1.Predictive model for severe adverse reaction associated with bevacizumab based on the global trigger tool and machine learning
Yongfei FU ; Xin LONG ; Hongzhen XU ; Jian TANG ; Xiangqing LI ; Yucheng LONG ; Dong QIN
China Pharmacy 2026;37(4):497-503
OBJECTIVE To confirm trigger items for adverse drug reaction (ADR) induced by bevacizumab, to identify and analyze the occurrence of related ADR, and to establish a predictive model for severe adverse reaction (SAR) caused by this drug. METHODS Based on the global trigger tool (GTT) theory, and referencing the GTT White Paper, drug package inserts and relevant literature, trigger items for bevacizumab-related ADR were confirmed using a single-round Delphi method. Utilizing these established items, electronic medical records of relevant patients at Guilin People’s Hospital from January 2020 to September 2024 were actively screened via the China Hospital Pharmacovigilance System. Pharmacists then identified and tallied the occurrence of bevacizumab-induced ADR. Data from patients with any positive trigger item served as the study subjects (divided into training and test sets at a ratio of 7∶3), candidate feature variables were selected from 39 related variables using the Boruta algorithm, and the multivariable Logistic regression analysis was performed with the occurrence of SAR as the dependent variable. Based on these candidate features, Logistic Regression, Extreme Gradient Boosting, Light Gradient Boosting Machine, Random Forest, and Categorical Boosting models were constructed. Model performance was evaluated using metrics including the area under the curve (AUC) of receiver operating characteristic curve and recall rate. The Shapley Additive exPlanations (SHAP) method was applied to analyze and interpret the contribution of each variable. A nomogram was constructed based on the optimal model. RESULTS A total of 38 trigger items for active monitoring of bevacizumab-related ADR were determined, comprising 17 laboratory indicators, 13 clinical manifestations, and 8 intervention measures. In total, 483 patients with positive trigger items were included, and 318 patients with bevacizumab-induced ADR were identified, including 83 SARs. The positive predictive values for the trigger items and cases were 43.57% (708/1 625) and 63.84% (318/483), respectively. Bevacizumab-induced ADR involved 7 systems/organs, with the hematological system being the most frequently involved (64.15%). The Boruta algorithm selected 7 vari ables: serum potassium, hematocrit, albumin-to-globulin ratio, prealbumin, hypertension history, age and red blood cell count. Multivariable Logistic regression showed that elevated serum potassium levels were associated with a decreased risk of bevacizumab-induced SAR (OR=0.234, P =0.002), while a history of hypertension (OR=2.642, P =0.006) and increased age (OR=1.040, P =0.025) were associated with an increased risk. The Logistic Regression model demonstrated superior performance with higher AUC, F1 score and recall rate (0.761, 0.447, 0.607), compared to other models. SHAP evaluation results indicated that variables such as serum potassium, hematocrit, and age ranked highest in importance. CONCLUSIONS Totally 38 trigger entries have been successfully identified for active screening of bevacizumab-related ADR. Elevated serum potassium levels are a protective factor against bevacizumab-induced SAR, whereas the hypertension history and increased age are risk factors. The Logistic Regression model is the optimal predictive model.
2.Study on screening of active components from Desmodium styracifolium( Osb.) Merr. extract against cholestatic liver injury and its mechanism of action
Tao HUANG ; Chao CHEN ; Wenhua WEI ; Liuting WEI ; Bo LI ; Ya GAO ; Houkang CAO
China Pharmacy 2026;37(17):2241-2247
OBJECTIVE To identify the active components of Desmodium styracifolium (Osb.) Merr. extract (DME) against cholestatic liver injury (CLI), and to verify its target and molecular mechanism, so as to provide scientific evidence for the clinical application of D.styracifolium (Osb.) Merr. and the development of new hepatoprotective agents.METHODS High-performance liquid chromatography was applied to establish fingerprints of 19 batches of DME, followed by similarity evaluation and identification of common peaks. An in vitro CLI model was constructed by lithocholic acid (LCA)-induced injury in HepG2 cells to evaluate the in vitro protective effect of DME against CLI. Spearman correlation analysis, grey relational analysis and partial least-squares regression analysis were adopted to investigate the spectrum-effect relationship of DME against CLI and preliminarily screen the core active components. Molecular docking and surface plasmon resonance technology were used to predict and verify the binding capacity between core active components and farnesoid X receptor (FXR). qRT-PCR, Western blot and immunofluorescence staining tests were performed to validate the influences of core active components on the expression of molecules related to FXR/bile salt export pump (BSEP) pathway in CLI model cells.RESULTS A total of 12 common peaks were calibrated in the fingerprints of 19 batches of DME, and the similarity values were all above 0.990. Four common peaks were identified, namely peak 6 (schaftoside), peak 7 (isoorientin), peak 11 (isoschaftoside) and peak 12 (isovitexin). DME at 80 μg/mL exerted the optimal protective effect on CLI-model cells, and the cell viability reached (75.66±4.60)% after 24 h of treatment. Spectrum-effect analysis revealed that schaftoside possessed the strongest correlation with the anti-CLI activity of DME and served as the core active component. Target prediction and validation results showed that the binding energy between schaftoside and FXR was -8.1 kcal/mol, and the equilibrium dissociation constant was 27.3 μmol/L. Mechanistic experiments demonstrated that 100 μmol/L schaftoside significantly elevated the expression levels of FXR and BSEP, and mRNA of their encoded genes Nr1h4 , Abcb11 in CLI-model cells ( P <0.05).CONCLUSIONS Schaftoside may be the core active component of DME against CLI, and its mechanism may be related to the activation of FXR/BSEP pathway.
3.High-throughput Sequencing of MET Mutational Landscape in Cancer Patients and the Value of IHC Screening for Targeted Therapy
Feicheng YANG ; Lixia JIANG ; Ruobing LIU ; Kai YANG ; Yewei LI ; Yi XIONG ; Hao DENG ; Jie HU
Journal of Sun Yat-sen University(Medical Sciences) 2026;47(1):172-181
ObjectiveTo investigate the mutation status of the MET gene in tumor patients, with a focus on its expression in lung cancer tissues and its impact on patient prognosis, providing theoretical basis and potential targets for precise diagnosis and treatment of the tumors. MethodsA total of 1,627 tumor patient samples were collected from January 2021 to September 2025. High-throughput sequencing technology was used to conduct DNA-level gene detection on 137 tumor patients with MET mutations. The distribution of mutation sites in exons and introns, as well as the occurrence frequencies of MET gene amplification and gene fusion were analyzed, with particular attention paid to the mutation frequencies of each exon and the high-frequency variant types. Immunohistochemical staining was performed to analyze the expression levels of c-MET protein in tumor tissues of the 137 patients. Immunohistochemical analysis was conducted on tumor tissues of 9 patients with MET gene exon 14 skipping mutations to study the association between c-MET protein expression and this specific mutation type. RNA sequencing results, immunohistochemical staining data, and follow-up prognosis of lung cancer from the GEPIA2 database and TCGA database were comprehensively analyzed to explore the potential relationship between MET gene expression in tumor tissues and patient prognosis. ResultsAmong 1,627 tumor patients, 137 MET mutation patients were detected, including 93 males with an average age of (66.85±9.61) years and 44 females with an average age of (59.43±11.08) years. Lung cancer was the most common tumor type (117 cases). MET gene expression was lower in breast cancer and glioblastoma multiforme, but higher in lung cancer and colorectal cancer as compared with the expression in normal tissues. Survival analysis showed that patients with high MET gene expression in lung adenocarcinoma had a shorter overall survival time than those with low expression. A total of 961 mutations were detected by next-generation sequencing, including 547 exon mutations and 374 intron mutations. MET gene amplification was found in 13 cases and gene fusion in 27 cases. The highest mutation frequency was in exon 2, followed by exon 5, exon 4, and exon 19. High-frequency variant types included c.2890C>A (p.L964M) on exon 4 and c.3028G>T (p.D1010Y) on exon 5. The c-MET protein expression was closely related to the type of gene mutation. Missense mutations often led to positive or strongly positive c-MET protein expression, while nonsense mutations often resulted in weak or absent c-MET protein expression. Among the 9 patients with MET gene exon 14 skipping mutations, the c-MET protein expression score was mostly 0 - 1, with only 1 case scoring 2. Among the 117 lung cancer patients, the incidence rate was higher in males than in females, and more common among stage Ⅲ-Ⅳ patients than among stage I-Ⅱ patients. Out of the 41 patients treated with surgery + targeted drugs (gutemitinib, savolitinib), 8 cases of recurrence or metastasis were found during follow-up. ConclusionMET gene mutations exhibit specific mutation characteristics in different tumor types, and its expression levels show significant differences between various tumor tissues and normal tissues. It is closely related to the poor prognosis of lung adenocarcinoma patients. We found that c-MET protein expression is closely related to the type of MET gene mutation, especially in patients with MET gene exon 14 skipping mutations, which presents a characteristic expression pattern. This provides an important basis for the preliminary screening using immunohistochemistry in clinical practice.
4.The Abnormal Karyotype Spectrum, Disease Correlation and Characteristics of High-frequency Gene Mutations in Patients with Lymphohematopoietic System Diseases
Feicheng YANG ; Jie HU ; Qing HU ; Yanchun LI ; Xiao LIU ; Xiaming TAN
Journal of Sun Yat-sen University(Medical Sciences) 2026;47(2):306-314
ObjectiveTo analyze the characteristics of chromosomal variations and disease spectrum in patients with lymphohematopoietic system diseases in Hunan region. MethodsA cross-sectional study was conducted, collecting clinical data of 548 patients with lymphohematopoietic system diseases who underwent bone marrow chromosome karyotype analysis at Hunan Provincial People's Hospital from January 2021 to July 2025. G-banding technique was used to detect bone marrow chromosome karyotypes, and chromosome number and structural abnormalities were determined in accordance with the International System for Human Cytogenomic Nomenclature (ISCN) 2024. Retrospective statistical analysis was performed to correlate karyotype abnormality data with disease phenotypes such as myelodysplastic syndrome and acute/chronic leukemia. Classification of the types, frequencies, and reproducibility of variations was calculated to clarify the correlation between karyotypes and disease phenotypes. ResultsAmong the 548 patients who completed bone marrow chromosome karyotype analysis, 127 had chromosomal abnormalities (84 males and 43 females, mean age 58.26 years). Among patients with autosomal abnormalities, 64 cases were detected with translocations (a total of 67 mutations), with t(9;22)(q34;q11.2) (22 cases) and t(15;17)(q24;q21) (10 cases) as high-frequency translocations. Chromosomes 9, 15, etc. were high-frequency variant chromosomes, and 29 cases had complex mutations such as deletions/duplications, with +8 being the common type. There were 27 cases of sex chromosome abnormalities: 7 cases of X chromosome abnormalities (2 cases of chimerism) and 20 cases of Y chromosome deletions (7 cases of 45,X,-Y/46,XY chimerism). Karyotype-disease correlation showed that t(9;22) was detected 9 times in acute leukemia and 8 times in chronic myeloid leukemia; +8, -Y, etc. were associated with multiple types of hematological diseases, and the same karyotype could correspond to multiple disease phenotypes. ConclusionThe high-frequency chromosomal abnormalities, karyotype-disease correlations, and high-frequency NGS genes in patients with lymphohematopoietic system diseases, providing a basis for their precise diagnosis and treatment.
5.Chinese expert consensus on the clinical application of recombinant human thyroid-stimulating hormone (2025 edition)
Chentian SHEN ; Yushen GU ; Hui TAN ; Anren KUANG ; Sijin LI ; Yaming LI ; Jing WANG ; Ningyi JIANG ; Jian TAN ; Zhuoying WANG ; Shaoyan LIU ; Xiaoyi LI ; Jugao FANG ; Dingcun LUO ; Youben FAN ; Hui WANG ; Yuetao WANG ; Xuemei WANG ; Feng WANG ; Wei FU ; Feng SHI ; Xuegong LIU ; Zhongwei LÜ ; Yan XING ; Lin LI ; Hui YANG ; Jun XIN ; Yifan ZHANG ; Yue CHEN ; Yansong LIN ; Wei OUYANG ; Shuzhan YAO ; Changjiu ZHAO ; Xinming ZHAO ; Zairong GAO ; Dingde HUANG ; Qiang WEN ; Xingmin HAN ; Cen LOU ; Weibing MIAO ; Wei FAN ; Quanyong LUO ; Hongcheng SHI
Chinese Journal of Clinical Medicine 2026;33(5):932-944
The recombinant human thyroid-stimulating hormone (rhTSH) can be used for differentiated thyroid cancer (DTC) preparation before 131I therapy, and follow-up. Since its approval by the American Food and Drug Administration (FDA) in 1998, rhTSH has been clinically used in European countries, the United States, and other countries for nearly 30 years. In April 2024, China’s first independently developed rhTSH agent was approved. Based on clinical experience and evidence from domestic and international studies, an expert consensus on the application of rhTSH has been developed following thorough consultations among experts. The consensus offers evidence-based recommendations to guide the appropriate use of rhTSH in clinical practice.
6.Stent-assisted coil embolization of an aneurysm associated with internal carotid artery fenestration malformation in the supraclinoid segment:a case report and literature review
Xinxin FAN ; Zhenbo LIU ; Jingwei LI ; Guilin LI ; Zhenlong JI
Chinese Journal of Cerebrovascular Diseases 2025;22(7):506-510
Supraclinoid internal carotid artery(ICA)fenestration is a rare vascular developmental variant,and this anomaly may be associated with aneurysm formation.Whether the fenestration is originated from the embryonic development of the ICA or the posterior communicating artery(PCoA)remains controversial.This article retrospectively analyzed the imaging data,diagnosis and treatment process of one patient with supraclinoid ICA fenestration combined with an aneurysm,and further literature review was conducted combining with the case study.The aim of this study was to analyze the etiology of supraclinoid ICA fenestration and its correlation with aneurysm formation,in order to improve clinicians' understanding of this rare anomaly and facilitate the formulation of appropriate treatment plans.
7.Human amniotic mesenchymal stem cell exosomes repair radiation-induced submandibular gland damage in rats
Min ZHANG ; Nini ZHANG ; Guilin HUANG ; Zhuangzhuang LI ; Xue WANG ; Huike WANG
Chinese Journal of Tissue Engineering Research 2025;29(36):7804-7815
BACKGROUND:Radiotherapy for head and neck tumors can easily cause xerostomia,seriously affecting the quality of life of patients.In recent years,engineered stem cells and their paracrine factors have shown therapeutic potential in the repair of salivary gland injury.However,there is currently no experimental study on the application of amniotic mesenchymal stem cell-derived exosome in radiation-induced salivary gland injury.OBJECTIVE:To preliminarily explore the repair effect of exosome derived from human amniotic mesenchymal stem cells on radiation-induced submandibular gland injury.METHODS:H uman amniotic mesenchymal stem cell exosomes were extracted and identified by ultrafiltration and ultracentrifugation.SD rats were randomly divided into a control group,a radiation injury group,and a radiation injury+exosome group.An in vitro model of radiation-induced submandibular gland injury was constructed using the submandibular gland tissue of SD rats irradiated with 18 Gy of radiation.One day after radiation modeling,exosome derived from human amniotic mesenchymal stem cells was injected into the submandibular gland in situ.Samples are taken at 1,3,7,and 14 days to detect the resting salivary flow rate.The structure of the submandibular gland tissue was observed by hematoxylin-eosin staining.The expression of glycogen particles in the submandibular gland tissue was observed by Periodic Acid-Schiff staining.Fibrosis in the submandibular gland tissue was observed by Masson staining.The secretion of salivary amylase was detected by enzyme-linked immunosorbent assay.The expression of aquaporin and tight junction proteins in submandibular gland tissue was observed by immunofluorescence staining.Real-time fluorescence quantitative PCR was used to detect the relative expression levels of aquaporins and salivary amylase mRNA in submandibular gland tissue.TUNEL assay was used to detect the apoptosis rate of submandibular gland tissues in each group.RESULTS AND CONCLUSION:After radiomodeling,compared with the radiation injury group,(1)hematoxylin-eosin staining observed that the submandibular gland tissue structure in the radiation injury+exosome group was restored,the nucleoli increased,the number of acinus increased,and the acinar atrophy improved.(2)Glycogen staining observed that the number and density of positive zymogen granules in the acinar cytoplasm of the radiation injury+exosome group gradually increased.(3)Masson staining results observed that the number and density of positive collagen fibers in the interstitium and around the ducts in the radiation injury+exosome group gradually decreased,the degree of fibrosis decreased,and the collagen deposition decreased.(4)The salivary flow rate in the radiation injury+exosome group increased(P<0.05).The fluorescence intensity of aquaporin-5 was enhanced(P<0.05)and the gene expression was significantly enhanced(P<0.01).The fluorescence distribution of tight junction protein 4 was weakened and the fluorescence intensity decreased(P<0.05,P<0.01).The content of salivary amylase increased(P<0.05)and gene expression were significantly increased(P<0.01).The number of positive apoptotic cells decreased(P<0.05,P<0.01).It is indicated that local injection of exosome derived from human amniotic mesenchymal stem cells could improve the pathological morphology of submandibular gland tissue,promote saliva flow rate and amylase expression,and may play a functional repair role in radioactive submandibular gland injury by inhibiting acinar apoptosis.
8.Azaphilone derivatives with RANKL-induced osteoclastogenesis inhibition from the mangrove endophytic fungus Diaporthe sp.
Miaoping LIN ; Yanhui TAN ; Humu LU ; Yuyao FENG ; Min LI ; Chenghai GAO ; Yonghong LIU ; Xiaowei LUO
Chinese Journal of Natural Medicines (English Ed.) 2025;23(9):1143-1152
This study identified six novel azaphilones, isochromophilones G-L (1-6), and three novel biosynthetically related congeners (7-9) from Diaporthe sp. SCSIO 41011. The structures and absolute configurations were elucidated through comprehensive spectroscopic analyses combined with experimental and calculated electronic circular dichroism (ECD) spectra. Significantly, three highly oxygenated azaphilones contain an acetyl group at the terminal chain (4) or linear conjugated polyenoid moieties (5 and 6), which occur infrequently in the azaphilone family. Additionally, several compounds demonstrated inhibition of lipopolysaccharide (LPS)-induced nuclear factor kappa-B (NF-κB) activation in RAW 264.7 macrophages at 20 μmol·L-1. The novel compound (1) effectively inhibited receptor activator of NF-κB ligand (RANKL)-induced osteoclast differentiation without exhibiting cytotoxicity in bone marrow and RAW 264.7 macrophages, indicating its potential as a promising lead compound for osteolytic disease treatment. This research presents the first documented evidence of azaphilone derivatives as inhibitors of RANKL-induced osteoclastogenesis.
Animals
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Mice
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RANK Ligand/genetics*
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RAW 264.7 Cells
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Osteoclasts/metabolism*
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Benzopyrans/isolation & purification*
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Osteogenesis/drug effects*
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Macrophages/metabolism*
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Molecular Structure
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Pigments, Biological/isolation & purification*
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Ascomycota/chemistry*
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NF-kappa B/genetics*
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Cell Differentiation/drug effects*
9.Human amniotic mesenchymal stem cell exosomes repair radiation-induced submandibular gland damage in rats
Min ZHANG ; Nini ZHANG ; Guilin HUANG ; Zhuangzhuang LI ; Xue WANG ; Huike WANG
Chinese Journal of Tissue Engineering Research 2025;29(36):7804-7815
BACKGROUND:Radiotherapy for head and neck tumors can easily cause xerostomia,seriously affecting the quality of life of patients.In recent years,engineered stem cells and their paracrine factors have shown therapeutic potential in the repair of salivary gland injury.However,there is currently no experimental study on the application of amniotic mesenchymal stem cell-derived exosome in radiation-induced salivary gland injury.OBJECTIVE:To preliminarily explore the repair effect of exosome derived from human amniotic mesenchymal stem cells on radiation-induced submandibular gland injury.METHODS:H uman amniotic mesenchymal stem cell exosomes were extracted and identified by ultrafiltration and ultracentrifugation.SD rats were randomly divided into a control group,a radiation injury group,and a radiation injury+exosome group.An in vitro model of radiation-induced submandibular gland injury was constructed using the submandibular gland tissue of SD rats irradiated with 18 Gy of radiation.One day after radiation modeling,exosome derived from human amniotic mesenchymal stem cells was injected into the submandibular gland in situ.Samples are taken at 1,3,7,and 14 days to detect the resting salivary flow rate.The structure of the submandibular gland tissue was observed by hematoxylin-eosin staining.The expression of glycogen particles in the submandibular gland tissue was observed by Periodic Acid-Schiff staining.Fibrosis in the submandibular gland tissue was observed by Masson staining.The secretion of salivary amylase was detected by enzyme-linked immunosorbent assay.The expression of aquaporin and tight junction proteins in submandibular gland tissue was observed by immunofluorescence staining.Real-time fluorescence quantitative PCR was used to detect the relative expression levels of aquaporins and salivary amylase mRNA in submandibular gland tissue.TUNEL assay was used to detect the apoptosis rate of submandibular gland tissues in each group.RESULTS AND CONCLUSION:After radiomodeling,compared with the radiation injury group,(1)hematoxylin-eosin staining observed that the submandibular gland tissue structure in the radiation injury+exosome group was restored,the nucleoli increased,the number of acinus increased,and the acinar atrophy improved.(2)Glycogen staining observed that the number and density of positive zymogen granules in the acinar cytoplasm of the radiation injury+exosome group gradually increased.(3)Masson staining results observed that the number and density of positive collagen fibers in the interstitium and around the ducts in the radiation injury+exosome group gradually decreased,the degree of fibrosis decreased,and the collagen deposition decreased.(4)The salivary flow rate in the radiation injury+exosome group increased(P<0.05).The fluorescence intensity of aquaporin-5 was enhanced(P<0.05)and the gene expression was significantly enhanced(P<0.01).The fluorescence distribution of tight junction protein 4 was weakened and the fluorescence intensity decreased(P<0.05,P<0.01).The content of salivary amylase increased(P<0.05)and gene expression were significantly increased(P<0.01).The number of positive apoptotic cells decreased(P<0.05,P<0.01).It is indicated that local injection of exosome derived from human amniotic mesenchymal stem cells could improve the pathological morphology of submandibular gland tissue,promote saliva flow rate and amylase expression,and may play a functional repair role in radioactive submandibular gland injury by inhibiting acinar apoptosis.
10.The mediating effect of occupational well-being between professional identity and safety behavior among nurses
Xinyan JIANG ; Guowei CHEN ; Haili GUO ; Yuxiu YU ; Sumin LI ; Yuanxin CHEN ; Wei XIONG ; LI SUN ; Ling JIANG
China Occupational Medicine 2025;52(3):276-281
Objective To explore the mediating role of occupational well-being in the relationship between professional identity and safety behavior among nurses. Methods A total of 1 006 nurses from ten tertiary general hospitals in eight provincial administrative regions were selected as the research subjects using convenient sampling method. Their safety behavior, professional identity and occupational well-being were investigated using Nurse Safety Behavior Scale, Nurse Professional Identity Scale and Occupational Well-being Scale. Structural equation modeling was performed using AMOS 26.0 to examine the mediating effect of occupational well-being in the relationship between professional identity and safety behavior among nurses. Results The scores for safety behavior, professional identity, and occupational well-being were (53.0±6.1), (123.7±21.2) and (90.8±13.1), respectively. Safety behavior was positively correlated with both professional identity and occupational well-being (correlation coefficients were 0.50 and 0.50, respectively, both P<0.01). Professional identity was positively correlated with occupational well-being (correlation coefficient was 0.51, P<0.01). The multiple linear regression analysis results showed that the higher the professional identity and occupational well-being of nurses, the higher the level of safety behavior (both P<0.05). The result of mediating effect shows that the total effect of occupational identity on safety behavior was 0.498 [95% confidence interval (CI) was 0.405-0.576], and occupational well-being played a mediating role between professional identity and safety behavior among nurses with the mediation effect of 0.156 (95%CI was 0.112-0.205), accounting for 31.33% of the total effect. Conclusion The safety behavior of nurses is at a moderate level. Both professional identity and occupational well-being can affect the safety behavior of nurses. Professional identity can increase the safety behavior of nurses by affecting occupational well-being.

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