1.Study on the correlation between HLA antibodies and pregnancy-related factors, and the predictive value of a random-forest model among female blood donors in Nanning
Fang LU ; Huihui MO ; Wujin SU ; Zhoulin ZHONG ; Hengcong LI ; Yuchen HUANG ; Yuxi CHEN ; Lilan LI ; Yan ZHOU
Chinese Journal of Blood Transfusion 2026;39(3):367-372
Objective: To explore the association between the HLA antibody positivity rate in female blood donors and pregnancy history, number of pregnancies, interval from the last pregnancy to blood donation, and age, to identify associated variables using a univariate generalized additive model (GAM), and to further analyze the predictive role of characteristic variables for HLA antibody positivity using a random forest model. Methods: HLA antibody detection was performed on 391 female blood donors using the Luminex immunomagnetic bead method. The correlation between pregnancy-related factors and HLA antibodies was analyzed using the Chi-square test. Based on R software, a univariate GAM was first constructed to analyze the association types between characteristic variables and the HLA antibody positivity rate, followed by the construction of a random forest model to evaluate the predictive value of the variables. Results: Among the 391 female blood donors without a transfusion history, the overall HLA antibody positivity rate was 26.34%. The positivity rate in donors with a pregnancy history was significantly higher than that in those without (30.09% vs 9.72%, P<0.05), and HLA antibody positivity rate increased linearly with the number of pregnancies (P<0.05). In the univariate GAM, age and number of deliveries exhibited a non-linear association with the HLA antibody positivity rate (the positivity rate increased sharply between 25-35 years of age and stabilized after 3 deliveries). Besides, the interval from the last pregnancy to blood donation showed a linear association with the HLA antibody positivity rate, and the positivity rate decreased as the interval prolonged (P<0.05). In the random forest model, age (mean decrease gini=29.26) and interval from the last pregnancy to blood donation (mean decrease gini=22.02) were core predictive variables: age was more conducive to identifying positive samples, while the interval from the last pregnancy to blood donation was more helpful for excluding negative samples. The number of deliveries (mean decrease accuracy=16.98) made a significant contribution to predicting positive samples, whereas the number of abortions had no impact. The model had an AUC of 0.583 (95% CI: 0.593 8-0.770 2), indicating a certain predictive value. Conclusion: The associated variables identified by the univariate GAM model, including age, interval from the last pregnancy to blood donation, and number of deliveries, provide a basis for key variables in the random forest model. All three variables have predictive value for HLA antibody positivity, which can provide evidence-based support for personalized transfusion management and stratified screening of female blood donors in this region.
2.Analysis of factors influencing DRG payment system reform based on interpretive structural model
Tongbin XUE ; Ye WU ; Dian ZHOU ; Di TIAN ; Yuan ZHOU ; Yu ZHANG ; Manchen LYU ; Yuchen ZHANG ; Xiaohan JING ; Rui ZHOU
Chinese Journal of Hospital Administration 2025;41(3):210-215
Objective:To analyze the influencing factors of China′s DRG payment system reform(DRG reform) and its hierarchical relationship, for references for the in-depth promotion of China′s medical insurance payment reform.Methods:Relevant literature on DRG reform in China from databases such as CNKI, Wanfang Database, Pubmed, etc, were obtained. Content analysis method was used to extract the influencing factors of DRG reform. The correlation between each influencing factor was determined through expert discussion. An interpretive structural model(ISM) was constructed to analyze the hierarchical relationship of factors influencing DRG reform.Results:After analysis, the influencing factors(12) of DRG reform in China were included such as medical level, hospital management, and medical staff′s cognition and behavior. Among them, the local situation was the deep-level factor affecting DRG reform, 9 factors such as data quality assurance and policy design/implementation were the middle-level factors, and patients′ interests/needs and disease grouping were the surface-level factors.Conclusions:There were many influencing factors on the reform of China′s DRG payment system. It was suggested that relevant management departments in various regions should focus on the actual situation of the locality, take data quality and policy design and implementation as the key points of reform, formulate a scientific and reasonable DRG grouping scheme, safeguard the interests of patients, so as to promote the deepening of DRG reform.
3.Application modes of human amniotic membrane in the treatment of central nerve injuries: a review
Yuchen ZHOU ; Wei HAN ; Tao XU
Chinese Journal of Trauma 2025;41(10):1015-1020
Central nerve injuries, most commonly caused by traffic accidents or falls, frequently result in irreversible deficits such as paralysis, cognitive impairment and respiratory failure, profoundly impairing patients′ life quality and even proving to be fatal. Current therapeutic strategies including early surgical decompression, corticosteroid administration and neurotrophic pharmacotherapy fail to restore the neuro-homeostatic balance and systemic function. In recent years, biomaterial-based interventions have emerged as a promising alternative for central nerve injuries. Among them, the human amniotic membrane (HAM), a placental basement-membrane scaffold rich in collagen, hyaluronic acid and a cocktail of growth factors, perfectly combines angiogenic, anti-fibrotic and neurotropic properties that meet the complex demands of central nerve repair. Nevertheless, HAM-based therapies for central nerve injuries remain at an early stage of pre-clinical investigation. In the meantime, most studies have simply translated protocols validated for peripheral nerve injuries without addressing the pathological microenvironment specific to central nerve injuries. To this end, the authors reviewed recent advances in the modes of HAM application for central nerve injuries, aiming to provide novel insights and reference for future research on central nerve injuries.
4.Neuroprotective effects and mechanisms of zinc in the management of spinal cord injury: a review
Xianrui SONG ; Heng WANG ; Yulin ZHAO ; Yuchen ZHOU ; Xiaoqing CHEN
Chinese Journal of Trauma 2025;41(7):694-701
Spinal cord injury represents a severe central nervous system trauma characterized by prolonged treatment duration, limited neural regeneration, and delayed functional recovery, greatly affecting patients′ quality of life. The impaired neural tissue struggles to recover effectively due to both the hostile microenvironment and its own compromised state. Current clinical interventions, including early reduction, laminectomy decompression, and intravenous or intrathecal methylprednisolone administration, fail to simultaneously modulate the microenvironment and improve the neural status. Zinc, a trace element abundant in the central nervous system, plays a critical role in gene expression regulation, synaptic plasticity, and neuronal activity. Clinical evidences have indicated that lower serum zinc concentration in patients with spinal cord injury correlates with poorer outcomes and animal experiments have also demonstrated the neuroprotective effects of zinc. In fact, zinc supplementation therapy has not yet been developed into a mature clinical protocol. Besides, related animal studies still lack comprehensive understanding. To this end, the authors reviewed the biological characteristics of zinc, its administration routes, neuroprotective effects and mechanisms in the management of spinal cord injury, aiming to provide references for future basic research and clinical practice.
5.Blood-spinal cord barrier repair strategies based on endothelial cells and junction structures after spinal cord injury: a review
Zongze YANG ; Yuchen ZHOU ; Heng WANG ; Tao XU ; Cheng CHEN ; Xiaoqing CHEN
Chinese Journal of Trauma 2025;41(9):894-902
Spinal cord injury is a highly disabling central nervous system disorder whose pathological progression is closely associated with blood-spinal cord barrier (BSCB) disruption. Physical trauma to the spine or spinal cord may compromise BSCB integrity, triggering secondary damage including spinal edema, hemorrhage, oxidative stress, and excessive inflammatory responses. For the pivotal role of protecting the spinal cord microenvironment, the repair of BSCB is crucial in the treatment of spinal cord injury. Although present studies have explored BSCB repair strategies such as biological factor regulation, biomaterial applications, and traditional Chinese medicine interventions, most studies focus on improving the overall barrier function and fail to systematically elucidate how these strategies target the core functional units of BSCB, namely the endothelial cells and their junction structures, to achieve functional and structural restoration of the barrier. Therefore, the authors reviewed the composition and key repair targets of BSCB, along with research advances in BSCB repair strategies based on endothelial cells and junction structures, aiming to provide insights for basic research and clinical treatment of spinal cord injury.
6.Transcatheter aortic valve replacement causing acute cardiac tamponade:clinical analysis of 5 cases
Congle YIN ; Yuchen WEN ; Qing YE ; Jianwei ZHOU ; Zhen FANG ; Daoqian CHEN ; Jun JI ; Bing XU ; Shenghu HE
Journal of Interventional Radiology 2025;34(11):1228-1234
Objective To discuss the causes and the therapeutic strategy of acute cardiac tamponade(ACT)occurring as a complication of transcatheter aortic valve replacement(TAVR)so as to improve the success rate of the surgery and to make a further understanding of this complication.Methods The general clinical data,surgical procedures,and postoperative follow-up results of five patients,who received TAVR at the Affiliated Northern Jiangsu People's Hospital of Yangzhou University of China and developed ACT from March 2018 to September 2024,were retrospectively analyzed.Results After developing ACT,all the 5 patients received pericardiocentesis together with other adjuvant therapies including blood volume expansion with infusion,vasopressors,heparin neutralization,and blood transfusion.However,due to no obvious reduction in drainage volume and unstable hemodynamics all the 5 patients had eventually to receive open-chest surgery to identify the source of bleeding and to make hemostasis.Surgical exploration revealed that the perforation or rupture of cardiac structures caused by the temporary pacemaker lead or a super-stiff guide wire during the procedure was the main cause of ACT.Finally,after active treatment four patients recovered and discharged,and one patient died.The discharged patients were followed up for 3-12 months,and no procedure-related complications such as acute coronary artery occlusion,severe arrhythmia,exacerbation of heart failure symptoms,valve displacement,or stroke occurred.Conclusion As a severe complication occurring during the TAVR procedure,ACT requires to get a rapid diagnosis and management.Improvement of surgical techniques and operative methods,comprehensive preoperative assessment,and close intraoperative monitoring are crucial points for the prevention of ACT.
7.Impact of Mild-to-Moderate Frailty on the Long-term Prognosis of Hospitalized Elderly Patients with T2DM: A Retrospective Cohort Study
Wenyu PENG ; Yuchen ZHOU ; Lina ZHOU ; Xuan QU ; Ning ZHANG ; Lin KANG
Medical Journal of Peking Union Medical College Hospital 2025;17(1):148-155
To investigate the impact of mild-to-moderate frailty on the long-term prognosis of hospitalized elderly patients with type 2 diabetes mellitus(T2DM). A retrospective cohort study was designed, which contains T2DM patients aged ≥65 years and hospitalized in the Department of Geriatrics at Peking Union Medical College Hospital(PUMCH) from 2014 to 2022. Frailty status of those T2DM patients was assessed using the Clinical Frailty Scale(CFS), and the data of comorbidities, functional status, nutritional indices, and geriatric syndromes were collected. The primary endpoint was all-cause mortality, with secondary endpoints including rehospitalization rate and severe disability. Cox proportional hazards regression models were employed to analyze the association between mild-to-moderate frailty and outcomes. A total of 367 elderly T2DM patients were enrolled, comprising 164 males(44.7%) and 203 females(55.3%), with an age ranging from 65 to 93 years(median age 74 years). According to the CFS assessment, 115 patients(31.3%) were identified as mild-to-moderate frailty(including 56 with mild frailty and 59 with moderate frailty). During a follow-up period of 2.3-10.3 years(median 5.6 years), the frail group exhibited significantly higher rates of severe disability, unscheduled rehospitalization, and all-cause mortality compared to the non-frail group. Multivariable Cox regression analysis revealed that mild-to-moderate frailty was an independent risk factor for severe disability( The presence of mild-to-moderate frailty significantly increases the risk of long-term adverse outcomes. Clinical practice is recommended to strengthen frailty screening and comprehensive intervention for elderly T2DM patients to improve their quality of life and clinical outcomes.
8.Safety and efficacy of simultaneous surgery and thermal ablation in sequential treatment of multiple primary lung cancer: A retrospective cohort study
Congjia XIAO ; Yuchen HUANG ; Zhenghao DONG ; Jingwen ZHANG ; Cheng SHEN ; Jian ZHOU ; Hu LIAO ; Lunxu LIU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(10):1411-1418
Objective To evaluate the safety and efficacy of simultaneous surgical resection combined with thermal ablation in sequential treatment of patients with multiple primary lung cancer (MPLC). Methods Patients with MPLC who underwent simultaneous, sequential surgical resection combined with thermal ablation at Shangjin Branch of West China Hospital of Sichuan University from April 2023 to May 2024 were retrospectively included, and their perioperative and follow-up data were analyzed. Results A total of 23 patients with MPLC were enrolled, including 4 males and 19 females, with a mean age of (51.61±12.38) years. Cumulatively, 48 lesions were resected and 23 lesions were ablated. About half of the patients (52.17%) had surgery and ablation treatment located in the same lung. All patients completed the combined treatment without intraoperative complications. Four patients had postoperative complications, and were effectively managed and successfully discharged. The median postoperative hospital stay was 4.00 (4.00, 4.00) days. The average follow-up duration was (11.78±4.90) months, with a local control rate of 100.00% at 6 months postoperatively. No deaths or tumor occurred during the follow-up. Conclusion Simultaneous surgery with thermal ablation in sequential treatment for MPLC is safe, flexible and effective, providing a new option for this group of patients, but further studies are needed to evaluate its long-term efficacy.
9.Application the Huaxi intelligent Endoscopic Skill Training and Assessment System in minimally invasive surgery skills training: A cohort study
Jinghan WANG ; Yuchen HUANG ; Jian ZHOU ; Hu LIAO ; Lunxu LIU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(11):1540-1546
Objective To evaluate the application of the Huaxi Intelligent Endoscopic Skill Training and Assessment System in minimally invasive surgery (MIS) skills training and provide insights for optimizing MIS training models, we analyzed trainee performance during training and assessment. Methods A retrospective analysis was conducted on the use of this system across 28 medical institutions from January 2022 to January 2025. Results By January 2025, the standardized deployment of 139 simulation units had been completed. A total of 403 trainees from various surgical specialties, including thoracic surgery and general surgery, participated in five customized endoscopic skill training modules: endoscopic recognition, grasping training, positioning and placement, cutting training, and suturing training. Throughout the training period, a total of 78 participants took part in 27 formal assessments. Correlation analysis based on Spearman showed that pre-assessment training pass rates were significantly correlated with final assessment scores, indicating enhancing the quality of each training module and overall training efficacy is a key to improving the effectiveness of MIS training. Conclusion The Huaxi Intelligent Endoscopic Skill Training and Assessment System effectively supports MIS training and evaluation.
10.Development and application of a triplex TaqMan fluorescent quantitative PCR assay for simultaneous detection of Senecavirus A,foot-and-mouth disease virus and porcine teschovirus
Shiqi GAN ; Qianhe WEI ; Yuchen NI ; Jianbo NI ; Xiuling ZHAO ; Wanyu DONG ; Yings-han ZHOU ; Xiaodu WANG
Chinese Journal of Veterinary Science 2025;45(1):22-29
Primers and probes were designed based on the conserved regions of Senecavirus A(SVA),foot-and-mouth disease virus(FMDV),and porcine teschovirus(PTV)and used to devel-op a TaqMan fluorescent quantitative PCR method for detecting the above-mentioned three viru-ses.The triplex fluorescent quantitative PCR system was developed using recombinant positive plasmids containing conserved sequences of the three viruses as templates.After optimizing the conditions,the specificity,sensitivity,repeatability,standard curve,and mixed infection model were evaluated,and the constructed triplex fluorescent quantitative PCR was used for clinical detection.The results showed that this method could specifically detect SVA,FMDV and PTV without cross-reactivity with other pathogens with the minimal detection concentrations for SVA,FMDV,and PTV as low as 1X101 copies/μL,respectively.The coefficients of variation within and between groups were less than 5%.Furthermore,none of the three viruses were detected in 126 samples.The above results indicate that this method is highly specific,sensitive,and stable,making it suit-able for clinical detection.

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