1.Discussion on Construction of a Multi-Agent "Cross-scale" Collective Decision-making Model for Superior Disease Entities in Sichuan-style Traditional Chinese Medicine
Qiuping CHEN ; Hang ZHOU ; Dan ZHENG ; Baixue LI ; Chenhao LIU ; Ju CHEN ; Jibin LIU ; Quansheng FENG ; JIANGYUMING ; Cen JIANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(14):1-13
At present, the systematic excavation of the clinical experience and academic thought of the Sichuan school of Chinese medicine vis-à-vis its dominant disease entities remains fragmentary, and replicable paradigms are scarce. Confronted with empirical fragmentation, data heterogeneity and decision-making subjectivity, the standardised distillation, inheritance and clinical translation of these distinctive experiences has become a critical bottleneck constraining the development of the Sichuan school. The integration of artificial-intelligence technologies in data processing, pattern recognition and intelligent decision-making has rendered deep mining of traditional Chinese medicine(TCM) clinical knowledge and patterns imperative. Constructing an intelligent modern TCM diagnostic-therapeutic-evaluative system is now the obligatory route for inheritance and innovation in Chinese medicine, and simultaneously provides a technological breakthrough for intelligent decision paradigms in the dominant diseases of the Sichuan school. Accordingly, this study adopts the regional academic school as its point of entry, focuses on the dominant diseases of the Sichuan school, and proposes an innovative pathway of "four-dimensional data-multi-modal fusion-multi-agent decision-making". Specifically, four data dimensions are defined and instantiated: (Ⅰ) knowledge from classical medical literature and historical case records. (Ⅱ) objective four-diagnosis phenotypic data. (Ⅲ) master physicians' prescribing regularities. (Ⅳ) characteristic mechanisms of renowned formulae. Leveraging multi-modal data fusion and generative artificial intelligence, the entire causal chain of Famous Physicians and Renowned Formulas is explicated to reconstruct the diagnostic-therapeutic cognitive logic of the regional school. Finally, a multi-agent collective-decision model is established and refined for the dominant diseases of the Sichuan school, capable of generating precise, individualised treatment regimens and thereby advancing an intelligent diagnostic-therapeutic paradigm that delivers more efficient and accurate clinical decision support.
2.Epidemiological characteristics of positive nucleic acid test results of the discharged re-positive cases infected with SARS-CoV-2 in Pudong New Area, Shanghai
Yanxin XIE ; Songqing GUO ; Lili FENG ; Chuchu YE ; Shaotan XIAO ; Lipeng HAO ; Dan LIU
Shanghai Journal of Preventive Medicine 2025;37(3):222-226
ObjectiveTo obtain the epidemiological characteristics of re-positive cases infected with SARS-CoV-2 in Pudong New Area from March to July 2022, including clinical manifestations, duration of a negative nucleic acid conversion after tested for re-positive, and length of time from the discharge of the initial infection to the most recent re-positivity, so as to provide a scientific basis for the prevention and control of COVID-19. MethodsA questionnaire survey was conducted among the re-positive cases infected with SARS-CoV-2 after discharged from hospital/quarantine facility in Pudong New Area, and descriptive epidemiological methods were used for characteristics analysis. ResultsA total of 2 422 re-positive cases met the inclusive and exclusive criteria, with males accounting for 61.02%. The age distribution mainly fell between 18 and <60 years old, accounting for 62.39%. Clinical manifestations were predominantly asymptomatic (72.15%), followed by cough (12.03%) and sore throat (6.58%). Among the stratified randomized sample of 416 individuals, there were statistically significant differences in symptoms (χ²=262.667, P<0.001), clinical typing (χ²=12.996, P=0.001), and duration of a negative nucleic acid conversion (χ²=142.578, P<0.001) between the initial positive and re-positive instances. Besides, statistically significant differences in symptoms (χ²=13.696, P=0.016) and self-perception of the severity of re-infection (χ²=7.923, P=0.048) between the initial and re-positive cases were observed by different genders. ConclusionAmong re-positive cases, males experienced milder symptoms compared to females, and the self-perception of symptoms during re-positivity is milder than that in the initial positive infection. The length of time for negative nucleic acid conversion during the initial positive period is shorter than that during the re-positive period.
3.Trends of drug resistance rate of Acinetobacter baumannii strains isolated from intensive care medicine department of a three-A hospital from 2017 to 2024
Liwei ZHANG ; Chengyi FENG ; Pengfei WANG ; Lili ZHU ; Dan JIN ; Shufang JIANG ; Jia DI
Chinese Journal of Nosocomiology 2025;35(13):2001-2006
OBJECTIVE To observe the isolation rates and drug resistance rates of Acinetobacter baumannii strains isolated from intensive care unit(ICU)patients in 8 consecutive years so as to provide bases for reasonable clinical application of antibiotics and control of infections.METHODS The isolation rates and specimens from which the A.baumannii and carbapenem-resistant A.baumannii(CRAB)strains were isolated from ICU patients of the First People's Hospital of Changzhou between 2017 and 2024 were retrospectively analyzed.The trends of the drug resistance rates were observed.RESULTS Totally 2078(18.03%)strains of A.baumannii were isolated from the ICU patients from 2017 to 2024,and there was no significant difference in the changing trend among the years(x2=-1.573,P=0.116).Among the A.baumannii strains that were isolated from 2017 to 2024,58.08%were isolated from sputum,and 24.25%from lavage fluid specimens;the percentage of sputum specimens showed a downward trend in the 8 years(x2=-8.257,P<0.001),while the percentage of lavage fluid speci-mens showed an upward trend(x2=12.964,P<0.001).The isolation rate of the CRAB strains was 91.48%in 2017,92.61%in 2018,92.56%in 2019,82.53%in 2020,52.44%in 2021,showing a down-ward trend,and it began to rise in 2022-2024,there was significant difference(x2=-2.277,P=0.012).The isolation rates of the CRAB strains from both sputum and lavage fluid specimens showed downward trends and then upward trends(all P<0.05).The drug resistance rates of the A.baumannii strains to piperacillin and minocycline showed slow upward trends,while the drug resistance rates to gentamicin and tigecycline showed downward trends,and there were significant differences(P<0.05).The drug resistance rates of the A.bau-mannii strains to imipenem and meropenem remained more than 90%.CONCLUSIONS Acinetobacter spp is the major pathogen causing the hospital-acquired infection.The isolation rate of CRAB strains shows a downward trend then a upward trend in recent two years.It is necessary for the hospital to standardize the submission of spu-tum specimens and increase the aseptic submission.The A.baumannii strains show high drug resistance rates to the commonly used antibiotics.Polymyxin B,tigecycline and minocycline are the major antibiotics for treatment of CRAB infection.
4.Characteristics and factors affecting treatment in hospitalized patients with abnormal uterine bleeding in sub-plateau region
Dan-feng DU ; Ru-juan WANG ; Rong-qun CHA ; Ping JIANG ; Li-qin WANG ; Xi CHEN ; Li-na YANG ; Zhi-yong WU
Fudan University Journal of Medical Sciences 2025;52(3):408-415,423
Objective To investigate the clinical characteristics of women with abnormal uterine bleeding(AUB)in sub-plateau regions and analyze the factors affecting their treatment methods.Methods AUB patients who were hospitalized from Jan 1,2018 to Dec 31,2022,in a sub-plateau region(Yongping County People's Hospital of Yunnan Province)with an average altitude of 1 620 meters were selected.The general clinical characteristics of the patients were summarized,and patients were classified into two categories(with or without uterine structural lesion)and nine subtypes(PALM-COEIN)according to the FIGO recommended etiological classification guidelines.Then the patients were divided into groups based on the presence or absence of uterine structural lesions,ethnic group(Han and minority),conservative drug treatment and surgical treatment groups,blood transfusion and non-blood transfusion groups.Binary Logistic regression analysis was used to identify factors affecting treatment methods.Results A total of 481 AUB patients enrolled,and the delayed consultation rate was as high as 80.46%,and the proportion of overweight and obese patients was 49.90%,which was higher than the average level among Chinese women.The main cause was AUB-O(AUB-ovulatory dysfunction),accounting for 78.59%of cases,the proportion of patients with delayed medical treatment was higher than those without delayed medical treatment(82.17%vs.74.47%).Patients who received blood transfusion were significantly younger,had lower hemoglobin(HGB)levels,fewer pregnancies,and lower BMI compared to those in the non-blood transfusion group(P<0.05).Univariate analysis showed that the surgical treatment group had older age,longer onset time,higher HGB levels,more pregnancies and deliveries,higher BMI,a higher proportion of Han ethnicity patients,lower rates of non-blood transfusion,higher rates of hypertension,and more uterine structural lesions compared to the conservative drug treatment group.Multivariate regression analysis revealed that blood transfusion treatment reduced the probability of surgical treatment.Age and uterine structural lesions were risk factors for requiring surgical treatment,for each additional year of age,the risk of undergoing surgical treatment increased by 10%.The risk of requiring surgical treatment for patients with uterine structural lesions was 2.987 times higher than for those without.Conclusion AUB patients in this sub-plateau regions have a high rate of delayed consultation and a high proportion of overweight and obesity,with AUB-O being the primary cause.Older age and the presence of uterine structural lesions were risk factors for requiring surgical treatment.
5.Honey-processed Hedysari Radix regulating the colon of spleen qi deficiency rats study on the GPR41/GPR43 mediated mitogen-activated protein kinases signal pathway
Er-dan XIN ; Guo-feng LI ; Tian-tian BIAN ; Yu-gui ZHANG ; Fei-yun GAO ; Ting LIU ; Zhuan-hong ZHANG ; Yue-feng LI
The Chinese Journal of Clinical Pharmacology 2025;41(2):215-219
Objective To explore the mechanism of honey-processed Hedysari Radix in the regulation of intestinal immunity in rats with spleen qi deficiency,which was based on G protein-coupled receptor 41(GPR41)/GPR43-mediated mitogen-activated protein kinase(MAPK)signaling pathway.Methods The three-factor composite modeling method of eating disorder,diarrhea and fatigue was used to establish a model of spleen qi deficiency,and the rats were randomly divided into model,honey-processed Hedysari Radix,probiotics and blank groups with 15 rats per group.The honey-processed Hedysari Radix group was given by gavage 12.6 g·kg-1 aqueous extract of honey-processed Hedysari Radix.The probiotics group was given 0.625 g·kg-1 bifidobacterium triple viable solution by gavage.The blank and model groups were given the same dose of distilled water by gavage.Four groups were treated for 15 d with once a day.The expression levels of GPR41,GPR43,P38 MAPK,c-Jun N-terminal kinase(JNK)and extracellular regulatory protein kinase 1/2(ERK1/2)in colon tissues were detected by Western blotting.Results The relative expression levels of GPR41 in the blank,model,honey-processed Hedysari Radix and probiotics groups were 0.95±0.07,0.45±0.03,0.84±0.19 and 0.86±0.20;the relative expression levels of GPR43 were 1.17±0.11,0.41±0.06,0.66±0.03 and 0.57±0.01;the phosphorylated ERK1/2/ERK1/2 ratios were 0.16±0.01,0.43±0.01,0.39±0.01 and 0.36±0.02;the phosphorylated JNK/JNK ratios were 0.58±0.05,1.47±0.10,0.90±0.11 and 0.90±0.11;the phosphorylated P38 MAPK/P38 MAPK ratios were 1.77±0.33,3.19±0.03,2.01±0.17 and 2.23±0.59,respectively.Compared with the model group,the differences of above indexes were statistically significant in the honey-processed Hedysari Radix and probiotics groups(P<0.05,P<0.01).Conclusion The mechanism of honey-processed Hedysari Radix regulating intestinal immunity in rats with spleen qi deficiency is related to the regulation of GPR41/GPR43 mediated MAPK signaling pathway.
6.Economic losses due to healthcare-associated infection after Da Vinci ro-botic thoracic surgery:a retrospective study based on propensity score matching
Liwei ZHANG ; Jia DI ; Yuan TAO ; Chengyi FENG ; Lili ZHU ; Dan JIN ; Shufang JIANG
Chinese Journal of Infection Control 2025;24(4):518-525
Objective To understand the economic losses due to healthcare-associated infection(HAI)in patients after Da Vinci robotic thoracic surgery,and provide basis for preventing and controlling HAI after robotic surgery.Methods Patients who underwent Da Vinci robotic surgery from April 2019 to April 2023 were retrospective stu-died.Patients were divided into HAI group and non-HAI group based on the occurrence of postoperative infection.Through 1∶1 propensity score matching(PSM),31 cases were included in each group,economic losses of two groups of patients were compared.Results A total of 921 patients who underwent Da Vinci robotic thoracic surgery were included in the study,51 cases with HAI(HAI group)and 870 without HAI(non-HAI group).After 1∶1 PSM,31 cases were included in each group.Four covariates were compared between two groups of patients before PSM,namely gender,age,comorbidities,and the American Society of Anesthesiologists(ASA)grading,all with statistically significant differences(all P<0.05).After PSM,distribution of the above covariates reached equilib-rium between the two groups(both P>0.05).The median total expense for HAI group before PSM during hospi-talization was 88 711.72 Yuan,while 78 509.46 Yuan for the non-HAI group.The direct economic losses caused by HAI after Da Vinci robot surgery was 10 202.26 Yuan,mainly increased by expense of medicine,nursing,laborato-ry diagnosis,etc.Difference in western medicine expense was the highest(8 839.12 Yuan),out of which expense of antimicrobial agents accounted for the highest proportion(73.55%).Difference in daily hospitalization expense between HAI-group and non-HAI group was 502.38 Yuan.Length of hospital stay of patients in HAI group and non-HAI group were(21.59±10.62)and(13.92±9.21)days,respectively,with statistical differences(all P<0.05).Conclusion The occurrence of HAI in patients undergoing Da Vinci robotic thoracic surgery leads to direct economic losses,with obvious increases in expenses of nursing,laboratory diagnosis,western medicine(mainly an-timicrobial agents).Length of hospital stay of patients also prolongs.
7.Effects of problem-based learning combined with mini-clinical evaluation exercise on the training of post competency of interns in the Department of Neurology
Ke XU ; Bao SU ; Xiaolin YANG ; Dan ZHU ; Peng ZHENG ; Qisi WU ; Ning WU ; Jinzhou FENG
Chinese Journal of Medical Education Research 2025;24(11):1534-1539
Objective:To explore the application value of problem-based learning (PBL) combined with mini-clinical evaluation exercise (Mini-CEX) in the development of post competency for interns in the Department of Neurology.Methods:A total of 56 interns rotating at the Department of Neurology of The First Affiliated Hospital of Chongqing Medical University from June 2023 to January 2024 were enrolled as the study subjects. They were randomly divided into a control group and an experiment group using the random number table method, with 28 interns in each group. The control group received traditional methods including small lectures and teaching rounds, while the experimental group received the PBL teaching method combined with Mini-CEX. The teaching effectiveness was evaluated through theoretical assessments, practical skill evaluations, teacher and student satisfaction surveys, and Mini-CEX scale assessments conducted at the beginning, middle, and end of the rotation for the experimental group. The data were analyzed using SPSS 23.0 software. For continuous data, the independent-samples t test or Mann-Whitney U test was used for comparison between groups. The chi-square test was used for categorical data and the Kruskal-Wallis H test for repeated-measurement data. Results:The theoretical scores [(45.36±2.67) vs. (42.00±4.29), P<0.01] and practical skill scores [(45.11±2.53) vs. (42.39±4.53), P<0.01] were significantly higher in the experimental group compared to the control group. The Mini-CEX score of the experimental group at the end of the rotation was notably higher than that at the beginning of rotation ( P<0.05), and their abilities improved continuously. The satisfaction rates of teachers and students in the experimental group were 71.43% (20/28) and 67.86% (19/28), respectively, which were significantly higher than those in the control group [39.29% (11/28) and 35.71% (10/28), P<0.05]. Conclusions:The teaching model integrating PBL and Mini-CEX can effectively enhance the post competency of interns in the Department of Neurology, thus offering a new perspective for clinical undergraduate teaching.
8.A practical study on basic medical research team construction and student cultivation mode in universities
Dan TANG ; Xiang LI ; Xi JIN ; Liang ZHOU ; Shijian FENG ; Jing CHEN ; Shiqian QI
Chinese Journal of Medical Education Research 2025;24(7):902-907
This article reviews the challenges faced by research teams in China, and drawing on advanced management modes both in China and abroad, proposes a "dual optimization of management modes, stable and efficient platform support, and flexible and precise talent development" mode for research team construction and student cultivation. Specifically, this mode includes promoting flexible team management through enhanced two-way feedback between mentors and students, improving shared experimental platforms to increase resource utilization efficiency, and designing tailored training programs that align with individual student needs. The aim is to enhance team cohesion, improve the communication, collaboration, and innovation in basic medical research teams, and ultimately raise the quality of talent development in universities.
9.Diagnostic Thresholds of Anti-Müllerian Hormone in Adults with Polycystic Ovary Syndrome and Its Risk Factors for Metabolic Syndrome
Chanjuan ZENG ; Yifei HUANG ; An TAN ; Liyuan FENG ; Dan MA ; Minmin HE ; Ying ZOU
Journal of Practical Obstetrics and Gynecology 2025;41(9):776-781
Objective:To establish a cutoff level of anti-Müllerian hormone(AMH)which could help with the di-agnosis of polycystic ovary syndrome(PCOS)in adults,and to analyze the risk factors of metabolic syndrome(MS).Methods:A retrospectively analyzed 426 PCOS patients(PCOS group)and 205 healthy controls aged 20-39 years from the Health Checkup Center of the Gynecological Endocrine Center,Hunan Maternal and Child Health Hospital from January 2021 to December 2023.AMH diagnostic validity was estimated by receiver operating characteristic(ROC)curves.Patients were subgrouped into PCOS combined metabolic syndrome group(MS-PCOS)and the uncomplicated MS group(UMS-PCOS)according to metabolic status.Multivariate Logistic regression analysis was performed to determine the risk factors for MS in PCOS patients.Results:The serum AMH level was higher in PCOS group than that in the control group(8.42±3.71 ng/ml vs.2.99±0.94 ng/ml,P<0.001).AMH cutoff for the diagnosis of PCOS was determined as≥4.87 ng/ml on ROC analysis,and the area under the curve is 0.981 with 92.7%sensitivity and 94.6%specificity.The prevalence of MS was 18.3%(78 ca-ses)in PCOS group.Subgroup analysis showed that MS-PCOS patients had higher waist circumference,BMI,fasting glucose,dyslipidemia,hypertension(BP>130/85 mmHg),and hormone related index androgen level,but lower AMH vs.UMS-PCOS.Multivariate Logistic regression analysis identified insulin resistance(OR 39.17,95%CI 9.33-164.48),BMI ≥24 kg/m2(OR 3.72,95%CI 1.86-7.45),and hyperandrogenism(OR 2.56,95%CI 1.34-4.89)as independent risk factors of MS.AMH was negatively associated with MS,a single-unit increase in AMH was associated with an 17%decrease in odds of MS(OR 0.83,95%CI 0.73-0.95,P=0.006).Conclusions:Serum AMH levels were significantly higher in adult PCOS patients,with an optimal diagnostic threshold of 4.87 ng/ml.Hyperandrogenism and low AMH levels may predict a higher risk of MS,in addition to metabolism-related factors.
10.Tiaojing Zhuyun formula combined with Dai meridian moxibustion method improves endometrial fibrosis in rats with uterine adhesion by regulating M2 type macrophage polarization
Dan CHOU ; Dan FENG ; Wenwen LIU ; Qian CHEN ; Ruyi XU ; Yuan QI ; Shuxiang HU ; Xinni WANG
Chinese Journal of Immunology 2025;41(10):2334-2340
Objective:To explore the improvement effect of Tiaojing Zhuyun formula combined with Dai meridian moxibustion on endometrial fibrosis in rats with intrauterine adhesions(IUA)by regulating M2 type macrophage polarization.Methods:SD rats were selected to establish an IUA model using a dual injury method of mechanical curettage and lipopolysaccharide infection,which were randomly separated into model group,Tiaojing Zhuyun formula group,Dai meridian moxibustion group,Tiaojing Zhuyun formula+Dai meridian moxibustion group and Bujiale group,with 10 rats in each group,another 10 rats were regarded as a sham operation(control)group,after grouping and treatment,the number of embryo implantation of rats in each group after cage closure was detected;HE staining was applied to detect pathological morphology of uterine tissue in rats in different groups,and their endometrial thickness and glandular number were compared;Masson staining was applied to detect endometrial fibrosis in rats of each group,and the collagen volume fraction(CVF)was compared;ELISA was applied to detect serum levels of profibrotic factor TGF-β1,pro-inflammatory factors IL-1β and IL-6,and levels of procollagen type Ⅰ carboxy-terminal peptide(PⅠNP)and procollagen Ⅲ N-terminal peptide(PⅢNP)of rats in each group;immunofluorescence staining was applied to detect expressions of M2 type macrophage markers CD163 and CD68 in endometrium of rats in each group.Results:Compared with control group,model group showed obvious pathological damage to uterine tissue,thickness of endometrium was thinner,the number of glands and embryo implantation were obviously reduced(P<0.05),endometrial CVF,levels of serum PⅠNP,P Ⅲ NP,TGF-β1,IL-1β and IL-6,and the number of CD163 and CD68 positive cells in endometrium were increased(P<0.05);compared with model group,pathological damage to uterine tissue of rats in Tiaojing Zhuyun formula group,Dai meridian moxibustion group,Tiaojing Zhuyun formula+Dai meridian moxibustion group and Bujiale group was reduced,thickness of endometrium,the number of glands and embryo implantation,and the numbers of CD163 and CD68 positive cells in endometrium were increased(P<0.05),endometrial CVF and levels of serum PⅠNP,P Ⅲ NP,TGF-β1,IL-1β and IL-6 were reduced(P<0.05);compared with Tiaojing Zhuyun formula group and Dai meridian moxibustion group,pathological damage to uterine tissue of rats in Tiaojing Zhuyun formula+Dai meridian moxibustion group and Bujiale group was alleviated,thickness of endometrium,the number of glands and embryo implantation,and the number of CD163 and CD68 positive cells in endometrium were increased(P<0.05),endometrial CVF and levels of serum PⅠNP,P Ⅲ NP,TGF-β1,IL-1β and IL-6 were reduced(P<0.05);there was no obvious change in all indicators between Tiaojing Zhuyun formula+Dai meridian moxibustion group and Bujiale group(P>0.05).Conclusion:Combination of Tiaojing Zhuyun formula and Dai meridian moxibustion can promote the polarization of M2 type macrophages,thereby inhibiting inflammation and endometrial fibrosis in IUA rats,and improving their symptoms of uterine adhesions.

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