Real-World Evidence in Localized Pancreatic: Coping with Uncertainty in Unselected Populations

Background: Localized pancreatic cancer, including resectable (R), borderline resectable (BR) and locally advanced unresectable disease (LAU), is considered in clinical guidelines for diverse treatment options based on clinical trials in selected populations. Hence, exploring with real world evidence (RWE) clinicians’ preferences for treatment options and their results seems pertinent. Methods: In a set of consecutive patients with localized pancreatic cancer assisted in a third level hospital from January 2013 to December 2022, medical records, symptoms, diagnostic process, distribution between subtypes, and treatment plans, with safety and efficacy results, were assessed. Results: A total of 152 patients with localized disease were included (43.4% R, 21.0% BR, 33.6% LAU). The population characteristics exemplified differences between daily practice and clinical trials. Tumor location and symptoms were as expected. Treatment plan was conditioned by PS or comorbidities in 23.0% of patients. In patients with R disease, surgery followed by different adjuvant chemotherapy (CT) regimes was the antineoplastic treatment of choice (64.8%) with efficacy results (OS 37.5 months;95% CI 18.4 - 56.7), in the range of contemporary standards. The common use of neoadjuvant CT for BR disease (94.4%), with surgery in 50% of them, and its results (OS 30.8 months;95% CI 10.5 - 51.2) reflected current controversies of treatment recommendations and evolution in this scenario. Paliative CT with or without radiotherapy was the standard specific treatment in LAU disease (95.1%) with survival results (PFS: 10.8 months;95% CI 8.8 - 12.7. OS: 20.3 months;95% CI 13.5 - 27.2) that justify the distinct character and the specific study of this entity. Conclusion: RWE for localized pancreatic cancer aroused from the analysis of this population confirms the distinct nature of patients assisted in daily practice, as well as mirrors the complexity of decision making in clinical assumptions in which achieving stronger evidence should be paramount.

Study on the Connotation and Application of Real World Evidence

Objective To define the concepts and characteristics of real world data(RWD),real world research,real world evidence(RWE)and other related terms so as to better apply RWE to serve the whole life cycle monitoring of pharmaceutical products.Besides,some reference can be provided for drug supervision and medical services to further standardize the clinical application of drugs.Methods Through literature retrieval at home and abroad,the development process of exploring RWE in Europe and America was briefly introduced,and its development status in China was compared and analyzed as well.The application fields of RWE were explored based on the whole life cycle of drugs.Results and Conclusion RWE can provide proof for drug life cycle regulatory evaluation.Some European countries and the United States gradually apply RWE to regulatory decision-making and related policy research.Due to its bright prospect,China is also strengthening the expansion of RWE application fields and exploring its use in-depth.

Integrated strategies for chemotherapy cycles in nasopharyngeal carcinoma patients: Real-world data from two epidemic centers guiding decision-making

objective:Two cycles of induction chemotherapy(IC)followed by 2 cycles of platinum-based concurrent chemoradiotherapy(CCRT)(2IC+2CCRT)for locoregionally advanced nasopharyngeal carcinoma(LA-NPC)is widely adopted but not evidence-confirmed.This study aimed to determine the clinical value of 2IC+2CCRT regarding efficacy,toxicity and cost-effectiveness.Methods:This real-world study from two epidemic centers used propensity score matching(PSM)and inverse probability of treatment weighting(IPTW)analyses.The enrolled patients were divided into three groups based on treatment modality:Group A(2IC+2CCRT),Group B(3IC+2CCRT or 2IC+3CCRT)and Group C(3IC+3CCRT).Long-term survival,acute toxicities and cost-effectiveness were compared among the groups.We developed a prognostic model dividing the population into high-and low-risk cohorts,and survivals including overall survival(OS),progression-free survival(PFS),distant metastasis-free survival(DMFS)and locoregional relapse-free survival(LRRFS)were compared among the three groups according to certain risk stratifications.Results:Of 4,042 patients,1,175 were enrolled,with 660,419,and 96 included in Groups A,B and C,respectively.Five-year survivals were similar among the three groups after PSM and confirmed by IPTW.Grade 3-4 neutropenia and leukocytopenia were significantly higher in Groups C and B than in Group A(52.1%vs.41.5%vs.25.2%;41.7%vs.32.7%vs.25.0%)as were grade 3-4 nausea/vomiting and oral mucositis(29.2%vs.15.0%vs.6.1%;32.3%vs.25.3%vs.18.0%).Cost-effective analysis suggested that 2IC+2CCRT was the least expensive,while the health benefits were similar to those of the other groups.Further exploration showed that 2IC+2CCRT tended to be associated with a shorter PFS in high-risk patients,while 3IC+3CCRT potentially contributed to poor PFS in low-risk individuals,mainly reflected by LRRFS.Conclusions:In LA-NPC patients,2IC+2CCRT was the optimal choice regarding efficacy,toxicity and costeffectiveness;however,2IC+2CCRT and 3IC+3CCRT probably shortened LRRFS in high-and low-risk populations,respectively.

Vedolizumab for inflammatory bowel disease:from randomized controlled trials to real-life evidence

The biologic antitumor necrosis factor alpha(anti-TNFα) agents have revolutionised the treatment of inflammatorybowel disease(IBD). However,some patients experience primary nonresponse,loss of response,or intolerance. Therefore,introducing a newer class of therapy with a mechanism of action that acts on different inflammatory pathways involved in IBD pathogenesis is appealing. Vedolizumab is a fully humanised monoclonal antibody that selectively targets α4β7 integrin. Based on the results of the pivotal clinical GEMINI trials,vedolizumab was approved for the treatment of adult patients with moderately to severely active ulcerative colitis(UC) and Crohn's disease(CD) refractory or intolerant to either conventional therapy or TNFα inhibitors. This review describes the efficacy,safety,and tolerability of vedolizumab reported in both randomized,controlled,clinical trials and from real-world experience in patients with UC and CD in order to identify its place in treatment algorithms for IBD.

《Real World Ecology:Large-scale and Long-term Case Studies and Methods》简介

如今人类的生存环境正迅速恶化,可持续发展需求日益迫切。在这双重因素的驱动下,生态学得到了空前的发展,经历了史无前例的研究目标和方法的变革与飞跃——将理论与应用生态学紧密结合,更加关注实际环境问题和回答真实的生态学现象。

Smear-Negative Multidrug-Resistant Tuberculosis a Significance Hidden Problem for MDR-TB Control: An Analysis of Real World Data

Purpose: The drug resistance pattern in tuberculosis (TB) is still under investigated. We analyzed the clinical data from the patients with smear positive TB and applied the model to predict the patients with smear-positive TB. Materials and Methods: Medical records information of 6977 cases was included from 11,950 inpatients from January 2009 to November 2013. The cases data were divided into a training set, test set and prediction set. Logistic regression analysis was applied to the training set data to establish a prediction classification model, the effect of which was then evaluated using the test set by receiver operating characteristic (ROC) analysis. The model was then applied to the prediction set to identify incidence of snMDR-TB. Results: Sixteen factors which correlate with MDR-TB-including frequency of hospitalization, province of origin, anti-TB drugs, and complications, were identified from the comparison between SP-TB and spMDR-TB. The area under the ROC curve (AUC) of the prediction model was 0.752 (sensitivity = 61.3%, specificity = 83.3%). The percentage of all inpatients with snMDR-TB (snMDR-TB/Total) was 28.7% ± 0.02%, while that of all SN-PTB with snMDR-TB (snMDR-TB/SN-PTB) was 26.5% ± 0.03%. The ratio of snMDR-TB to MDR-TB (snMDR-TB/MDR-TB) was 2.09 ± 0.33. Conclusion: snMDR-TB as an important source of MDR-TB is a significant hidden problem for MDR-TB control and can be identified by the prediction model. A kind of vicious circle with a certain delay effect exists between snMDR-TB and MDR-TB. To better control MDR-TB, it is necessary to pay greater attention to snMDR-TB, conduct further research and develop targeted therapeutic strategies.

Real world effectiveness of PCSK-9 inhibitors combined with statins versus statins-based therapy among patients with very high risk of atherosclerotic cardiovascular disease in China(RWE-PCSK study)

BACKGROUND The efficacy and safety of proprotein convertase subtilisin/kexin type 9(PCSK-9) inhibitors were confirmed by several clinical trials, but its effectiveness in routine clinical practice in China has not been evaluated. This study aims to describe the real world effectiveness of PCSK-9 inhibitors combined with statins compared with statins-based therapy among patients with very high risk of atherosclerotic cardiovascular disease(ASCVD).METHODS This is a multi-center observational study, enrolled patients from 32 hospitals who underwent percutaneous coronary intervention(PCI) from January to June in 2019. There are 453 patients treated with PCSK-9 inhibitors combined with statins in PCSK-9 inhibitor group and 2,610 patients treated with statins-based lipid lowering therapies in statins-based group. The lipid control rate and incidence of major adverse cardiovascular events(MACE) over six months were compared between two groups.A propensity score-matched(PSM) analysis was used to balance two groups on confounding factors. Survival analysis using Kaplan-Meier methods was applied for MACE.RESULTS In a total of 3,063 patients, 89.91% of patients had received moderate or high-intensity statins-based therapy before PCI, but only 9.47% of patients had low-density lipoprotein cholesterol(LDL-C) levels below 1.4 mmol/L at baseline. In the PSM selected patients, LDL-C level was reduced by 42.57% in PCSK-9 inhibitor group and 30.81%(P < 0.001) in statins-based group after six months. The proportion of LDL-C ≤ 1.0 mmol/L increased from 5.29% to 29.26% in PCSK-9 inhibitor group and 0.23% to 6.11% in statins-based group, and the proportion of LDL-C ≤ 1.4 mmol/L increased from 10.36% to 47.69% in PCSK-9 inhibitor group and 2.99% to 18.43% in statins-based group(P < 0.001 for both). There was no significant difference between PCSK-9 inhibitor and statins-based treatment in reducing the risk of MACE(hazard ratio = 2.52, 95% CI: 0.49-12.97, P = 0.250).CONCLUSIONS In the real world, PCSK-9 inhibitors combined with statins could significantly reduce LDL-C levels among patients with very high risk of ASCVD in China. The long-term clinical benefits for patients received PCSK-9 inhibitor to reduce the risk of MACE is still unclear and requires further study.

Real-world vehicle emission factors in Chinese metropolis city—Beijing

The dynamometer tests with different driving cycles and the real-world tests are presented. Results indicated the pollutants emission factors and fuel consumption factor with ECE15+EUDC driving cycle usually take the lowest value and with real world driving cycle occur the highest value, and different driving cycles will lead to significantly different vehicle emission factors with the same vehicle. Relative to the ECE15+EUDC driving cycle, the increasing rate of pollutant emission factors of CO, NOx and HC are -0.42—2.99, -0.32 —0.81 and -0.11—11 with FTP75 testing, 0.11—1.29, -0.77—0.64 and 0.47—10.50 with Beijing 1997 testing and 0.25—1.83, 0.09—0.75 and -0.58—1.50 with real world testing. Compared to the carburetor vehicles, the retrofit and MPI+TWC vehicles' pollution emission factors decrease with different degree. The retrofit vehicle(Santana) will reduce 4.44%—58.44% CO, -4.95%—36.79% NOx, -32.32%—33.89% HC, and -9.39%—14.29% fuel consumption, and especially that the MPI+TWC vehicle will decrease CO by 82.48%—91.76%, NOx by 44.87%—92.79%, HC by 90.00%—93.89% and fuel consumption by 5.44%—10.55%. Vehicles can cause pollution at a very high rate when operated in high power modes; however, they may not often operate in these high power modes. In analyzing vehicle emissions, it describes the fraction of time that vehicles operate in various power modes. In Beijing, vehicles spend 90% of their operation in low power modes or decelerating.

Intravitreal triamcinolone acetonide： a ＂real world＂ analysis of visual acuity, pressure and outcomes

Dear Sir,Triamcinolone acetonide（TA）is worldwide available therapeutic agent that is commonly used throughout medicine.TA remains a safe and important ophthalmic therapeutic agent even after the advent of angiogenesis inhibitors[1-2].

BRAIN INJURY BIOMECHANICS IN REAL WORLD VEHICLE ACCIDENT USING MATHEMATICAL MODELS

This paper aims at investigating brain injury mechanisms and predicting head injuries in real world accidents. For this purpose, a 3D human head finite element model （HBM-head） was developed based on head-brain anatomy. The HBM head model was validated with two experimental tests. Then the head finite element（FE） model and a multi-body system （MBS） model were used to carry out reconstructions of real world vehicle-pedestrian accidents and brain injuries. The MBS models were used for calculating the head impact conditions in vehicle impacts. The HBM-head model was used for calculating the injury related physical parameters, such as intracranial pressure, stress, and strain. The calculated intracranial pressure and strain distribution were correlated with the injury outcomes observed from accidents. It is shown that this model can predict the intracranial biomechanical response and calculate the injury related physical parameters. The head FE model has good biofidelity and will be a valuable tool for the study of injury mechanisms and the tolerance level of the brain.

Using real world data to assess cardiovascular outcomes of two antidiabetic treatment classes

AIM To evaluate the effect on cardiovascular outcomes of sodium-glucose co-transporter-2(SGLT2) inhibitors in a real world setting by analyzing electronic medical records.METHODS We used Tri Net X, a global federated research network providing statistics on electronic health records(EHR). The analytics subset contained EHR from approximately 38 Million patients in 35 Health Care Organizations in the United States. The records of 46,909 patients who had taken SGLT2 inhibitors were compared to 189,120 patients with dipeptidyl peptidase(DPP) 4 inhibitors. We identified five potential confounding factors and built respective strata: elderly, hypertension, chronic kidney disease(CKD), and co-medication with either insulin or metformin. Cardiovascular events were countedas stroke(ICD10 code: I63) or myocardial infarction(ICD10: I21) occurring within three years after the first instance of the respective medication in the patients' records.RESULTS Of the 46909 patients with SGLT2 inhibitors in their EHR, 1667 patients(3.6%) had an ICD code for stroke or for myocardial infarction within the first three years after the first instance of the medication. In the control group, there were 10680 events of 189120 patients(5.6%), which represents a risk ratio of 0.63(95%CI: 0.60-0.66). The overall incidence of stroke or myocardial infarction in the strata with a potential confounding risk factor reached from 4.9% in patients taking metformin to 12.5% in the stratum with the highest risk(concomitant CKD). In all strata, the difference in risk of experiencing a cardiovascular event was similarly in favor of SGLT2 vs control, with Risk Ratio ranging from 0.62 to 0.81.CONCLUSION Real world data replicated the results from randomized clinical trials, confirmed the cardiovascular advantages of SGLT2 inhibitors, and showed its applicability to the US population.

The applications of Bayesian models in real-world studies of traditional Chinese medicine:a primer

真实世界研究适用于中医药领域.目前,尚无公认的用于真实世界研究的统计分析方法.随着计算机技术的发展,贝叶斯统计越来越受到生物医学领域的重视.本文在介绍贝叶斯统计和真实世界研究的基础上,讨论了在中医药领域的真实世界研究中使用贝叶斯模型的注意事项和面临的挑战.

The choice of a neoadjuvant chemotherapy cycle for breast cancer has significance in clinical practice: results from a population-based, real world study

Objective:Neoadjuvant chemotherapy(NAC)is currently used in both early stage and locally advanced breast cancers.The survival benefits of standard vs.non-standard NAC cycles are still unclear.This study aimed to investigate the relationship between NAC cycles and survival based on real world data.Methods:We identified patients diagnosed with invasive primary breast cancers who underwent NAC followed by surgery.Patients who received at least 4 NAC cycles were defined as having received standard cycles,while patients who received less than 4 NAC cycles were defined as having received non-standard cycles.Kaplan-Meier curves and Cox proportional hazard models were used to estimate the disease-free survival(DFS)and overall survival(OS).Results:Of the 1,024 included patients,700 patients received standard NAC cycles and 324 patients received non-standard NAC cycles.The DFS estimates were 87.1%and 81.0%(P=0.007)and the OS estimates were 90.0%and 82.6%(P=0.001)in the standard and non-standard groups,respectively.Using multivariate analyses,patients treated with standard NAC cycles showed significant survival benefits in both DFS[hazard ratio(HR):0.62,95%confidence interval(CI):0.44–0.88]and OS(HR:0.54,95%CI:0.37–0.79).Using stratified analyses,standard NAC cycles were associated with improved DFS(HR:0.59,95%CI:0.36–0.96)and OS(HR:0.49,95%CI:0.28–0.86)in the HER2 positive group.Similar DFS(HR:0.50,95%CI:0.25–0.98)and OS(HR:0.45,95%CI:0.22–0.91)benefits were shown for the triple negative group.Conclusions:Standard NAC cycles were associated with a significant survival benefit,especially in patients with HER2 positive or triple negative breast cancer.

Interferon-free treatments in patients with hepatitis C genotype 1-4 infections in a real-world setting

AIM To investigated the real-world effectiveness and safety of various regimens of interferon-free treatments in patients infected with hepatitis C virus(HCV).METHODS We performed an observational study to analyze different antiviral treatments administered to 462 HCV-infected patients, of which 56.7% had liver cirrhosis. HCV RNA after 4 wk of treatment and at 12 wk after treatment sustained virologic response(SVR) as well as serious adverse events(SAEs) was analyzed first for the whole cohort and then separately in patients who met or did not meet the inclusion criteria of a clinical trial(CT-met and CT-unmet, respectively).RESULTS The most frequently prescribed treatment was simeprevir/sofosbuvir(36.4%), followed by sofosbuvir/ledipasvir(24.9%) and ombitasvir/paritaprevir/ritonavir(r)/dasabuvir(19.9%). Ribavirin(RBV) was administered in 198 patients(42.9%). SVRs occurred in 437/462 patients(94.6%). The SVRs ranged between 93.3% and 100% for genotypes 1-4. SVRs were achieved in 96.2% patients in the CTmet group vs 91.9% patients in the CT-unmet group(P = 0.049). Undetectable HCV RNA at week 4 occurred in 72.9% of the patients. In the univariate analysis, the factors associated with SVRs were lower liver stiffness, absence of cirrhosis, higher platelet count, higher albumin levels, no RBV dose reduction, undetectable HCV RNA at week 4 and CT-met group. In the multivariate analysis, only albumin was an independent predictor of treatment failure(P = 0.04). Eleven patients(2.4%) developed SAEs; 5.2% and 0.7% of the patients in the CT-unmet and CT-met groups, respectively(P = 0.003).CONCLUSION A high proportion of patients with HCV infection achieved SVRs. For patients who did not meet the CT criteria, treatment regimens must be optimized.

Analysis of the Real-world Efficacy of Lianhua Qingwen Capsule(莲花清瘟胶囊)in the Treatment of Upper Respiratory Tract Infection

Objective:To explore the efficacy of Lianhua Qingwen Capsule(莲花清瘟胶囊)on upper respiratory tract infection,to understand the impact of Lianhua Qingwen Capsule(莲花清瘟胶囊)on the treatment outcome of upper respiratory tract infection,and provide reference for rational clinical drug use.Methods:The HIS database based on 18 large third-grade class-A hospitals was selected to match 1:1 for upper respiratory tract infection patients using and without Lianhua Qingwen Capsule(莲花清瘟胶囊)according to certain standards.The recombination of treatment outcome as"recovery"and"improvement"in the database was defined as effective treatment,"ineffectiveness","death"and"other"as ineffectivetreatment populations,and the effectiveness of treatment outcomes in the remerged 2 groups was compared by propensity score method.Results:After matching,454 cases were in both the patients treated by(experimental group)and without(control group)Lianhua Qingwen Capsule(莲花清瘟胶囊).Analysis was performed by three Logistic regression methods,all showing regression coefficients greater than 0 and statistically significant differences(P<0.05).Conclusion:Patients with upper respiratory tract infection treated by Lianhua Qingwen Capsule(莲花清瘟胶囊)are more effective than that without Lianhua Qingwen Capsule(莲花清瘟胶囊),it can improve the clinical efficacy of patients with upper respiratory tract infection。

Real-world evaluation of upfront docetaxel in metastatic castrationsensitive prostate cancer

BACKGROUND The majority of patients with newly diagnosed metastatic prostate cancer(PC)initially respond to androgen deprivation therapy(ADT)and are classified as metastatic castration-sensitive PC(mCSPC).Following months to years of ADT,the disease tends to become resistant to ADT.Recent randomized phase-III trials demonstrated a survival benefit with the addition of upfront docetaxel to ADT in mCSPC.Following its implementation in routine care,this combined treatment strategy requires more detailed evaluation in a real-world setting.AIM To assess the real-world outcome and safety of upfront docetaxel treatment in mCSPC.METHODS A multicenter retrospective cohort study in the Southeast Health Care Region of Sweden was performed.This region includes approximately 1.1 million citizens and the oncology departments of Linköping,Jönköping,and Kalmar.All patients given upfront docetaxel for mCSPC from July 2015 until December 2017 were included.The primary endpoint was progression-free survival(PFS)at 12 mo,and the secondary endpoints were PFS at 24 mo,overall survival(OS),treatment intensity,adverse events,and unplanned hospitalizations.Exploratory analyses on potential prognostic parameters were performed.RESULTS Ninety-four patients were eligible and formed the study cohort.PFS at 12 and 24 mo was 75%(95%CI:66–84)and 58%(46–70),respectively.OS at 12 and 24 mo was 93%(87–99)and 86%(76–96).A total of 91%of patients(n=86)were given docetaxel according to the standard protocol of 75 mg/m2 every 3 wk(6 cycles),while 9%(n=8)received a modified protocol of 50 mg/m2 every 2 wk(9 cycles).The average overall dose intensity for those commencing standard treatment was 91%.Univariate Cox regression analyses show that baseline PSA>180 vs<180 and the presence of distant metastases vs locoregional lymph node metastases were only negative prognostic factors(HR 2.86,95%CI:1.39–5.87,P=0.0041 and 3.36,95%CI:1.03–10.96,P=0.045).Following multivariate analysis,statistical significance remained for PSA(2.51,95%CI:1.21–5.19,P=0.013)but not for metastatic status(2.60,95%CI:0.78–8.65,P=0.12).Febrile neutropenia was recorded in 21%(n=20)of patients,and 26%(n=24)had at least one episode of unplanned hospitalization under and up to 30 d after the treatment course.CONCLUSION Results from this study support the implementation of upfront docetaxel plus ADT as part of the standard of care treatment strategy in mCSPC.

Effectiveness of Shengmai Injection on angina pectoris based on real-world propensity score method

Objective:Shengmai injection is a commonly used traditional Chinese medicine for the treatment of angina pectoris.However,there is still a lack of high-quality clinical research evidence for the treatment effect of Shengmai injection for angina pectoris.Real-world studies based on large samples can provide Shengmai injection.Researches on the treatment of angina pectoris with Shengmai injection provide important evidence.Methods:This article is based on the information collected by the hospital information system(HIS)database of 22 tertiary A general hospitals for all patients who used Shengmai injection and those who did not use Shengmai injection.The propensity scoring method was used to evaluate the possible existence of the research data.The confounding factors are controlled.Through the general Logistic regression analysis method,the propensity score weighted Logistic regression analysis method and the propensity score weighted Logistic regression analysis method with covariates,the therapeutic effect of Shengmai injection on angina pectoris was explored.Results:Three kinds of logistic regression analysis showed that there were statistical differences in the treatment effect of Shengmai injection on angina pectoris in the group without Shengmai injection.Propensity score weighted logistic regression analysis with covariates balanced the effect of multiple confounding factors.Using real-world data to construct a retrospective cohort study confirmed the clinical effectiveness of Shengmai injection in the treatment of angina pectoris,and at the same time confirmed the wide application of Shengmai injection in angina pectoris complicated with multiple organ failure.Conclusion:Shengmai injection is effective in the treatment of angina pectoris.The weighted method of propensity score removes confounding factors,which improves the reliability of real-world research results.

Real world analysis on renal impairment of elemene emulsion injection based on propensity score matching

Objective:To explore the main factors of renal function injury caused by the combination of elemene emulsion injection in the real world.Methods:Based on the hospital information system medical database constructed by the Institute of Clinical Basic Medicine of Chinese Academy of Traditional Chinese Medicine,taking the patient information of elemene emulsion injection used in 21 top three hospitals in China as the research object,the nested case control study method was used to compare the combined medication of patients with renal function injury group and control group,The main factors that may lead to renal function injury were screened by MCP variable selection method,and the above main factors were further analyzed by classical logistic regression and propensity score logistic regression method.Results:The analysis found that the combined use of potassium chloride within 7 d before the use of elemene emulsion injection or the combined use of furosemide during the use of elemene emulsion injection may be the main factor leading to renal function injury.Conclusion:The combination of elemene emulsion injection and the above main factors that may lead to renal injury should be avoided.If it must be used,clinical monitoring should be strengthened,and abnormal reactions should be treated immediately.The results of this study have certain clinical significance,and the clinical mechanism can be further studied and explored in the future.

Clinical characteristics of Danshen Ligustrazine injection in the treatment of coronary heart disease with hypertension-A real world study

Objective:To explore the characteristics and rules of Danshen Ligustrazine Injection in the treatment of coronary heart disease with hypertension.Methods:From the information systems of 12 tertiary tier-one hospitals across the country,we extracted the medical data of the application of Danshen Ligustrazine Injection in the treatment of patients with coronary heart disease and hypertension.After normalization,the model was established by Apriori algorithm,and the association rules were analyzed by Clementine 12.0 software.Results:Most of the 1928 patients were between 75 and 90 years old(54.26%).There were more males than females,most with type 2 diabetes,cerebral infarction,etc.Each dose was more than 10 mL(52.78%).Aspirin enteric-coated tablets(67.63%),L-carnitine injection(58.77%),and atorvastatin calcium capsules(50.93%)were often used in combination with safflower yellow pigment(22.20%),Shexiang Baoxin Pill(16.55%),Suxiao Jiuxin Pill(15.09%);the most commonly used combination of western medicine was anticoagulant thrombolytic and antiplatelet drugs(85.84%),and the type of Chinese medicine was Huoxuehuayu(72.98%);The most common combination of two western medicines was L-carnitine injection+aspirin enteric-coated tablets,with a support of 41.9%;The most common combination of two Chinese and western medicines is western medicine·anti-anginal medicine+western medicine·anticoagulant thrombolytic and antiplatelet drugs with a support of 67.6%.Conclusion:Danshen Ligustrazine injection is mainly used in elderly patients with coronary heart disease and hypertension,with many comorbidities.The dosage standard needs to be optimized.The combination of drugs and guidelines should coordinate with each other,which provide clues for clinical diagnosis and treatment and optimization of medication.

Optimal scheme of Shengmai Injection in the treatment of angina pectoris of coronary heart disease based on Louvain algorithm: A real world study

Objective:To explore the optimal scheme of Shengmai Injection combined with other drugs for clinical doctors.Methods:Based on the large-scale data warehouse established by the institute of Clinical Basic Medicine,Chinese Academy of Traditional Chinese Medicine,the hospital information system of 22 large-scale tertiary hospitals in China was collected and 1751 patients with angina pectoris who were treated with Shengmai Injection were selected.Louvain algorithm and complex network analysis are used to build the model to summarize the rule of Shengmai Injection in the treatment of angina pectoris of coronary heart disease.Results:On the basis of Shengmai Injection,according to the symptom treatment of angina pectoris of coronary heart disease,nitrates or Suxiao Jiuxin Pill was used to dilate coronary artery;for the treatment of risk factors of angina pectoris,a combination of"insulin+acarbose+bisoprolol+nifedipine+captopril+estazolam"was used to control blood glucose and blood pressure;"Ganmao Qingre Granule+levofloxacin"to treat upper respiratory tract infection and other medication regimens were used as well.For the complications of angina pectoris of coronary heart disease,"furosemide+spironolactone+potassium chloride+magnesium sulfate"was used to reduce edema and“isosorbide nitrate+metoprolol+Shenmai injection+Wenxin Granule"was used to improve symptom of heart failure of qi and yin deficiency type.Conclusion:The therapeutic regimen of Shengmai Injection combined with traditional chinese medicine and western medicine is basically consistent with the current guidelines,but more clinical studies are still needed to explore more effective combination therapy.