1.Scientific Efficiency Evaluation of Tertiary Hospitals Based on Data Envelopment Analysis
Meimei XU ; Lianhui SHAN ; Hua ZHONG ; Xinying AN
Journal of Medical Informatics 2017;38(5):56-60,73
Data Envelopment Analysis (DEA) method is used to evaluate the efficiency of 41 tertiary hospitals in 2015 in Beijing.The possible causes of non-DEA effective hospitals are analyzed,and the direction and measures of non-DEA effective hospitals to promote scientific research efficiency are put forward.
2.Preliminary study on virtual touch tissue quantification for evaluation of small focal liver lesions
Zhifang ZHONG ; Jianhua CUI ; Xingtian WANG ; Rong WANG ; Peipu SHEN ; Meimei WEI ; Dujuan XU
Chinese Journal of Ultrasonography 2013;(1):34-37
Objective To evaluate the application value of virtual touch tissue quantification (VTQ)for evaluating small focal liver lesions.Methods Seventy-seven patients with 89 small focal liver lesions,whose largest diameter were less than or equal to 3 cm were evaluated with VTQ.The shcar wave velocity (SWV) of the tumor and background liver parenchyma were calculated,and their results were compared with those of 40 healthy subjects.Statistical analysis was performed on the SWV for the differentiation of normal liver,background liver parenchyma and lesions.The cut-off point for SWV was obtained by using ROC curve analysis which was used to predict malignancy lesions.Results The SWV of malignant lesions was significantly higher than that of benign ones [(2.56-± 0.67) m/s vs (1.70 ± 0.55) m/s,P =0.000].The SWV of metastatic liver carcinoma which came from lung cancer and breast cancer were higher than that of gastrointestinal tract cancer transfers (P =0.000).Based on 1.93 m/s as the cut-off point of SWV value,the sensitivity,specificity,accuracy,positive predictive value and negative predictive value for diagnosing malignancies were 82.0 %,84.6%,83.15 %,87.23 % and 78.57 % respectively.Conclusions VTQ technique can help the differential diagnosis of small focal liver lesions.
3.Evaluation of the scientific research efficiency of 100 tertiary hospitals and the influencing factors analysis based on Bootstrap DEA-OLS model
Meimei XU ; Lianhui SHAN ; Hua ZHONG ; Yifei LI ; Xinying AN
Chinese Journal of Hospital Administration 2019;35(2):141-145
Objective To evaluate the scientific research efficiency of tertiary hospitals and analyze the influencing factors, providing reference for the decision-making of scientific research managers in China. Methods Evaluation indicators were collected from 100 tertiary hospitals in China, and their research efficiency was evaluated using Bootstrap data envelopment analysis (DEA) method. The influencing factors were analyzed using ordinary least square ( OLS) regression model. Results The averaged scientific research efficiency of these hospitals using Bootstrap DEA method was 0. 5224, lower than that using conventional DEA method (0. 0676), yet with a great variation (from 0. 1103 to 0. 8790) among them. Linear regression analysis showed that factors such as R&D input and output, and hospital types has statistical significance on the saentific research efficiency (P < 0. 05). Conclusions These hospitals are inefficient in scientific research with sizable room for improvement. Conventional DEA method should be used with caution, as deviations should be corrected with Bootstrap DEA method. The research development level and hospital types of their province can influence the research efficiency the hospitals significantly.
4.Research on the transformation of medical science and technology achievements in the World-class universities in China based on patent perspective
Lianhui SHAN ; Meimei XU ; Hua ZHONG ; Xiaocui GONG ; Xinying AN
Chinese Journal of Medical Science Research Management 2020;33(6):426-431
Objective:To understand the current status and main models of transformation of medical patent in the World-class universities in China, carry out research on the transformation of scientific and technological achievements based on the perspective of patents.Methods:The registration data of assigned medical patent of 42 universities were collected to analyze the overall status of transformation, the cycle and the transfer flow of patent transfer. The main fields and themes involved in the transfer of patented technology are shown by cluster analysis methods. The prominent transfer mode of medical patents in the universities was discovered by analyzing the transferees of assigned patents.Results:Among 42 universities, medical patents transferred within ten years account for approximately 6% of authorized patents, and the average transfer cycle is 28 months, and transferees are business-oriented. The transferred patents cover more topics including hydantoin derivative, fucoidan sulfate, human papilloma virus, brain-computer interface and minimally invasive surgery. 88% of patents are based on the traditional direct patent technology transfer model. In addition, it also includes transfer modes such as transfer through the asset operating company, the spin-offs, the third-party intermediary, the institute, and the technology transfer center.Conclusions:The overall task of building a World-class university is heavier and the demonstration effect is more obvious. However, the status quo is that the proportion of transfer patents of the World-class university is still low, the transfer cycle is long, and the mode of transfer of scientific and technological achievements is relatively single and should be more innovative. The World-class universities should improve the quality of their own scientific and technological achievements, improve the results transformation mechanism, and constantly explore the mode of achievement transformation in a more tailored way.
5.Exploring the mechanism of action of curcumin in the treatment of silicosis based on network pharmacology and molecular docking
Zhijia WU ; Jiayun WU ; Yuanting LIANG ; Meimei ZHONG ; Wei WEI ; Yiru QIN ; Na ZHAO
China Occupational Medicine 2023;50(4):361-369
Objective To explore the mechanism of action of curcumin in the treatment of silicosis by network pharmacology combined with molecular docking technology. Methods The targets prediction network of curcumin in treating silicosis was established based on the collection of targets of curcumin and silicosis in multiple databases, cross-targets were submitted to the STRING database, and their connectivity was analyzed by Cytoscape software. Gene ontology (GO) function analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis were performed on the top 20 genes. The molecular docking was performed on the key targets to study the mechanism of action of curcumin in treating silicosis. Results A total of 311 targets related to curcumin, 270 targets related to silicosis, and 74 cross-targets were obtained from the databases. GO function analysis revealed 2 665 related pathways, and KEGG pathway enrichment analysis revealed 188 related pathways. Molecular docking results showed that curcumin had good binding ability with the targets of mitogen-activated protein kinase 3 (MAPK3), interleukin (IL) 6, serine/threonine kinase 1 (AKT1), vascular endothelial growth factor A (VEGFA), signal transducer and activator of transcription 3, albumin, Jun proto-oncogene, tumor necrosis factor (TNF), IL1B, tumor protein p53, C-C motif chemokine ligand 2 and fibronectin 1. Conclusion The therapeutical effects of curcumin on silicosis were implemented through multi-targets and multi-pathways. Curcumin may play a role in the treatment of silicosis by binding to the core targets MAPK3, IL6, AKT1, VEGFA and TNF and regulating the MAPK, IL6, TNF, phosphatidylinositol 3-kinase/protein kinase B and VEGF signaling pathways.
6.Analysis on occupational health status among radiation workers in Guangdong Province in 2020
Meimei ZHONG ; Zhijia WU ; Xiangyuan HUANG ; Yingyi PENG ; Zhifang LIU ; Qiying NONG ; Na ZHAO
China Occupational Medicine 2024;51(3):341-344
Objective To analyze the occupational health status of radiation workers in Guangdong Province. Methods A total of 8 913 radiation workers who underwent occupational medical examination (OME) in Guangdong Province Hospital for Occupational Disease Prevention and Treatment in 2020 were selected as the exposure group, and 2 024 non-radiological workers who underwent health examination in the same hospital in the same period of time were selected as the control group using convenient sampling method. The study analyzed the prevalence of abnormalities in thyroid, eye lens, blood pressure, complete blood count and micronucleus in individuals of the two groups. Results The abnormal rates of eye lens, blood pressure and complete blood count in the radiation workers in the exposure group were higher than those in the control group (23.3% vs 8.0%, 18.6% vs 9.0%, 18.1% vs 8.5%, all P<0.01). However, there was no significant difference in the abnormal rates of thyroid and micronucleus in workers between these two groups (12.8% vs 11.5%, 0.1% vs 0.0%, all P>0.05). The abnormal rates of thyroid, eye lens and blood pressure in radiation workers increased with the exposure period of radiation (all P<0.05). Conclusion Long-term exposure to low-dose ionizing radiation have certain effects on the thyroid, eye lens, and blood pressure of radiation workers, with a time-effect relationship of years of radiation work.