1.Clinical observation of neck Gongfa exercise intervening people at high risk for cervical spondylosis
Ji MA ; Yu ZHANG ; Fei GU ; Yumin LIU ; Junliang WANG ; Cheng WANG ; Yazhou LI ; Kaixin SUN ; Jun ZHANG ; Jue HONG
Journal of Acupuncture and Tuina Science 2024;22(6):489-496
Objective:To observe the clinical efficacy of neck Gongfa exercise in intervening people at high risk for cervical spondylosis. Methods:A total of 212 participants from 8 companies at high risk for cervical spondylosis were divided into two groups using the random number table method,with 105 participants in the control group receiving health education and 107 participants in the trial group receiving an additional neck Gongfa exercise.After successive 3-month interventions,the two groups were compared in terms of cervical soft tissue tension and neck disability index(NDI)score.The incidence of cervical spondylosis was observed 3 months later. Results:During the process,10 cases dropped out in the trial group,and the control group had 9 dropout cases.After the intervention,the cervical soft tissue tension value and NDI score improved in both groups(P<0.05)and showed significant differences between the two groups(P<0.05).At the 3-month follow-up,the trial group had a lower incidence rate of cervical spondylosis than the control group(P<0.05). Conclusion:For people at high risk for cervical spondylosis,neck Gongfa exercise can effectively improve cervical soft tissue tension and motor dysfunction and lower the incidence of cervical spondylosis in the short run.
2.Construction of postoperative prognostic model for primary liver cancer based on SMOTE and machine learning
Bi PAN ; Jinghua YU ; Yixian HUANG ; Yazhou WU ; Fang LI
Journal of Army Medical University 2024;46(19):2236-2240
Objective To construct a prognosis prediction model of primary liver cancer after surgical treatment based on synthetic minority over-sampling technique(SMOTE)algorithm and machine learning model.Methods A retrospective cohort study was conducted on 4 297 patients with primary liver cancer from the surveillance,epidemiology,and end results(SEER)database.One-Hot Encoding and Multiple Imputation were used to preprocess the collect data,and SMOTE algorithm was employed to solve the imbalance of data categories.The obtained clinical variables were included in the machine learning model.Based on decision tree(DT),random forest(RF),gradient boosting decision tree(GBDT)and eXtreme Gradient Boosting(XGBoost),a prognostic prediction model(SMOTE+DT/RF/GBDT/XGBoost)was build,and then the best prediction model was determined by comparing the performance of various models.Finally,a prognostic analysis system for primary liver cancer was developed based on the optimal model,which was then visualized.Results The combination model SMOTE+RF showed the best predictive performance,with higher area under the curve(0.895),accuracy(0.811)and precision(0.806)than those of other models in receiver operating characteristic curve(ROC)analysis.Conclusion The SMOTE+RF prognostic prediction model can effectively predict the survival outcome of patients with primary liver cancer.
3.Structure-based drug discovery of novel fused-pyrazolone carboxamide derivatives as potent and selective AXL inhibitors.
Feifei FANG ; Yang DAI ; Hao WANG ; Yinchun JI ; Xuewu LIANG ; Xia PENG ; Jiyuan LI ; Yangrong ZHAO ; Chunpu LI ; Danyi WANG ; Yazhou LI ; Dong ZHANG ; Dan ZHANG ; Meiyu GENG ; Hong LIU ; Jing AI ; Yu ZHOU
Acta Pharmaceutica Sinica B 2023;13(12):4918-4933
As a novel and promising antitumor target, AXL plays an important role in tumor growth, metastasis, immunosuppression and drug resistance of various malignancies, which has attracted extensive research interest in recent years. In this study, by employing the structure-based drug design and bioisosterism strategies, we designed and synthesized in total 54 novel AXL inhibitors featuring a fused-pyrazolone carboxamide scaffold, of which up to 20 compounds exhibited excellent AXL kinase and BaF3/TEL-AXL cell viability inhibitions. Notably, compound 59 showed a desirable AXL kinase inhibitory activity (IC50: 3.5 nmol/L) as well as good kinase selectivity, and it effectively blocked the cellular AXL signaling. In turn, compound 59 could potently inhibit BaF3/TEL-AXL cell viability (IC50: 1.5 nmol/L) and significantly suppress GAS6/AXL-mediated cancer cell invasion, migration and wound healing at the nanomolar level. More importantly, compound 59 oral administration showed good pharmacokinetic profile and in vivo antitumor efficiency, in which we observed significant AXL phosphorylation suppression, and its antitumor efficacy at 20 mg/kg (qd) was comparable to that of BGB324 at 50 mg/kg (bid), the most advanced AXL inhibitor. Taken together, this work provided a valuable lead compound as a potential AXL inhibitor for the further antitumor drug development.
4. Clinical effect of right subaxillary small incision approach on children with congenital heart disease
Penggao WANG ; Yu ZHANG ; Zhongjian CHEN ; Yazhou CUI ; Wenbo YU ; Xiangyang DONG
Chinese Journal of Applied Clinical Pediatrics 2020;35(1):41-45
Objective:
To analyze the clinical effect of right subaxillary small incision approach on children with congenital heart disease (CHD).
Methods:
Eighty-six patients with CHD admitted to Henan Children′s Hospital from January 2015 to September 2017 were enrolled in this study.The patients were randomly divided into the control group and the observation group with 43 cases each group.The control group underwent sternal median incision, and the observation group underwent right subaxillary small incision.The total effective rate, incision satisfaction, general conditions of surgery (cardiopulmonary bypass time, operation time, aortic occlusion time, intraoperative blood loss), postoperative related conditions (thoracic drainage volume, postoperative monitoring time, postoperative assisted ventilation time, hospitalization time, hospitalization expenses), Wong-Baker facial expression scale (FPS-R) score, as well as the respiratory function index including the levels of peak inspiratory pressure (PIP) and alveolar-arterial oxygen pressure difference [
5.Application of quality control circle for improving the delivery of health checkup reports
Jingfei YU ; Yazhou HUANG ; Qiaoting HONG ; Enyi ZHOU ; Yong ZHAO ; Kaili XI ; Xiaowei XU
Chinese Journal of Health Management 2019;13(3):210-215
Objective To explore the effect of quality control circles (QCCs) in improving the delivery health checkup report.Methods QCC was founded with the theme of"improving the quality of health checkup report delivery."First,we planned an activity schedule and identified topics.We then set target focuses for service personnel,distribution modes,and operating environments;planned countermeasures;and selected optimal policies.Circle members implemented the optimal policies jointly.Reports of physical examinations by the Guoyu health management center were selected and analyzed.The total number of reports before improvement (January to December 2015) was 59 189 of which 34 549 (58.4%) were male patients and 24 640 (41.6%) were female patients;their average age was (37.7± 11.4) years.The total number of reports after improvement (December 2016 to January 2017) was 6 568,of which 3 881 (59.1%) were male patients and 2 687(40.9%) were female patients;their average age was (39.9± 11.7) years.We compared the quality indicators and evaluated the comprehensive quality of the patients before and after improvement.A total of 65 531 physical examination reports of subjects examined at the center between February and December 2017 were selected for effect tracking,including 39 230 (59.9%) men and 26 301(40.1%) women,aged (38.1±11.5).Results The on-time delivery rate of the health examination reports from rose from 51.4% to 94.0%.The ratio of system leakage to sign for reports decreased from 14.5% to 0.8%.The average time between the examination and when each report was handed over to for distribution decreased from 29.8 hours to 4.2 hours,and the average time between each report being distributed to the providers checking in dropped from 509.8 hours to 72.8 hours,while the average time for the preparation of each report for delivery decreased from 13.5 seconds to 3.1 seconds.The average time between delivery of a report and its being signed decreased from 4.3 seconds to 0.1 seconds.Before the improvement,the expected goals were not met.After improvement,the delivery rate of the health examination reports was 100.0%,the delivery intact rate of the group reports was 100.0%,and the satisfaction rate of the group reports was 99.4%.The comprehensive quality for the members was obviously higher after the improvement than before.After 11 months of tracking,the delivery accuracy rate of health examination report still failed to reach the target value of 100.0%,but all other indicators reached the target value,with good results.Conclusions Application of QCC not only improved the delivery the health checkup reports,but also promoted service quality after medical examinations and ended medical dispute caused by the loss of physical examination reports.
6. Trend predication on incidence of occupational noise-induced deafness by ARIMA model
Xudong LI ; Hongying QU ; Shijie HU ; Hongwei YU ; Xianzhong WEN ; Aichu YANG ; Yazhou QI ; Lin CHEN
China Occupational Medicine 2018;45(02):164-167
OBJECTIVE: To explore the application of the autoregressive integrated moving average model( ARIMA model)in predicting incidence of occupational noise-induced deafness( ONID). METHODS: The ARIMA model was established and validated based on the number of new onset ONID cases in Guangdong Province from 2006 to 2015. Then the ARIMA model was used to predict the trend of new onset ONID cases from 2016 to 2020. RESULTS: The number of new ONID cases in Guangdong Province from 2006 to 2015 showed an exponential growth trend. The optimal model fitted with the number of new onset ONID cases from 2006 to 2015 was the ARIMA( 2,2,2) model,which better match the number of new onset ONID cases from 2008 to 2015. According to the ARIMA( 2,2,2) model,the number of new onset ONID cases in Guangdong Province will continue to have a rapidly increasing trend from 2016 to 2020. CONCLUSION: The ARIMA model based on time series matches the time trend of ONID onset,and it can be used for the prediction of ONID incidence trend.
7. Study on the epidemic characteristics and trends of occupational chemical poisoning in Guangdong Province
Xudong LI ; Hongying QU ; Shijie HU ; Jiabin CHEN ; Hongwei TU ; Xianzhong WEN ; Hongwei YU ; Shanyu ZHOU ; Yazhou QI
China Occupational Medicine 2018;45(04):436-442
OBJECTIVE: To analyze the epidemiological characteristics and predict epidemiological trends of occupational chemical poisoning,based on directly reported data during 2006-2015 in Guangdong Province. METHODS: The data of patients with occupational chemical poisoning reported from National Information Surveillance System for Occupational Disease and Occupational Health from 2006 to 2015 in Guangdong Province were collected. The epidemiological characteristics were retrospectively analyzed. The autoregressive integral moving average model( ARIMA model) was established and validated based on the number of the new onset cases and was used to predict the trends of occupational chemical poisoning from 2017 to 2020 in Guangdong Province. RESULTS: From 2006 to 2015,1 288 new cases of occupational chemical poisoning were reported in Guangdong Province,which accounted for 24. 4% of the total number of new cases of occupational diseases in the province( 5 283 cases). Among the new cases,the percentage of acute and chronic poisoning was 21. 7%( 279/1 288) and 78. 3%( 1 009/1 288). There was 74. 7%( 962/1 288) of organic solvent poisoning. Five kinds of new occupational chemical poisoning were found. Most of the new cases were male,accounting for 56. 7%( 729/1 288). They were mainly distributed and concentrated in Pearl River Delta Region,accounting for 95. 9%(1 235/1 288). Shenzhen,Dongguan and Guangzhou were the most three cities which had 425,325 and 209 cases respectively,all of them accounted for 74. 4%( 959/1 288). The new cases of poisoning mainly distributed in medium and small enterprises( 72. 0%),private economic enterprises( 50. 9%) and manufacturing industries(70. 5%). The number of occupational chemical poisoning diseases decreased first,and increased,and the proportion to the total number of occupational diseases in Guangdong Province showed a straight downward trend(P < 0. 01). The median age at diagnosis was 35 years old and the median work year at diagnosis was 2. 0 years,and both of them showed an increasing trend( P < 0. 01). CONCLUSION: Occupational chemical poisoning in Guangdong Province has certain characteristic of crowd aggregation and epidemic trends.
8. The spatial distribution and epidemic trend of silicosis in Guangdong province
Xudong LI ; Hongying QU ; Xianzhong WEN ; Hongwei TU ; Yan YUAN ; Hongwei YU ; Zhiting LIU ; Shanyu ZHOU ; Yazhou QI ; Yimin LIU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2018;36(9):662-666
Objective:
To investigate the characteristics, temporal trend of silicosis, and provide basis for risk assessment and precise prevention and control of occupational diseases.
Methods:
Using descriptive statistics to analyze the reported cases of silicosis by SPSS 20.0 software. Reported silicosis cases, the constituent ratio, the incidence age and the working age at onset were analyzed by a linear trend test. Analyzing the variation trends of regional, industry, economic type and enterprise scale distributions by the chi-square trend test. Moreover, using Moran's I method for spatial autocorrelation analysis and trend-surface analysis.
Results:
(1) During 2006 to 2015, Guangdong province had reported 1, 428 cases of silicosis, mainly gathered in Foshan, Zhongshan, Guangzhou, Shenzhen, which included 1391 male cases accounting for 97.41%. And the average incidence age was 45 (39, 51) . The average working age of onset was 9 (5.5, 15) . In economic type distribution, the private economy took the main part, accounting for 59.1%. In enterprise scale distribution, it was dominated by small and medium enterprises (SMEs) , accounting for 32.4% and 37.3% respectively. In industry distribution, most cases were gathered in materials and mining industry, accounting for 32.1% and 22.9% respectively. (2) The number of silicosis cases, the incidence age and the working age of onset showed a rising trend (
9.Differences in Ocular Biologically Effective Ultraviolet Irradiance at Different Altitudes
Jiaming YU ; Yazhou WANG ; Fang WANG ; Qian GAO ; Faming LI ; Hui HUA ; Rentong CHEN ; Yuyuan GUAN ; Yang LIU
Journal of China Medical University 2017;46(5):385-387
Objective To explore the difference in ocular biologically effective ultraviolet irradiance in two areas with different altitudes ,Xichang and Shaoxing,and provide a reference basis for ocular UV protection. Methods A self?designed rotating mannequin and dual?detector spectrome?ter were used to monitor the intensity of ocular exposure to UV irradiation under clear skies in Xichang and Shaoxing. Monitoring data were pro?cessed and analyzed with AvaSoft 7.4 USB2 software and OriginPro 8.0 software. Results The diurnal variations of ocular biologically effective ul?traviolet irradiance exhibited bimodal distribution in Xichang and Shaoxing. The maximum UVBEcorn,UVBEconj,and UVBElens of Xichang were about 1.7 times,2 times,and 1.8 times that of Shaoxing,respectively. Under the same solar elevation angle,the biologically effective ultraviolet irra?diance of the cornea,conjunctiva,and lens in Xichang were higher than those of Shaoxing. Conclusion The diurnal variations of ocular biologi?cally effective ultraviolet irradiance exhibit bimodal distribution in areas at two different altitudes. Under the same solar elevation angle ,the biologi?cally effective ultraviolet irradiance of the cornea,conjunctiva,and lens of Xichang are significantly higher than those of Shaoxing.
10.Analysis of the Utilization of Respiratory Inhalants in 34 Hospitals from Nanjing Area during 2012-2014
Yazhou XU ; Ying YU ; Jia CAO ; Xiaoliang LIU
China Pharmacy 2016;27(20):2746-2751,2752
OBJECTIVE:To provide reference for rational use of respiratory inhalants. METHODS:The utilization of respiratory inhalants in 34 hospitals from Nanjing area during 2012-2014 was analyzed by SPSS13.0 software in respects of DDDs,consumption sum,DDC,health insurance and self-paying cost and so on. RESULTS:Respiratory inhalants involved 4 kinds of drugs, 5 kinds of dosage forms,12 kinds of general name and 38 kinds of trade name(specification)in 34 hospitals from Nanjing area during 2012-2014. The total DDDs and total consumption sum of respiratory inhalants increased from 10 827.46×103 and 71,006, 500 yuan in 2012 and 14 627.25×103 and 99,137,100 yuan in 2014,there was no statistical significance(P>0.05). 4 categories of respiratory inhalants in the list of DDDs were anticholinergic agents,compound preparations,glucocorticoid and β2 receptor agonists; DDDs of each type increased year by year,but only that of anticholinergic agents had statistical significance(P<0.01). Consumption sum were glucocorticoid,compound preparations,anticholinergic agents and β 2 receptor agonists;consumption sum of each type increased year by year,but there was no statistical significance(P>0.05). 5 kinds of inhalants in the list of DDDs were aerosol preparation,power aerosols,atomizing solution,nasal spray and clickhaler. DDDs of aerosol preparation and power aerosols increased year by year,with statistical significance(P<0.05). Top one in the list of consumption sum was power aerosols during 2012-2013 and atomizing solution in 2014;power aerosols took up the first place in the list of total consumption in 3 years. Among 12 kinds of general name inhalants,top 4 inhalants in the list of DDDs were ipratropium bromide,salmeterol and fluticasone, albuterol and budesonide,and the constituent ratio of their total DDDs in 3 years were 40.16% ,16.71% ,13.51% and 13.39%,respectively;the sum of constituent ratio of total DDDs in 3 years was more than 80%. Top 3 inhalants in the list of consumption sum were budesonide,salmeterol and fluticasone, budesonide and formoterol,and the sum of constituent ratio of their total consumption sum in 3 years were 39.59%,20.81% and 12.50% ,respectively;the sum of constituent ratio was more than 70% . DDC of salbutamol was the lowest. Among 38 kinds of trade name(specification)inhalants,the type and cost of health insurance accounted for 92.11% and 95.02% .Pulmicort atomization suspension and Symbicort Turbuhaler(160 μg)took up the first place in the list of health insurance cost and self-paying cost respectively,and they were B directory of health insurance. CONCLUSIONS:The utilization of respiratory inhalants was basically reasonable in 34 hospitals from Nanjing during 2012-2014.

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