Numerous studies have evaluated the association between interleukin-18 (IL-18) promoter gene -607C/ A (rs1946518) polymorphism and tuberculosis (TB) risk. However, the results remain apparently conflicting. The aim of this study was to investigate whether IL-18-607C/A polymorphism is associated with susceptibility to TB. METHODS: Publications addressing the association between the IL-18-607C/A polymorphism and TB risk were selected from the Pubmed, Cochrane Library, Embase, CNKI and Wanfang databases. Data were extracted from the studies by two independent reviewers. Statistical analysis was performed using RevMan 5.0.25 and STATA 11.0 software. RESULTS: Eight case-control studies with a total of 1166 TB patients and 1734 controls were retrieved. Meta-analysis results showed significant association between IL-18-607C/A polymorphism and TB risk in all comparisons of the A allele versus C allele (OR=1.17, 95% CI 1.05-1.30, P=0.004), AA versus CC (OR=1.43, 95% CI 1.14-1.81, P=0.002), CA+AA versus CC (OR=1.20, 95% CI 1.01-1.42, P=0.04) and AA versus CA+CC (OR=1.30, 95% CI 1.07-1.58, P=0.007). In subgroup analysis by nationality, a significant association between IL-18-607C/A polymorphism and TB risk in the comparisons of A versus C, CA+AA versus CC and AA versus CA+CC (OR=1.22, 95% CI 1.07-1.38, P=0.002; OR=1.31, 95% CI 1.06-1.61, P=0.01; OR=1.32, 95% CI 1.07-1.63, P=0.01, respectively) were found in Chinese population but not in Indian and Iranian populations. CONCLUSION: This study suggests that the -607C/A polymorphism of IL-18 gene would be a risk factor for TB, especially in Chinese population. To further evaluate gene-to-gene and gene-to-environment interactions on -607C/A polymorphism and tuberculosis risk, more studies with thousands of patients are required.
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Interleucina-18/genética , Regiões Promotoras Genéticas/genética , Tuberculose/epidemiologia , Tuberculose/genética , Predisposição Genética para Doença/genética , HumanosRESUMO
OBJECTIVE: The aim of the present study was to establish the predictive values of neutrophil CD64 expression in diagnosing neonatal infection. METHODS: A comprehensive search of the PubMed and Embase® literature databases identified outcome data from published studies estimating the diagnostic accuracy of neutrophil CD64 expression for neonatal infection. Summary estimates for sensitivity, specificity, diagnostic odds ratios (DOR) and the area under the summary receiver operating characteristic curve (AUC) were calculated using a bivariate random-effects approach. RESULTS: Twelve studies including 1915 neonates were analysed. Summary estimates (95% confidence intervals) for CD64 expression in the diagnosis of neonatal infection were: sensitivity, 0.78 (0.75, 0.81); specificity, 0.81 (0.78, 0.83); DOR, 21.27 (11.71, 38.65); positive-likelihood ratio, 4.53 (3.22, 6.36); negative-likelihood ratio, 0.23 (0.14, 0.37); AUC, 0.89. CONCLUSIONS: Neutrophil CD64 expression can be used as an additional test in the diagnosis of neonatal infection. Results of a CD64 assay should not be used alone to diagnose such infections, but should be interpreted in combination with other test results and clinical findings.
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Bacteriemia/diagnóstico , Infecções Bacterianas/diagnóstico , Neutrófilos/imunologia , Receptores de IgG/imunologia , Bacteriemia/genética , Bacteriemia/imunologia , Bacteriemia/patologia , Infecções Bacterianas/genética , Infecções Bacterianas/imunologia , Infecções Bacterianas/patologia , Biomarcadores/metabolismo , Bases de Dados Bibliográficas , Expressão Gênica , Humanos , Recém-Nascido , Neutrófilos/patologia , Razão de Chances , Prognóstico , Curva ROC , Receptores de IgG/genéticaRESUMO
BACKGROUND: The 2518 A/G polymorphism in the MCP-1 gene has been extensively studied for associations with cancer; however, results from replication studies have been inconsistent. The aim of this investigation was to determine links with risk of cancer by meta-analysis. METHODS: We searched Pubmed, Embase, CNKI, Weipu and Wanfang databases, covering all case-control studies until March, 2013. Statistical analyses were performed using the Revman 5.0 software. RESULTS: A total of 11 case-control studies met our inclusion criteria, including 1,422 cases and 2,237 controls. The results indicated that the MCP-1 2518 gene polymorphism had no association with cancer risk overall (GG vs.GA+ AA: OR = 0.89, 95%CI = 0.61-1.28, P = 0.52). However, in the subgroup analysis by ethnicity, a decrease of cancer risk was found in Asian populations (GG vs.GA+ AA: OR = 0.79, 95%CI = 0.63-0.99, P = 0.04). CONCLUSION: This meta-analysis suggested that the 2518A/G polymorphism of MCP-1 gene is associated with risk of cancer among Asian, but not in Caucasian populations.