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.Application of triangle gastric hanging in laparoscopic radical antegrade modular pancreatosplenectomy for patients of pancreatic body and tail malignant tumor
Qiong YE ; Hao CHEN ; Jie WANG ; Songsheng ZHOU ; Haibiao WANG ; Kaijie QIU
Chinese Journal of Hepatobiliary Surgery 2024;30(3):184-187
Objective:To analyze the feasibility and advantages of gastric triangle suspension technique in laparoscopic radical anterograde modular pancreatiplenectomy (L-RAMPS) for patients of pancreatic body and tail malignant tumor.Methods:The clinical data of 29 patients with L-RAMPS in Li Huili Hospital of Ningbo Medical Center from January 2019 to October 2023 were retrospectively analyzed, including 14 males and 15 females, aged (67.6±7.5) years. According to whether gastric triangle suspension was used during operation, 29 patients were divided into suspension group ( n=14) and control group ( n=15). The two groups were compared with several indexes of body mass index, tumor length, postoperative pathological type, operation time, intraoperative blood loss, intraoperative incision margin, intraoperative blood transfusion, pancreatic fistula, postoperative massive bleeding, postoperative gastroparesis, length of hospital stay and so on. Results:There were no significant differences in age, sex, body mass index, tumor length and pathological type between the two groups (all P>0.05). Postoperative pathologic findings of the 29 patients included 21 cases of pancreatic adenocarcinoma (72.4%), 2 cases of intraductal papillary mucinous tumors (6.9%), 2 cases of pancreatic neuroendocrine tumors (6.9%), 1 case of pancreatic adenosquamous carcinoma (3.4%), and 3 cases of mucinous cystadenocarcinoma (10.3%). There was no significant difference in the proportion of positive first incision margin, intraoperative blood transfusion, postoperative B/C pancreatic fistula, postoperative massive hemorrhage and postoperative gastroparesis between the two groups (all P>0.05). The operative time and intraoperative blood loss in the suspension group were (200.3±13.5) min and (148.6±42.2) ml respectively, less than that in the control group (223.5±36.3) min and (205.3±63.3) ml, and the hospital stay in the suspension group was 14 (12, 17) d, shorter than that in the control group 26 (17, 32) d. The differences were statistically significant (all P<0.05). Conclusion:Gastric triangle suspension in L-RAMPS for patients of pancreatic body and tail malignant tumor can reduce the amount of intraoperative bleeding, shorten the operation time and hospital stay, is a reliable and simple suspension method.
3.Influencing factors for depression and anxiety symptoms among the elderly
YANG Hongying ; LI Lian ; PAN Kaijie ; CHEN Xiang ; TANG Jianyan ; HUA Er ; ZHOU Ying ; BIAN Guolin
Journal of Preventive Medicine 2024;36(11):926-930
Objective:
To investigate the factors affecting depression and anxiety symptoms among the elderly, so as to provide the basis for promoting mental health among the elderly.
Methods:
The elderly aged 60 years and above in Ningbo City, Zhejiang Province were recruited using the multistage stratified random sampling method from June to August 2022, and demographic information, lifestyle and self-rated health status were collected by questionnaires. The symptoms of depression and anxiety were assessed by the Patient Health Questionnaire-9 (PHQ-9) and the Generalized Anxiety Disorder-7 (GAD-7), respectively. The presence of depressive and anxiety symptoms was determined when both the PHQ-9 score and the GAD-7 score were 10 points and higher. Factors affecting depressive and anxiety symptoms were identified using a multivariable logistic regression model.
Results:
A total of 7 771 individuals were surveyed, including 3 490 males (44.91%) and 4 281 females (55.09%), and had a mean age of (72.11±6.79) years. The prevalence of depression and anxiety symptoms was 2.05%. Multivariable logistic regression analysis identified residence (urban area, OR=0.316, 95%CI: 0.201-0.498), sedentary duration (<3 h/d, OR=0.349, 95%CI: 0.232-0.525; 3-5 h/d, OR=0.458, 95%CI: 0.313-0.671), physical activity (≥3 times/week, OR=0.551, 95%CI: 0.373-0.815), sleep quality (poor, OR=2.491, 95%CI: 1.738-3.571), social isolation (OR=1.688, 95%CI: 1.148-2.481) and self-rated health (poor, OR=5.857, 95%CI: 3.547-9.671; normal, OR=1.903, 95%CI: 1.234-2.937) as the influencing factors for depression and anxiety symptoms among the elderly.
Conclusion
The prevalence of depression and anxiety symptoms among the elderly is associated with residence, sedentary duration, sleep quality, physical activity, social interactions and self-rated health status.
4.Surveillance of bacterial resistance in tertiary hospitals across China:results of CHINET Antimicrobial Resistance Surveillance Program in 2022
Yan GUO ; Fupin HU ; Demei ZHU ; Fu WANG ; Xiaofei JIANG ; Yingchun XU ; Xiaojiang ZHANG ; Fengbo ZHANG ; Ping JI ; Yi XIE ; Yuling XIAO ; Chuanqing WANG ; Pan FU ; Yuanhong XU ; Ying HUANG ; Ziyong SUN ; Zhongju CHEN ; Jingyong SUN ; Qing CHEN ; Yunzhuo CHU ; Sufei TIAN ; Zhidong HU ; Jin LI ; Yunsong YU ; Jie LIN ; Bin SHAN ; Yunmin XU ; Sufang GUO ; Yanyan WANG ; Lianhua WEI ; Keke LI ; Hong ZHANG ; Fen PAN ; Yunjian HU ; Xiaoman AI ; Chao ZHUO ; Danhong SU ; Dawen GUO ; Jinying ZHAO ; Hua YU ; Xiangning HUANG ; Wen'en LIU ; Yanming LI ; Yan JIN ; Chunhong SHAO ; Xuesong XU ; Wei LI ; Shanmei WANG ; Yafei CHU ; Lixia ZHANG ; Juan MA ; Shuping ZHOU ; Yan ZHOU ; Lei ZHU ; Jinhua MENG ; Fang DONG ; Zhiyong LÜ ; Fangfang HU ; Han SHEN ; Wanqing ZHOU ; Wei JIA ; Gang LI ; Jinsong WU ; Yuemei LU ; Jihong LI ; Qian SUN ; Jinju DUAN ; Jianbang KANG ; Xiaobo MA ; Yanqing ZHENG ; Ruyi GUO ; Yan ZHU ; Yunsheng CHEN ; Qing MENG ; Shifu WANG ; Xuefei HU ; Wenhui HUANG ; Juan LI ; Quangui SHI ; Juan YANG ; Abulimiti REZIWAGULI ; Lili HUANG ; Xuejun SHAO ; Xiaoyan REN ; Dong LI ; Qun ZHANG ; Xue CHEN ; Rihai LI ; Jieli XU ; Kaijie GAO ; Lu XU ; Lin LIN ; Zhuo ZHANG ; Jianlong LIU ; Min FU ; Yinghui GUO ; Wenchao ZHANG ; Zengguo WANG ; Kai JIA ; Yun XIA ; Shan SUN ; Huimin YANG ; Yan MIAO ; Mingming ZHOU ; Shihai ZHANG ; Hongjuan LIU ; Nan CHEN ; Chan LI ; Jilu SHEN ; Wanqi MEN ; Peng WANG ; Xiaowei ZHANG ; Yanyan LIU ; Yong AN
Chinese Journal of Infection and Chemotherapy 2024;24(3):277-286
Objective To monitor the susceptibility of clinical isolates to antimicrobial agents in tertiary hospitals in major regions of China in 2022.Methods Clinical isolates from 58 hospitals in China were tested for antimicrobial susceptibility using a unified protocol based on disc diffusion method or automated testing systems.Results were interpreted using the 2022 Clinical &Laboratory Standards Institute(CLSI)breakpoints.Results A total of 318 013 clinical isolates were collected from January 1,2022 to December 31,2022,of which 29.5%were gram-positive and 70.5%were gram-negative.The prevalence of methicillin-resistant strains in Staphylococcus aureus,Staphylococcus epidermidis and other coagulase-negative Staphylococcus species(excluding Staphylococcus pseudintermedius and Staphylococcus schleiferi)was 28.3%,76.7%and 77.9%,respectively.Overall,94.0%of MRSA strains were susceptible to trimethoprim-sulfamethoxazole and 90.8%of MRSE strains were susceptible to rifampicin.No vancomycin-resistant strains were found.Enterococcus faecalis showed significantly lower resistance rates to most antimicrobial agents tested than Enterococcus faecium.A few vancomycin-resistant strains were identified in both E.faecalis and E.faecium.The prevalence of penicillin-susceptible Streptococcus pneumoniae was 94.2%in the isolates from children and 95.7%in the isolates from adults.The resistance rate to carbapenems was lower than 13.1%in most Enterobacterales species except for Klebsiella,21.7%-23.1%of which were resistant to carbapenems.Most Enterobacterales isolates were highly susceptible to tigecycline,colistin and polymyxin B,with resistance rates ranging from 0.1%to 13.3%.The prevalence of meropenem-resistant strains decreased from 23.5%in 2019 to 18.0%in 2022 in Pseudomonas aeruginosa,and decreased from 79.0%in 2019 to 72.5%in 2022 in Acinetobacter baumannii.Conclusions The resistance of clinical isolates to the commonly used antimicrobial agents is still increasing in tertiary hospitals.However,the prevalence of important carbapenem-resistant organisms such as carbapenem-resistant K.pneumoniae,P.aeruginosa,and A.baumannii showed a downward trend in recent years.This finding suggests that the strategy of combining antimicrobial resistance surveillance with multidisciplinary concerted action works well in curbing the spread of resistant bacteria.
5.Molecular mechanism underlying in vitro improvement of structure of intestinal flora of gastrointestinal simulation of spleen deficiency canines and repairing ad-hesion barrier of Caco-2 cells by modified Yigong powder
Jin ZHANG ; Minai ZHANG ; Haili WANG ; Kaijie XU ; Shoupeng GUO ; Xichun ZHANG ; Shuming CHEN
Chinese Journal of Veterinary Science 2024;44(6):1280-1289
To investigate the molecular mechanism of modified Yigong powder(MYG)in the treat-ment of spleen deficiency syndrome based on network pharmacology and analyzed the effect of MYG on gastrointestinal simulated intestinal flora of spleen deficiency dogs and mucosal barrier of Caco-2 cells,as well as the interaction between intestinal flora and mucosal barrier.The molecular mechanism of MYG in the treatment of spleen deficiency syndrome was predicted by network pharmacology.The fecal samples of three canines(12±1)years old with spleen deficiency were collected to establish an in vitro gastrointestinal simulation system,which was divided into the o-riginal fecal sample group,the gastrointestinal simulation group and the gastrointestinal simulation treated by MYG group.The structural changes of the flora in each group were detected by 16S rD-NA sequencing.The metabolites were extracted from the gastrointestinal simulation system trea-ted by MYG group to study its effect on LPS-induced Caco-2 cell mucosal barrier injury model.The cell experiments included the blank control group,LPS model group,modified Yigong metabolite group.The permeability of mucosal was determined by fluorescein sodium,and then relative ex-pression levels of Claudin-1,Occludin and ZO-1 mRNA were determined by qPCR.The correlation between intestinal flora and Caco-2 cell mucosal barrier index after MYG intervention was further analyzed.The results showed that MYG had 76 active ingredients and 45 potential targets for the treatment of spleen deficiency syndrome.Forty key targets were obtained through protein interac-tion analysis,34 items were obtained by GO enrichment analysis,and 16 pathways were obtained by KEGG enrichment analysis.In the gastrointestinal simulation system,compared with the gas-trointestinal simulation group,at the phylum level,the abundance of Firmicutes,Bacteroides and Actinobacteriota increased significantly(P<0.05),and the abundance of Proteobacteria decreased significantly(P<0.05).At the genus level,the abundance of Fusobacterium,[Ruminococcus]gna-vus group and Blautia increased significantly(P<0.05),while the abundance of Escherichia-Shi-gella and Citrobacter decreased significantly(P<0.05).The diversity index of intestinal flora in the gastrointestinal simulation treated by MYG group was significantly increased(P<0.05).In cell experiments,compared with the LPS model group,the mucosal permeability of Caco-2 cells in the modified Yigong metabolite group was significantly reduced(P<0.01),and the expression levels of Claudin-1,Occludin and ZO-1 mRNA were significantly increased(P<0.01).Correlation analysis showed that there was a certain correlation between bacterial community structure and mucosal barrier indexes.In summary,MYG may act on 40 key targets such as TNF,IL6,IL18,CX-CL8 and AKT1 through 76 active ingredients such as quercetin,arachidonic acid and naringin,and treat spleen deficiency syndrome in dogs through 16 signaling pathways such as AGE-RAGE,FoxO and HIF-l.In addition,the gastrointestinal metabolites of MYG up-regulate tight junction protein mRNA expression,reduce mucosal permeability,and repair mucosal barrier,which may be related to MYG's regulation of flora structure.
6.Alterations of β-γ coupling of scalp electroencephalography during epilepsy.
Kaijie LI ; Junfeng LU ; Renping YU ; Rui ZHANG ; Mingming CHEN
Journal of Biomedical Engineering 2023;40(4):700-708
Uncovering the alterations of neural interactions within the brain during epilepsy is important for the clinical diagnosis and treatment. Previous studies have shown that the phase-amplitude coupling (PAC) can be used as a potential biomarker for locating epileptic zones and characterizing the transition of epileptic phases. However, in contrast to the θ-γ coupling widely investigated in epilepsy, few studies have paid attention to the β-γ coupling, as well as its potential applications. In the current study, we use the modulation index (MI) to calculate the scalp electroencephalography (EEG)-based β-γ coupling and investigate the corresponding changes during different epileptic phases. The results show that the β-γ coupling of each brain region changes with the evolution of epilepsy, and in several brain regions, the β-γ coupling decreases during the ictal period but increases in the post-ictal period, where the differences are statistically significant. Moreover, the alterations of β-γ coupling between different brain regions can also be observed, and the strength of β-γ coupling increases in the post-ictal period, where the differences are also significant. Taken together, these findings not only contribute to understanding neural interactions within the brain during the evolution of epilepsy, but also provide a new insight into the clinical treatment.
Humans
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Scalp
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Epilepsy/diagnosis*
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Brain
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Electroencephalography
7.Analysis of acceptance testing results of 60 extraoral dental X-ray equipment in Beijing, China
Yueming LI ; Shicheng TANG ; Zhujun CHEN ; Shizhou CAO ; Mingxia SUN
Chinese Journal of Radiological Health 2023;32(4):422-426
Objective To analyze the results of acceptance testing of 60 extraoral dental X-ray equipment in Beijing, China from 2021 to 2022, and understand the main types and performance parameters of newly installed extraoral dental X-ray machines in the clinical market of Beijing, as well as the level of installation and trial run of the whole machine by various manufacturers, and to summarize the problems found in acceptance testing for improving equipment testing. Methods Field acceptance testing and evaluation were carried out according to the Specification for Testing of Quality Control in Medical X-Ray Diagnostic Equipment (WS 76—2020). Results The overall qualified rate of 60 extraoral dental X-ray equipment was 98.33%. Under the same condition of the same tube voltage for one dental equipment, the maximum deviation of the tube voltage indicated by the two modes (panorama and skull) is 5.5%, and the maximum difference of the half-value layer of the useful beam is 1.22 mm Al. There is also a certain difference between the exposure time indicating deviation from the panorama and the skull, with a maximum difference of 75.51%. Conclusion Strengthening ex-factory quality control, installing, and debugging of equipment can basically guarantee the performance of newly installed equipment. In the testing process, it is critical to ensure the effective point of measurement of the dose detector located on the central axis of the primary beam.
8.Retrospective cohort study of early and mid-term results of HCR and MICS-CABG in coronary artery disease patients with low ejection fraction and non diabetes mellitus
Hongliang LIANG ; Diancai ZHAO ; Kaijie WANG ; Pengfei JI ; Weixun DUAN ; Wei YI ; Xiaochao DONG ; Tao CHEN ; Shiqiang YU ; Jincheng LIU
Chinese Journal of Thoracic and Cardiovascular Surgery 2022;38(12):757-761
Objective:To compare the early and mid-term results of hybrid coronary revascularization (HCR) and minimally invasive multivessel coronary artery bypass grafting (MICS-CABG) in coronary artery disease patients with low left ventricular ejection fraction and non diabetes mellitus, and to explore the indication of HCR and MICS-CABG.Methods:A retrospective cohort analysis of HCR and MICS-CABG cases with preoperative left ventricular ejection fraction less than 0.40, and without diabetes mellitus were conducted in Xijing Hospital from January 2015 to December 2019. 36 cases in HCR group and 17 cases in MICS group were included in this study. For HCR procedure, minimally invasive left internal mammary artery(LIMA) to the left anterior descending artery (LAD) bypass surgery were performed, and followed by percutaneous coronary intervention (PCI) to treat non LAD lesion 1 to 4 weeks later. MICS-CABG procedure was performed through left anterior small thoracotomy minimally invasive direct coronary artery bypass grafting for multiple diseased vessels.Results:The preoperative SYNTAX score in MICS group was significantly higher than that in HCR group ( P<0.05). There was no perioperative death in both groups. Troponin I, postoperative drainage volume, blood transfusion volume and ventilator ventilation time in MICS group were significantly higher than those in HCR group ( P<0.05). After 12 months follow-up, no patient died in both groups. Furthermore, all LIMA grafts were patency. The stenosis rate of drug-eluting stents in HCR group was similar to that of great saphenous vein grafts in MICS group. LVEF and left ventricular end diastolic diameter of both groups were significantly improved 12 months after operation ( P<0.05). Conclusion:HCR and MICS-CABG are minimally invasive and safe treatment for multivessel coronary artery disease patients with low ejection fraction and non diabetese mellitus. The early and mid-term therapeutic effects are satisfactory. If coronary artery lesions other than LAD are suitable for PCI, HCR should be the preferred treatment.
9.Effect of PRMT5 Expression Knockdown on Proliferation, Invasion and Apoptosis of Gastric Cancer Cells and Its Mechanism
Ping GUO ; Jian CHEN ; Huaqiang WANG ; Kaijie GE
Cancer Research on Prevention and Treatment 2021;48(8):757-761
Objective To observe the expression level of PRMT5 in gastric cancer cells, and explore the effect of knocking down the expression level of PRMT5 on the biological behavior of gastric cancer cells. Methods Western blot was used to detect the expression of PRMT5 protein in gastric cancer cell lines MGC803, SGC7901, MKN45 and human gastric epithelial cells GES-1. siRNA1 and siRNA2 plasmids were transfected to knock down the expression of PRMT5. Cell proliferation and apoptosis assay, transwell assay were used to detect cell proliferation, apoptosis and invasion abilities, respectively. The protein expression levels of β-catenin, cyclin D1 and Bax were detected. Results Compared with GES-1 cells, PRMT5 protein expression levels increased in MGC803, SGC7901 and MKN45 cells (
10.On the situational doctor-patient communication skills training course based on chest pain center
You CHEN ; Kaijie WANG ; Xiang XIE ; Qian ZHAO ; Yitong MA
Chinese Journal of Medical Education Research 2020;19(10):1179-1182
Objective:To explore the effect of the situational doctor-patient communication skills training course based on chest pain center.Methods:The "5+3" integrated students of clinical medicine were selected to take the doctor-patient communication skills training course. The typical cases of chest pain center were written as module units, and were divided into 3 modules according to the disease types and the training contents of doctor-patient communication. The effect evaluation was performed before the course and after each module course, including the Liverpool doctor communication skills assessment scale, the college student empathy ability scale and emotional intelligence evaluation scale.Results:The students' communication ability, empathy ability, and emotional intelligence were significantly improved by three modules of practical training courses (all P<0.05). Among them, the communication ability of medical students was improved after each lecture in module 1, module 2 and module 3 (all P<0.05), which was 84% higher than that before the course [(28.2±2.7) vs. (15.3±3.9)]. After each lecture in module 1 and module 2, the empathy ability of medical students was improved (both P<0.05), which was 34% higher than that before teaching [(132.7±12.5) vs. (99.0±17.4)]. After each lecture in module 2 and module 3, the emotional intelligence of medical students was improved by 34% [(138.5±13.0) vs. (103.0±16.6)] (both P<0.05). Conclusion:The situational doctor-patient communication skills training course based on chest pain center, as a practical course of doctor-patient communication for medical students at the undergraduate stage, can effectively improve students' doctor-patient communication ability, empathy ability and emotional intelligence.


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