Objective To evaluate the efficacy of light cured composite resin and glass ionomer cement for wedge shaped defect filling. Methods PubMed, The Cochrane Library (Issue 3, 2016), EMbase, CNKI, CBM, VIP and WanFang Data were searched from inception to April 5th 2016, to collect randomized controlled trials (RCTs) of light cured composite resin versus glass ionomer cement for wedge shaped defect filling. According to the inclusion and exclusion criteria, two reviewers independently screened literature, extracted data and assessed the risk of bias of included studies. Then, meta-analysis was performed by RevMan 5.2 software. Results A total of 12 studies, involving 3 744 cases of teeth were included. Meta-analysis results showed that there was no significant difference in the two groups on the shedding rate after 2 years (OR=1.19, 95%CI 0.70 to 2.02,P=0.53). But the wear rate of the light cured composite resin group was significantly lower than that of the glass ionomer cement group (Peto OR=0.31, 95%CI 0.22 to 0.44,P<0.000 01). The light cured composite resin group had higher rate of micro leakage or secondary caries rate (OR=1.83, 95%CI 1.11 to 3.01,P=0.02) and incidence of endodontic or periapical lesions (Peto OR=2.84, 95%CI 1.82 to 4.45,P<0.000 01) than the glass ionomer cement group. Conclusion Glass ionomer cement for filling wedge-shaped defects of 2 years after the wear degree is higher than the light cured composite resin, but the occurrence probability of micro leakage or secondary caries and stimulation to pulp are lower than the light cured composite resin. Because of the limitations of the quality of the included studies, the above conclusion still needs to be verified by more high-quality studies.
ObjectiveTo analyze the predictive value of ensemble classification algorithm of random forest for delirium risk in ICU patients with cardiothoracic surgery. MethodsA total of 360 patients hospitalized in cardiothoracic ICU of our hospital from June 2019 to December 2020 were retrospectively analyzed. There were 193 males and 167 females, aged 18-80 (56.45±9.33) years. The patients were divided into a delirium group and a control group according to whether delirium occurred during hospitalization or not. The clinical data of the two groups were compared, and the related factors affecting the occurrence of delirium in cardiothoracic ICU patients were predicted by the multivariate logistic regression analysis and the ensemble classification algorithm of random forest respectively, and the difference of the prediction efficiency between the two groups was compared.ResultsOf the included patients, 19 patients fell out, 165 patients developed ICU delirium and were enrolled into the delirium group, with an incidence of 48.39% in ICU, and the remaining 176 patients without ICU delirium were enrolled into the control group. There was no statistical significance in gender, educational level, or other general data between the two groups (P>0.05). But compared with the control group, the patients of the delirium group were older, length of hospital stay was longer, and acute physiology and chronic health evaluationⅡ(APACHEⅡ) score, proportion of mechanical assisted ventilation, physical constraints, sedative drug use in the delirium group were higher (P<0.05). Multivariate logistic regression analysis showed that age (OR=1.162), length of hospital stay (OR=1.238), APACHEⅡ score (OR=1.057), mechanical ventilation (OR=1.329), physical constraints (OR=1.345) and sedative drug use (OR=1.630) were independent risk factors for delirium of cardiothoracic ICU patients. The variables in the random forest model for sorting, on top of important predictor variable were: age, length of hospital stay, APACHEⅡ score, mechanical ventilation, physical constraints and sedative drug use. The diagnostic efficiency of ensemble classification algorithm of random forest was obviously higher than that of multivariate logistic regression analysis. The area under receiver operating characteristic curve of ensemble classification algorithm of random forest was 0.87, and the one of multivariate logistic regression analysis model was 0.79.ConclusionThe ensemble classification algorithm of random forest is more effective in predicting the occurrence of delirium in cardiothoracic ICU patients, which can be popularized and applied in clinical practice and contribute to early identification and strengthening nursing of high-risk patients.
ObjectiveTo investigate the in vitro effect of pseudolaric acid B (PAB) on apoptosis of protoscolece cells and its regulatory effects on angiogenesis and cell apoptosis in the the lesion-host microenvironment tissue in vivo, as well as its possible mechanisms, in order to provide a basis for the clinical development of new alternative drugs for Echinococcus multilocularis. MethodsIn vitro experiments: the protoscoleces, vesicles, germinal cells, human foreskin fibroblasts (HFFs) and normal human liver cells were treated with different concentrations of PAB (0, 2.5, 5, 10, 20, 40, 80, 160 and 320 μmol/L) for 7, 5, 5, 5 and 5 days, then evaluated the survival rate of the protoscoleces, the release level of phosphoglucose isomerase (PGI) from the vesicles, the viability of the germinal cells, as well as the viability of HFFs and normal human liver cells. The protoscoleces and vesicles were fixed with 2.5% glutaraldehyde and used for scanning electron microscopy and transmission electron microscopy observation. Animal experiments: the protoscoleces were isolated from the abdominal lesions of the protected gerbils, and then infected 18 C57BL/6J mice by intraperitoneal injection to establish models, dividing into 3 groups with 6 mice in each group. The model group was given 0.3 mL of PBS by gavage daily, the albendazole (ABZ) group was given 0.3 mL ABZ (100 mg/kg) daily by gavage, the PAB group was given 0.3 mL of PAB (40 mg/kg) by gavage daily. After continuous gavage for 6 weeks, the lesion host microenvironment tissue was taken and ELISA was used to detect the expression levels of vascular endothelial growth factor (VEGF), endothelial nitric oxide synthase (eNOS) and cysteinyl aspartate specific proteinase3 (caspase3), the expression levels of nitric oxide (NO) was detected using a biochemical detection kit, Western blot was used to detect the expression levels of BCL2-associated X protein (Bax), B-cell lymphoma-2 (Bcl2), caspase3, cleaved-caspase3, VEGF, vascular endothelial growth factor receptor 2 (VEGFR2), phosphatidylinositol 3 kinase (PI3K), phosphorylated PI3K (p-PI3K), protein kinase B (AKT) and phosphorylated AKI (p-AKT) protein. ResultsIn vitro experiments: the protoscoleces of Echinococcus multilocularis were cultured with different concentrations of PAB for 7 days in vitro, the protoscoleces of 40, 80, 160 and 320 μmol/L group all died after 6, 4, 2 and 1 day, respectively; PAB exhibited a certain time and concentration dependence on the protoscoleces of Echinococcus multilocularis. After PAB treatment, the release of PGI in culture supernatant of Echinococcus multilocularis gradually increased with the increase of PAB concentration [concentration for 50% of maximal effect value was (24.40±1.42) μmol/L], the vitality of germinal cells was significantly inhibited [half maximal inhibitory concentration value was (15.94±2.55) μmol/L]. PAB had no significant toxicity to mammalian cells. When 20 μmol/L PAB intervention in the protoscoleces for 3 days, the expression levels of Bax and caspase3 proteins were upregulated, while the expression level of Bcl2 protein was downregulated. Animal experiments: compared with the model group, the wet weight of lesions in the PAB and ABZ groups decreased (P<0.01), and the inhibition rates of lesion growth in the PAB and ABZ groups were 91.03% and 74.44%, respectively. The expression of proliferation and angiogenesis indicators (Ki67, CD34, VEGF, VEGFR2, eNOS, NO) were downregulated in the lesion host microenvironment tissues of mice in the ABZ and PAB groups (P<0.05), while the expression of apoptosis related proteins (caspase3, cleaved-caspase3 and Bax) were upregulated and the expression of PI3K/AKT signaling pathway related proteins (p-PI3K and p-AKT) were downregulated (P<0.05). ConclusionPAB has a strong in vitro and in vivo effect against Echinococcus multilocularis, and its mechanism may be related to the inhibition of PI3K/AKT signaling pathway, leading to increased apoptosis and decreased angiogenesis.