1.Analysis of the risk factors for catheter-related thrombosis in upper arm infusion port and construction of machine-learning prediction model
Mengsu ZHANG ; Jie ZHANG ; Guangxin JIN ; Xiaoxia QIU ; Xuebin ZHANG ; Jun BU
Journal of Interventional Radiology 2025;34(3):253-260
Objective To analyze the risk factors for catheter-related thrombosis(CRT)in the upper arm infusion port(UAP)and to construct a machine-learning prediction model.Methods A total of 6028 patients,who received UAP implantation at Shanghai Renji Hospital of China from February 2014 to February 2023,were enrolled in this study.The patients were divided into training set(n=4 219)and validation set(n=1 809).Six machine-learning prediction models,including Least Absolute Shrinkage and Selection Operator(LASSO)regression,random forest,decision tree,neural network,XGBoost and logistic,were constructed,and the model having best performance was selected as the optimal model.SHapely Additive exPlanations(SHAP)analysis was used to explain the neural network model,and DALEXtra package was used to explain the continuous variables.Results The neural network model was chosen as the final model.The variables,in order of the degree of importance from high to low,included sex,the diameter of catheter,catheter tip confirmation method,the length of catheter,inpatient or outpatient status,history of central venous catheter implantation,the length of subcutaneous tunnel,age,body mass index(BMI),primary tip displacement,and left or right venous approach.The learning curve,i.e.the area under curve(AUC)of the receiver operating characteristic(ROC)curve,for the training set was>0.6,and the Delong testing and Bootstrap Methods Test showed that the neural network model performed well(P<0.05).The Kolmogorov-Smirnov plot(KS plot)value was 0.313 5,indicating that the model had the good ability of discrimination.The clinical impact curve(CIC)assessment revealed that the model had good clinical value.Conclusion The machine-learning prediction model of upper arm infusion port with CRT has been successfully constructed.For minimizing the risk of CRT,it is recommended to prioritize the use of 5 F diameter catheters,adopt left-sided venous approach and positioning the tip of the catheter based on anatomical measurements,besides,the catheter length should be not shorter than 36.56 cm,and the subcutaneous tunnel length should not be less than 5 cm.The basic features associated with higher CRT risk include age of 50-65 years,BMI being between 18.69 kg/m2 and 20.81 kg/m2 or between 23.68 kg/m2 and 23.94 kg/m2 and male.
2.Intimate relationship experience between dementia patients and their spouses: a Meta-synthesis of qualitative studies
Xiaobei DOU ; Yanli LIU ; Yangyang LI ; Chongdie HU ; Fuwen HOU ; Yu ZHANG ; Jie ZHANG ; Guangxin SHENG
Chinese Journal of Modern Nursing 2025;31(35):4770-4777
Objective:To systematically evaluate qualitative research on intimate relationship experiences between dementia patients and their spouses.Methods:Qualitative studies on intimate relationship experiences of individuals with dementia and their spouses were electronically retrieved from the Cochrane Library, PubMed, Web of Science, Embase, China National Knowledge Infrastructure, WanFang Data, VIP, and SinoMed. The search period was from the establishment of the database to June 30, 2025. The literature was evaluated for quality using the Joanna Briggs Institute Quality Assessment Criteria for Qualitative Research. The results were synthesized through the aggregative integration method.Results:A total of 12 studies were included, yielding 46 findings that were categorized into 9 themes and synthesized into 3 integrated outcomes of dysfunction and challenges in intimate relationships, adjustment and coping strategies in intimate relationships, and reshaping and sublimation in intimate relationships.Conclusions:Patients with dementia and their spouses face multiple challenges in their intimate relationships and marital quality. Healthcare providers should focus on the lived experiences and unmet needs of dementia patients and their spouses, offer targeted psychological interventions and support, promote the stable development of intimate relationships, so as to improve their capacity to cope with the disease.
3.Effect of multi-component exercise programs on the management of chronic diseases in the elderly:a review of the progress in research
Jie ZHANG ; Yanli LIU ; Chongdie HU ; Yangyang LI ; Fuwen HOU ; Yu ZHANG ; Xiaobei DOU ; Guangxin SHENG
Modern Clinical Nursing 2025;24(7):27-33
Chronic diseases in the elderly are characterised by high incidence rates and prolonged duration.Regular participation in multi-component exercise programs promotes both the physical and mental health of the elderly with chronic diseases and reduces the risk of morbidity,making it the key to prevent chronic diseases in the elderly.This review introduces the concepts of multi-component exercise,elucidates the mechanism in improvement of physical and cognitive functions and evaluates the applications as well as the advantages and disadvantages in the management of chronic diseases in the elderly.This review intends to provide references for clinicians who undertake management role of the chronic diseases in elderly populations.
4.Effects of exosomes secreted from mesenchymal stem cells on chondrocyte injury under hypoxia
Shaochu CHEN ; Ming GONG ; Wang ZHANG ; Jiawen WU ; Guangxin HUANG ; Yadong ZHANG
The Journal of Practical Medicine 2025;41(22):3529-3536
Objective To investigate the effects of exosomes derived from hypoxia-treated mesenchymal stem cells on chondrocyte injury.Methods After mesenchymal stem cells were subjected to hypoxic treatment,the secreted exosomes were collected and co-cultured with IL-1β-stimulated chondrocytes.Cell viability was assessed using the CCK-8 assay,while apoptosis was evaluated by flow cytometry and the measurement of Caspase-3 and PARP activities.Intracellular levels of ROS,Fe2+,and MDA were quantified using commercial assay kits.The expression of GPX4,SLC7A11,and ACSL4 was analyzed at both mRNA and protein levels via qRT-PCR and Western blot,respectively.Additionally,the secretion of COL2A1,MMP13,ADAMTS5,TNF-α,IL-6,and PGE2 was determined by ELISA.Results Chondrocyte viability was significantly enhanced following the uptake of exosomes derived from hypoxia-treated mesenchymal stem cells(H-Exo)(P<0.05).IL-1β treatment reduced chondrocyte viability,increased Caspase-3 and PARP activities,and promoted apoptosis(P<0.05);however,H-Exo effectively reversed IL-1 β-induced apoptotic effects.Furthermore,IL-1 β markedly down-regulated the expression of GPX4 and SLC7A11,up-regulated ACSL4 expression,and elevated intracellular levels of ROS,Fe2+,and MDA(P<0.05),indicating the induction of ferroptosis.Both the ferroptosis inhibitor and H-Exo significantly attenuated IL-1β-triggered ferroptosis,and H-Exo counteracted the detrimental effects of IL-1β as well as those induced by a ferroptosis inducer.Additionally,IL-1β suppressed the expression of the chondrogenic marker COL2A1,up-regulated the catabolic enzymes MMP13 and ADAMTS5,and enhanced the secretion of pro-inflammatory cyto-kines TNF-α,IL-6,and PGE2(P<0.05).Notably,H-Exo alleviated IL-1β-mediated inflammation and restored the balance between chondrogenic anabolism and catabolism.Conclusions Exosomes secreted by mesenchymal stem cells under hypoxic conditions can effectively inhibit chondrocyte apoptosis and ferroptosis,thereby alleviating cellular injury.These findings suggest that such exosomes exert a protective effect on chondrocytes and hold prom-ise as a novel therapeutic strategy for cartilage repair.
5.Intimate relationship experience between dementia patients and their spouses: a Meta-synthesis of qualitative studies
Xiaobei DOU ; Yanli LIU ; Yangyang LI ; Chongdie HU ; Fuwen HOU ; Yu ZHANG ; Jie ZHANG ; Guangxin SHENG
Chinese Journal of Modern Nursing 2025;31(35):4770-4777
Objective:To systematically evaluate qualitative research on intimate relationship experiences between dementia patients and their spouses.Methods:Qualitative studies on intimate relationship experiences of individuals with dementia and their spouses were electronically retrieved from the Cochrane Library, PubMed, Web of Science, Embase, China National Knowledge Infrastructure, WanFang Data, VIP, and SinoMed. The search period was from the establishment of the database to June 30, 2025. The literature was evaluated for quality using the Joanna Briggs Institute Quality Assessment Criteria for Qualitative Research. The results were synthesized through the aggregative integration method.Results:A total of 12 studies were included, yielding 46 findings that were categorized into 9 themes and synthesized into 3 integrated outcomes of dysfunction and challenges in intimate relationships, adjustment and coping strategies in intimate relationships, and reshaping and sublimation in intimate relationships.Conclusions:Patients with dementia and their spouses face multiple challenges in their intimate relationships and marital quality. Healthcare providers should focus on the lived experiences and unmet needs of dementia patients and their spouses, offer targeted psychological interventions and support, promote the stable development of intimate relationships, so as to improve their capacity to cope with the disease.
6.Profiling of the risk factors and a prediction model for upper arm port related infections
Mengsu ZHANG ; Shengxi XU ; Jie ZHANG ; Guangxin JIN ; Xuebin ZHANG ; Jun PU
Chinese Journal of Infection and Chemotherapy 2025;25(2):140-148
Objective To analyze the risk factors for upper arm ports(UAP)related infections and develop a nomogram for predicting the UAP related infections.Methods Patients(n=6 028)with UAP between 2014 and 2023 in Renji Hospital,Shanghai Jiao Tong University School of Medicine were included and assigned to a training set(n=4 219)or a validation set(n=1 809).Least Absolute Shrinkage and Selection Operator(LASSO)regression were built and non-zero factors were screened out.Multivariate logistic regression was performed for these non-zero factors to screen significant factors out for constructing a prediction model.The performance of the model was evaluated by the area under curve(AUC)of the receiver operating characteristic(ROC)curves,calibration curves,the decision curve analysis(DCA)curve,and clinical impact curves(CICs)in both training set and validation set.Results The model incorporated gender,venous access,venous status,catheter-related thrombosis(CRT),and diameter of catheter.The model performed well.The AUC of ROC was 0.801 in the training set and 0.746 in the validation set.The calibration curve was close to the ideal curve,indicating good discriminative ability of the model.The DCA curve suggested that the model could help make beneficial clinical decisions when the risk assessment value was 30%-41%.CICs proved that the model had good clinical value.Conclusions A model was successfully constructed to predict UAP-related infections.The brachial/basilic vein and 5F catheter was proposed as the first choice.Thicker catheter diameter,male,CRT,abnormal venous status,and axillary vein approach may increase the risk of UAP related infection.
7.Qualitative studies on the experience of role transition among caregivers of patients with young-onset dementia: a Meta-synthesis
Yangyang LI ; Yanli LIU ; Fuwen HOU ; Chongdie HU ; Yu ZHANG ; Xiaobei DOU ; Jie ZHANG ; Guangxin SHENG
Chinese Journal of Modern Nursing 2025;31(7):875-882
Objective:To systematically evaluate the qualitative studies on the experience of role transition among caregivers of patients with young-onset dementia.Methods:A computer-based search was conducted in the Cochrane Library, PubMed, Web of Science, Embase, China National Knowledge Infrastructure, WanFang Data, VIP, and China Biology Medicine disc for qualitative studies on the experience of role transition among caregivers of patients with young-onset dementia. The retrieval time limit was from the establishment of the database to May 2024. The quality of the literature was evaluated by using the quality evaluation criteria of the Evidence-Based Health Care Center of the Joanna Briggs Institute, and the Meta-synthesis of the results was carried out by using the pooling integration method.Results:A total of 14 articles were included, 46 results were extracted, and nine categories were formed by induction. Three integration results were comprehensively obtained, namely, individuals and families were troubled by multiple problems, there was a strong demand for role support during the transition period, and positive coping led to role growth.Conclusions:Caregivers of patients with young-onset dementia have multiple problems and diverse care needs during the role transition period, and positive coping in this process can lead to role growth.
8.Profiling of the risk factors and a prediction model for upper arm port related infections
Mengsu ZHANG ; Shengxi XU ; Jie ZHANG ; Guangxin JIN ; Xuebin ZHANG ; Jun PU
Chinese Journal of Infection and Chemotherapy 2025;25(2):140-148
Objective To analyze the risk factors for upper arm ports(UAP)related infections and develop a nomogram for predicting the UAP related infections.Methods Patients(n=6 028)with UAP between 2014 and 2023 in Renji Hospital,Shanghai Jiao Tong University School of Medicine were included and assigned to a training set(n=4 219)or a validation set(n=1 809).Least Absolute Shrinkage and Selection Operator(LASSO)regression were built and non-zero factors were screened out.Multivariate logistic regression was performed for these non-zero factors to screen significant factors out for constructing a prediction model.The performance of the model was evaluated by the area under curve(AUC)of the receiver operating characteristic(ROC)curves,calibration curves,the decision curve analysis(DCA)curve,and clinical impact curves(CICs)in both training set and validation set.Results The model incorporated gender,venous access,venous status,catheter-related thrombosis(CRT),and diameter of catheter.The model performed well.The AUC of ROC was 0.801 in the training set and 0.746 in the validation set.The calibration curve was close to the ideal curve,indicating good discriminative ability of the model.The DCA curve suggested that the model could help make beneficial clinical decisions when the risk assessment value was 30%-41%.CICs proved that the model had good clinical value.Conclusions A model was successfully constructed to predict UAP-related infections.The brachial/basilic vein and 5F catheter was proposed as the first choice.Thicker catheter diameter,male,CRT,abnormal venous status,and axillary vein approach may increase the risk of UAP related infection.
9.Effect of multi-component exercise programs on the management of chronic diseases in the elderly:a review of the progress in research
Jie ZHANG ; Yanli LIU ; Chongdie HU ; Yangyang LI ; Fuwen HOU ; Yu ZHANG ; Xiaobei DOU ; Guangxin SHENG
Modern Clinical Nursing 2025;24(7):27-33
Chronic diseases in the elderly are characterised by high incidence rates and prolonged duration.Regular participation in multi-component exercise programs promotes both the physical and mental health of the elderly with chronic diseases and reduces the risk of morbidity,making it the key to prevent chronic diseases in the elderly.This review introduces the concepts of multi-component exercise,elucidates the mechanism in improvement of physical and cognitive functions and evaluates the applications as well as the advantages and disadvantages in the management of chronic diseases in the elderly.This review intends to provide references for clinicians who undertake management role of the chronic diseases in elderly populations.
10.Effects of exosomes secreted from mesenchymal stem cells on chondrocyte injury under hypoxia
Shaochu CHEN ; Ming GONG ; Wang ZHANG ; Jiawen WU ; Guangxin HUANG ; Yadong ZHANG
The Journal of Practical Medicine 2025;41(22):3529-3536
Objective To investigate the effects of exosomes derived from hypoxia-treated mesenchymal stem cells on chondrocyte injury.Methods After mesenchymal stem cells were subjected to hypoxic treatment,the secreted exosomes were collected and co-cultured with IL-1β-stimulated chondrocytes.Cell viability was assessed using the CCK-8 assay,while apoptosis was evaluated by flow cytometry and the measurement of Caspase-3 and PARP activities.Intracellular levels of ROS,Fe2+,and MDA were quantified using commercial assay kits.The expression of GPX4,SLC7A11,and ACSL4 was analyzed at both mRNA and protein levels via qRT-PCR and Western blot,respectively.Additionally,the secretion of COL2A1,MMP13,ADAMTS5,TNF-α,IL-6,and PGE2 was determined by ELISA.Results Chondrocyte viability was significantly enhanced following the uptake of exosomes derived from hypoxia-treated mesenchymal stem cells(H-Exo)(P<0.05).IL-1β treatment reduced chondrocyte viability,increased Caspase-3 and PARP activities,and promoted apoptosis(P<0.05);however,H-Exo effectively reversed IL-1 β-induced apoptotic effects.Furthermore,IL-1 β markedly down-regulated the expression of GPX4 and SLC7A11,up-regulated ACSL4 expression,and elevated intracellular levels of ROS,Fe2+,and MDA(P<0.05),indicating the induction of ferroptosis.Both the ferroptosis inhibitor and H-Exo significantly attenuated IL-1β-triggered ferroptosis,and H-Exo counteracted the detrimental effects of IL-1β as well as those induced by a ferroptosis inducer.Additionally,IL-1β suppressed the expression of the chondrogenic marker COL2A1,up-regulated the catabolic enzymes MMP13 and ADAMTS5,and enhanced the secretion of pro-inflammatory cyto-kines TNF-α,IL-6,and PGE2(P<0.05).Notably,H-Exo alleviated IL-1β-mediated inflammation and restored the balance between chondrogenic anabolism and catabolism.Conclusions Exosomes secreted by mesenchymal stem cells under hypoxic conditions can effectively inhibit chondrocyte apoptosis and ferroptosis,thereby alleviating cellular injury.These findings suggest that such exosomes exert a protective effect on chondrocytes and hold prom-ise as a novel therapeutic strategy for cartilage repair.

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