Objective To compare the long-term outcome between breast-conserving therapy with mastectomy therapy for early stage invasive breast cancer through a Meta analysis of the randomized controlled trials published worldwide. Methods Cochrane systematic evaluation was used to search through Cochrane libraries of clinical comparative trials, PubMed, Embase, Cancer Lit, and so on. The quality of literatures was independently evaluated and cross-checked by two evaluators, indicators for assessment including death number at the end of follow-up, locoregional and total recurrence. The results were analyzed with RevMan 4.2.2 software. Results Six articles were involved in the Meta analysis with total 3 933 patients. No statistical difference was found in the death at the end of follow-up between breast-conserving therapy group and mastectomy therapy group (OR=1.05, 95% CI=0.93—1.19， P=0.45). Locoregional and total recurrence rate of breast-conserving therapy group were statistical higher than those in mastectomy therapy group (OR=1.64, 95% CI: 1.10—2.44， P=0.01； OR=1.42, 95% CI: 1.22—1.64， Plt;0.01). Conclusions Breast-conserving therapy and mastectomy therapy have comparable effects on mortality in patient with early stage invasive breast cancer, even after long-term follow up. However, breast-conserving therapy is associated with significantly greater risk of locoregional recurrence.
Objective To provide a comprehensive overview of model performance and predictive efficacy of machine learning techniques to predict septic shock in children, in order to target and improve the quality and predictive power of models for future studies. MethodsTo systematically review all studies in four databases (PubMed, Embase, Web of Science, ScienceDirect, CNKI, WanFang Data) on machine learning prediction of septic shock in children before April 1, 2024. Two investigators independently conducted literature screening, literature data extraction and bias assessment, and conducted a systematic review of basic information, research data, study design and prediction models. Model discrimination, which area under the curve (AUC), was pooled using a random-effects model and meta-analysis was performed. Subgroup analyses were performed according to sample sizes, machine learning models, types of predictors, number of predictors, etc. And publication bias and sensitivity analyses were performed for the included literature. Results A total of 11 studies were included, of which 2 were at low risk of bias, 7 were at unknown risk of bias, and 2 were at high risk of bias. The data used in the included studies included both public and non-public electronic medical record databases, and the machine learning models used included logistic regression, random forest, support vector machine, and XGBoost, etc. The predictive models constructed based on different databases appeared to have different results in terms of the characteristic variables, so identifying the key variables of the predictive models requires further validation on other datasets. Meta-analysis showed the pooled AUC of 0.812 (95%CI 0.763 to 0.860, P<0.001), and further subgroup analyses showed that larger sample sizes (≥1 000) and predictor variable types significantly improved the predictive effect of the model, and the difference in AUC was statistically significant (95%CI not overlapping). The funnel plot showed that there was publication bias in the study, and when the extreme AUC values were excluded, the meta-analysis yielded a total AUC of 0.815 (95%CI 0.769 to 0.861, P<0.001), indicating that the extreme AUC values were insensitive. ConclusionMachine learning technology has shown some potential in predicting septic shock in children, but the quality of existing research needs to be strengthened, and future research work should improve the quality of research and improve the prediction effect of the model by expanding the sample size.
Objective To evaluate the subjective outcomes of sleepiness behavior and mood status applying continuous positive airway pressure（CPAP） in adults of elderly and middle-aged with obstructive sleep apnea syndrome（OSAS）. Methods Nine randomized controlled trails comparing nocturnal CPAP with inactive control appliances in adults with OSAS with the use of computerized search in related medical databases（MEDLINE，EMBASE，CBMdisk，etc） were included.The quality of literature was reviewed，and all data were extracted by two reviewers independently.Meta analysis was conducted used RevMan 4.2 software.Results 9 RCT involving 665 patients of elderly and middle-aged met the inclusion criteria.Meta analysis indicated that the score of Epworth sleepiness scale（ESS） and general health questionnaire-28（GHQ-28） declined significantly after CPAP treatment on effectiveness with WMD（random） －2.94，95 %CI －4.68 to －1.20，or WMD（fixed） －2.26，95 %CI －3.79 to －0.72，Plt;0.01.Nevertheless，hospital anxiety and depression scale（HADS） was not significantly different between CPAP and control with WMD（random） －0.89，95%CI －1.98 to 0.20，Pgt;0.05.Conclusion Current clinical evidence suggested that CPAP was effective in improving day-time subjective outcomes of sleepiness behavior and general mental health status in OSAS patients of elderly and middle-aged，although evidence of improving emotion disorder of anxiety and depression was not confirmed.
Objective To investigate the efficacy of LDL-C lowering treatment on NSTE-ACS, and to analyze the target LDL-C level for clinical treatment. Methods PubMed, EMbase, the Cochrane Central Register of Controlled Trials, Web of Science databases were searched up to January 2016 for randomized controlled trials assessing the effects of LDL-C lowering therapy on major adverse cardiac events (MACE) in patients with NSTE-ACS. Two reviewers independently screened litertures, extracted data and assessed the risk of bias of included studies, and then meta-analysis was performed by using Stata12.0 and RevMan 5.3 software. Result A total of 12 RCT including 4 702 individuals with NATE-ACS were included. The results of meta-analysis showed that, compared with the control group, the statin group could significantly reduced the risk of MACE (RR=0.68, 95% CI 0.549 to 0.834,P=0.000). With 18.68 months of follow-up, patients in target LDL-C level from over 70 mg/dL to less than 100 mg/dL group had lower risk of MACE than other LDL-C level group. When LDL-C lower 20% to 40% than baseline with 28.99 months follow-up, patients in target of LDL-C level from over 70 mg/dL to less than 100 mg/dL group had lowest risk of MACE (RR=20.143, 95% CI 6.946 to 58.414,P=0.000). Conclusion LDL-C lower treatment can lower the risk of MACE in patients with NSTE-ACS. Patients in target LDL-C level from over 70 mg/dL to less than 100 mg/dL group have relatively low risk of MACE, in which patients who lower 20% to 40% LDL-C than baseline will get more benefits from LDL-C lowering therapy.
Objective To evaluate systematically the effectiveness and safety of procalcitonin ( PCT) -guided therapy in comparison with standard therapy in patients with suspected or confirmed severe bacterial infections in intensive care unit ( ICU) . Methods Five randomized controlled trials ( 927 patients) were included for statistical analysis by the cochrane collaboration′s RevMan5. 0 software. Results PCT-guided therapy was associated with a significant reduction in duration of antibiotic therapy [ MD =- 2. 01, 95% CI ( - 2. 37, - 1. 64) , P lt;0. 00001] , but the mortality [ OR =1. 11, 95% CI ( 0. 83, 1. 49) ,P =0. 47] and length of ICU stay[ MD = 0. 49, 95% CI( - 1. 44, 2. 42) , P = 0. 62] were not significantly different. Conclusions An algorithmbased on serial PCT measurements would allow a more judicious use of antibiotics than currently traditional treatment of patients with severe infections in ICU. It can reduce the use of antibiotics and appears to be safe.
ObjectiveTo systematically review the efficacy and safety of totally thorascopic (TT) and median sternotomy (MS) approaches for atrial septal defect repair (ASDR). MethodsDatabases including The Cochrane Library (Issue 2, 2016), PubMed, EMbase, CBM, CNKI, WanFang Data and VIP were electronically searched from inception to June 2016, to collect randomized controlled trials or cohort studies about TT vs. MS approaches for ASDR. 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 using RevMan 5.2 software. ResultsA total of 11 cohort studies involving 687 patients were included with 305 patients in the TT group, and 382 patients in the MS group. The results of meta-analysis showed that: The TT group had shorter postoperative ventilation time (MD=-1.49, 95%CI -2.27 to -0.71, P=0.000 2), postoperative ICU stay time (MD=-7.30, 95%CI -12.07 to -2.53, P=0.003), hospital stay time (MD=-2.06, 95%CI -2.80 to -1.32, P<0.000 01) and less postoperative drainage (MD=-199.83, 95%CI -325.96 to -73.70, P=0.002) than the MS group. But the bypass time (MD=9.42, 95%CI 1.55 to 17.30, P=0.02) and aortic clamping time (MD 6.78, 95%CI 3.48 to 10.07, P<0.000 1) of the TT group were significantly longer than those of the MS group. ConclusionCompared with MS, TT can significantly reduce the length of postoperative ventilation, postoperative ICU stay, hospital stay and postoperative drainage. But there are risks of prolonged bypass time and aortic clamping time in the TT group. Due to the quantity and quality of the included studies, the above conclusions still needs to be verified by carrying out more studies.
Objective To compare and evaluate the effectiveness and safety of irinotecan (IRI) versus oxaplatin (OXA), in combination with 5-FU/LV for patients with advanced colorectal cancer. Methods The literature search, study selection and assessment, data collection and analysis were undertaken by two reviewers according to the Cochrane Handbook for Systematic Reviews of Interventions. Randomised controlled trials (RCTs) or quasi-RCTs comparing IRI versus OXA, in combination with 5-FU/LV in the treatment of advanced colorectal cancer were collected. Results Seven studies involving 2107 patients were included. The OXA/5-FU/LV regimen was superior or at least equal to the IRI/5-FU/LV regimen in prolonging overall survival and time to progression. The OXA/5-FU/LV regimen showed a higher response rate and was associated with lower toxicities. Conclusion Compared with IRI, OXA is more appropriate for the treatment of advanced colorectal cancer when combined with 5-FU/LV.
ObjectiveTo systematically evaluate the efficacy of steroids combined with antiepileptic drugs compared with alone antiepileptic drugs in the treatment of children with epileptic electrical status during sleep to provide evidence-based medical basis for its treatment.MethodsElectronic searches were maded in PubMed, Embase database, Cochrane Library, CNKI, Wanfang and the Chinese biomedical literature database for the literature about steroids combined with antiepileptic drugs compared with alone antiepileptic drugs in the treatment, and retrieval time is from January 1990 to October 2020. Two evaluators independently screened literature, extracted data, evaluated literature quality and risk of bias and checked each other. Meta analysis was performed by stata16.0 software.ResultsA total of 679 children with ESES were included in 10 studies, including 9 randomized controlled trials and 1 retrospective cohort study. Meta analysis results showed that there were statistically significant differences in clinical improvement rate [RR=1.31, 95%CI (1.21, 1.42), P<0.01], electroencephalogram discharge improvement rate [RR=1.35, 95%CI (1.25, 1.46), P<0.01] and cognitive intelligence score [SMD=1.19, 95%CI (0.80, 1.57), P<0.01] between steroids combined with antiepileptic drugs group and alone antiepileptic drugs group after 6 months follow-up. The incidence of adverse reactions in steroids combined with antiepileptic drugs group was higher than that in alone antiepileptic drugs group, and the difference was statistically significant [RR=4.13, 95%CI (1.06, 16.13), P<0.01]. All adverse reactions improved or disappeared after drug withdrawal.ConclusionCompared with alone antiepileptic drugs, steroids combined with antiepileptic drugs group has advantages in controlling epileptic seizures, improving electroencephalogram abnormalities and improving cognitive ability, and it is relatively safe.
Objective To systematically evaluate the effects of psychotherapy for cancer patients with depression. Methods We searched The Cochrane Library, PubMed, EMbase, Chinese Biomedical Literature Database, Chinese Scientific Journals Full-text Database, and Chinese Journal Full-text Database up to October 2010 to identify randomized controlled trials (RCTs) comparing psychotherapy plus conventional treatment with conventional treatment alone. The data were analyzed by using RevMan 5.0 software. Results Eleven RCTs involving 1 670 participants were included. The results of meta-analyses showed: (1) A significant difference was found between psychotherapy plus conventional treatment and conventional treatment alone in decrease of depression score (SMD= – 0.40, 95%CI – 0.70 to – 0.11); (2) No difference was observed between the two groups in decrease of anxiety score (SMD= – 0.68, 95%CI – 1.37 to 0.01), but the result was changed when a sensitivity analysis was done (SMD= – 0.30, 95%CI – 0.52 to -0.08). Conclusion Compared with conventional treatment alone, psychotherapy combined with conventional treatment could improve depressive states in cancer patients, but the result still needs to be confirmed by high-quality and large-sample RCTs.
ObjectiveTo investigate the short-term effect of laparoscopic sleeve gastrectomy (LSG) in treatment of obesity in China. MethodsLiteratures about the effect of LSG in treatment of obesity were searched from WanFang, CNKI, PubMed, and Web of Science, then these literatures were filtered according to the inclusive and exclusive criteria and evaluated. Meta analysis was performed based on data extracted from these literatures. ResultsThree hundreds and eighty three cases of LSG were retrieved from 12 literatures. Compared with the preoperative, the body mass index (BMI) was lower in 6 months after LSG (MD=7.56, 95% CI: 5.77-9.34, P < 0.000 01), and compared with 6 months after LSG, the BMI was lower in 12 months after LSG (MD=3.19, 95% CI: 2.20-4.18, P < 0.000 01). Compared with 1 months after LSG, the excess weight loss (EWL%) was higher in 6 months after LSG (MD=-42.77, 95% CI:-45.77--39.77, P < 0.000 01), and compared with 6 months after LSG, EWL% was higher in 12 months after LSG (MD=-19.71, 95% CI:-25.54--13.87, P < 0.000 01). After the LSG, BMI decreased, but EWL% increased over time. ConclusionsIn China, LSG has obviously short-term curative effect in the treatment of obesity.