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1.
Front Cardiovasc Med ; 9: 814557, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35509273

RESUMO

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.

2.
Cell Physiol Biochem ; 47(4): 1482-1496, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29940571

RESUMO

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.


Assuntos
Remodelação das Vias Aéreas/imunologia , Asma/imunologia , Citocinas/imunologia , Transdução de Sinais/imunologia , Animais , Asma/patologia , Ratos , Ratos Sprague-Dawley , Linfopoietina do Estroma do Timo
3.
Oncotarget ; 8(28): 46312-46325, 2017 Jul 11.
Artigo em Inglês | MEDLINE | ID: mdl-28564633

RESUMO

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.


Assuntos
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/metabolismo
4.
Chin Med J (Engl) ; 126(21): 4093-9, 2013 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-24229680

RESUMO

BACKGROUND: Chronic kidney disease (CKD) is a growing public health problem with well-established risk factors. Other contributing factors, however, remain to be identified. Systemic inflammation in asthma plays a significant role in the development of other diseases. We therefore initiated a study to assess whether the growing prevalence of asthma is associated with an increase in the risk of CKD. METHODS: We conducted a retrospective cohort study using data from 3015 patients with asthma aged 14 years and older who were registered and followed up in Asthma Control Study at the Department of Respiratory Medicine of three medical centers from 2005 to 2011. History, asthma control test (ACT), and asthma stage were used to assess the traits of asthma. CKD was defined as proteinuria and/or reduced estimated glomerular filtration rate (eGFR) (<60 ml×min(-1)×1.73 m(-2)) in two consecutive follow-up surveys. We used logistic regression models, adjusting for age, sex, and other confounding factor to determine associations between the traits of asthma and CKD. Kaplan-Meier curves were used to analyze patient outcomes. RESULTS: A total of 2354 subjects with complete data were recruited for this study with mean age (45.4±10.4) years. After 6 years of follow-up, 9.6% (n = 227) of the analytic cohort developed proteinuria and 3.1% (n = 72) progressed to eGFR <60 ml×min(-1)×1.73 m(-2). The patients with >20 years asthma history, not well-controlled or persistent asthma patients had higher incidence of proteinuria and reduced eGFR compared with patients with ≤20 years asthma history, at least well-controlled or remission asthma, respectively. The multivariable adjusted OR for proteinuria and reduced eGFR in participants with persistent asthma was 1.49; (95% confidence interval (CI) 1.17-1.91) and 2.07 (95% CI 1.34-4.42). Compared to patients with no asthma traits, there was a significant risk (OR, 3.39; 95% CI 1.36-8.73) for those who met all three traits, including asthma history >20 years, not well-controlled and persistent stage, after adjusting for potential confounding factors. CONCLUSIONS: In this retrospective cohort study, we found that persistent asthma was associated with an increased risk of CKD, which was independent of obesity, diabetes, hypertension, and other well-established risk factors. Future studies should be directed to elucidate the mechanisms underlying the association between asthma and CKD.


Assuntos
Asma/complicações , Insuficiência Renal Crônica/etiologia , Adulto , Asma/fisiopatologia , Feminino , Taxa de Filtração Glomerular/fisiologia , Humanos , Masculino , Pessoa de Meia-Idade , Insuficiência Renal Crônica/fisiopatologia , Estudos Retrospectivos , Fatores de Risco
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