1.Construction and Application of a Multicenter Traditional Chinese Medicine Proctology Disease Data Platform Based on Multimodal Large Models
Yuxin ZHU ; Liping ZHAO ; Jiafa LU ; Huiting ZHU ; Xia YANG ; Lei DU ; Kang DING
Journal of Traditional Chinese Medicine 2026;67(7):770-775
This paper has constructed a traditional Chinese medicine (TCM) specialized disease dataset platform for mixed hemorrhoids based on a multimodal large model, and the preliminary application has been validated. The platform uses StarRocks to establish a four-level data warehouse system, enabling the aggregation, cleaning, and standardization of multi-source heterogeneous data. Using DeepSeek-R1-Distill-Qwen-7B as the base model, domain fine-tuning is performed through low-rank adaptation (LoRA) technology. Combined with LLaMA-3.3 natural language processing and reasoning chain techniques, the platform enables intelligent parsing and structured extraction of unstructured TCM medical records. It accurately identifies six major categories and 28 subcategories of entities, including symptoms and syndromes, with a fine-tuned model F1 score of 93.8%. The platform has established a high-quality specialized disease dataset containing more than 50,000 medical records and has been applied in a real-world study involving 17,831 patients, preliminarily verifying the efficacy of TCM heritage surgery.
2.Finite element analysis comparing lumbar fusion and artificial intervertebral disc replacement
Jingang ZHAO ; Liping LIU ; Jianwei CHEN
Chinese Journal of Tissue Engineering Research 2026;30(3):553-560
BACKGROUND:Lumbar degenerative disease is a disease of the musculoskeletal system that primarily affects the intervertebral structures,and the disease is treated with lumbar fusion and disc replacement.OBJECTIVE:To conduct comparative analysis of the differences between lumbar fusion,mechanical lumbar disc prosthesis replacement,and viscoelastic lumbar disc prosthesis replacement.METHODS:The computerized tomography images of a healthy adult were used to construct a finite element model of the L2-L5 normal lumbar spine with Mimic,Geomagic,and Ansys software.The equipment required for lumbar fusion and lumbar spine replacement was constructed using modeling software,and the L3-L4 segment of the lumbar spine was processed according to the surgical requirements for lumbar fusion and intervertebral disc replacement,creating the corresponding finite element model.Specific boundary conditions were applied to extract the mobility of each lumbar spine segment,the stresses on the neighboring intervertebral discs,and the stresses on the prosthesis lining.RESULTS AND CONCLUSION:(1)Compared with the preoperative period,the maximum stress in the upper neighboring discs increased by 64.09%and 39.79%in the forward flexion and lateral bending states if the original mobility was maintained after lumbar fusion surgery.The maximum stress in the lower neighboring discs increased by 24.39%and 20.98%in forward flexion and lateral bending.This suggested that the upper adjacent discs would suffer greater stress changes than the lower adjacent discs during heavy physical labor.(2)Disc replacement did not show significant changes in adjacent disc stress,with mechanical prosthesis replacement slightly reducing adjacent disc stress,while viscoelastic prosthesis replacement was more in line with the biological properties of the disc,with maximum adjacent disc stress similar to that of the preoperative period.(3)In terms of stability,the mechanical prosthesis replacement segment showed a 51.67%increase in range of motion in the lateral bending state and a 53.27%increase in range of motion in the posterior extension state,whereas the viscoelastic prosthesis was better able to maintain mobility in the replacement segment.(4)In addition,the stresses in the liner of the mechanical prosthesis were mainly concentrated in the edge region,and this stress distribution may lead to edge wear and thus affect the service life of the prosthesis.
3.Treatment Modalities and Long-Term Outcomes in Unruptured Vertebrobasilar Fusiform Aneurysms: A Nationwide Observational Cohort Study
Linggen DONG ; Dachao WEI ; Xiheng CHEN ; Mingtao LI ; Yang ZHAO ; Yong SUN ; Qingbin NIE ; Jun FENG ; Guomin XIAO ; Jinghua ZHOU ; Shengli HU ; Lifei FENG ; Lifeng QI ; Hongen LIU ; Geng GUO ; Yufang LI ; Renfu TIAN ; Jianghua YU ; Dianshi JIN ; Liang HAO ; Tian TIAN ; Shizhong ZHANG ; Yang WANG ; Liping LIU ; Ming LV
Journal of Stroke 2026;28(2):250-262
Background:
and Purpose Vertebrobasilar fusiform aneurysms (VBFAs) carry substantial morbidity and mortality, but optimal management for unruptured VBFAs remains unclear. We compared the safety and efficacy of conservative management (CM), stent-assisted coiling (SAC), and flow diverters (FDs) in patients with unruptured VBFAs, focusing on long-term prognosis.
Methods:
This study included data from a nationwide Chinese cohort of patients with vertebrobasilar dissecting aneurysms. Inverse probability of treatment weighting (IPTW) balanced confounders across groups. The primary outcome was poor prognosis (modified Rankin Scale score >2). Secondary outcomes included aneurysm rupture, ischemic stroke, compression symptoms, and VBFA-related deaths. Logistic regression estimated odds ratios (ORs) and 95% confidence intervals (CIs). Subgroup and sensitivity analyses were performed.
Results:
Among 1,115 patients with unruptured VBFAs, 838 (median age, 54 years; 655 men) were included. After IPTW, baseline characteristics were balanced. Median follow-up was 54 months. FD was associated with a lower risk of poor prognosis than CM (OR, 0.48 [95% CI, 0.30 to 0.77]; p=0.002), with no difference between CM and SAC. FD also reduced aneurysm rupture (OR, 0.20 [95% CI, 0.07 to 0.60]; p=0.004) and compression symptoms (OR, 0.30 [95% CI, 0.13 to 0.68]; p=0.004) versus CM. Time-to-event analyses further revealed significant differences in vertebral artery lesions and Type I–II VBFAs, whereas no significant differences were observed in basilar or vertebrobasilar junction lesions or in Type III–IV VBFAs.
Conclusions
Compared with CM, FD was associated with improved long-term outcomes in unruptured VBFAs, particularly in vertebral artery lesions and Type I–II VBFAs, although residual confounding cannot be excluded.
4.Finite element analysis comparing lumbar fusion and artificial intervertebral disc replacement
Jingang ZHAO ; Liping LIU ; Jianwei CHEN
Chinese Journal of Tissue Engineering Research 2026;30(3):553-560
BACKGROUND:Lumbar degenerative disease is a disease of the musculoskeletal system that primarily affects the intervertebral structures,and the disease is treated with lumbar fusion and disc replacement.OBJECTIVE:To conduct comparative analysis of the differences between lumbar fusion,mechanical lumbar disc prosthesis replacement,and viscoelastic lumbar disc prosthesis replacement.METHODS:The computerized tomography images of a healthy adult were used to construct a finite element model of the L2-L5 normal lumbar spine with Mimic,Geomagic,and Ansys software.The equipment required for lumbar fusion and lumbar spine replacement was constructed using modeling software,and the L3-L4 segment of the lumbar spine was processed according to the surgical requirements for lumbar fusion and intervertebral disc replacement,creating the corresponding finite element model.Specific boundary conditions were applied to extract the mobility of each lumbar spine segment,the stresses on the neighboring intervertebral discs,and the stresses on the prosthesis lining.RESULTS AND CONCLUSION:(1)Compared with the preoperative period,the maximum stress in the upper neighboring discs increased by 64.09%and 39.79%in the forward flexion and lateral bending states if the original mobility was maintained after lumbar fusion surgery.The maximum stress in the lower neighboring discs increased by 24.39%and 20.98%in forward flexion and lateral bending.This suggested that the upper adjacent discs would suffer greater stress changes than the lower adjacent discs during heavy physical labor.(2)Disc replacement did not show significant changes in adjacent disc stress,with mechanical prosthesis replacement slightly reducing adjacent disc stress,while viscoelastic prosthesis replacement was more in line with the biological properties of the disc,with maximum adjacent disc stress similar to that of the preoperative period.(3)In terms of stability,the mechanical prosthesis replacement segment showed a 51.67%increase in range of motion in the lateral bending state and a 53.27%increase in range of motion in the posterior extension state,whereas the viscoelastic prosthesis was better able to maintain mobility in the replacement segment.(4)In addition,the stresses in the liner of the mechanical prosthesis were mainly concentrated in the edge region,and this stress distribution may lead to edge wear and thus affect the service life of the prosthesis.
5.Association of diabetes and risk of tuberculosis in community population in Shanghai
Jin LI ; Qi ZHAO ; Jinyan ZOU ; Yong LI ; Genming ZHAO ; Yonggen JIANG ; Liping LU
Journal of Public Health and Preventive Medicine 2025;36(4):42-46
Objective To explore the association of diabetes status with the development of tuberculosis (TB) among the community population in Shanghai, and to provide evidence for the formulation of tuberculosis prevention and control strategies. Methods This population-based cohort study was based on Shanghai Suburban Adult Cohort and Biobank (SSACB) in China. The baseline data were acquired by questionnaires, physical examinations and blood biochemistry tests. TB incidence was obtained by matching with TB management information system data. A Cox proportional risk model was established to assess the risk of tuberculosis. Results A total of 36 014 research subjects were included, with an average age of 56.3±11.3 years, of which 14 587 (40.5%) were male. Over 6 years of follow-up, 47 individuals progressed to tuberculosis (incidence rate: 19.8 per 100 000 person-year, 95% CI: 14.6 -26.4). An increased risk of TB was observed in participants with newly diagnosed diabetes compared with those without diabetes (adjusted hazard ratio [aHR], 2.73; 95% CI, 1.19 - 6.28). Conclusion The risk of tuberculosis in newly diagnosed diabetic patients is significantly increased, and strengthening tuberculosis screening for this population should be considered in practical work.
6.Determinants and prediction model construction of coexistence of myopia, overweight/obesity and depressive symptoms among middle school students in Quzhou City
XU Haoxuan, WANG Shengxian, REN Fei, DAI Liping, LAI Shiming, ZHAO Shiguang
Chinese Journal of School Health 2025;46(8):1198-1202
Objective:
To investigate the coexistence of comorbidity of myopia, overweight/obesity and depressive symptoms among middle school students in Quzhou and its associated factors, so as to provide evidence for integrated prevention and control of common multiple health issues in students.
Methods:
From September to November 2023, a total of 5 867 middle school students from 6 counties (cities and districts) in Quzhou City were selected by stratified random cluster sampling. Physical and visual examinations were conducted, and the Center for Epidemiological Studies - Depression Scale (CES-D) along with a questionnaire on health status and influencing factors were completed. Multivariate Logistic regression was used to analyze the related factors of coexistence of myopia, overweight/obesity, and depressive symptoms among middle school students, and a nomogram model was constructed based on the results.
Results:
A total of 161 middle school students in Quzhou City were identified as having comorbid myopia, overweight/ obesity and depressive symptoms, with a detection rate of 2.74%. The results of multivariate Logistic regression analysis showed that the coexistence of myopia, overweight/obesity and depressive symptoms increased among middle school students with older age ( OR =1.11), a greater number unhealthy dietary behaviors (1,2,≥3; OR =2.40, 2.70, 4.63), insufficient sleep( OR =1.78) and alcohol consumption ( OR =2.11)(all P <0.05). Compared with no homework after class, those whose homework duration after class was 1 to < 2 hour had a lower risk of comorbidity of myopia, overweight/obesity and depressive symptoms ( OR =0.53, P <0.05). The results of the nomogram model showed that the AUC (95% CI ) was 0.71 (0.67-0.74).
Conclusions
The coexistence of myopia, overweight/obesity and depressive symptoms among middle school students in Quzhou City is related to age, sleeping, alcohol consumption, poor dietary behavior and the duration of after school homework. The nomogram model can assist in the early screening and intervention of multiple health issues among students.
7.Development and application of a drug price adjustment system in medical institutions
Liping YANG ; Zhigang ZHAO ; Li YANG ; Xuewei HAN ; Jing LIU
China Pharmacy 2025;36(19):2433-2436
OBJECTIVE To resolve account discrepancies caused by drug price adjustment in medical institution pharmacy management and reduce the time required for price adjustment. METHODS The problems existing in the drug price adjustment models of domestic medical institutions were investigated, and a drug price adjustment system was developed based on price- invoice synchronization mechanism. The system optimized the drug price adjustment process through batch number matching and real-time monitoring functionalities. The account consistency rate and price adjustment time were evaluated before and after system implementation. RESULTS A drug price adjustment system was successfully developed, featuring an innovative “synchronized entry and exit” mode, batch number matching, real-time monitoring, intelligent automation, and electronic traceability. After implementation, the account consistency rate for Western medicines increased from 86.89% (86.66%, 89.63%) to 100% (100%, 100%) (P=0.005), while Chinese patent medicines and herbal medicines maintained a 100% (100%, 100%) account consistency rate. Concurrently, the drug price adjustment time significantly decreased from 6.00 (5.00, 7.00)d to 2.50 (1.50, 3.00) d (P< 0.001). CONCLUSIONS The developed system significantly improves account consistency, shortens price adjustment time, and demonstrates notable innovation and practical utility.
8.Relationships of serum levels of vascular endothelial growth factor,transforming growth factor-β,interleukin-1,and interleukin-6 with clinicopathological features in patients with endometrial cancer
Yaqin YANG ; Jiahui LI ; Liping ZHAO
Journal of Clinical Medicine in Practice 2025;29(15):12-16
Objective To analyze the changes in serum levels of cancer-associated fibroblast-re-lated factors[vascular endothelial growth factor(VEGF),transforming growth factor-β1(TGF-β1)]and inflammatory mediators[interleukin-1(IL-1),interleukin-6(IL-6)]in patients with endometrial cancer(EC)and their relationship with clinicopathological features.Methods A total of 180 pa-tients with EC were selected as EC group,and 100 patients with benign endometrial lesions who visi-ted the hospital during the same period were selected as control group.The serum levels of VEGF,TGF-β1,IL-1 and IL-6 were compared between the two groups,as well as among EC patients with different clinicopathological features.Spearman correlation analysis was used to examine the relation-ship between the above-mentioned serum indicators and clinicopathological features in EC patients.Results The serum levels of VEGF,TGF-β1,IL-1 and IL-6 in the EC group were higher than those in the control group,with statistically significant differences(P<0.05).The serum levels of VEGF,TGF-β1,IL-1 and IL-6 in EC patients with a myometrial invasion depth ≥ 1/2 and lymph node metas-tasis were higher than those in EC patients with a myometrial invasion depth<1/2 and no lymph node metastasis(P<0.05).Spearman correlation coefficient analysis showed that the serum levels of VEGF,TGF-β1,IL-1 and IL-6 in EC patients were positively correlated with myometrial invasion depth and lymph node metastasis status,respectively(P<0.05).Conclusion The serum levels of VEGF,TGF-β1,IL-1 and IL-6 are significantly elevated in EC patients.These indicators are sig-nificantly correlated with clinicopathological features and have potential value in the early diagnosis,prognosis assessment,and targeted therapy of EC.
9.Analysis of Frailty Status and Influencing Factors in Lung Cancer Patients Undergoing Radiotherapy
Jiang ZHANG ; Xijuan ZHAO ; Jiang WU ; Bingkun YANG ; Ni YANG ; Liping ZHOU
Journal of Kunming Medical University 2025;46(2):126-133
Objective To investigate the current status of frailty in lung cancer patients undergoing radiotherapy and analyze its influencing factors.Methods The convenience sampling method was used to select 241 lung cancer patients admitted to the radiation therapy department of a tertiary Grade A tumor specialty hospital in Yunnan Province from January to December 2023.A questionnaire survey was conducted using the General Information Survey Questionnaire,Fried Weakness Scale,Anderson Symptom Assessment Scale(MDASI),Hospital Anxiety and Depression Scale(SDS),Nutrition Risk Screening 2002,and Barthel Index Scale.Results The frailty in lung cancer patients undergoing radiotherapy was 55.19%,with a total frailty score of 3.00(1.00,4.00)points.The results of logistic regression analysis showed that age,number of radiotherapy sessions,hemoglobin count,Barthel index,Anderson symptom assessment score,and anxiety score were the influencing factors of frailty in lung cancer patients undergoing radiotherapy(P<0.05).Conclusion The incidence of frailties in patients with lung cancer radiotherapy is high.Age,radiotherapy frequency,hemoglobin count,Barthel index,Anderson symptom rating and anxiety score are the factors affecting frailties in patients with lung cancer radiotherapy.Clinical medical staff should promptly evaluate the frailty of lung cancer radiotherapy patients and identify their risk factors,and actively take intervention measures to prevent or control the occurrence and development of frailty.
10.Analysis of Self-assessed Health Changes and Influencing Factors among the Elderly People Based on CHARLS Database
Zhongjie WANG ; Yu XIA ; Hongrui ZHAO ; Xuelin XIANG ; Huadan WANG ; Min MA ; Liping HE
Journal of Kunming Medical University 2025;46(3):27-33
Objective To understand the changes in self-rated health among middle-aged and elderly individuals in China and the influencing factors,providing a reference for improving health and promoting healthy aging.Methods Using data from the China Health and Aged Care Tracking Survey(CHARLS)from 2011 to 2020,this study analyzed 3595 middle-aged and elderly individuals(≥45 years old)who participated in all five rounds of the survey from 2011 to 2020.Univariate analysis and multinomial logistic regression were employed to analyze the influencing factors of self-rated health changes.Results Among the 3 595 middle-aged and elderly individuals,26.54%reported an increase in self-rated health,28.40%reported a decrease,and 45.06%reported no change.The multinomial logistic regression results indicated that compared to those with unchanged self-rated health,individuals whose self-rated health declined were more likely to have an increased number of Activities of Daily Living(ADLs),a higher number of chronic diseases,not engaging in at least 10 minutes of light physical activity per week,and a decline in life satisfaction levels.The odds ratios for these factors were 1.415(OR=1.415,95%CI:1.181~1.694),1.479(OR=1.479,95%CI:1.225~1.785),1.454(OR=1.486,95%CI:1.172~1.804),and 1.263(OR=1.237,95%CI:1.043~1.530),respectively.In contrast,individuals whose self-rated health improved,compared to those with unchanged health,were more likely to report an increase in life satisfaction levels,while an increase in ADLs and chronic diseases negatively impacted self-rated health improvement.The odds ratios for these factors were 1.698(OR=1.698,95%CI:1.425~2.023),0.769(OR=0.769,95%CI:0.646~0.915),and 0.689(OR=0.689,95%CI:0.549~0.865),respectively.Conclusion From 2011 to 2020,the self-rated health of middle-aged and elderly individuals in China has slightly declined,with a focus on improving physical health status,increasing physical activity,and addressing mental health as key areas for enhancing self-rated health among the elderly in China.


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