Comparison of prediction ability of two extended Cox models in nonlinear survival data analysis / 南方医科大学学报

OBJECTIVE@#To compare the predictive ability of two extended Cox models in nonlinear survival data analysis.@*METHODS@#Through Monte Carlo simulation and empirical study and with the conventional Cox Proportional Hazards model and Random Survival Forests as the reference models, we compared restricted cubic spline Cox model (Cox_RCS) and DeepSurv neural network Cox model (Cox_DNN) for their prediction ability in nonlinear survival data analysis. Concordance index was used to evaluate the differentiation of the prediction results (a larger concordance index indicates a better prediction ability of the model). Integrated Brier Score was used to evaluate the calibration degree of the prediction (a smaller index indicates a better prediction ability).@*RESULTS@#For data that met requirement of the proportion risk, the Cox_RCS model had the best prediction ability regardless of the sample size or deletion rate. For data that failed to meet the proportion risk, the prediction ability of Cox_DNN was optimal for a large sample size (≥500) with a low deletion (< 40%); the prediction ability of Cox_RCS was superior to those of other models in all other scenarios. For example data, the Cox_RCS model showed the best performance.@*CONCLUSION@#In analysis of nonlinear low maintenance data, Cox_RCS and Cox_DNN have their respective advantages and disadvantages in prediction. The conventional survival analysis methods are not inferior to machine learning or deep learning methods under certain conditions.

Long non-coding RNA potassium voltage-gated channel subfamily Q member 1 overlapping transcript 1 regulates the proliferation and osteogenic differentiation of human periodontal ligament stem cells by targeting miR-24-3p / 华西口腔医学杂志

OBJECTIVES@#This study aims to explore the effect and molecular mechanism of long non-coding RNA (lncRNA) potassium voltage-gated channel subfamily Q member 1 overlapping transcript 1 (KCNQ1OT1) on proliferation and osteogenic differentiation in human periodontal ligament stem cells (hPDLSCs).@*METHODS@#The hPDLSCs of normal periodontal tissues were isolated and cultured. The mineralized solution induced the osteoblast differentiation of hPDLSCs. The down-regulation of lncRNA KCNQ1OT1, the overexpression of anti-miR-24-3p on the proliferation and the levels of osteocalcin (OCN), osteopontin (OPN) and alkaline phosphatase (ALP) of hPDLSCs were investigated. Real-time quantitative polymerase chain reaction (RT-qPCR) was used to detect the levels of lncRNA KCNQ1OT1, miR-24-3p, OCN, OPN, and ALP. Methyl thiazolyl tetrazolium (MTT) method was used to detect cell viability and activity. Cell proliferation was evaluated by MTT. Western blot was used to detect protein expression. The targeted relationship between lncRNA KCNQ1OT1 and miR-24-3p was detected by double-luciferase experiment.@*RESULTS@#The expression level of lncRNA KCNQ1OT1 increased, and that of miR-24-3p decreased during the osteogenesis of hPDLSCs (@*CONCLUSIONS@#Down-regulation of lncRNA KCNQ1OT1 inhibited the proliferation and osteogenic differentiation of hPDLSCs by targeting the up-regulated expression of miR-24-3p.

Effect of compound glycyrrhizin on peripheral T-lymphocyte subset in AIDS patients / 中华男科学杂志

<p><b>OBJECTIVE</b>To probe the effect and mechanism of Compound Glycyrrhizin in treating AIDS.</p><p><b>METHODS</b>Forty AIDS patients were randomly divided into a treatment group and a control group, both treated with HAART. In addition, the former was given Compound Glycyrrhizin for 6 months, and the CD4+ T count and the expressions of CD8+ and HLA-DR on the surface of peripheral blood lymphocytes (PBL) were studied before and after the treatment.</p><p><b>RESULTS</b>After 6 months of treatment, the expressions of CD8+ and CD38+ of PBL in the treatment group [(6.6 +/- 2.1)%] were found lower than in the control [(11.4 +/- 3.8)%] (t = 5.043, P < 0.01) and CD4+ T count [(243.6 +/- 91.2) x 10(6)/L vs (170.8 +/- 55.7) x 10(6)/L] rose more significantly (t = 3.045, P < 0.01).</p><p><b>CONCLUSION</b>Compound Glycyrrhizin can lower the expression of active T-lymphocyte subset, inhibit HIV and help immune reconstitution.</p>

Pathological observation of airway inflammation after neonatal CVB3 inoculation in rats / 第二军医大学学报

Objective: To observe the effect of coxsackie virus B3 on airway tract and lung morphology, and to study the relation between CVB infection and asthma. Methods: We established CVB3 infective model: 5 d neonatal rats inhaled CVB3 by ultrasonic brume. CVB3-IgM was examined 10 d after inoculating of CVB3, and LW/BW, airway tract and lung pathological change 10 d and 30 d after inoculation of CVB3 were observed. Results: Rats from the virus group had higher D of CVB3-IgM than control's (+2s ) and had higher LW/BW 10 d after inoculation of CVB3 than control (P<0.01). Neonatal rats had acute inflammatory changes 10 d after inoculation of CVB3 and persistent changes in morphology and cytology. Conclusion: Neonatal rats virus model is established. Respiratory infection by CVB3 in neonatal rats has persistent changes in airway tract inflammatory and morphology.

Pathological observation of airway inflammation after neonatal CVB3 inoculation in rats / 第二军医大学学报

Objective: To observe the effect of coxsackie virus B3 on airway tract and lung morphology, and to study the relation between CVB infection and asthma. Methods: We established CVB3 infective model: 5 d neonatal rats inhaled CVB3 by ultrasonic brume. CVB3-IgM was examined 10 d after inoculating of CVB3, and LW/BW, airway tract and lung pathological change 10 d and 30 d after inoculation of CVB3 were observed. Results: Rats from the virus group had higher D of CVB3-IgM than control's (+2s ) and had higher LW/BW 10 d after inoculation of CVB3 than control (P<0.01). Neonatal rats had acute inflammatory changes 10 d after inoculation of CVB3 and persistent changes in morphology and cytology. Conclusion: Neonatal rats virus model is established. Respiratory infection by CVB3 in neonatal rats has persistent changes in airway tract inflammatory and morphology.