Objective To analyze main influencing factors of hospitalization expenses by support vector machine modeling,and explore effective influence factors analysis methods of medical expenses. Methods Random selection of six hospitals in Zhejiang province.Using hospital electronic medical record system of the hospitals and selecting three kinds of typical diseases of internal medicine and surgery,to build the support vector machine model,BP neural network model,and multiple linear regression model for comparison of analysis results.The SVM model is used to analyze three various diseases.Results The support vector machine model based on radial basis kernel function scored the highest prediction accuracy on the hospitalization expenses,up to 96.07%.In a mixed analysis of different diseases,analysis results of all three models pointed the main influence factors of hospitalization expense as days of stay,disease types,and hospital coding for the surgery.In the analysis by diseases individually,the influencing factors, though varying with diseases, key factors remain the same. Conclusion The support vector machine in the influence factor analysis is feasible in hospitalization expenses.According to the analysis results,the single disease payment system can be made rationally, which can effectively control excessive growth of medical expenses.

ObjectiveTo probe into the influence of the zero price margin for drugs on the revenue-expenditure structure at primary healthcare organizations.MethodsOne of the pilot districts experimenting with this system in Ningbo city was earmarked as the research object.Within this district,the data of their revenue,expenditure and surplus were collected from 20 primary healthcare organizations prior to and after the zero price margin for drugs was in place for classification analysis.ResultsThe percentage of service revenue among the total revenue has dropped from 68.34％ before the system was in place to 65.44％ after,reducing 4.24％.The percentage of drug revenue has dropped from 71.68％ before to 63.57％ after,reducing 11.31％.The percentage of service surplus has dropped from 15.81％ before to - 23.07％ after,reducing 245.94％.The total standard workload has increased 61.77％.Average medical expense per outpatient and per inpatient has reduced 32.85％ and 57.18％,from 71.44yuan and 2642.08 yuan before to 48.33 yuan and 1131.28 yuan after respectively.ConclusionThe deficit rise and higher percentage of drug revenue at primary healthcare organizations deserve attention.A comprehensive reform is recommended to establish a regular government financial support mechanism,further adjust the revenue-expenditure structure,set up the system of rational drug use,and effectively reduce the medical expense of patients.

Objective To evaluate value of multi-indexes of real-time myocardial contrast echocardiography (RT-MCE) for the detection of coronary artery disease(CAD). Methods A total of 35 patients scheduled for coronary angiography underwent RT-MCE, and were undergone gated single photon emission computed tomography(gated-SPECT) after RT-MCE shortly. Coronary angiography was performed within one week of RT-MCE in all patients. All patients were divided CAD and no-CAD group. The observing indexes included: (1)The images of RT-MCE were analyzed quantitatively from microbubble replenishment curves for myocardial perfusion by using the Qlab software; A,β and A×β were compared between two groups. The sensitivity and specificity of RT-MCE for detection of CAD were performance by ROC curves Gensini score were calculated in 22 patients. Then the correlation analysis was used for comparing the value of A,β and A×β with Gensini score. (2) The sensitivity and specificity of gated-SPECT and RT-MCE for assessment of CAD were calculated by 4 score method. (3) RT-MCE for the detection of coronary artery stenosis with multi-indexes. Results (1) A,β and A×β were significant difference between two groups. The cutoff of A,β and A×β was 4. 58,0. 64 and 2. 73,then the sensitivity and specificity of RT-MCE for detection of CAD were 86. 0% , 80. 2% , 88. 9% and 84.1 % , 64. 6% , 79. 9 % , respectively. The correlation index was - 0. 79, - 0. 51 and - 0. 76 comparing the results of A, β and A ×β with Gensini. (2) The sensitivity and specificity of gated-SPECT for assessment of CAD were 84. 8 % and 82. 7% ,respectively. (3) The sensitivity of multi-indexes RT-MCE increased, the sensitivity was 89. l%,90. 4% and 96.3% when combinated A and β,A and A×β,and β and A×β, respectively. Conclusions RT-MCE with multi-indexes has a valuable application for assessment of CAD. The severity of CAD could be evaluated by RT-MCE.

Objective To observe the clinical effect and safety of Wenxin formula in the treatment of stable coronary heart disease angina patients with Syndrome of Yang deficiency with stagnation of the Blood and retention of Phlegm (SYBP). Methods A total of 65 stable coronary heart disease angina patients with SYBP were randomly assigned to the trial group and the control group (34 in the trial group and 31 in the control group). The trial group was treated with Wenxin formula, while the control group was treated with atorvastatin. The treatment lasted 4 weeks. The therapeutic effects on angina, reduction of Nitroglycerin, changes of electrocardiogram (ECG) and TCM syndrome score were observed before and after treatment.ResultsAfter treatment, the trial group had a similar effect with the control group in the aspects of the therapeutic effects on angina, reduction of Nitroglycerin and the ECG change. There was no statistical difference between the two groups (P>0.05). The changes of TCM syndrome score in the trial group was superior to the control group (P<0.05). The total effective rates of the trial group and the control group were 88.2% and 74.2%. The significant efficiency of the treatment group (29.41%) was significantly superior to the control group (9.68%) (P<0.05). No adverse reaction occurred during the therapeutic course.Conclusions The Wenxin formula was safe and effective in the treatment of stable coronary heart disease angina patients with SYBP.

Objective To investigate the effects of puerarin(Pur)on myocardial perfusion and ventricular wall motion in patients withacute coronary syndrome(ACS).Methods Thirty-seven patients with ACS were randomly divided into two groups:conventionaltreatment group(n=17,11 males,range of age:32-80 years,average age:60.9±4.9 years)and Purtreatment group(n=20,12 males,rangeof age:40-76 years.average age:62.7±3.5 years).Patients in the conventional treatment group received standard treatment according tothe current guidelines,while patients in the Pur treatment group received intravenous administration of Pur(500 mg/day)for 10 daysplus conventional treatment.Real-time myocardial contrast echocardiography (RT-MCE) was performed to evaluate the change inmyocardial perfusion index (MPI)and veiltricular wall motion index(VWMI)at admission and 10 days after treatment.Results At10 days after treatment,MPI was significantly higher(P＜0.01)and VWMI significantly lower(P＜0.01)in the Pur group comparingwith those in the conventional group.Conclusions Puerarin might improve myocardial microcirculation perfusion and ventricularwall motion in patients with ACS.

AIM:To investigate the effects of Akt1 gene transfection into myocardium after ischemia-reperfusion (I/R) on mitochondrial permeability transition. METHODS:Forty adult male SD rats were divided randomly into five groups with 8 rats each:control group,I/R group,Ad-gene group,Ad-blank group and Ad-inhibitor group. The rats in Ad-gene group were injected with 30 μL Lipofectamine 2000 solution including Akt1 gene to the myocardium 48 h before ischemia while those in control group and I/R group were injected with PBS of the same volume. Rats in Ad-blank group were injected with Lipofectamine 2000 of the same volume into myocardium. In Ad-inhibitor group 30 μL Lipofectamine 2000 and gene complexes with LY294002 were injected. Hemodynamics,apoptotic index,the concentrations of lactate dehydrogenase,creatine kinase,the expression of Akt1,cytosolic,mitochondrial cytochrome C and MPT were also measured. RESULTS:The lowest level of Akt1 protein expression was observed in control group. The protein expression of Akt1 in Ad-gene group was higher than that in I/R group,Ad-blank group and Ad-inhibitor group. The AI,LDH and CK in Ad-gene group were significantly lower than those in other groups except control group. Transfection of Akt1 markedly reduced the loss of mitochondrial cytochome C after I/R injury. Ad-gene transfection led to a significant increase in absorbance at 540 nm compared to I/R group,Ad - black group and Ad-inhibitor group (P<0.05). CONCLUSION:Akt1 gene prevents myocardial apoptosis after I/R injury. Akt1 gene also inhibits the opening of mitochondria permeability transition and protects mitochondrial functions of myocardium in I/R injury.

Objective To investigate the predictive value of systemic immune-inflammation index(SII)and N-terminal pro-brain natriuretic peptide(NT-proBNP)level in elderly patients with acute ST-segment elevation myocardial infarction(STEMI)developing contrast-induced acute kidney injury(CIAKI)after PCI.Methods A total of 1085 elderly STEMI patients undergoing emergency PCI in the Affiliated Hospital of Xuzhou Medical University from January 2018 to March 2023 were consecutively recruited as a training set,and another 287 elderly STEMI pa-tients receiving emergency PCI in the East Branch of the Affiliated Hospital from January 2021 to June 2023 were included as a verification set.According to the diagnostic criteria of CIAKI,they were divided into CIAKI group(n=95)and non-CIAKI group(n=990).Based on the results of restricted cubic spline(RCS)analysis,the patients from the training set were assigned into low-risk subgroup(n=292),moderate-risk group(n=515)and high-risk group(n=278).Multivari-ate logistic regression analysis was used to analyze the independent risk factors of CIAKI in elder-ly STEMI patients after PCI,and ROC curve was plotted to analyze the predictive value of combi-nation of SII and NT-proBNP.The risk of CIAKI was compared among the patients at different risk grades.Results Age,SII,baseline serum creatinine,NT-proBNP,fasting blood glucose and use of diuretics were independent risk factors for CIAKI after primary PCI in elderly STEMI patients(P＜0.05,P＜0.01).The AUC value of SII combined with NT-proBNP in predicting CIAKI was 0.801(95％CI:0.761-0.842,P＜0.01),with a sensitivity of 83.2％and a specificity of 67.5％,both superior to that of SII or NT-proBNP alone.RCS analysis revealed an increased risk of CIAKI at SII ≥1084.97 × 109/L and NT-proBNP ≥296.12 ng/L.The incidence of CIAKI was increased with the increase of risk grades(1.71％vs 6.41％vs 20.50％).Conclusion SII and NT-proBNP are independent risk factors for CIAKI after emergency PCI in elderly STEMI pa-tients.And their combination has better predictive value for CIAKI.

Rats ; Animals ; Myocardial Reperfusion Injury/metabolism* ; Luteolin/metabolism* ; Down-Regulation ; Rats, Sprague-Dawley ; MicroRNAs/metabolism* ; Reperfusion Injury ; Apoptosis