Objective To systematically review risk prediction models of in-hospital cardiac arrest in patients with cardiovascular disease, and to provide references for related clinical practice and scientific research for medical professionals in China. Methods Databases including CBM, CNKI, WanFang Data, PubMed, ScienceDirect, Web of Science, The Cochrane Library, Wiley Online Journals and Scopus were searched to collect studies on risk prediction models for in-hospital cardiac arrest in patients with cardiovascular disease from January 2010 to July 2022. Two researchers independently screened the literature, extracted data, and evaluated the risk of bias of the included studies. Results A total of 5 studies (4 of which were retrospective studies) were included. Study populations encompassed mainly patients with acute coronary syndrome. Two models were modeled using decision trees. The area under the receiver operating characteristic curve or C statistic of the five models ranged from 0.720 to 0.896, and only one model was verified externally and for time. The most common risk factors and immediate onset factors of in-hospital cardiac arrest in patients with cardiovascular disease included in the prediction model were age, diabetes, Killip class, and cardiac troponin. There were many problems in analysis fields, such as insufficient sample size (n=4), improper handling of variables (n=4), no methodology for dealing with missing data (n=3), and incomplete evaluation of model performance (n=5). Conclusion The prediction efficiency of risk prediction models for in-hospital cardiac arrest in patients with cardiovascular disease was good; however, the model quality could be improved. Additionally, the methodology needs to be improved in terms of data sources, selection and measurement of predictors, handling of missing data, and model evaluations. External validation of existing models is required to better guide clinical practice.
The minimally invasive cardiovascular surgery developed rapidly in last decades. In order to promote the development of minimally invasive cardiovascular surgery in China, the Chinese Minimally Invasive Cardiovascular Surgery Committee (CMICS) has gradually standardized the collection and report of the data of Chinese minimally invasive cardiovascular surgery since its establishment. The total operation volume of minimally invasive cardiovascular surgery in China has achieved substantial growth with a remarkable popularization of concepts of minimally invasive medicine in 2019. The data of Chinese minimally invasive cardiovascular surgery in 2019 was reported as a paper for the first time, which may provide reference to cardiovascular surgeons and related professionals.
Objective To evaluate the efficacy of n-3 PUFAs (fish oil) for prevention of cardiovascular events. Methods Randomized controlled trials (RCTs) were searched from the following electronic databases: PubMed, EMbase, The Cochrane Library (Issue 1, 2009), CBM, and CNKI. Quality assessment and data extraction were conducted by two reviewers independently. Disagreement was resolved through discussion. All data were analyzed by using Review Manager 4.2 software. Results Five studies involving 37 689 participants met the inclusion criteria. Meta-analysis results showed that: 1) Compared with placebo, the incidence rates of the cardiovascular death (RR=0.91, 95% CI 0.84 to 0.98), cardiovascular events (RR=0.95, 95%CI 0.91 to 0.98), angina (RR=0.79, 95%CI 0.64 to 0.96), and myocardial infarction (RR=0.79, 95%CI 0.65 to 0.96) could be reduced by n-3 PUFAs (fish oil). 2) There were no significant differences in death from any cause, the hospitalization rates of cardiovascular disease, sudden death, and heart failure (RR=0.95, 95%CI 0.90 to 1.00; RR=0.97, 95%CI 0.93 to 1.02; RR=0.90, 95%CI 0.79 to 1.01; RR=0.98, 95%CI 0.91 to 1.06). 3) Compared with placebo, the incidence rates of the arrhythmia and stroke could be increased, but there were no significant differences (RR=1.14, 95%CI: 0.80 to 1.62; RR=1.12, 95%CI 0.97 to 1.30). Conclusion Compared with placebo, n-3 PUFAs (fish oil) has good effects on reducing the incidence rates of total cardiovascular events, cardiovascular death, myocardial infarction, and angina pectoris, and it has the same efficacy in death from all cause, sudden death, heart failure, and the hospitalization rates of cardiovascular disease. There are no significant differences in the increased rates of arrhythmia and stroke.
Cardiovascular disease is the leading cause of death worldwide, accounting for 48.0% of all deaths in Europe and 34.3% in the United States. Studies have shown that arterial stiffness takes precedence over vascular structural changes and is therefore considered to be an independent predictor of many cardiovascular diseases. At the same time, the characteristics of Korotkoff signal is related to vascular compliance. The purpose of this study is to explore the feasibility of detecting vascular stiffness based on the characteristics of Korotkoff signal. First, the Korotkoff signals of normal and stiff vessels were collected and preprocessed. Then the scattering features of Korotkoff signal were extracted by wavelet scattering network. Next, the long short-term memory (LSTM) network was established as a classification model to classify the normal and stiff vessels according to the scattering features. Finally, the performance of the classification model was evaluated by some parameters, such as accuracy, sensitivity, and specificity. In this study, 97 cases of Korotkoff signal were collected, including 47 cases from normal vessels and 50 cases from stiff vessels, which were divided into training set and test set according to the ratio of 8 : 2. The accuracy, sensitivity and specificity of the final classification model was 86.4%, 92.3% and 77.8%, respectively. At present, non-invasive screening method for vascular stiffness is very limited. The results of this study show that the characteristics of Korotkoff signal are affected by vascular compliance, and it is feasible to use the characteristics of Korotkoff signal to detect vascular stiffness. This study might be providing a new idea for non-invasive detection of vascular stiffness.
Objective To perform a systematic review on the safety (i.g. cardiovascular, mortality and gastrointestinal bleeding) of clopidogrel versus clopidogrel combined with proton pump inhibitors (PPIs) for the patients with coronary heart disease. Methods Such databases as The Cochrane Library, PubMed, EMbase, SSCI, VIP, CNKI, and CBM were searched from the date of their establishment to September 2010. The bibliographies of the retrieved articles were also checked. The data was extracted and evaluated by two reviewers independently. The RevMan 5.0 software was used for meta-analyses. Results A total of 29 studies were included. The results of meta-analyses showed that the use of clopidogrel combined with PPIs was associated with increasing the risk of cardiovascular events (RR=1.27, 95%CI 1.09 to 1.47), as well as myocardial infarction (RR=1.45, 95% CI 1.20 to 1.76), total mortality (RR=1.23, 95%CI 1.06 to 1.43), and rethrombosis (RR=1.37, 95%CI 1.01 to 1.86). However, there was no enough evidence to reach the conclusion that the combination use could benefit the situation of gastrointestinal bleeding (RR=0.84, 95%CI 0.47 to 1.50). Conclusion?Compared with clopidogrel, the combination use of clopidogrel and PPIs increases cardiovascular events, mortality, and the risks of myocardial infarction and rethrombosis. However, more clinical studies are required to assess the effect of reducing gastrointestinal bleeding.
Objective To evaluate the robustness of cardiovascular meta-analysis with use of fragility index. Methods By searching PubMed, EMbase, and Web of Science databases from 2018 to 2022, relevant literature on cardiovascular meta-analysis was systematically collected and the fragility indexes were calculated; Spearman correlation analysis was used to explore the relationship between fragility index and sample size, total number of events, effect size and its confidence interval width. Results A total of 212 meta-analyses from 29 articles were included, with a median fragility index of 11 (5, 25), a median sample size of 10301 (3384, 48330), and a median total number of events of 360 (129, 1309). Most meta-analyses chose relative risk as the effect measure (179/212), and chose Mantel-Haenszel method (102/212) and random effects model (153/212). The fragility index was positively correlated with the sample size (rs=0.56, P<0.05) and the total number of events (rs=0.61, P<0.05), and negatively correlated with confidence interval width of the effect size (rs=−0.52, P<0.05). No statistically significant results were obtained in the correlation between the fragility index and effect size. Conclusion The fragility indexes of cardiovascular meta-analyses published in comprehensive journals of high impact factors and professional cardiovascular journals are generally low, and therefore lack robustness. Fragility index is suggested to be reported in medical researches, assisting in explaining the P-value.
ObjectiveTo investigate the association between the stress-induced hyperglycemia ratio (SHR) and all-cause, cardiovascular, and diabetes-related mortality in patients with advanced cardiovascular-kidney-metabolic (CKM) syndrome, and to evaluate the value of SHR as an independent prognostic marker. MethodsThis retrospective cohort study used data from the 1999–2018 U.S. National Health and Nutrition Examination Survey (NHANES). A total of 2 135 patients with advanced CKM (stages 3 and 4) were included. Kaplan-Meier analysis and multivariable Cox regression models were applied to assess the relationship between SHR and mortality outcomes. Restricted cubic spline (RCS) analysis was employed to explore potential non-linear associations. Subgroup analyses were conducted to identify possible effect modifiers. ResultsOver a mean follow-up of 248 months, 674 all-cause, 198 cardiovascular, and 31 diabetes-related deaths occurred. Elevated SHR was significantly associated with diabetes-related mortality (HR=3.48, P<0.001) in a dose-response manner. SHR exhibited a U-shaped relationship with both all-cause and cardiovascular mortality (non-linearity P<0.001), indicating increased risk at both low and high SHR levels. Subgroup analyses revealed that sex, BMI, and hyperlipidemia significantly modified the association between SHR and diabetes-related death. ConclusionSHR is an independent predictor of mortality risk in patients with advanced CKM syndrome, particularly for diabetes-related death. These findings support the integration of SHR into risk stratification of high-risk CKM populations and provide a basis for metabolic stress-targeted interventions.
ObjectiveTo systematically review the effectiveness and safety of bupropion for smoking cessation in smokers with cardiovascular disease. MethodsDatabases including The Cochrane Library, PubMed, EMbase, Web of Science, CBM, CNKI, WanFang Data and VIP databases were electronically searched from inception to February 23rd, 2013. Randomized controlled trials (RCTs) on bupropion versus placebo for smoking cessation in smokers with cardiovascular disease were included. Two reviewers independently screened literature according to the inclusion and exclusion criteria, extracted the data, and assessed the methodological quality of included studies. Meta-analysis was performed by using RevMan 5.1 software. ResultsIn total, 4 studies involving 1 415 patients were finally included. The results of metaanalyses indicated that, compared with placebo, bupropion significantly increased the point prevalence abstinence rate at 3 months (RR=1.79, 95%CI 1.14 to 2.83, P=0.01). However, the point prevalence abstinence rates at 6 months (RR=1.81, 95%CI 0.77 to 4.24, P=0.18) and 12 months (RR=1.46, 95%CI 0.94 to 2.27, P=0.10), and the continuous abstinence rates at 3 months (RR=1.48, 95%CI 0.89 to 2.47, P=0.13), 6 months (RR=1.41, 95%CI 0.79 to 2.51, P=0.25), and 12 months (RR=1.43, 95%CI 0.93 to 2.17, P=0.10) were similar in the two groups. The use of bupropion did not increase all-cause mortality (RR=1.13, 95%CI 0.49 to 2.56, P=0.78) and the incidence of cardiovascular events (RR=1.25, 95%CI 0.95 to 1.64, P=0.11). ConclusionBupropion is safe to use in smokers with cardiovascular disease. Although bupropion could increase the point prevalence abstinence rate at 3 months, it is not effective for long-term smoking cessation. Due to the limited quantity and quality of the included studies, more large-scale high-quality RCTs are required to verify the aforementioned conclusion.
ObjectiveTo systematically evaluate the efficacy and safety of Polypill on cardiovascular risk factors. MethodSuch databases as Embase, Cochrane Library, PubMed, Web of Science, China National Knowledge Infrastracture, WanFang, and China Biology Medicine Disc were searched from their establishment to May 2015 for randomized controlled trials on the efficacy and safety of Polypillon on cardiovascular risk factors. Meta-analyses were performed by using the RevMan 5.2 software. ResultsSix studies were included which all came from overseas including 1 155 patients treated with Polypill and 1 149 treated with placebo or single or combined medicaiton. The meta-analysis showed that:when compared with the controls, Polypills could significantly reduce systolic blood pressure[WMD=-9.39 mm Hg (1 mm Hg=0.133 kPa), 95%CI (-14.44, -4.33) mm Hg, P=0.0003], diastolic blood pressure[WMD=-5.32 mm Hg, 95%CI (-8.10, -2.55) mm Hg, P=0.0002], total cholesterol[WMD=-1.11 mmol/L, 95%CI (-1.48, -0.74) mmol/L, P<0.00001], and low density lipoprotein[WMD=-0.91 mmol/L, 95%CI (-1.25, -0.57) mmol/L, P<0.00001]. However, those who took Polypill were easier to discontinue medication [OR=1.49, 95%CI (1.19, 1.87), P=0.0005]. In the respect of adverse effects, there was no significant difference between the two groups[OR=1.47, 95%CI (0.67, 3.25), P=0.34]. ConclusionsThe efficacy of Polypill on cardiovascular risk factors is obvious. Polypills can significantly reduce blood pressure and lipids. Tolerability is lower in those taking Polypills, but the difference is minor. There is no significant difference in the respect of adverse effects.
Objective To explore the effects of lecture-based learning (LBL), problem-based learning (PBL) or combination of both on the cardiovascular system anatomy teaching. Methods Nine classes majoring in clinical medicine of Grade 2009 were randomly divided into the LBL class, the PBL class and the PBL combined with LBL class. The examination scores and questionnaire were used to evaluate the teaching effect. Results The students of LBL class did well in the objective questions test, but badly in case analysis. On the contrary, the students of PBL class did well in case analysis, but were weak in objective questions test. However, the students of PBL combined with LBL class could get good grades in both of them. Questionnaire showed that the PBL teaching method, PBL and LBL combined method could improve their communicative ability, learning motivation, comprehensive analysis ability, language skills and so on. Conclusion Combination of PBL and LBL not only enhances students’ memories about the anatomic knowledge, but also helps students practice efficiently what they learned to analyze clinical cases. Furthermore, the method of PBL combined with LBL improves, to a certain extent, students’ comprehensive quality.