1.Research progress on the pathogenesis of central retinal vein occlusion
Qi HAN ; Xue HAN ; Xingchen GUO ; Yuanhui YANG ; Yuanmin LI ; Yufang TENG
International Eye Science 2025;25(8):1261-1266
Central retinal vein occlusion(CRVO)is a retinal vascular disorder that significantly impairs vision, with its underlying mechanisms involving complex interactions across multiple biological systems. This article provides a systematic review of the pathological mechanisms associated with CRVO, emphasizing critical factors such as endothelial dysfunction, arteriosclerosis, thrombophilia, inflammation, and oxidative stress. The pathological mechanisms of CRVO are characterized by arteriosclerosis, which obstructs venous return through a dual mechanism involving mechanical compression and endothelin-1-mediated contraction; endothelial dysfunction, which exacerbates disturbances in blood flow; genetic and acquired coagulation abnormalities that disrupt hemostatic balance and promote thrombosis; and the synergistic effects of inflammation and oxidative stress that activate cytokines, thereby aggravating ischemia and vascular leakage. Innovatively, this review explores emerging mechanisms such as miRNA-mediated vascular regulation via exosomes, gut microbiota-retina crosstalk through the “gut-eye axis,” and systemic metabolic interactions that link local retinal lesions to broader dysregulation of CRVO. These insights underscore the importance of integrated eye-system interventions and provide a theoretical foundation for advancing early biomarker discovery, multitarget therapeutics, and personalized treatment paradigms. By bridging localized pathology and systemic mechanisms, this work promotes a transformative shift toward an integrative medicine model in the diagnosis and management of CRVO.
2.Construction and validation of a machine learning network calculator for the risk of delayed awakening from anaesthesia in breast cancer patients
Liang GE ; Yufang LENG ; Peng ZHANG ; Lingguo KONG ; Xudong HAN
Chinese Journal of Clinical Pharmacology and Therapeutics 2025;30(9):1182-1192
AIM:To construct a network calcula-tor based on machine learning(ML)models to pre-dict the risk of delayed awakening from anaesthesia in breast cancer(BC)patients.METHODS:A total of 435 BC patients surgically treated at our hospital from January 2023 to June 2024 were selected.The Boruta algorithm was used to screen for important characteristic variables for the risk of delayed awak-ening from anaesthesia.All patients were randomly assigned to a training set(n=261)and a test set(n=174)based on a 3:2 ratio and nine ML models were constructed and trained.Nine ML models were evaluated on the basis of receiver operating charac-teristic(ROC)curves for a random sample of 10 sub-jects and the clinical utility of the models was as-sessed using decision curve analysis.Combined with SHapley Additive exPlanations(SHAP)bar graphs,summary graphs and force diagrams additional in-terpretation and visualization of the ML model.Con-struction of a network calculator for predicting the risk of delayed awakening from anesthesia in BC pa-tients using the R package.RESULTS:Of the 435 BC patients,25.1%experienced delayed awakening from anesthesia.Boruta algorithm screened seven feature variables.The ROC curve shows that the XG-Boost model has the highest area under the curve(AUC)for 10 random samples among the 9 ML mod-els,and the decision curve shows that the XGBoost model has a significant clinical net benefit.The SHAP bar graph shows the importance of ASA classi-fication,surgery time,anesthesia time,intraopera-tive blood loss,propofol,preoperative anemia,and intraoperative hypothermia,and the SHAP summa-ry graph reflects the distribution of the ranges of in-fluence of the seven important characteristic vari-ables,which are"separated at the ends."The SHAP force diagram visualization XGBoost model predict-ed the risk of delayed awakening from anesthesia for individual patients with a predictive value of 0.998 for patients with delayed awakening from an-esthesia and 0.008 91 for patients without delayed awakening from anesthesia.A web-based calculator(https://xz-nomogram.shinyapps.io/DE_web/)based on an interpretable XGBoost model effective-ly predicts the risk of delayed awakening from anes-thesia in BC patients.CONCLUSION:ASA classifica-tion,surgery time,propofol,intraoperative blood loss,anaesthesia time,preoperative anaemia and intraoperative hypothermia are important charac-teristic variables for the risk of delayed awakening from anaesthesia in BC patients.The network calcu-lator based on the interpretable XGBoost model can accurately and quickly quantify the risk of de-layed awakening from anaesthesia,which can help clinicians to effectively adjust the treatment strate-gy and better improve the prognosis of patients.
3.Low-value care of the urethra in patients with urinary catheter: a scoping review
Yiyi YIN ; Liu HAN ; Xuejing LI ; Dan YANG ; Meiqi MENG ; Jingjing LI ; Jingyuan ZHANG ; Yufang HAO
Chinese Journal of Modern Nursing 2025;31(6):824-830
Objective:To systematically and comprehensively retrieve studies on urethra care for patients with urinary catheter at home and abroad, so as to provide a reference for removing low-value care measures in the future.Methods:Arksey and O'?Malley scoping review method was used to systematically search the China National Knowledge Infrastructure, China Biology Medicine disc, WanFang Data, VIP, PubMed, Cochrane Library, CINAHL, Embase, and Web of Science. The search period was from database establishment to January 1, 2024. Literature was screened based on inclusion and exclusion criteria, and catheter care site, disinfection/cleaner type, frequency, institutional norms, and determinants were independently extracted by two researchers, where determinants were framed based on the theoretical domains framework.Results:A total of 21 papers were included. Urethra low-value care measures were reflected in the selection of nursing solutions that differed significantly from guideline recommendations and were inconsistently standardized across hospitals. Thirteen strategies were proposed to remove urethra low-value care measures. Factors that influenced the removal of low-value care behaviors included knowledge, reinforcement, environment and resources, social influences, personal roles and identities, outcome beliefs and memories, and attention and decision-making processes.Conclusions:Future researchers should further refine the evidence on urethra care and develop contextualized care for complex, multilevel healthcare settings to achieve continuous improvement and high quality care at low cost.
4.Construction and validation of a machine learning network calculator for the risk of delayed awakening from anaesthesia in breast cancer patients
Liang GE ; Yufang LENG ; Peng ZHANG ; Lingguo KONG ; Xudong HAN
Chinese Journal of Clinical Pharmacology and Therapeutics 2025;30(9):1182-1192
AIM:To construct a network calcula-tor based on machine learning(ML)models to pre-dict the risk of delayed awakening from anaesthesia in breast cancer(BC)patients.METHODS:A total of 435 BC patients surgically treated at our hospital from January 2023 to June 2024 were selected.The Boruta algorithm was used to screen for important characteristic variables for the risk of delayed awak-ening from anaesthesia.All patients were randomly assigned to a training set(n=261)and a test set(n=174)based on a 3:2 ratio and nine ML models were constructed and trained.Nine ML models were evaluated on the basis of receiver operating charac-teristic(ROC)curves for a random sample of 10 sub-jects and the clinical utility of the models was as-sessed using decision curve analysis.Combined with SHapley Additive exPlanations(SHAP)bar graphs,summary graphs and force diagrams additional in-terpretation and visualization of the ML model.Con-struction of a network calculator for predicting the risk of delayed awakening from anesthesia in BC pa-tients using the R package.RESULTS:Of the 435 BC patients,25.1%experienced delayed awakening from anesthesia.Boruta algorithm screened seven feature variables.The ROC curve shows that the XG-Boost model has the highest area under the curve(AUC)for 10 random samples among the 9 ML mod-els,and the decision curve shows that the XGBoost model has a significant clinical net benefit.The SHAP bar graph shows the importance of ASA classi-fication,surgery time,anesthesia time,intraopera-tive blood loss,propofol,preoperative anemia,and intraoperative hypothermia,and the SHAP summa-ry graph reflects the distribution of the ranges of in-fluence of the seven important characteristic vari-ables,which are"separated at the ends."The SHAP force diagram visualization XGBoost model predict-ed the risk of delayed awakening from anesthesia for individual patients with a predictive value of 0.998 for patients with delayed awakening from an-esthesia and 0.008 91 for patients without delayed awakening from anesthesia.A web-based calculator(https://xz-nomogram.shinyapps.io/DE_web/)based on an interpretable XGBoost model effective-ly predicts the risk of delayed awakening from anes-thesia in BC patients.CONCLUSION:ASA classifica-tion,surgery time,propofol,intraoperative blood loss,anaesthesia time,preoperative anaemia and intraoperative hypothermia are important charac-teristic variables for the risk of delayed awakening from anaesthesia in BC patients.The network calcu-lator based on the interpretable XGBoost model can accurately and quickly quantify the risk of de-layed awakening from anaesthesia,which can help clinicians to effectively adjust the treatment strate-gy and better improve the prognosis of patients.
5.Low-value care of the urethra in patients with urinary catheter: a scoping review
Yiyi YIN ; Liu HAN ; Xuejing LI ; Dan YANG ; Meiqi MENG ; Jingjing LI ; Jingyuan ZHANG ; Yufang HAO
Chinese Journal of Modern Nursing 2025;31(6):824-830
Objective:To systematically and comprehensively retrieve studies on urethra care for patients with urinary catheter at home and abroad, so as to provide a reference for removing low-value care measures in the future.Methods:Arksey and O'?Malley scoping review method was used to systematically search the China National Knowledge Infrastructure, China Biology Medicine disc, WanFang Data, VIP, PubMed, Cochrane Library, CINAHL, Embase, and Web of Science. The search period was from database establishment to January 1, 2024. Literature was screened based on inclusion and exclusion criteria, and catheter care site, disinfection/cleaner type, frequency, institutional norms, and determinants were independently extracted by two researchers, where determinants were framed based on the theoretical domains framework.Results:A total of 21 papers were included. Urethra low-value care measures were reflected in the selection of nursing solutions that differed significantly from guideline recommendations and were inconsistently standardized across hospitals. Thirteen strategies were proposed to remove urethra low-value care measures. Factors that influenced the removal of low-value care behaviors included knowledge, reinforcement, environment and resources, social influences, personal roles and identities, outcome beliefs and memories, and attention and decision-making processes.Conclusions:Future researchers should further refine the evidence on urethra care and develop contextualized care for complex, multilevel healthcare settings to achieve continuous improvement and high quality care at low cost.
6.Research on the Role and Clinical Application Value of the Histone H2A Deubiquitinase BAP1 in the Occurrence and Progression of Malignant Glioma Cells
Yufang LI ; Zhifeng LIN ; Ying XIANG ; Fei QI ; Feizhou HAN ; Zhongli QIAN ; Tao WANG ; Xu CHEN
Journal of Modern Laboratory Medicine 2024;39(2):7-11,33
Objective To explore the role of breast/ovarian cancer susceptibility gene 1 associated protein 1(BAP1)in the occurrence and progression of human malignant glioma and the feasibility of BAP1 as a clinical diagnostic marker for malignant glioma.Methods The differential expression of BAP1 in normal and glioma tissue was analyzed based on the GSE4290 and GSE90598 sub-datasets from the gene expression omnibus(GEO)database.Receiver operating characteristic(ROC)curve analysis was conducted to assess the early diagnostic value of BAP1 for malignant glioma.Primary lesion tissues from 28 nonpaired malignant glioma patients and non-tumor brain tissues removed by internal decompression surgery in 5 patients with traumatic brain injury collected independently were collected,and the expression levels of BAP1 were measured using quantitative real-time polymerase chain reaction(qRT-PCR).Specific small interfering RNAs(siRNAs)targeting BAP1 were transiently transfected into U251 cells to further evaluate their interference efficiency.Flow cytometry was employed to analyze changes in the cell cycle and apoptosis of U251 cells with BAP1 knockdown.Results The results of bioinformatics showed that the expression of BAP1 in malignant glioma tissues was lower than that in normal brain tissues(GSE 4290:1 209±18.49 vs 1 476±53.90,GSE 90598:5.19±0.10 vs 5.65±0.21),and the differences were significant(t=5.115,2.267,all P<0.05).ROC curve showed that BAP1 could efficiently differentiate malignant glioma tissue from normal brain tissue(GSE4290:AUC=0.78,GSE90598:AUC=0.75,all P<0.05).The expression level of BAP1 in primary malignant glioma tissue was lower than that in normal brain tissue(0.27±0.04 vs 1.06±0.07),and the difference was significant(t=10.22,P<0.001).After down-regulating the expression of BAP1 in U251 cells,the proportion of S phase cells increased from 17.59%to 27.21%(siBAP1-1)and 25.79%(siBAP1-2),respectively,and the differences were significant(t=6.576,6.642,all P<0.01).However,the apoptosis levels decreased from 10.17%to 2.70%(siBAP-1)and 3.00%(siBAP-2),respectively,and the differences were significant(t=10.31,9.428,all P<0.01).Conclusion Histone H2A deubiquitinase BAP1 could exert the function of tumor suppressor genes by inhibiting rapid cell cycle progression and promoting apoptosis in malignant glioma,and could serve as a potential clinical diagnostic biomarker for malignant glioma.
7.New research direction of organ dysfunction caused by hemorrhagic shock: mechanisms of mitochondrial quality control
Zheng ZHANG ; Hongjie DUAN ; Jiake CHAI ; Xiaofang ZOU ; Shaofang HAN ; Hailiang BAI ; Yufang ZHANG ; Huiting YUN ; Ran SUN
Chinese Critical Care Medicine 2024;36(1):93-97
Hemorrhagic shock (HS) is one of the leading causes of death among young adults worldwide. Multiple organ dysfunction in HS is caused by an imbalance between tissue oxygen supply and demand, which is closely related to the poor prognosis of patient. Mitochondrial dysfunction is one of the key mechanisms contributing to multiple organ dysfunction in HS, while mitochondrial quality control regulates mitochondrial function through a series of processes, including mitochondrial biogenesis, mitochondrial dynamics, mitophagy, mitochondrial-derived vesicles, and mitochondrial protein homeostasis. Modulating mitochondrial quality control can improve organ dysfunction. This review aims to summarize the effects of mitochondrial dysfunction on organ function in HS and discuss the potential mechanisms of mitochondrial quality control, providing insights into the injury mechanisms underlying HS and guiding clinical management.
8.Scoping review of nurse-initiated protocolized weaning in adult mechanically ventilated patients
Lei XUE ; Yiyi YIN ; Yufang HAO ; Liyun HAN ; Jianan ZHANG
Chinese Journal of Modern Nursing 2024;30(14):1943-1949
Objective:To comprehensively and systematically retrieve domestic and international research on nurse-initiated protocolized weaning in adult mechanically ventilated patients, clarify its outcome indicators and effectiveness in clinical practice, and identify influencing factors in its implementation.Methods:Employing the scoping review methodology of Arksey and O'Malley, databases in both English and Chinese were systematically searched. Literature was selected based on inclusion and exclusion criteria, with two researchers independently screening, organizing, and analyzing the articles.Results:Eighteen publications were included: seven interventional studies, four qualitative studies, two cross-sectional studies, two on instrument development, and three reviews. Nurse-initiated protocolized weaning was found to be safe and effective, with common clinical outcome indicators including mechanical ventilation duration, weaning time, and ICU length of stay. Significant barriers included the professional knowledge level of nurses, team cooperation, nurses' personal characteristics, and the healthcare providers' underestimation of patients' clinical symptoms. Continuous care, patient involvement, a supportive nursing culture, and recognition of the nurse's role were facilitators of this treatment.Conclusions:Future research efforts should standardize and refine the intervention measures of nurse-initiated protocolized weaning and conduct large-sample, high-quality studies to provide references for the implementation of nurse-initiated protocolized weaning in China.
9.Dexmedetomidine affects alveolar macrophage polarization through JAK2/STAT3 signaling pathway
Liang GE ; Yufang LENG ; Peng ZHANG ; Lingguo KONG ; Xudong HAN
Chinese Journal of Immunology 2024;40(10):2076-2082
Objective:To investigate the effect of dexmedetomidine(DEX)on the polarization of alveolar macrophages in-duced by lipopolysaccharide(LPS)and to explore the related mechanisms.Methods:Rat alveolar macrophages NR8383 were cul-tured in vitro.Experiment one was divided into control group,model group(1 μg/ml LPS),DEX low,medium and high dose groups(1,5,10 mg/kg DEX+10 mg/kg LPS).Experiment two was divided into DEX high dose group(10 mg/kg)and DEX high dose+Colive-lin(JAK2/STAT3 signaling pathway activator)group(10 mg/kg DEX+0.5 μmol/L Colivelin).The morphological changes of rat alveo-lar macrophages NR8383 were observed by inverted microscope;RT-PCR method was used to detect the expression levels of iNOS and Arg1 mRNA in NR8383 cells,and flow cytometry was used to detect the expression levels of CD86 and CD163 proteins in NR8383 cells;Western blot was used to detect the expression levels of surface marker proteins TNF-α,iNOS,SOCS,Arg1,TGF-β and JAK2/STAT3 signaling pathway related proteins in NR8383 cells.Results:Compared with control group,there were a lot of cell debris in the intercellular space of NR8383 in the model group,the proportions of iNOS mRNA,CD86 positive cells,and the expression levels of TNF-α,p-JAK2/JAK2,p-STAT3/STAT3 were significantly increased,the proportions of Arg1 mRNA,CD163 positive cells,and the expression levels of SOCS and TGF-β were significantly reduced(P<0.05);compared with the model group,the NR8383 intercellular cell debris in the DEX low,medium,and high dose groups were decreased,the proportions of iNOS mRNA,CD86 positive cells,and the expression levels of TNF-α,p-JAK2/JAK2,p-STAT3/STAT3 were significantly reduced,the proportions of Arg1 mRNA,CD163 positive cells,and the expression levels of SOCS and TGF-β were significantly increased(P<0.05).The reactivation of the JAK2/STAT3 signal pathway by Colivelin could weaken the role of DEX in LPS induced NR8383 cell polarization.Conclusion:DEX can inhibit the M1 polarization of NR8383 cells induced by LPS,which may be achieved by inhibiting the JAK2/STAT3 signaling pathway.
10.Best evidence for the application management of over-the-counter medications for constipation in the elderly
Jingjing LI ; Liu HAN ; Xueyan FAN ; Qiushuang YU ; Yiyi YIN ; Jianni QU ; Yufang HAO ; Dahua ZHANG
Chinese Journal of Modern Nursing 2024;30(31):4241-4246
Objectives:To search, evaluate, and summarize the evidence related to the application management of over-the-counter (OTC) medications for constipation in the elderly, providing evidence-based support for the rational use of these medications.Methods:A systematic search was conducted through computerized decision support systems, guideline websites, professional association websites, and databases for clinical decisions, guidelines, evidence summaries, and expert consensus on the management of OTC medications for constipation in the elderly. The search period spanned from January 2018 to March 2023. The quality of the literature was independently assessed, and evidence was extracted. The 2014 version of the Joanna Briggs Institute (JBI) evidence grading system was used to determine the levels of evidence.Results:A total of 18 article were included, consisting of two clinical decisions, five guidelines, seven expert consensus statements, and four evidence summaries. These covered five areas: medication principles for elderly individuals with different characteristics, medication selection, medication monitoring, health education, and precautions, culminating in a total of 30 best evidence.Conclusions:This study summarizes the best evidence for the management of OTC medications for constipation in the elderly, providing evidence-based support for the rational application of these medications.

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