1.The Research Progress and Development Strategies of Traditional Chinese Medicine Diagnosis Empowered by Artificial Intelligence
Wenjun ZHU ; Manshi TANG ; Kaijie SHE ; Zihao TANG ; Minyi HUANG ; Naijun YUAN ; Qingyu MA ; Jiaxu CHEN
Journal of Traditional Chinese Medicine 2025;66(14):1413-1418
The rapid development of artificial intelligence (AI) technology provides new opportunities for the modernisation of traditional Chinese medicine (TCM) diagnosis. By analysing the foundation, research progress and difficulties of the combination of AI and TCM diagnosis, it is concluded that AI has made remarkable development in intelligence-driven modernization of TCM tongue diagnosis, pulse diagnosis, listening and smelling diagnosis and text processing, and there are useful explorations in the field of constructing data-driven TCM diagnostic model and multidisciplinary integration of TCM diagnostic models. However, the current integration of AI technology in TCM diagnosis still faces many challenges, such as the scarcity and uneven quality of clinical data, the limited ability of AI algorithms to express TCM thinking model of syndrome differentiation and empirical knowledge, and the possible existence of ethical and privacy issues. By systematically sorting out the current research status and development direction of AI-empowered TCM diagnostics, it is proposed to promote the application of AI technology in TCM diagnostics in four aspects, namely, strengthening the construction of TCM big data and talent cultivation, encouraging cross-disciplinary cooperation, improving the legal and ethical framework, and promoting the popularity of the technology in primary care, so as to enhance the modernisation of TCM diagnostics.
2.Changes in coordination of departments for major epidemic prevention and control in China before and after the outbreak of COVID-19: an analysis on official documents
Zhonghui HE ; Peiwu SHI ; Qunhong SHEN ; Zheng CHEN ; Chuan PU ; Lingzhong XU ; Zhi HU ; Anning MA ; Tianqiang XU ; Panshi WANG ; Hua WANG ; Qingyu ZHOU ; Chengyue LI ; Mo HAO
Shanghai Journal of Preventive Medicine 2025;37(5):446-450
ObjectiveTo analyze the changes in the degree of coordination of China's major epidemic prevention and control efforts before and after the outbreak of the Corona Virus Disease 2019 (COVID-19), so as to explore the impact of epidemic prevention and control measures on coordination dynamics. MethodsA total of 3 864 policy documents related to epidemic prevention and control from January 2000 to December 2020 across 31 provinces (autonomous regions, and municipalities) in China were systematically collected. Contents specific to collaborative and cooperative efforts were extracted, and the extent of interdepartmental coordination were quantified to assess the effectiveness of epidemic prevention and control efforts. Wilcoxon signed-rank test was adopted to statistically analyze the differences between the indicators before and after the epidemic. ResultsThe average overall coordination level for major epidemic prevention and control in 31 provinces (autonomous regions, and municipalities) increased from 43.06% to 97.62%, and the average coordination levels in the eastern, central, and western China soared from 42.29%, 37.50%, and 47.46%, to 98.81%, 96.20%, and 97.46%, respectively, with statistically significant differences (all P<0.05). In terms of department categorization, coordination levels in the professional departments and the key support departments peaked at 100.00%, while other support departments rose to 95.43%, with an increase of 77.15%, 181.85%, and 139.89%, respectively, exhibiting noteworthy statistically significant differences (all P<0.001). ConclusionThe scope of coordination departments of China’s major epidemic prevention and control exists a remarkable surge following the COVID-19 outbreak, notable heightened coordination is particularly observed among the key support departments. Future endeavors should prioritize the roles played by diverse departments in epidemic prevention and control, enhancing both the clarity of departmental responsibilities and the effectiveness of interdepartmental coordination.
3.A systematic evaluation of the public health governance capacity of 40 cities in Jiangsu, Zhejiang, and Anhui Provinces
Huayi ZHANG ; Qingyu ZHOU ; Huihui HUANGFU ; Peiwu SHI ; Qunhong SHEN ; Chaoyang ZHANG ; Zheng CHEN ; Chuan PU ; Lingzhong XU ; Anning MA ; Zhaohui GONG ; Tianqiang XU ; Panshi WANG ; Hua WANG ; Chao HAO ; Zhi HU ; Chengyue LI ; Mo HAO
Shanghai Journal of Preventive Medicine 2025;37(5):451-457
ObjectiveTo systematically evaluate the public health governance capacity of 40 cities in Jiangsu, Zhejiang, and Anhui Provinces, providing a scientific evaluation basis for building a "Healthy Yangtze River Delta". MethodsA comprehensive collection of policy documents, public information reports, and research literature related to public health governance capacity in Jiangsu, Zhejiang, and Anhui Provinces was conducted, totaling 6 920 policy documents, 1 720 information reports, and 1 200 literature pieces. Based on the evaluation standards for an appropriate public health system established by the research team, the basic status of public health governance capacity was assessed to identify the strengths and weaknesses of the 40 cities. ResultsIn 2022, the public health governance capacity score for the 40 cities in Jiangsu, Zhejiang, and Anhui Provinces was (562.5±38.0) points. In terms of specific areas, the emergency response field received the highest score of (791.4±49.7) points, while the chronic disease prevention and control field received the lowest score of (368.2±29.6) points. The Jiangsu-Zhejiang-Anhui region has largely achieved the strategic priority of health, gradually improved public health legal regulations, and established a basic organizational framework with a solid foundation for information and data infrastructure. However, challenges still need to be addressed, such as unstable government funding for public health, unclear departmental responsibilities, and barriers to information interoperability. ConclusionThe public health governance capacity of the 40 cities in Jiangsu, Zhejiang, and Anhui Province has been at a moderate level, but disparities have still existed across regions and fields. In the future, while continuing to deepen existing advantages, it is essential to accurately identify the causes of problems, establish a long-term and stable investment mechanism, enhance information connectivity mechanisms, further clarify departmental responsibilities, and promote the achievement of the "Healthy Yangtze River Delta" goal.
4.Preparation of Lir@BSA-PMF nanoparticles and verification of their cell functions
Qingyu HUANG ; Qiying CHEN ; Shengjia SUN ; Bangwei WU ; Shan LIN ; MAIMAITIJIANG ALIMUJIANG
Basic & Clinical Medicine 2024;44(2):235-241
Objective To synthesize bovine serum albumin(BSA)-loaded liraqlutide(Lir)-nanoparticles coated with platelet membrane fragments(PMF)using a"bottom-up"nano-engineering chemistry technique,and to evaluate their cyto-compatibility and potential function of anti-oxidative stress.Methods PMF was extracted as reported previously.Lir@BSA nanoparticles were prepared by self-assembly method.PMF was coated on the sur-face of Lir@BSA nanoparticles by co-extrusion to prepare Lir@BSA-PMF.The physical and chemical properties of Lir@BSA-PMF particles were characterized as particle size,Zeta potential,transmission electron microscopy and particle size stability.The encapsulation efficiency,loading efficiency and cumulative release efficiency of liraglu-tide were calculated by enzyme-linked immunosorbent assay.Further,SDS-PAGE was used to analyze whether there was a similar membrane protein distribution of platelet membrane on Lir@BSA-PMF bionicnanocarrier.CCK-8 assay was used to verify the biocompatibility of the materials.Reactive oxygen species(ROS)experi-ment was used to explore the effect of Lir@BSA-PMF on cell oxidative damage.The uptake of cells on Lir@BSA-PMF bionic nano capsules was verified by cell phagocytosis experiment.Results Lir@BSA-PMF nanop-articles had a stable particle size of 25 nm with a spherical morphology,and a Zeta potential value of-25.5 mV.The encapsulation efficiency,loading efficiency and cumulative release efficiency of liraglutide were 85.56%,7.96%and 77.06%,respectively.SDS-PAGE analysis showed that the Lir@BSA-PMF bio-mimetic nano capsules retained the similar membrane protein distribution as platelet membrane.CCK-8 assay verified that the nanomaterials were non-cytotoxic.ROS results showed that Lir@BSA-PMF nanomaterials had obvious antioxidant properties.The results of cell phagocytosis showed that the cells had a good phagocytosis effect on Lir@BSA-PMF nanoparticles.Conclusions The nanoparticles Lir@BSA-PMF are successfully syn-thesized and have no effects on cells viability in vitro.The particles are taken up by cells and show a significant function of antioxidant damage.
5.Application of DDPM in artificial intelligence image data augmentation of medical device
Pengfei HAO ; Qingyu LI ; Rui CHAI ; Xi CHEN ; Qinghua SONG ; Naishui HAN ; Ke ZHANG
China Medical Equipment 2024;21(3):154-158
Medical device imaging data augmentation is a method of expanding existing datasets by generating new data samples,which is of great significance for improving the performance of artificial intelligence(AI)medical device-related models and clinical application effects.However,traditional data augmentation methods are usually limited by the quality,realism,and diversity of generated samples.Denoising diffusion probabilistic model(DDPM)is a generative model based on the noise diffusion process,and its main idea is to generate samples with high quality by modelling the sampling process of the target distribution as a process of progressive denoising from the noise distribution.The basic principles and working mechanisms of DDPM were reviewed,the application scenarios of this method in AI medical device data augmentation were analyzed,and its advantages,challenges,and future development directions were explored to provide a reference for the field of AI medical device data augmentation.
6.Selection and Weight Determination of Diagnostic Items for Qi Stagnation Syndrome Based on Delphi Method and Analytic Hierarchy Process
Xuan ZHOU ; Ge FANG ; Qingyu MA ; Xiaojuan LI ; Yongxin LI ; Zhixi HU ; Xiantao LI ; Jiaxu CHEN
Journal of Traditional Chinese Medicine 2024;65(21):2211-2216
ObjectiveUsing the Delphi method and analytic hierarchy process (AHP) to screen diagnostic items for qi stagnation syndrome and determine their weights, providing a reference for the development of a diagnostic scale of qi stagnation syndrome. MethodsLiterature related to qi stagnation syndrome were screened from databases including CNKI, Wanfang, VIP, SinoMed (from inception to October 31, 2020). Through systematic review of literature and expert discussions, the information on the four examinations of traditional Chinese medicine were organized and an item pool was constructed. The Delphi method was used to screen the item indicators, while the AHP was employed to determine their weights. Statistical methods such as mean value, full score ratio, rank sum, unimportant percentage, and coefficient of variation were used for item screening, with the weights calculated by AHP serving as the item weights. ResultsA total of 235 articles and books were included for analysis, resulting in an item pool of 16 items. After three rounds of expert consultation, a total of 84 valid questionnaires were collected, with a total expert enthusiasm coefficient of 99% and authority coefficient of 0.86, 0.84, 0.83, respectively, and the coordination coefficients were 0.45, 0.49, and 0.29, respectively. Through the statistics analysis, 8 diagnosis items were screened out, including distension (stuffi-ness) or distending pain or scurrying pain, wiry pulse, depressed emotions, frequent sighing, deep and wiry pulse, irritability, pale red tongue, and thin white coating. The AHP showed that the order of weights of the first-level indicators from high to low was clinical symptoms, pulse manifestation, and tongue manifestation; the order of weights of the second-level indicators from high to low was distension (stuffiness) or distending pain or scurrying pain, wiry pulse, depressed emotions, frequent sighing, deep and wiry pulse, irritability, pale red tongue, and thin white coating. ConclusionBy applying the Delphi method and AHP to analyze and evaluate the diagnostic items for qi stagnation syndrome, key diagnostic items were screened and their weights determined, laying the foundation for the development of a diagnostic scale for qi stagnation syndrome.
7.Effects of chronic intermittent hypoxia and reoxygenation on insulin resistance and skeletal muscle miR-27a-3p/PPARγ/IRS1/PI3K/AKT expressions in rats
Xueli ZHOU ; Hua LI ; Qingyu CHEN ; Meina JIN ; Haibo LI ; Wei BAI ; Chuxuan JIA ; Cuiying WEI
Journal of Southern Medical University 2024;44(9):1729-1737
Objective To investigate the effects of chronic intermittent hypoxia(CIH)and reoxygenation on insulin resistance(IR)and expressions of miR-27a-3p/PPARγ/IRS1/PI3K/AKT in rat skeletal muscle.Methods GEO database was used for screening the differentially expressed miRNAs in CIH,and their target genes were subjected to GO and KEGG enrichment analysis followed by construction of the miRNA-mRNA-pathway regulatory network using Cytoscape.In the animal experiment,48 male SD rats were randomly divided into normoxia group and CIH group(8 weeks of CIH followed by 4 weeks of normoxic recovery).Blood and skeletal muscle samples were collected at baseline,8 weeks,and 12 weeks to evaluate the changes in fasting blood glucose(FBG)and fasting insulin(FINS)levels and muscular pathology.RT-qPCR and Western blotting were used to detect the changes in the expressions of miR-27a-3p,PPARγ,GLUT4,IRS1,p-IRS1,PI3K,p-AKT and AKT in the muscular tissues.Results No muscular miRNA datasets for CIH were available in GEO database,from which only a kidney-related dataset(GSE202480)was obtained,based on which a total of 165 differentially expressed miRNAs were identified.GO/KEGG analysis suggested that these miRNAs were involved in muscular regulation and insulin signaling.The miRNA-mRNA-pathway network highlighted miR-27a-3p as a crucial regulator in the PPAR and PI3K/AKT pathway.In the animal experiment,the rats subjected to CIH for 8 weeks showed significantly increased FBG,FINS,HOMA-IR,and PPARγ levels,loose muscle fiber arrangement,decreased cross-sectional area of the muscle fibers,and lowered expressions of miR-27a-3p,p-IRS1/IRS1,PI3K,and p-AKT/AKT in the skeletal muscles.Conclusion CIH increases IR,causes skeletal muscle pathology,downregulates miR-27a-3p expression,upregulates PPARγ expression,and inhibits IRS1/PI3K/AKT insulin signaling in the skeletal muscles of rats,and these changes can be reversed by reoxygenation.MiR-27a-3p may participate in CIH-induced IR by modulating the PPAR γ/IRS1/PI3K/AKT signaling pathway.
8.Evidence-based analysis of the current research status of the competence of clinical department heads and nurse managers in Chinese hospitals
Qingyu LI ; Wanxing KANG ; Huiqin ZHANG ; Longfu CHEN ; Jianrong ZHANG
Modern Hospital 2024;24(7):1091-1095
Objective This study aims to conduct an evidence-based analysis of the research progress and management status of the competence of clinical department heads and nurse managers in China,providing reliable references for further devel-oping their management research and improving the human resource management in Chinese hospitals.Methods The VIP,CNKI,WANFANG Chinese databases,online resources,and relevant official websites were searched to retrieve literature related to the competence of clinical department directors and nurse managers in China.Descriptive analysis was conducted using biblio-metrics and evidence-based principles and methods.Results A total of 82 articles were included,mainly focusing on the con-ceptual theories of clinical department directors and nurse managers,the construction of competence models,and application re-search.The research on the competence of clinical department directors and nurse managers in China started relatively late and showed a trend of initial growth followed by decline.The distribution of journals was relatively scattered,and the literature mainly came from higher education institutions and medical institutions.The research development has stagnated at the stage of empirical research and has not progressed to the stage of evaluative research.Conclusion The research on the competence of clinical de-partment directors and nurse managers in China is still in the stage of application and practice,lacking systematic research.It is mainly led by higher education institutions and medical institutions,and the attention from the national government in terms of competence of clinical department directors and nurse managers in hospitals needs to be strengthened.
9.A multicenter clinical study on the incidence and influencing factors of cephalosporin-induced anaphylaxis
Ping YANG ; Dandan DAI ; Qingyu LI ; Haichao ZHAN ; Xumei LI ; Xiaoyan LU ; Min HE ; Na CHEN ; Saiping JIANG ; Xiaoyang LU
Journal of Zhejiang University. Medical sciences 2024;53(5):615-622
Objective:To investigate the incidence and influencing factors of allergic reactions to cephalosporins.Methods:A cross-sectional study of 29 medical institutions in Zhejiang Province was conducted from April 2021 to June 2021.The incidence of allergic reactions to cephalosporins was investigated,and the influencing factors of cephalosporin-induced allergic reactions were analyzed by Poisson regression.Results:A total of 56 155 patients were included in this study.The total incidence of allergic reactions to cephalosporin was 1.67‰,the highest incidence of anaphylaxis occurred for ceftizoxime(4.27‰),followed by ceftriaxone(3.49‰)and cefotaxime(2.40‰).There was no significant difference in the incidence of allergic reactions between patients with negative skin tests and those without skin tests(1.75%o vs.1.63‰,RR=1.07,95%CI:0.70-1.63,P>0.05).Poisson regression showed that body mass index(BMI)<18.5 kg/m2(RR=2.43,95%CI:1.23-4.82,P<0.05)and history of β-lactam antibiotics allergy(RR=33.88,95%CI:1.47-781.12,P<0.05)increased cephalosporin-induced anaphylaxis.Compared with cefuroxime,the risk of allergic reactions was increased for ceftriaxone(RR=3.08,95%CI:1.70-5.59,P<0.01),ceftazidime(RR=1.89,95%CI:1.03-3.47,P<0.05),and ceftizoxime(RR=3.74,95%CI:1.64-8.50,P<0.01).Conclusions:Lower BMI and history of β-lactam antibiotics allergy increase the risk of cephalosporin allergic reactions.The routine skin test may not reduce the occurrence of allergic reactions to cephalosporins. This study has been registered at Chinese Clinical Trial Registry(ChiCTR2200064314).
10.Effects of chronic intermittent hypoxia and reoxygenation on insulin resistance and skeletal muscle miR-27a-3p/PPARγ/IRS1/PI3K/AKT expressions in rats
Xueli ZHOU ; Hua LI ; Qingyu CHEN ; Meina JIN ; Haibo LI ; Wei BAI ; Chuxuan JIA ; Cuiying WEI
Journal of Southern Medical University 2024;44(9):1729-1737
Objective To investigate the effects of chronic intermittent hypoxia(CIH)and reoxygenation on insulin resistance(IR)and expressions of miR-27a-3p/PPARγ/IRS1/PI3K/AKT in rat skeletal muscle.Methods GEO database was used for screening the differentially expressed miRNAs in CIH,and their target genes were subjected to GO and KEGG enrichment analysis followed by construction of the miRNA-mRNA-pathway regulatory network using Cytoscape.In the animal experiment,48 male SD rats were randomly divided into normoxia group and CIH group(8 weeks of CIH followed by 4 weeks of normoxic recovery).Blood and skeletal muscle samples were collected at baseline,8 weeks,and 12 weeks to evaluate the changes in fasting blood glucose(FBG)and fasting insulin(FINS)levels and muscular pathology.RT-qPCR and Western blotting were used to detect the changes in the expressions of miR-27a-3p,PPARγ,GLUT4,IRS1,p-IRS1,PI3K,p-AKT and AKT in the muscular tissues.Results No muscular miRNA datasets for CIH were available in GEO database,from which only a kidney-related dataset(GSE202480)was obtained,based on which a total of 165 differentially expressed miRNAs were identified.GO/KEGG analysis suggested that these miRNAs were involved in muscular regulation and insulin signaling.The miRNA-mRNA-pathway network highlighted miR-27a-3p as a crucial regulator in the PPAR and PI3K/AKT pathway.In the animal experiment,the rats subjected to CIH for 8 weeks showed significantly increased FBG,FINS,HOMA-IR,and PPARγ levels,loose muscle fiber arrangement,decreased cross-sectional area of the muscle fibers,and lowered expressions of miR-27a-3p,p-IRS1/IRS1,PI3K,and p-AKT/AKT in the skeletal muscles.Conclusion CIH increases IR,causes skeletal muscle pathology,downregulates miR-27a-3p expression,upregulates PPARγ expression,and inhibits IRS1/PI3K/AKT insulin signaling in the skeletal muscles of rats,and these changes can be reversed by reoxygenation.MiR-27a-3p may participate in CIH-induced IR by modulating the PPAR γ/IRS1/PI3K/AKT signaling pathway.

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