1.Effect of Paroxetine on Post-stroke Depression
Ru-qin LUO ; Chun-hua HU ; Ren-yun CHEN ; Anqi WANG ; Yusheng REN
Chinese Journal of Rehabilitation Theory and Practice 2006;12(7):597-598
ObjectiveTo observe the efficacy and side effects of paroxetine and amitriptyline in the treatment of post-stroke depression (PSD).Methods82 PSD patients were randomly divided into the paroxetine group (n=42) and amitriptyline group (n=40). Before the treatment and at the ends of 2nd, 4th and 8th week after the treatment, all patients in two groups were assessed with Hamilton Depression Scale (HAMD) and TESS.ResultsAfter treatment, HAMD scores of patients of two groups were decreased significantly (P<0.01), but no difference was found between two groups. The side effects of the paroxetine group were obviously fewer and milder than that of amitriptyline group (P<0.01).ConclusionParoxetine is an effective and safe drug in the treatment of PSD.
2.Investigation and Analysis of the Reasons for Drug Shortage from 26 Medical Institutions in China
Anqi HU ; Yong LI ; Aixia MA ; Yinan FU ; Yanan SHENG ; Mengrui ZHAO
China Pharmacy 2017;28(27):3754-3758
OBJECTIVE:To provide reference for guarantee the supply of short-landed drugs.METHODS:A questionnaire survey was conducted to investigate the drug shortage in 40 medical institutions in China.Based on the survey data,the econometric model was built to analyze the reasons for drug shortage in medical institutions.RESULTS:40 questionnaires were issued and 26 valid questionnaires were collected with effective recovery rate of 65.0%.The institutions surveyed received 87 samples of short-landed drugs,involving 33 drugs;82.8% of short-landed drug samples were in short supply for more than 3 months,and even 21.8% short-landed drug samples were in short supply for more than 12 months.The common reasons for drug shortage mainly included:not entering the provincial bidding directory;adopting the government pricing method;being redistribution system;not establishing provincial normal reserve mechanism.In addition to common reasons,there were some personality reasons for drug shortage based on the necessity of clinical needs,drug attributes and drug price.CONCLUSIONS:There are many reasons for the shortage of drugs in medical institutions.There are both common causes and personality reasons.It is necessary to solve many problems of drug shortage from the source,and it needs many policies and systems to cooperate with them.
3.Preoperative prediction of vessel invasion in locally advanced gastric cancer based on venous phase enhanced CT radiomics and machine learning
Pan LIANG ; Liuliang YONG ; Ming CHENG ; Zhiwei HU ; Xiuchun REN ; Dongbo LYU ; Bingbing ZHU ; Mengru LIU ; Anqi ZHANG ; Kuisheng CHEN ; Jianbo GAO
Chinese Journal of Radiology 2023;57(5):535-540
Objective:To evaluate the value of preoperative prediction of vessel invasion (VI) of locally advanced gastric cancer by machine learning model based on the venous phase enhanced CT radiomics features.Methods:A retrospective analysis of 296 patients with locally advanced gastric cancer confirmed by pathology in the First Affiliated Hospital of Zhengzhou University from July 2011 to December 2020 was performed. The patients were divided into VI positive group ( n=213) and VI negative group ( n=83) based on pathological results. The data were divided into training set ( n=207) and test set ( n=89) according to the ratio of 7∶3 with stratification sampling. The clinical characteristics of patients were recorded, and the independent risk factors of gastric cancer VI were screened by multivariate logistic regression. Pyradiomics software was used to extract radiomic features from the venous phase enhanced CT images, and the minimum absolute shrinkage and selection algorithm (LASSO) was used to screen the features, obtain the optimal feature subset, and establish the radiomics signature. Four machine learning algorithms, including extreme gradient boosting (XGBoost), logistic, naive Bayes (GNB), and support vector machine (SVM) models, were used to build prediction models for the radiomics signature and the screened clinical independent risk factors. The efficacy of the model in predicting gastric cancer VI was evaluated by the receiver operating characteristic curve. Results:The degree of differentiation (OR=13.651, 95%CI 7.265-25.650, P=0.003), Lauren′s classification (OR=1.349, 95%CI 1.011-1.799, P=0.042) and CA199 (OR=1.796, 95%CI 1.406-2.186, P=0.044) were independent risk factors for predicting the VI of locally advanced gastric cancer. Based on the venous phase enhanced CT images, 864 quantitative features were extracted, and 18 best constructed radiomics signature were selected by LASSO. In the training set, the area under the curve (AUC) of XGBoost, logistic, GNB and SVM models for predicting gastric cancer VI were 0.914 (95%CI 0.875-0.953), 0.897 (95%CI 0.853-0.940), 0.880 (95%CI 0.832-0.928) and 0.814 (95%CI 0.755-0.873), respectively, and in the test set were 0.870 (95%CI 0.769-0.971), 0.877 (95%CI 0.788-0.964), 0.859 (95%CI 0.755-0.961) and 0.773 (95%CI 0.647-0.898). The logistic model had the largest AUC in the test set. Conclusions:The machine learning model based on the venous phase enhanced CT radiomics features has high efficacy in predicting the VI of locally advanced gastric cancer before the operation, and the logistic model demonstrates the best diagnostic efficacy.
4.Estimation of the number of workers with occupational noise-induced hearing loss from manufacturing industry in China, 2020
Limei AI ; Xinxin LI ; Anqi LIU ; Dan WANG ; Jingxin WANG ; Weijiang HU ; Xia WAN
China Occupational Medicine 2023;50(5):512-517
{L-End}Objective To estimate the number of workers with occupational noise-induced hearing loss (ONHL) in the manufacturing industry of China in 2020. {L-End}Methods Multiple data sources were integrated to collect information on workers in the manufacturing industry from the Occupational Diseases and Hazards Monitoring Information System under China Disease Prevention and Control Information System. The total number of workers was split based on age from the 2018 Fourth National Economic Census and the 2020 National Survey of Occupational Disease Hazards. Additionally, data on the prevalence of hearing loss in the general population was adjusted based on the age composition of Jilin Province, and noise prevalence was standardized based on the age composition of the employed population in the Seventh National Population Censu. Attribution fractions (AF) was estimated. The prevalence ratio (PR) was calculated by the prevalence of hearing loss in the occupational noise-exposed workers and general population. The proportion and attributable cases (AC) of ONHL cases in all hearing loss cases were estimated for occupational noise-exposed workers. The number of ONHL was estimated based on AF and the total number of workers with hearing loss. {L-End}Results In 2020, a total of 30 059 525 workers were exposed to occupational noise in the manufacturing industry in China, with noise-exposed prevalence and standardized noise-exposed prevalence of 28.94% and 28.52%, respectively. The prevalence of hearing loss among occupational noise-exposed workers increased with age, and a total of 8 054 789 workers suffered from hearing loss. Most of the cases were at the age between 45-<55 years old. The total PR and 95% uncertainty interval (UI) was 2.83 (2.58-3.06) and the total AF and 95%UI was 64.63% (61.22%-67.30%), and both peaks were in the age of 30-<45 years. The AC and 95%UI was 5 205 980 (4 930 620-5 420 345) persons, and most of the cases were at the age between 40-<55 years. {L-End}Conclusion Occupational noise poses a serious threat to the hearing health of workers in the manufacturing industry of China, especially among middle-aged and young adults.
5.Clinical comprehensive evaluation study on Bifidobacterium quadruple viable tablet
Yang TIAN ; Wen HU ; Yun LU ; Xuanxuan WANG ; Jiajia FENG ; Suyu GAO ; Kebiao LI ; Anqi HUANG ; Jing ZHANG ; Hong CHENG ; Wei LIU
Chinese Journal of Digestion 2023;43(9):612-625
Objective:To explore the contents and methods of clinical comprehensive evaluation of microecologics, with the example of Bifidobacterium quadruple viable tablet, in order to provide evidence for clinical rational use of microecologics, and microecologics research, development and related decision-making, and to promote rational use of medications. Methods:Based on the research data collected from systematic literature search, health technology assessment methods such as evidence-based medicine and pharmacoeconomics evaluation were used to estimate the safety, efficacy, economics, suitability, accessibility and innovation of Bifidobacterium quadruple viable tablet. Results:In terms of efficacy, Bifidobacterium quadruple viable tablet showed significant therapeutic effects in the treatment of pediatric diarrhea, antibiotic-related diarrhea, diarrhea-predominant irritable bowel syndrome, and secondary diarrhea caused by diseases such as ulcerative colitis, as well as constipation and functional dyspepsia. It can also be used in the treatment of various diseases such as Helicobacter pylori related gastritis, liver cirrhosis, non-alcoholic fatty liver disease. In terms of safety, the incidence of adverse effects of this medication was low, and most were mild to moderate and transient symptoms. In terms of economics, compared with mesalazine alone in the treatment of ulcerative colitis, the incremental cost-effectiveness ratio of combination of Bifidobacterium quadruple viable tablet and mesalazine was 1 743.2. Besides, the daily treatment cost of Bifidobacterium quadruple viable tablet was lower than that of combination of Bifidobacterium triple viable and Bacillus licheniformis (1.87 to 2.80 yuan vs. 2.08 to 5.78 yuan). In terms of innovation, this medication had multiple patents and had been identified as a high-tech product in Zhejiang Province. In terms of suitability, the overall suitability of use and technical characteristics of medication were good. It could be further improved in the aspects of dosage form and system. In terms of accessibility, the price of the medication was stable, affordable and accessible to the general public. Conclusions:Based on the existing evidence, Bifidobacterium quadruple viable tablet presented effective with supported evidences, good safety, accessibility and innovation. The suitability can be further optimized. However, more in-depth and targeted research is needed in terms of economics and innovation in different clinical applications, and there is space for optimization in medication suitability.
6.Willingness of tertiary hospital medical staff′s long-term work at district-ownership hospitals of " municipal trusteeship"
Yating ZHOU ; Xin TIAN ; Siqi CHENG ; Wenshuang HU ; Yunke SHI ; Anqi DAI ; Jingcao YAN ; Ning ZHANG
Chinese Journal of Hospital Administration 2021;37(7):585-590
Objective:To study the willingness of the medical staff of tertiary hospitals to be dispatched to work for a long time at the district hospitals under the " municipal trusteeship of district-ownership hospitals" mode, and explore the key factors that affect their long-term willingness, for references of optimizing the incentive system of the model.Methods:A questionnaire was designed as guided by the two-factor theory. In May 2019, a typical sample survey was made to investigate 103 medical staff of two tertiary hospitals in Beijing on their willingness to be dispatched to hospitals of district ownership. The survey covered such aspects as their basic personal information, hygiene factors(family responsibility, interpersonal connections expansion, mobilization and encouragement of leaders, etc.), and incentive factors(personal career development, greater potential giving play to their own talents, self-achievement, etc.). Descriptive analysis and univariate hypothesis testing were used to compare the differences of the dispatch willingness of staff of different characteristics. Meanwhile, an ordinal multinomial logistic regression model was built to analyze the influence factors of long-term dispatch willingness of these staff along with individual in-depth interviews.Results:The medical staff when they were dispatched to work at the entrusted hospitals for a long time, were concerned mostly with top six factors. These factors refered to a reasonable incentive(rewards)mechanism, family responsibility, colleague evaluation of the entrusted hospital, interpersonal connections expansion, personal career development, and potential unlocking. Those staff with dispatch experience had higher willingness to be dispatched than those without( P <0.05). The former saw higher of their personal career development resulting from the dispatch(3.91 points), while the latter saw higher their post-dispatch salary incentive mechanism(3.95 points). Compared with common medical staff, medium and high level management staff were more willing to be dispatched for a long time( H=14.536, P<0.001). Leadership mobilization in hygiene factors and personal career development in incentives factors were the key drivers for the long-term willingness of medical staff to be dispatched( P<0.05). Conclusions:The willingness of medical staff to be dispatched for a long time needs to be strengthened in the " municipal trusteeship of district-ownership hospitals" mode. Managers of the district-ownership hospitals should take into full consideration, the needs of different categories and levels of medical staff dispatched, guarantee the remuneration and performance pay of these staff, and enable their career track planning, hence mobilizing their incentives, and increase their willingness to work at such hospitals for a long time.
7.Investigation on Coronavirus Disease-2019,Clinical Characteristics and Influencing Factors in Patients With Pulmonary Hypertension During the Coronavirus Disease-2019 Pandemic
Anqi DUAN ; Yi ZHANG ; Zhihui ZHAO ; Qing ZHAO ; Xin LI ; Zhihua HUANG ; Meixi HU ; Sicheng ZHANG ; Luyang GAO ; Qin LUO ; Zhihong LIU
Chinese Circulation Journal 2023;38(12):1285-1290
Objectives:To investigate the prevalence,clinical characteristics and risk factors of coronavirus disease-2019(COVID-19)in patients with pulmonary hypertension(PH). Methods:A questionnaire survey was conducted from December 30,2022 to January 6,2023 through the WeChat official account of the PH Patients Mutual Aid Organization.PH patients aged≥18 years from 26 province(municipality/autonomous region)were recruited to fill in the electronic survey questionnaire. Results:A total of 293 valid questionnaires were collected from PH patients.The mean age of patients was(40.6±12.7)years,and 226 patients(77.1%)of them were female.The vaccination rate was 59.7%(175/293),117 patients(39.9%)received three or more doses of vaccine,145 patients(49.5%)received inactivated vaccine.242 patients(82.6%)had COVID-19.The most common symptoms during infection were fever(85.5%),cough(77.7%),and fatigue(66.5%).10.7%of the patients had severe or critical COVID-19.Age(OR =1.057,95%CI:1.027-1.087,P<0.001)and comorbid pulmonary disease(OR=3.341,95%CI:1.215-9.184,P=0.019)were associated with severe or critical COVID-19.After adjusting for confounding factors,age was an independent risk factor for severe or critical COVID-19(OR=1.049,95%CI:1.019-1.080,P=0.001).Severe or critical COVID-19 was an independent risk factor for worsening heart failure in PH patients during COVID-19 pandemic(OR=10.522,95%CI:4.311-25.682,P<0.001). Conclusions:The immunization coverage of PH patients is insufficient.PH patients have a higher risk of developing severe or critical COVID-19 than general population.Ageing is an independent risk factor for severe or critical COVID-19,and the risk of worsening heart failure in PH patients with severe or critical COVID-19 is significantly increased during COVID-19 pandemic.
8.Identification of Chemical Components in Active Fraction of Xiaozhong Zhitong Lotion by UPLC-Q-TOF-MS
Yinjie WANG ; Benchen LIU ; Jun LIU ; Jiaxin MO ; Anqi HU ; Jiaqi LIU ; Qianyi FENG ; Kaimin GONG
China Pharmacy 2019;30(23):3232-3239
OBJECTIVE: To analyze chemical components in active fraction of Xiaozhong zhitong lotion, to clarify the material basis of its efficacy, and to provide reference for the second development of ointment preparation. METHODS: UPLC-Q-TOF-MS was adopted to analyze the chemical components of active fraction (40% ethanol elution site separated by D101 macroporous resin) of Xiaozhong zhitong lotion. The determination was performed on Hypersil GOLD aQ C18 column with mobile phase consisted of 0.1% formic acid acetonitrile (A)-0.1% formic acid water (B) (gradient elution) at the flow rate of 0.4 mL/min. The sample size was 4 μL, and the column temperature was 30 ℃. The condition of mass spectrometry was ESI detection in positive and negative scanning ion mode (ESI+/ESI-). The scanning range was 100-2 000 Da. The collision energy was 45/-45 eV, and the energy of the extended collider was 10/15 eV. The accurate molecular weight, retention time and multi-stage fragment ion information of the compounds were collected after obtaining the chromatogram, and the chemical components were identified by comparing with the mass spectrum information of reference materials and references. RESULTS: A total of 48 compounds were identified, and 9 and 39 compounds were identified under ESI+/ESI- ion mode, mainly including 10 phenolic acids, 8 phenylpropanoids, 9 anthraquinones, 3 flavones, 7 alkaloids, 5 tannins and 6 other categories. CONCLUSIONS: UPLC-Q-TOF- MS method is rapid, efficient and accurate for identify chemical components from active fraction of Xiaozhong zhitong lotion. Main chemical components of the active fraction are phenolic acids, phenylpropanoids, anthraquinones, alkaloids and tannins.