1.Predictive modle for violence risk in hospitalized schizophrenia patients based on support vector machine
Huan LIU ; Peifang SHI ; Kun ZHANG ; Li KANG ; Yan ZHANG ; Long NA ; Binhong WANG ; Meiqing HE
Sichuan Mental Health 2026;39(1):27-35
BackgroundThe violent aggressive behaviors of patients with schizophrenia usually have the characteristics of suddenness, unpredictability, high severity, and great difficulty in prevention. Early identification and accurate assessment of their risk of violent aggression have significant clinical significance. ObjectiveTo construct a predictive model for the violence risk in hospitalized patients with schizophrenia, to identify the key factors influencing the occurrence of violent behavior in these patients, so as to provide references for clinical precise quantitative assessment and early intervention. MethodsA total of 200 patients with schizophrenia who were hospitalized at Taiyuan Psychiatric Hospital from March 2022 to September 2024 and met the diagnostic criteria of the International Classification of Diseases, eleventh edition (ICD-11) were collected to form the modeling cohort. They were randomly divided into a training set (n=140) and a test set (n=60) at a ratio of 7∶3. Based on the least absolute shrinkage and selection operator (LASSO) regression algorithm, the feature variables were screened and dimension-reduced. The support vector machine (SVM) from machine learning was selected for model training and prediction. The discrimination efficacy of the model was evaluated by the area under the receiver operating characteristic (ROC) curve (AUC), accuracy, precision, sensitivity, specificity, F1 value, and Brier value. ResultsLASSO regression screening identified 16 feature variables. Pearson correlation analysis revealed a positive correlation between prior violent behavior frequency and clinical psychiatric symptom scores (r=0.580, P<0.01), a positive correlation between hospitalization compliance and current disease status (r=0.550, P=0.003), and a positive correlation between educational level and family per capita monthly income (r=0.367, P<0.01). The SVM model achieved an AUC of 0.853, accuracy of 0.800, precision of 0.810, sensitivity of 0.895, specificity of 0.636, F1 value of 0.850, and Brier value of 0.168. ConclusionThe SVM model has a relatively high level of applicability and overall predictive performance in the assessment of violent risk in schizophrenia patients, which is helpful for the early identification of violent risks in such patients. [Funded by Specialized Research Project for Enhancing the Competence of Health Professionals in Taiyuan City (number, Y2023006)]
2.Allogeneic lung transplantation in miniature pigs and postoperative monitoring
Yaobo ZHAO ; Ullah SALMAN ; Kaiyan BAO ; Hua KUI ; Taiyun WEI ; Hongfang ZHAO ; Xiaoting TAO ; Xinzhong NING ; Yong LIU ; Guimei ZHANG ; He XIAO ; Jiaoxiang WANG ; Chang YANG ; Feiyan ZHU ; Kaixiang XU ; Kun QIAO ; Hongjiang WEI
Organ Transplantation 2026;17(1):95-105
Objective To explore the feasibility and reference value of allogeneic lung transplantation and postoperative monitoring in miniature pigs for lung transplantation research. Methods Two miniature pigs (R1 and R2) underwent left lung allogeneic transplantation. Complement-dependent cytotoxicity tests and blood cross-matching were performed before surgery. The main operative times and partial pressure of arterial oxygen (PaO2) after opening the pulmonary artery were recorded during surgery. Postoperatively, routine blood tests, biochemical blood indicators and inflammatory factors were detected, and pathological examinations of multiple organs were conducted. Results The complement-dependent cytotoxicity test showed that the survival rate of lymphocytes between donors and recipients was 42.5%-47.3%, and no agglutination reaction occurred in the cross-matching. The first warm ischemia times of D1 and D2 were 17 min and 10 min, respectively, and the cold ischemia times were 246 min and 216 min, respectively. Ultimately, R1 and R2 survived for 1.5 h and 104 h, respectively. Postoperatively, in R1, albumin (ALB) and globulin (GLB) decreased, and alanine aminotransferase increased; in R2, ALB, GLB and aspartate aminotransferase all increased. Urea nitrogen and serum creatinine increased in both recipients. Pathological results showed that in R1, the transplanted lung had partial consolidation with inflammatory cell infiltration, and multiple organs were congested and damaged. In R2, the transplanted lung had severe necrosis with fibrosis, and multiple organs had mild to moderate damage. The expression levels of interleukin-1β and interleukin-6 increased in the transplanted lungs. Conclusions The allogeneic lung transplantation model in miniature pigs may systematically evaluate immunological compatibility, intraoperative function and postoperative organ damage. The data obtained may provide technical references for subsequent lung transplantation research.
3.Study on the scientific research ethics cognition among medical staff and their influencing factors
Liangsha ZHANG ; Min YANG ; Kun HE ; Yi LONG
Chinese Medical Ethics 2026;39(5):580-587
ObjectiveTo conduct an investigation on the clinical, nursing, and medical technical staff engaged in biomedical research in five affiliated hospitals of a medical university, explore the current status and influencing factors of their medical scientific research ethical cognition, and provide references for further strengthening medical ethics education and scientific research ethics construction. MethodsThe survey data were collected through Questionnaire Star, with a total of 541 valid questionnaires returned. Statistical analysis was performed using SPSS 18.0 software. ResultsThe medical staff demonstrated moderate mastery of scientific research ethics knowledge, with an average score of (8.00±4.47) points. The factors influencing their mastery of scientific research ethics knowledge primarily encompassed learning medical ethics-related courses both in academic education and on-the-job stage and including them in compulsory courses, participation in biomedical research, engagement in publishing academic papers, and experience in ethical review. Factors affecting medical staff’s cognition level of scientific research ethics mainly included professional title, academic qualifications, professional and technical fields, overseas experience, and work experience as a member of the biomedical research ethics committee. ConclusionMedical staff hold a basically positive attitude towards scientific research ethics, yet exhibit significant deficiencies in their knowledge system and practical capabilities. It is necessary to improve the scientific research ethics cognition level of the target population from multiple dimensions, including academic education, medical institutions, ethical review agencies, and medical staff themselves.
4.The expression and function of MST1 in prostate cancer
Yuhang HUANG ; Shiyuan YIN ; Linna FANG ; Kun ZHONG ; Guifang HE ; Yongping CAI ; Yu YIN
Acta Universitatis Medicinalis Anhui 2026;61(6):1045-1052
ObjectiveTo investigate the expression level of mammalian sterile 20-like kinase 1 (MST1) in prostate cancer (PCa) tissues, its biological functions, and its regulatory effects on androgen receptor (AR) and vascular endothelial growth factor (VEGF) expression. MethodsImmunohistochemistry was performed to detect MST1 expression in 77 prostate cancer tissues and 34 benign prostatic hyperplasia (BPH) tissues, and the relationship between MST1 expression and clinicopathological parameters was analyzed. MST1-overexpressing C4-2 and LNCaP cell lines were constructed. CCK-8 assay, Transwell migration assay, and angiogenesis assay were conducted to evaluate the effects of MST1 on cell proliferation, migration, and angiogenesis. The expression changes of AR and VEGF were detected by qRT-PCR and Western blot. ResultsMST1 expression was significantly lower in PCa tissues compared with BPH tissues (P=0.012). Low MST1 expression was significantly associated with tumor metastasis (P=0.033). MST1 overexpression inhibited C4-2 cell proliferation and migration, with transmembrane migrated cells reduced by 53.6% (P<0.01). MST1 overexpression decreased the mRNA and protein expression levels of AR and VEGF (P<0.05). Angiogenesis assay demonstrated that the length of new vessel structure was significantly reduced (P<0.05). ConclusionMST1 shows a low expression level in PCa tissues and is associated with tumor metastasis. MST1 exerts tumor-suppressive effects in prostate cancer by inhibiting cell proliferation, migration, and angiogenesis, as well as downregulating the expression of AR and VEGF, indicating its potential as a therapeutic target for prostate cancer.
5.China’s participation in schistosomiasis control in Africa: value and practice of the trinity model
Jian HE ; Xinyao WANG ; Yuzheng HUANG ; Juma SALEH ; Ally MAYASSA ; Xiaonong ZHOU ; Kun YANG
Chinese Journal of Schistosomiasis Control 2025;37(1):1-7
As a neglected tropical disease, schistosomiasis remains a major public health challenge in underdeveloped areas, notably Africa. Currently, the national schistosomiasis control programmes in Africa mainly depend on foreign aids; however, conventional international aid models have multiple limitations. To enhance the effectiveness and sustainability of global schistosomiasis control programmes, this article proposes a trinity collaboration model based on international rules, China’s experiences and local needs, which is explained with China aid project of schistosomiasis control in Zanzibar as an example. Based on the successful experiences from the national schistosomiasis control programme in China, this model emphasizes the compliance with World Health Organization guidelines and fully considers local actual needs to promote the effectiveness and sustainability of the schistosomiasis control programme through integrating international resources and promoting China’s experience to meet local needs. The successful practice of the China aid project of schistosomiasis control in Zanzibar provides strong evidence that the model is of great theoretical significance and practical value to improve the efficiency of multilateral collaboration and promote global health governance.
6.Post-anesthesia care unit delirium in children with moyamoya disease undergoing indirect revascularization: incidence and risk factors
Korean Journal of Anesthesiology 2025;78(2):129-138
Background:
Delirium in the post-anesthesia care unit (PACU) may be associated with worse outcomes in children with moyamoya disease (MMD). This retrospective study aimed to describe the prevalence of PACU delirium in children with MMD and investigate its risk factors.
Methods:
Patients with MMD aged < 15 years who underwent indirect revascularization between January 2014 and October 2023 were included in this study. Delirium was assessed using the Pediatric Anesthesia Emergence Delirium Scale. Potential risk factors for PACU delirium were evaluated using multivariate logistic regression.
Results:
PACU delirium occurred in 245 (33%) of the 750 hemispheric procedures performed in 522 patients. Delirium was associated with a higher incidence in patients undergoing the first revascularization (37%) than in those undergoing the second (25%; P = 0.002). Cerebral infarction as the initial presentation (odds ratio [OR]: 4.64, first revascularization), high pediatric moyamoya magnetic resonance imaging (MRI) score (OR: 2.75, first revascularization; OR: 3.50, second revascularization), and high intraoperative mean arterial pressure variability (mmHg/min) (OR: 9.17, first revascularization; OR: 8.82, second revascularization) were associated with PACU delirium. Conversely, total intravenous anesthesia (TIVA) was associated with a lower incidence of PACU delirium (OR: 0.46, first revascularization; OR: 0.25, second revascularization).
Conclusions
A significant proportion of patients with MMD developed delirium in the PACU. High intraoperative blood pressure variability and preoperative MRI lesions are independent risk factors for PACU delirium in children with MMD. TIVA may exert a protective effect against PACU delirium. Further studies are required to clarify the causality of these associations.
7.Advances in diffuse optical technology lenses for myopia control
Kun HE ; Bingxin PAN ; Suyun YANG ; Zhiyang HE ; Mengting ZHENG ; Meiling SHU ; Pengfei JIANG ; Shan XU ; Pengfei TIAN
International Eye Science 2025;25(9):1476-1483
Recent years have witnessed significant advancements in myopia control research through the application of diffuse optical technology(DOT)spectacle lenses. Myopia has emerged as a global public health challenge, affecting nearly half of the world's population, with childhood and adolescent myopia rates continuing to rise. DOT lenses represent an innovative myopia control intervention based on retinal contrast signal theory. These lenses incorporate micro-light scattering dots distributed across the lens surface to reduce retinal imaging contrast and modulate the influence of visual input on axial elongation, thereby slowing myopia progression. The core mechanism operates through refractive index differences between the lens substrate(1.53)and scattering dots(1.50), which generate optical scattering effects. This design maintains clear vision through a central 5 mm optical zone while effectively reducing contrast signal intensity in the peripheral retina. Large-scale randomized controlled trials, including the CYPRESS study, have demonstrated significant myopia control efficacy in children aged 6-10 years: 12-month follow-up data revealed a 74% reduction in myopia progression and a 50% reduction in axial elongation, with sustained safety and visual quality maintained over 4-year long-term follow-up. However, several aspects of DOT technology remain contentious and require further clinical validation, including its applicability across different age groups, optimal scattering dot density configurations, combined application effects with other myopia control methods, and long-term visual adaptation during extended use. This review systematically examines the theoretical foundations, design characteristics, clinical application progress, and future development directions of DOT technology, providing scientific evidence for clinical myopia prevention and control strategy formulation.
8.Yield of Different Quantitative Fecal Immunochemical Test Cut-Offs in the Colorectal Cancer Screening Program
Jinhua YANG ; Jiabei HE ; Xinglin FEI ; Zenghao XU ; Kai GAO ; Mengling TANG ; Jianbing WANG ; Kun CHEN ; Mingjuan JIN
China Cancer 2025;34(1):10-16
[Purpose]To analyze the diagnostic yield of quantitative fecal immunochemical test(FIT)at different cut-offs in colorectal cancer(CRC)screening.[Methods]The sequential screening method was adapted in Jiashan CRC screening program for local residents aged 40~74 years old,which included a quantitative FIT and high-risk factor questionnaire for primary screening and subsequent colonoscopy for the diagnostic screening.Subjects who participated in quantitative FIT were included in this study between September,2021 and August,2023.The positive predictive values(PPVs)for colorectal neoplasms were calculated at the cut-offs of 100,120,140,160,180 and 200 ng/mL of FIT.The Cochran-Armitage trend test was performed to compare the trend of PPVs at different cut-offs.The effects of different starting age and FIT cut-offs on requirement of colonoscopy and advanced neoplasia detection were assessed.[Results]A total of 58 256 individuals completed the quantitative FIT,and 3 106 had fecal hemoglobin concentrations>100 ng/mL,among whom 2 186 underwent colonoscopic examination with a compliance rate of 70.38%.The colonoscopy detected 588 cases of non-advanced adenomas and 355 cases of advanced neoplasms(AN),in-cluding 30 cases of CRC and 325 cases of advanced adenomas.Progressively increasing the cut-off showed a decrease in PPVs of non-advanced adenomas and an increase of AN.The ratio of the rate of reduced requirement of colonoscopy to the missed rate of the progressive lesions was the smallest when the screening start age was 45 years old and the positive FIT threshold was set at 100 ng/mL.[Conclusion]There were significant differences in the diagnostic yield at different cut-offs of FIT.Increasing the cut-offs of FIT will elevate PPVs for the advanced neoplasms.
9.Chemical constituents from the stems and barks of Maytenus variabilis
Ting HE ; Bing-qian LIU ; Jian-feng CHEN ; Xiao-qin YU ; Cheng-xiong LIU ; Kun ZOU ; Fan CHENG
Chinese Traditional Patent Medicine 2025;47(5):1539-1547
AIM To study the chemical constituents from the stems and barks of Maytenus variabilis(Hemsl.)C.Y.Cheng.METHODS The 95%ethanol extract from the stems and barks of M.variabilis was isolated and purified by silica gel,Sephadex LH-20 and semi preparative HPLC,then the structures of obtained compounds were identified by physicochemical properties and spectral data.RESULTS Twenty-three compounds were isolated and identified as β-amyrin(1),3β-acetoxyolean-12-en-11-one(2),ursa-12-ene-11-one-3-ol octocosate(3),friedelin(4),canophyllol(5),pinoresinol(6),medioresinol(7),isolariciresinol(8),dihydrodehydrodiconiferyl alcohol(9),vanillic acid(10),7R,8S-5-methoxydihydrodehydroconiferyl alcohol(11),β-hydroxypropiovanillone(12),triptregeline B(13),triptregeline E(14),(+)-evofolin B(15),2,5-dimethoxybenzoquinone(16),olean-12-ene-3,11-dione(17),β-sitosterol(18),(-)-(7R,7'R,7"S,8S,8'S,8"S)-4',4"-dihydroxy-3,3',3",5-tetramethoxy-7,9',7',9-diepoxy-4,8"-oxy-8,8'-sesquineolignan-7",9"-diol(19),phyllostadimer B(20),rayalinol(21),lyoniresinol(22),dihydrobuddlenol B(23).CONCLUSION Compounds 3,9-11,13-14,16,19-21,23 are isolated from genus Maytenus for the first time,and compounds 2,4-5,7-8,12,15,17,22 are first found from this plant.
10.Efficacy of Gao Mo therapy in treatment of aromatase inhibitor-related osteoarticular symptoms in breast cancer patients
Yuanmei HE ; Kun CHEN ; Liling ZHANG ; Xiaoqing WU ; Fen WU
Modern Clinical Nursing 2025;24(4):38-44
Objective To analyse the efficacy of Gao Mo therapy in the treatment of aromatase inhibitor-related osteoarticular symptoms in breast cancer patients.Methods A total of 80 breast cancer patients with aromatase inhibitor-related osteoarticular symptoms were selected from the breast clinic of a Tier-IIIA hospital in Guangdong Province between January and August 2024.The patients were divided into an intervention group and a control group according to the random number table,with 40 patients per group.Patients in the control group received routine nursing care,while the patients in the intervention group received Gao Mo therapy for 4 weeks based on the intervention of the control group.The two groups were compared with in terms of pain level,index of knee osteoarthritis,and quality of life of the patients with breast cancer before intervention and at 1st,2nd and 4th weeks after intervention.Results Before the intervention,the two groups presented no significant differences in scores of pain assessment,knee osteoarthritis index and quality of life(P>0.05).Analysis of variance for repeated measures showed that the main effects of time and group as well as the interaction effect,were statistically significant in scores of pain assessments in both groups(both P<0.05).The main effects of time and the interaction effect were statistically significant in scores of knee osteoarthritis index and quality of life assessments at different time points(both P<0.05),but there was no statistically significant difference in the main effect between groups(both P>0.05).After 4 weeks of intervention,the intervention group demonstrated significantly lower scores in knee function and pain assessments with a significantly higher scores in the total quality of life assessment in comparison with those of the control group(all P<0.05).Conclusion Gao Mo therapy can mitigate the aromatase inhibitor-related osteoarticular symptoms in breast cancer patients,enhance the function of knees,and improve the quality of life of the patients with breast cancer.

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