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.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.
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.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.
8.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.
9.Fabrication of sharp disordered vs.rounded ordered titanium surface micro-and nano-structures and e-valuation of their osteogenic capacity
Weiwei GUO ; Fuwei LIU ; Xu HE ; Jianye SONG ; Zuge YANG ; Wenhao YANG ; Yuncan MA ; Yun-peng LI ; Kun WANG
Journal of Practical Stomatology 2025;41(3):336-343
Objective:Micro-and nanostructures with sharp disordered and rounded ordered features were fabricated on titanium surfaces,respectively,and their osteogenic potential was evaluated both in vitro and in vivo.Methods:Sharp disordered titanium surfaces(SLA-Ti)and rounded ordered titanium surfaces(Laser-Ti)were prepared using sandblast acid etching and high-repeti-tion-rate femtosecond laser,respectively.Smooth titanium(Ti)was used as the control group,SLA-Ti and Laser-Ti were used as the experimental groups.Characterization was conducted using scanning electron microscopy coupled with hydrophilicity assess-ments.The adhesion,elongation,and osteogenic differentiation capabilities of osteoblasts in vitro were evaluated through cell mor-phology observations,cytoskeletal fluorescence staining,cell viability assays,and PCR experiments.Osteogenic potential in vivo of rabbits was assessed through Micro CT scans and histological staining(HE and Masson).Results:The surface of Laser-Ti exhibits a rounded,ordered,multi-scale micro-and nano-morphology with the best hydrophilicity(P<0.01).In vitro,it promotes cell adhe-sion,extension,and osteogenic differentiation,while in vivo,it enhances bone regeneration around the implants.Overall,a trend of Laser-Ti>SLA-Ti>Ti is observed,with a higher bone volume fraction(BV/TV)(P<0.05),greater trabecular thickness(Tb.Th)(P<0.05),an increased number of trabeculae(Tb.N)(P<0.05),and a larger area of bone around the implants(P<0.05).Conclusion:The rounded ordered micro-and nano-structures fabricated using high-repetition-rate fem-tosecond laser demonstrate enhanced osteoinductive capac-ity both in vitro and in vivo.
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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