1.Characteristics of Traditional Chinese Medicine Syndromes in Patients with Concurrent Postmenopausal Osteoporosis and Knee Osteoarthritis
Xin CUI ; Huaiwei GAO ; Long LIANG ; Ming CHEN ; Shangquan WANG ; Ting CHENG ; Yili ZHANG ; Xu WEI ; Yanming XIE
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(12):257-265
ObjectiveTo explore the characteristics of traditional Chinese medicine (TCM) syndromes in the patients with concurrent knee osteoarthritis (KOA) and postmenopausal osteoporosis (PMOP) and provide a scientific basis for precise TCM syndrome differentiation, diagnosis, and treatment of such concurrent diseases. MethodsA prospective, multicenter, cross-sectional clinical survey was conducted to analyze the characteristics of TCM syndromes in the patients with concurrent PMOP and KOA. Excel 2021 was used to statistically analyze the general characteristics of the included patients. Continuous variables were reported as
2.Characteristics of Traditional Chinese Medicine Syndromes in Patients with Concurrent Postmenopausal Osteoporosis and Knee Osteoarthritis
Xin CUI ; Huaiwei GAO ; Long LIANG ; Ming CHEN ; Shangquan WANG ; Ting CHENG ; Yili ZHANG ; Xu WEI ; Yanming XIE
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(12):257-265
ObjectiveTo explore the characteristics of traditional Chinese medicine (TCM) syndromes in the patients with concurrent knee osteoarthritis (KOA) and postmenopausal osteoporosis (PMOP) and provide a scientific basis for precise TCM syndrome differentiation, diagnosis, and treatment of such concurrent diseases. MethodsA prospective, multicenter, cross-sectional clinical survey was conducted to analyze the characteristics of TCM syndromes in the patients with concurrent PMOP and KOA. Excel 2021 was used to statistically analyze the general characteristics of the included patients. Continuous variables were reported as
3.Explainable machine learning model for predicting septic shock in critically sepsis patients based on coagulation indexes: A multicenter cohort study.
Qing-Bo ZENG ; En-Lan PENG ; Ye ZHOU ; Qing-Wei LIN ; Lin-Cui ZHONG ; Long-Ping HE ; Nian-Qing ZHANG ; Jing-Chun SONG
Chinese Journal of Traumatology 2025;28(6):404-411
PURPOSE:
Septic shock is associated with high mortality and poor outcomes among sepsis patients with coagulopathy. Although traditional statistical methods or machine learning (ML) algorithms have been proposed to predict septic shock, these potential approaches have never been systematically compared. The present work aimed to develop and compare models to predict septic shock among patients with sepsis.
METHODS:
It is a retrospective cohort study based on 484 patients with sepsis who were admitted to our intensive care units between May 2018 and November 2022. Patients from the 908th Hospital of Chinese PLA Logistical Support Force and Nanchang Hongdu Hospital of Traditional Chinese Medicine were respectively allocated to training (n=311) and validation (n=173) sets. All clinical and laboratory data of sepsis patients characterized by comprehensive coagulation indexes were collected. We developed 5 models based on ML algorithms and 1 model based on a traditional statistical method to predict septic shock in the training cohort. The performance of all models was assessed using the area under the receiver operating characteristic curve and calibration plots. Decision curve analysis was used to evaluate the net benefit of the models. The validation set was applied to verify the predictive accuracy of the models. This study also used Shapley additive explanations method to assess variable importance and explain the prediction made by a ML algorithm.
RESULTS:
Among all patients, 37.2% experienced septic shock. The characteristic curves of the 6 models ranged from 0.833 to 0.962 and 0.630 to 0.744 in the training and validation sets, respectively. The model with the best prediction performance was based on the support vector machine (SVM) algorithm, which was constructed by age, tissue plasminogen activator-inhibitor complex, prothrombin time, international normalized ratio, white blood cells, and platelet counts. The SVM model showed good calibration and discrimination and a greater net benefit in decision curve analysis.
CONCLUSION
The SVM algorithm may be superior to other ML and traditional statistical algorithms for predicting septic shock. Physicians can better understand the reliability of the predictive model by Shapley additive explanations value analysis.
Humans
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Shock, Septic/blood*
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Machine Learning
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Male
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Female
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Retrospective Studies
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Middle Aged
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Aged
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Sepsis/complications*
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ROC Curve
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Cohort Studies
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Adult
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Intensive Care Units
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Algorithms
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Blood Coagulation
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Critical Illness
4.A practice guideline for therapeutic drug monitoring of mycophenolic acid for solid organ transplants.
Shuang LIU ; Hongsheng CHEN ; Zaiwei SONG ; Qi GUO ; Xianglin ZHANG ; Bingyi SHI ; Suodi ZHAI ; Lingli ZHANG ; Liyan MIAO ; Liyan CUI ; Xiao CHEN ; Yalin DONG ; Weihong GE ; Xiaofei HOU ; Ling JIANG ; Long LIU ; Lihong LIU ; Maobai LIU ; Tao LIN ; Xiaoyang LU ; Lulin MA ; Changxi WANG ; Jianyong WU ; Wei WANG ; Zhuo WANG ; Ting XU ; Wujun XUE ; Bikui ZHANG ; Guanren ZHAO ; Jun ZHANG ; Limei ZHAO ; Qingchun ZHAO ; Xiaojian ZHANG ; Yi ZHANG ; Yu ZHANG ; Rongsheng ZHAO
Journal of Zhejiang University. Science. B 2025;26(9):897-914
Mycophenolic acid (MPA), the active moiety of both mycophenolate mofetil (MMF) and enteric-coated mycophenolate sodium (EC-MPS), serves as a primary immunosuppressant for maintaining solid organ transplants. Therapeutic drug monitoring (TDM) enhances treatment outcomes through tailored approaches. This study aimed to develop an evidence-based guideline for MPA TDM, facilitating its rational application in clinical settings. The guideline plan was drawn from the Institute of Medicine and World Health Organization (WHO) guidelines. Using the Delphi method, clinical questions and outcome indicators were generated. Systematic reviews, Grading of Recommendations Assessment, Development, and Evaluation (GRADE) evidence quality evaluations, expert opinions, and patient values guided evidence-based suggestions for the guideline. External reviews further refined the recommendations. The guideline for the TDM of MPA (IPGRP-2020CN099) consists of four sections and 16 recommendations encompassing target populations, monitoring strategies, dosage regimens, and influencing factors. High-risk populations, timing of TDM, area under the curve (AUC) versus trough concentration (C0), target concentration ranges, monitoring frequency, and analytical methods are addressed. Formulation-specific recommendations, initial dosage regimens, populations with unique considerations, pharmacokinetic-informed dosing, body weight factors, pharmacogenetics, and drug-drug interactions are covered. The evidence-based guideline offers a comprehensive recommendation for solid organ transplant recipients undergoing MPA therapy, promoting standardization of MPA TDM, and enhancing treatment efficacy and safety.
Mycophenolic Acid/administration & dosage*
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Drug Monitoring/methods*
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Humans
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Organ Transplantation
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Immunosuppressive Agents/administration & dosage*
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Delphi Technique
5.Efficacy and safety of high-power,short-duration radiofrequency catheter ablation for persistent atrial fibrillation
Guang-an LIU ; Wang-long WU ; Lin-xiao ZHOU ; Jing CUI ; Bo SHAO ; Ruo-xi ZHANG ; Feng LIU
Chinese Journal of Interventional Cardiology 2025;33(5):266-271
Objective To evaluate the efficacy and safety of high-power,short-duration radiofrequency catheter ablation for the treatment of persistent atrial fibrillation.Methods This retrospective study included 392 patients diagnosed with persistent atrial fibrillation who underwent catheter radiofrequency ablation at Suzhou Kowloon Hospital,Shanghai Jiao Tong University School of Medicine,from January 2019 to December 2023.Of these,256 patients were treated with high-power,short-duration ablation,and 136 patients with low-power,long-duration ablation.The following parameters were compared:radiofrequency ablation time,total procedure time,single-circle pulmonary vein isolation rate,immediate procedural success rate,number of ablation points,and perioperative complications(including pericardial tamponade,pseudoaneurysm,arteriovenous fistula,stroke,etc.).Follow-up assessments were conducted at 3,6,and 12 months post-surgery to evaluate the 12-month sinus rhythm maintenance rate.Results The ablation time in the high-power group was significantly shorter than that in the low-power group[(14.6±2.3)min vs.(30.3±4.2)min,P<0.001],as was the total procedure time[(113.8±24.8)min vs.(128.5±26.7)min,P=0.001].There were no significant differences between the two groups in terms of pulmonary vein isolation rate(97.7%vs.94.9%,P=0.823),number of ablation points[(71.2±8.0)vs.(74.3±14.3),P=0.168],or perioperative complications(3.1%vs.4.4%,P=0.571).Regarding the maintenance rate of sinus rhythm at 12 months post-operation,the high-power group showed a higher rate than the low-power group,but no statistically significant difference was observed(82.8%vs.79.4%,P=0.399).Conclusions High-power,short-duration radiofrequency catheter ablation can improve procedural efficiency in the treatment of persistent atrial fibrillation.Its efficacy and safety are similar to those of the low-power,long-duration technique.
6.Regulatory role of SLC30A6 in hepatocellular carcinoma and screening for traditional Chinese medicine small-molecule inhibitors
Yi-han LIU ; Long CUI ; Ying ZHANG ; Zhan-ge LI ; Li-na WANG ; Rui QIE
Chinese Pharmacological Bulletin 2025;41(2):283-289
Aim To explore the role of zinc transporter 6(SLC30A6)on the proliferation,migration and inva-sion capabilities of hepatocellular carcinoma(HCC)cell line Huh7,and to identify potential traditional Chi-nese medicine(TCM)small-molecule inhibitors targe-ting SLC30A6 from the China Natural Products Data-base(CNPD)using virtual screening techniques.Methods The expression levels,clinical characteris-ticsand prognostic value of SLC30A6 in HCC were pre-dicted based on TCGA and ICGC datasets.SLC30A6 was knocked down in Huh7 cells using lentiviral trans-fection.The effects on cell proliferation,migration,and invasion were assessed using CCK-8,EdU,wound heal-ing,and Transwell assays.The regulation of HCC cancer stem cell markers(CD44,CD133,CD90)by SLC30A6 was also examined.Based on the CNPD,a docking-based virtual screening strategy was employed,including high-throughput virtual screening,standard precision virtual screening,and high-precision virtual screening,to identify the potential drug candidates with high specificity and favorable drug-likeness.Results SLC30A6 expression was upregulated in HCC tissues.Higher SLC30A6 levels were associated with advanced pathological stages,histological grades,alpha-fetopro-tein(AFP)levels,vascular invasion,and poor progno-sis in HCC patients.SLC30A6 knockdown significantly inhibited the proliferation,migration,and invasion of Huh7 cells and reduced the levels of HCC cancer stem cell markers.Virtual screening identified six potential TCM small-molecule inhibitors.Conclusions SLC30A6 can regulate the proliferation,migrationand invasion of HCC cells.SLC30A6 may serve as a poten-tial prognostic biomarker and therapeutic target for HCC.
7.CFD-based performance analysis of flow field-based biosafety high efficiency particulate air filter device
Yan-ju LI ; Ji-xin CUI ; Yun-li BAO ; Xue-long YANG
Chinese Medical Equipment Journal 2025;46(9):22-27
Objective To explore the effects of the disinfection port position and diameter and disinfectant concentration on the in-situ decontamination of the flow field-based biosafety high efficiency particulate air filter device with the computational fluid dynamics(CFD)method.Methods ANSYS DesignModeler was used to construct five models for the high efficiency particulate air filter device with the disinfection port at the side end in four ones and upper end in the remained one model,with the diameter being 70,100,150,260 and 260 mm respectively;secondly,a standard k-ε turbulence model was applied to simulating the velocity field and concentration field inside the high efficiency particulate air filter device,so as to analyze the influence of the vortex position inside the device and the structure of the device on the disinfection effect and to determine the optimal structure of the device;finally,H2O2 with the concentration of 0.45,0.35 or 0.30 mol/L was selected as the disinectant to investigate the effect of the disinfectant concentration on the disinfection under the optimal device structure.Results Simulation showed that there were vortexes existed the cavity between the filter compression structure and the filter of the high efficiency particulate air filter device.The disinfection effect in case of the disinfection port at the side end was higher than that in case of the disinfection port at the upper end;the diameter of the disinfection port had influences on the disinfection effect,and high-concentration disinfectant was found in the device when the diameter was 100 mm.The optimal structure with the disinfection port at the side end and the diameter of 100 mm was determined for the high efficiency particulate air filter device.An increase in H2O2 concentration was beneficial to improve disinfection without corroding and damaging the device when the in-situ decontamination of the flow field-based biosafety high efficiency particulate air filter device was carried out.Conclusion The characteristics of the internal flow field of the flow field-based biosafety high efficiency particulate air filter device and the influencing factors of the in-situ disinfection effect are revealed,and theoretical references are provided for the optimal design of the device.[Chinese Medical Equipment Journal,2025,46(9):22-27]
8.Establishment and consistency analysis of xenograft models for human tumors of primary liver cancer
Long YANG ; Pinsheng HAN ; Ze WANG ; Tao CUI ; Yamin ZHANG
Chinese Journal of Hepatobiliary Surgery 2025;31(11):846-850
Objective:To establish a patient-derived tumor xenograft (PDX) model of primary liver cancer (PLC), and to analyze the pathological features, proliferation and drug-related gene mutation characteristics of the primary tumor and the PDX model of primary liver cancer.Methods:A retrospective analysis was conducted on the tumor samples of 64 PLC patients who underwent hepatectomy in the Department of Hepatobiliary Surgery of Tianjin First Central Hospital from January 2019 to December 2020. Among them, there were 46 males and 18 females, with an average age of (60.7±9.4) years. The degree of tumor differentiation and whether there was vascular invasion were recorded. The pathology of the primary tumor and each generation of PDX models was observed. Immunohistochemical staining was used to detect the characteristic proteins and proliferation-related protein of PLC. The genes related to drug use in PLC PDX models were analyzed in the primary tumor.Results:Among the tumor tissues of 64 PLC patients, 31 cases (48.4%) were successfully transplanted into nude mice and passaged to subsequent generations. In the primary tumor tissues and PDX models of hepatocellular carcinoma (HCC), the cancer nodules were clearly distinguishable, the cancer cells were arranged disorderly, and distributed in nests or cords. The tumor cell nuclei were large and deeply stained. In the primary tumor tissues and each generation of PDX models of intrahepatic cholangiocarcinoma (ICC), there were ICC adenocarcinoma-like structures, with well-differentiated tumor glands and glandular structures composed of cuboidal or columnar tumor cells, presenting as small individual glands or interwoven glands. The degree of differentiation of the PDX models of HCC and ICC patients was basically consistent with that of the primary tumors. Immunohistochemistry showed that proliferating cell nuclear antigen staining of the primary tumors and PDX model transplanted tumors of HCC and ICC patients was strongly positive. The Ki-67 staining positive rate of the primary tumors and PDX model transplanted tumors of HCC was > 80%, and that of ICC was > 70%. Alpha-fetoprotein was strongly positive in the primary tumors and PDX model transplanted tumors of HCC and ICC. The common mutations of transplanted tumors and the primary tumors of P24 HCC patients were 90%, and those of P43 ICC patients were 89%, 94%, and 94%, respectively.Conclusion:The constructed PDX model is highly consistent with the biological characteristics of the primary tumor.
9.Theoretical Characteristics and Practical Value of Traditional Chinese Medicine Ethics
Bei CUI ; Huiwen LI ; Yan-long WANG
Journal of Zhejiang Chinese Medical University 2025;49(1):102-107
[Objective]To summarize the theoretical framework and characteristics of traditional Chinese medicine ethics,reflecting the unique value of traditional Chinese medicine ethics within the existing knowledge system of medical ethics.[Methods]By exploring the emergence and development of traditional Chinese medicine ethics,summarizing the theoretical framework of traditional Chinese medicine ethics and exploring the main characteristics of traditional Chinese medicine ethics from the perspectives of doctor-patient,inter medical,and medical social relationships,the contemporary value and advantages of traditional Chinese medicine ethics are demonstrated.[Results]Traditional Chinese medicine ethics embodies the ethical views of valuing life and respecting death,embracing all professions,and adapting to the times through education.Compared with the ethical thinking of western medicine,it combines the humanistic connotations of traditional Chinese medicine,emphasizing interactive doctor-patient relationships,respecting collaborative doctor-doctor relationships,and emphasizing both morality and law in medical social relationships,to construct a contemporary ethical thinking system of traditional Chinese medicine.[Conclusion]The enrichment of traditional Chinese medicine ethics in contemporary medical ethics should establish a collaborative doctor-patient relationship,a collaborative doctor-doctor relationship and a medical society relationship based on moral guidance.This is of great significance for finding a way out for traditional Chinese medicine ethics,creating a new system of medical ethics with Chinese characteristics and cultivating cultural confidence.
10.The International Classification of Functioning, Disability and Health rehabilitation set can help to assess the effectiveness of rehabilitation after cerebral infarction for insurance purposes
Xin WANG ; Dong WANG ; Long XU ; Yujiao HE ; Jinlong CUI ; Lingjuan RAO ; Guanwen PAN
Chinese Journal of Physical Medicine and Rehabilitation 2025;47(11):1022-1028
Objective:To evaluate the effect of applying function-related grouping model of Changsha medical insurance for patients convalescing from a cerebral infarction using the International Classification of Functioning, Disability and Health′s rehabilitation set (ICF-RS).Methods:Ninety cerebral infarction patients in convalescence were treated according to their functional status, including clinical treatment, rehabilitation, traditional Chinese medicine treatment, and rehabilitation nursing. Within 3 days after admission and at the time of discharge, they were evaluated using a comprehensive assessment system for cerebral infarction based on the ICF-RS. The modified Ashworth scale (MAS), Fugl-Meyer assessment (FMA), the mini-mental state examination (MMSE) and the Boston diagnostic aphasia examination (BDAE) were also employed.Results:With the exception of ICF-RS item b280 (pain perception) and item x005 of the MAS, all of the remaining assessments indicated significant enhancements compared to the pre-treatment levels. Functional severity grading also improved significantly after the treatment. Thirteen of the ICF-RS categories indicated more favorable therapeutic outcomes after the treatment. That was accompanied by improvements in the FMA upper limb, lower limb and total scores, and in the MMSE scores. However, no significant disparity was detected in the MAS scores or the BDAE grades before and after treatment.Conclusions:The comprehensive evaluation system based on the ICF-RS effectively evaluates the effectiveness of rehabilitation after cerebral infarction in a way suitable for medical insurance purposes.

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