1.Formula Optimization of Evodiamine Liposomes by Central Composite Design-Response Surface Methodol-ogy
Lei CHEN ; Zhengyao ZHAN ; Shuying LI ; Hongsheng SUN
China Pharmacist 2017;20(1):77-81,90
Objective:To optimize the formula of evodiamine liposomes. Methods:Using phospholipids, cholesterol and vitamin E as the materials, the liposomes were prepared by a film dispersion method. The binomial model of mass ratio of phospholipid to drug, mass ratio of phospholipid to cholesterol and the concentration of phospholipid were fitted by design-response surface methodology using encapsulation efficiency as the index. The formula was optimized by three-dimensional response surface and contour plot. The predic-tive data was validated, and the morphology, particle size and pH were observed. Results:The optimized formula was as follows:the mass ratio of phospholipid to drug was 30. 58∶1, that of phospholipid to cholesterol was 15. 22∶1 and the concentration of phospholipid was 42. 26 mg·ml-1 . The average encapsulation efficiency of evodiamine liposomes was 92. 89%. The appearance was milky white and translucent with round or oval pellets, the particle size was 126 nm and the pH was 6. 94 ± 0. 17. Conclusion: The formula and preparation process of evodiamine liposomes are stable and feasible.
2.A Pre-trained Language Model-based Method for Adverse Drug Events Extraction
Chi YUAN ; Jiqiao LI ; Zhengyao WANG ; Huaiyu WANG
Journal of Medical Informatics 2024;45(2):38-43
Purpose/Significance To study the extraction method of adverse drug event(ADE)data from medical texts,and to pro-vide support for clinical drug risk management and scientific decision-making.Method/Process Based on pre-trained model,by com-bining the correlation between the two subtasks of entity recognition and relation extraction,a entity relation joint extraction method for ADE monitoring is designed.Result/Conclusion Experiments on the published ADE extraction dataset show that the proposed method is superior to existing methods and can effectively extract ADE information and its relation from medical texts,providing a powerful means for the discovery and monitoring of ADE.
3. Postoperative complications and survival analysis of 1 118 cases of open splenectomy and azygoportal disconnection in the treatment of portal hypertension
Ruizhao QI ; Xin ZHAO ; Shengzhi WANG ; Kun ZHANG ; Zhengyao CHANG ; Xinglong HU ; Minliang WU ; Peirui ZHANG ; Lingxiang YU ; Chaohui XIAO ; Xianjie SHI ; Zhiwei LI
Chinese Journal of Surgery 2018;56(6):436-441
Objective:
To analyze the recent postoperative and long-term postoperative complications of open-splenectomy and disconnection in patients with portal hypertension.
Methods:
There were 1 118 cases with portal hypertension who underwent open splenectomy and azygoportal disconnection from April 2010 to September 2015 at Department of Surgery, People′s Liberation Army 302 Hospital. Retrospective case investigation and telephone follow-up were conducted in October 2016. All patients had history of upper gastrointestinal bleeding before operation. Short-term complications after surgery were recorded including secondary laparotomy of postoperative abdominal hemostasis, severe infection, intake disorders, liver insufficiency, postoperative portal vein thrombosis and perioperative mortality. Long-term data including postoperative upper gastrointestinal rebleeding, postoperative survival rate and incidence of postoperative malignancy were recorded, too. GraphPad Prism 5 software for data survival analysis and charting.
Results:
Postoperative short-term complications in 1 118 patients included secondary laparotomy of postoperative abdominal hemostasis(1.8%, 21/1 118), severe infection(2.9%, 32/1 118), intake disorders(1.0%, 11/1 118), liver dysfunction (1.6%, 18/1 118), postoperative portal vein thrombosis(47.1%, 526/1 118)and perioperative mortality(0.5%, 5/1 118). After phone call following-up, 942 patients′ long-term data were completed including 1, 3, 5 years postoperative upper gastrointestinal rebleeding rate(4.4%, 12.1%, 17.2%), 1, 3, 5-year postoperative survival rate(97.0%, 93.5%, 90.3%); the incidence of postoperative malignant tumors in 1, 3 and 5 years were 1.7%, 4.4% and 6.2%.
Conclusions
Reasonable choosing of surgical indications and timing, proper performing the surgery process, effective conducting perioperative management of portal hypertension are directly related to the patient′s short-term prognosis after portal hypertension. Surgical intervention can reduce the rates of patients with upper gastrointestinal rebleeding, improve survival, and do not increase the incidence of malignant tumors.
4.Exploration of management system for hospital localized high-throughput sequencing
Zhengyao XIE ; Siyuan LIU ; Ziyao LIU ; Yiqiang CHEN ; Jingjing LI ; Jie SHEN
Chinese Journal of Hospital Administration 2023;39(11):862-866
High-throughput sequencing has the characteristics of complex experimental procedures, multiple quality control nodes, and a high proportion of bioinformatics technology. It is difficult to uniformly management and reuse the related detection samples and data. In May 2023, a tertiary hospital launched the construction of a localized high-throughput sequencing management system. Based on the design principles of security, friendliness, compatibility, and scalability, the management system had established three core modules: standardized data collection integration, clinical high-throughput sequencing full process management, and scientific research services, as well as a large clinical high-throughput sequencing database of hospital. By connecting with big data storage devices, local and third-party high-throughput sequencing detection platforms, sample libraries, and user terminals, this system broke down the data barriers of high-throughput sequencing related systems and devices, and met the different application scenarios of physician users, technician users, management users, and scientific research users in the hospital. As of October 2023, the system had been integrated with two high-throughput sequencing manufacturer devices in a public network environment and hospital information systems in an internal network environment, improving data retrieval efficiency and achieving closed-loop management of high-throughput sequencing detection projects preliminary, which can provided references for promoting the standardized management of high-throughput sequencing projects in hospitals in China.
5.The clinical use of "no-touch" breast implant insertion assist devices
Ziying ZHANG ; Zhengyao LI ; Minqiang XIN
Chinese Journal of Plastic Surgery 2024;40(7):796-799
Traditional breast implant insertion method can pose risks of infection, incisional damage, mechanical damage to the implant, and other complications that can cause problems for both plastic surgeons and patients. In recent years, some scholars have applied the "no-touch" breast implant insertion devices to the surgery in order to solve these problems. This article reviews the types, advantages and disadvantages of the "no-touch" breast implant insertion devices and their development trends to provide a reference for plastic surgeons to perform implant-based breast surgery, thus improving the efficiency and safety the operation.
6.The clinical use of "no-touch" breast implant insertion assist devices
Ziying ZHANG ; Zhengyao LI ; Minqiang XIN
Chinese Journal of Plastic Surgery 2024;40(7):796-799
Traditional breast implant insertion method can pose risks of infection, incisional damage, mechanical damage to the implant, and other complications that can cause problems for both plastic surgeons and patients. In recent years, some scholars have applied the "no-touch" breast implant insertion devices to the surgery in order to solve these problems. This article reviews the types, advantages and disadvantages of the "no-touch" breast implant insertion devices and their development trends to provide a reference for plastic surgeons to perform implant-based breast surgery, thus improving the efficiency and safety the operation.
7.Effect of low-intensity extracorporeal shock wave on the treatment of chronic prostatitis in rats
Chen JIN ; Zichen BIAN ; Zhengyao SONG ; Zhiping WANG ; Bin FENG ; Li ZHANG ; Zongyao HAO ; Song FAN ; Cheng YANG ; Yi LIU ; Chaozhao LIANG
Chinese Journal of Urology 2020;41(10):779-783
Objective:To explore the therapeutic effect of low-intensity extracorporeal shock wave (Li-ESW) in model rats with chronic prostatitis and its optimal parameters.Methods:From April to August 2019, 90 healthy male SD rats aged 8 weeks were randomly divided into control group (group C, n=15), model group (group M, n=15) and shock wave treatment group (group T, n=60), which were treated with Li-ESW after being modeled successfully. The rats in group T were supine and treated with focused Li-ESW, and the probe was placed above the anatomical position of the prostate. Treatment scheme was 3 Hz of frequency, 500 pulses, and once a week for 4 weeks. Group T was divided into group T1(0.09 mJ/mm 2), T2(0.20 mJ/mm 2), T3(0.30 mJ/mm 2) and T4(0.40 mJ/mm 2) according to energy flux density, with 15 rats in each group. Before the establishment of the model, the rats in each group were tested with von Frey fiber of 2 g, 4 g and 6 g at the scrotum respectively, and the positive reaction was recorded. There was no significant difference between the three groups ( P>0.05). After one week, the rat model with CP was established by injecting 3% carrageenan into the bilateral lobes of the prostate under anesthesia. And one week after the modeling was completed, the rats in each group underwent von Frey test again to measure pain and evaluate the modeling effects. Group T was then treated once a week for a 4-week period. During the treatment, von Frey test was performed before each treatment to evaluate the treatment effect of the previous week. After the von Frey test for one, two and four weeks of treatment, 5 rats were sacrificed in each group, and the bilateral lobes of the prostate were dissected under aseptic conditions for paraffin inclusion and HE staining. Result:The positive reaction in group M and each group T was significantly more than those in group C ( P<0.001) one week after the modeling was completed, and there was no significant difference between group M and group T. The number of positive reactions in group T2 was lower than that in group M at each time point after treatment ( P<0.05), and it is also less in group T1, T3 and T4 were than that in group M after 3 weeks, 3 and 4 weeks and 2 weeks respectively( P<0.05). In group T2, the number of positive reactions began to decrease after 1 week of treatment, and reached the lowest after 4 weeks, with significant difference in pain measurement results at different time points ( P<0.05). The results of pathological examination showed that there were more inflammatory cells in prostatic stroma and disordered arrangement of epithelial cells in group M than that in group C. The pathological scores of group M, T1, T2, T3 and T4 were 8, 7, 4, 6, 9 after 1 week treatment, 8, 5, 3, 4, 7 points after 2 weeks treatment, and 7, 3, 2, 4, 7 points after 4 weeks treatment, respectively. Conclusions:Low-intensity extracorporeal shock wave treatment had a significant effect on the improvement of symptoms in model rats with chronic prostatitis. Under the scheme of frequency 3 Hz, 500 pulses, once a week for 4 weeks, the optimal parameters is 0.20 mJ/mm 2.
8.Strategies and Recommendations for the Development of Clinical Machine Learning Predictive Models
Zhengyao HOU ; Jinqi LI ; Yong YANG ; Mengting LI ; Hao SHEN ; Huan CHANG ; Xinyu LIU ; Bo DENG ; Guangjie GAO ; Yalin WEN ; Shiyue LIANG ; Yanqiu YU ; Shundong LEI ; Xingwei WU
Herald of Medicine 2024;43(12):2048-2056
Objective To propose strategies for developing clinical predictive models,aiming to assist researchers in conducting standardized clinical prediction model studies.Methods Literature review was conducted to summarize the operational steps and content for developing clinical predictive models.Then,a methodological framework was summarized and refined through expert consultation.Results The 11-step methodological framework for developing clinical predictive models was obtained by synthesizing the experience of 456 clinical predictive modeling studies and expert consultation,and the details were analyzed and elaborated.Conclusions This study presents methodological strategies and recommendations for the development of clinical predictive models,intended to serve as a guide for researchers.
9.Study on Relationships of Gene Polymorphism of MTRR and SLCO1B1 with Blood Concentration of MTX and HD-MTX- induced ADR in ALL Children
Xia HE ; Pingli YAO ; Yu WU ; Zhengyao HOU ; Xingxing LI ; Lu CHEN ; Lijuan ZHANG ; Siyun YANG ; Hongtao XIAO ; Rongsheng TONG
China Pharmacy 2019;30(24):3428-3433
OBJECTIVE: To study the relationships of polymorphism of MTRR gene rs1801394 locus and SLCO1B1 gene rs11045879 locus with drug concentration of methotrexate (MTX) and high-dose MTX (HD-MTX)-induced ADR in acute lymphoblastic leukemia (ALL) children. METHODS: From Oct. 2015 to Sept. 2018, 70 ALL hospitalized children of Han nationality in Sichuan area who received HD-MTX treatment and were in consolidation chemotherapy were selected retrospectively from Sichuan People’s Hospital. The blood concentration of MTX at 48 and 72 hours after administration was measured by EMIT. The genetic typing of MTRR gene rs1801394 locus and SLCO1B1 gene rs11045879 locus were detected with real-time PCR. The relationships of the polymorphism of MTRR gene and SLCO1B1 gene with MTX blood concentration [dose-corrected concentration (c48 h/D,48 h), the proportion of children with different concentration of MTX (≤0.1, >0.1 μmol/L)] and ADR (such as myelosuppression, liver function damage, gastrointestinal response, mucosal damage, rash, etc.) were analyzed. Binary Logistic regression analysis for the correlation of ADR with different influencing factors (gene polymor- phism, blood concentration of MTX, immunophenotyping, body mass index, etc.) was carried out by Wald method. RESULTS: Totally 31, 32, 7 children with MTRR gene AA, AG and GG genotype, while 23, 37, 10 children with SLCO1B1 gene TT, TC and CC genotype were detected. The distribution of each genotype in 70 children conformed to Hardy-Weinberg equilibrium (P>0.05). There was no significant difference in c48 h/D(48 h) of children and the proportion of children with different concentration of MTX (72 h) among difterent genotypes of MTRR and SLCO1B1 gene (P>0.05). There was statistical significance in the incidence of liver function injury in children with different genotypes of MTRR gene (P<0.05), and the AA genotype was significantly higher than the AG+GG genotype (P<0.05). There was no correlation of MTRR gene polymorphism with the incidence of other ADR, neither SLCO1B1 gene polymorphism with the incidence of ADR (P>0.05). The results of Binary Logistic regression analysis showed that liver function damage in ALL children was related to the gene polymorphism of MTRR; gastrointestinal reaction was related to whether the plasma concentration was more than 0.1 μmol/L at 72 h; mucosal damage was related to the immune type and BMI of children; the occurrence of skin allergy was correlated with body weight of children(P<0.05). CONCLUSIONS: Gene polymorphism of MTRR rs1801394 locus may associated with the occurrence of HD-HTX-induced liver function injury in ALL children, but its polymorphism and gene polymorphism of SLCO1B1 rs11045879 locus are not related to MTX blood concentration in ALL children.