1.The predictive value of preoperative CALLY index for the short-term prognosis in patients undergoing radical gastrectomy
Zhengjie GAO ; Tao MENG ; Qiao ZHANG ; Binghe CHEN ; Dong HOU ; Shaohui ZHU
Tianjin Medical Journal 2025;53(9):967-971
Objective To explore the predictive value of the preoperative C-reactive protein-albumin-lymphocyte ratio(CALLY index)for short-term prognosis in patients undergoing radical gastrectomy.Methods The clinical data of 228 gastric cancer patients who underwent radical gastrectomy were retrospectively analyzed.Based on follow-up results,patients were divided into the good prognosis group(n=205)and the poor prognosis group(n=23).The differences in clinical characteristics and laboratory test results between the two groups were compared.Cox proportional hazards regression model was used to analyze the impact of CALLY index on poor prognosis in patients.The receiver operating characteristic(ROC)curve was used to determine the clinical value and optimal cutoff value of CALLY index in predicting poor prognosis of patients.Kaplan-Meier method was used to analyze the difference in disease-free survival(DFS)between patients with different CALLY index levels.Results After a follow-up of 3 to 53 months(median follow-up of 36 months),23 patients developed poor prognosis(including 3 deaths and 20 recurrences or metastases).Compared with the good prognosis group,tumors in the poor prognosis group were larger,the proportion of poorly differentiated tumors was higher and white blood cell count(WBC),neutrophil count(NEU),C-reactive protein(CRP)were higher,and lymphocyte(LYM),albumin(ALB),prealbumin,total cholesterol(TC)and CALLY indexl were lower.Multivariate Cox regression analysis showed that the elevated CALLY index(HR=0.306,95%CI:0.102-0.921,P=0.035)was an independent protective factor for poor prognosis,while larger tumors and poorly differentiated tumors were independent risk factors for poor prognosis.ROC curve analysis showed that the area under the curve for predicting poor prognosis in gastric cancer patients undergoing radical gastrectomy was 0.862(95%CI:0.810-0.904),with a sensitivity of 95.65%,specificity of 69.76%,and an optimal cutoff value of 2.21.Kaplan-Meier analysis showed that patients with a CALLY index>2.21 had a longer disease-free survival than those with a CALLY index≤2.21(mean DFS:48 months vs.42 months,Log-rank χ2=4.123,P=0.042).Conclusion The preoperative CALLY index is a simple,effective and easily accessible predictor for predicting short-term prognosis in patients undergoing radical gastrectomy.A high CALLY index indicates a better prognosis of patient.
2.Correlation between post-transplant post-traumatic stress symptoms and gray matter volume reduction after kidney transplantation:a voxel-based morphometry study
Xinyi WANG ; Xinyi ZHU ; Junya MU ; Yuanshuo OUYANG ; Yuchen WANG ; Chuxin GUAN ; Shaohui MA ; Ming ZHANG
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(5):860-864
Objective To investigate alteration in brain gray matter volume in kidney transplant recipients(KTRs)and its correlation with post-traumatic stress symptoms(PTSS)in KTRs so as to provide neuro-imaging evidence for early detection and intervention of PTSS in KTRs.Methods Forty-six KTRs and 46 age-,sex-,and education-matched heath control(HCs)underwent brain MRI scanning with 3D T1-weighted structural images.Voxel-based morphometry(VBM)was applied to compare the gray matter volume between the two groups.For regions with significant differences in gray matter volume between KTRs and HCs,we analyzed the correlations with the Impact of Event Scale-Revised(IES-R)scores,which assess the severity of PTSS.Results Compared to HCs,KTRs showed significant reductions in gray matter volume in the bilateral precentral gyrus,middle frontal gyrus,supplementary motor area,medial paracingulate gyrus,and bilateral middle temporal gyrus(all P<0.05,TFCE-FWE correction).The gray matter volume of the left middle frontal gyrus in KTRs was negatively correlated with their IES-R scores(r=-0.235,P=0.022).Conclusion KTRs exhibit abnormal gray matter volume,and the gray matter volume of the left middle frontal gyrus is correlated with the severity of PTSS.
3.Clinical characteristics of juvenile dermatomyositis in anti-nuclear matrix protein 2 antibody-positive patients and risk factors for severity: a national multicenter retrospective study
Huiyuan YANG ; Wanzhen GUAN ; Ling2 YANG ; Haimei LIU ; Xiaoqing3 LI ; Haiguo YU ; Meiping LU ; Jun YANG ; Xiaohui LIU ; Hongxia ZHANG ; Wei ZHANG ; Jihong XIAO ; Xiaozhong LI ; Guomin LI ; Hong CHANG ; Sheng HAO ; Yue DU ; Daliang XU ; Ling WU ; Wenjie ZHENG ; Li LIU ; Xinhui JIANG ; Shaohui ZHU ; Dongmei ZHAO ; Xuemei TANG ; Li SUN
Chinese Journal of Pediatrics 2025;63(12):1299-1305
Objective:To investigate the clinical characteristics and independent risk factors of severe disease in patients with anti-nuclear matrix protein (NXP) 2 antibody-positive juvenile dermatomyositis (JDM).Methods:A retrospective cohort study was conducted, including 219 anti-NXP2 antibody-positive JDM patients admitted to 23 children′s hospitals across China from July 2011 to July 2023. Patients were classified into severe and non-severe groups based on classification criteria for severe dermatomyositis. Demographic characteristics, clinical manifestations, and laboratory parameters were compared between the 2 groups using independent sample t-test, Mann-Whitney U test, or χ2 test. Univariate and multivariate Logistic regression analyses were performed to identify risk factors for severe disease. The receiver operating characteristic curve was employed to calculate optimal cut-off values. Results:Among the 219 patients, 108 were male and 111 were female, with an age at onset of 6.3 (3.5, 9.4) years. The severe group comprised 69 patients, and the non-severe group 150 patients. The severe group had significantly higher rates of fever, heliotrope rash, subcutaneous edema, periorbital edema, anti-Ro52 antibody positivity, as well as elevated levels of ferritin-to-albumin ratio (FAR), creatine kinase (CK), aspartate aminotransferase (AST), and lactate dehydrogenase (LDH) (all P<0.05). Multivariate analysis identified anti-Ro52 antibody positivity ( OR=13.26, 95% CI 1.37-128.29) and elevated FAR ( OR=1.90, 95% CI 1.09-2.31) as independent risk factors for severe anti-NXP2 antibody-positive JDM (both P<0.05). Receiver operating characteristic curve analysis revealed that a FAR cutoff value of 6.82 predicted severe disease with an area under the curve of 0.87 (95% CI 0.81-0.94, P<0.001), sensitivity of 0.85, and specificity of 0.70. All patients received glucocorticoid therapy, and the severe group received higher proportions of steroid pulse therapy, cyclophosphamide, mycophenolate mofetil, intravenous immunoglobulin, biologics, and adjuvant treatments compared to the non-severe group (all P<0.05). In terms of outcomes, 2 patients (2.9%) in the severe group died (due to neurological involvement and intestinal perforation, respectively), while the remaining patients achieved complete clinical response or remission. All patients in the non-severe group achieved remission. Conclusions:The primary clinical features of anti-NXP2 antibody-positive JDM included fever, heliotrope rash, subcutaneous edema, periorbital edema, anti-Ro52 antibody positivity, and elevated levels of CK, AST, LDH, and FAR. Furthermore, anti-Ro52 antibody positivity and a FAR>6.82 were identified as independent risk factors.
4.Correlation between post-transplant post-traumatic stress symptoms and gray matter volume reduction after kidney transplantation:a voxel-based morphometry study
Xinyi WANG ; Xinyi ZHU ; Junya MU ; Yuanshuo OUYANG ; Yuchen WANG ; Chuxin GUAN ; Shaohui MA ; Ming ZHANG
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(5):860-864
Objective To investigate alteration in brain gray matter volume in kidney transplant recipients(KTRs)and its correlation with post-traumatic stress symptoms(PTSS)in KTRs so as to provide neuro-imaging evidence for early detection and intervention of PTSS in KTRs.Methods Forty-six KTRs and 46 age-,sex-,and education-matched heath control(HCs)underwent brain MRI scanning with 3D T1-weighted structural images.Voxel-based morphometry(VBM)was applied to compare the gray matter volume between the two groups.For regions with significant differences in gray matter volume between KTRs and HCs,we analyzed the correlations with the Impact of Event Scale-Revised(IES-R)scores,which assess the severity of PTSS.Results Compared to HCs,KTRs showed significant reductions in gray matter volume in the bilateral precentral gyrus,middle frontal gyrus,supplementary motor area,medial paracingulate gyrus,and bilateral middle temporal gyrus(all P<0.05,TFCE-FWE correction).The gray matter volume of the left middle frontal gyrus in KTRs was negatively correlated with their IES-R scores(r=-0.235,P=0.022).Conclusion KTRs exhibit abnormal gray matter volume,and the gray matter volume of the left middle frontal gyrus is correlated with the severity of PTSS.
5.Correlation between quantitative airway parameters and disease severity of coal workers' pneumoconiosis based on HRCT
Jiaxin ZHOU ; Shaohui ZHAO ; Yifan WANG ; Jie XUAN ; Haiqin LU ; Li ZHU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2025;43(4):247-253
Objective:To observe the changes of small airway parameters in patients with coal workers' pneumoconiosis in different disease stages by high resolution computed tomography (HRCT) , and analyze the correlation between them and the severity of the disease.Methods:From June 2016 to June 2023, 25 healthy volunteers and 71 untreated patients with coal worker's pneumoconiosis in the Fifth People's Hospital of Ningxia were selected as the research objects. The clinical and imaging data of the patients were collected, and the disease stages were performed according to the dust exposure history and high-kilovolt chest X-ray. The patients were divided into 4 groups: control group (25 cases) , coal workers' pneumoconiosis stage Ⅰ group (17 cases) , coal workers' pneumoconiosis stage Ⅱ group (32 cases) and coal workers' pneumoconiosis stage Ⅲ group (22 cases) . Quantitative chest HRCT parameters of each group were collected, including the square root of wall area at 10 mm inner perimeter (AWT-Pi10, Pi10) , airway wall thickness, airway wall volume, airway wall area percentage of the whole lung and the 5th, 6th, 7th and 8th level airways, and low attenuation area percentage (LAA%) of the whole lung. Pulmonary function indicators were collected, including forced expiratory volume in 1 second (FEV 1) and the percentage of its projected value [FEV 1 (%pred) ], the ratio of FEV 1 to forced vital capacity (FEV 1/FVC) and the percentage of its projected value[FEV 1/FVC (%pred) ]. One-way ANOVA or Kruskal-Wallis H test and Spearman rank correlation were used to analyze the difference and correlation. Results:Compared with control group, FEV 1, FEV 1 (%pred) , FEV 1/FVC and FEV 1/FVC (%pred) in stage Ⅱ and Ⅲ coal workers' pneumoconiosis groups were lower ( P<0.05) . In addition, the FEV 1 and FEV 1 (%pred) of the stage Ⅲgroup were lower than those of the stageⅡ group ( P<0.05) , and the FEV 1/FVC and FEV 1/FVC (%pred) of the stage Ⅲgroup were lower than those of the stage Ⅰgroup ( P<0.05) . Compared with stage Ⅰ group, Pi10 in stage Ⅲ group were increased ( P < 0.05) at the 6th and 8th level airways, and airway wall thickness and airway wall volume in the 6th, 7th and 8th level airways of stage Ⅲgroup increased ( P<0.05) . Correlation analysis showed that all pulmonary function indexes were negatively correlated with Pi10 of whole lung and the 6th, 7th and 8th level airways ( P<0.05) , all pulmonary function indexes were negatively correlated with airway wall thickness of the 7th and 8th level airways ( P<0.05) , and FEV 1/FVC (%pred) was negatively correlated with airway wall volume of the 7th and 8th level airways ( P<0.05) . FEV 1, FEV 1 (%pred) , FEV 1/FVC (%pred) were negatively correlated with percentage of airway wall area of whole lung and the 6th, 7th and 8th level airways ( P<0.05) . Conclusion:The quantitative airway parameters of coal workers' pneumoconiosis based on HRCT are correlated with pulmonary function indexes, which can reflect the severity of coal workers' pneumoconiosis.
6.Clinical characteristics of juvenile dermatomyositis in anti-nuclear matrix protein 2 antibody-positive patients and risk factors for severity: a national multicenter retrospective study
Huiyuan YANG ; Wanzhen GUAN ; Ling2 YANG ; Haimei LIU ; Xiaoqing3 LI ; Haiguo YU ; Meiping LU ; Jun YANG ; Xiaohui LIU ; Hongxia ZHANG ; Wei ZHANG ; Jihong XIAO ; Xiaozhong LI ; Guomin LI ; Hong CHANG ; Sheng HAO ; Yue DU ; Daliang XU ; Ling WU ; Wenjie ZHENG ; Li LIU ; Xinhui JIANG ; Shaohui ZHU ; Dongmei ZHAO ; Xuemei TANG ; Li SUN
Chinese Journal of Pediatrics 2025;63(12):1299-1305
Objective:To investigate the clinical characteristics and independent risk factors of severe disease in patients with anti-nuclear matrix protein (NXP) 2 antibody-positive juvenile dermatomyositis (JDM).Methods:A retrospective cohort study was conducted, including 219 anti-NXP2 antibody-positive JDM patients admitted to 23 children′s hospitals across China from July 2011 to July 2023. Patients were classified into severe and non-severe groups based on classification criteria for severe dermatomyositis. Demographic characteristics, clinical manifestations, and laboratory parameters were compared between the 2 groups using independent sample t-test, Mann-Whitney U test, or χ2 test. Univariate and multivariate Logistic regression analyses were performed to identify risk factors for severe disease. The receiver operating characteristic curve was employed to calculate optimal cut-off values. Results:Among the 219 patients, 108 were male and 111 were female, with an age at onset of 6.3 (3.5, 9.4) years. The severe group comprised 69 patients, and the non-severe group 150 patients. The severe group had significantly higher rates of fever, heliotrope rash, subcutaneous edema, periorbital edema, anti-Ro52 antibody positivity, as well as elevated levels of ferritin-to-albumin ratio (FAR), creatine kinase (CK), aspartate aminotransferase (AST), and lactate dehydrogenase (LDH) (all P<0.05). Multivariate analysis identified anti-Ro52 antibody positivity ( OR=13.26, 95% CI 1.37-128.29) and elevated FAR ( OR=1.90, 95% CI 1.09-2.31) as independent risk factors for severe anti-NXP2 antibody-positive JDM (both P<0.05). Receiver operating characteristic curve analysis revealed that a FAR cutoff value of 6.82 predicted severe disease with an area under the curve of 0.87 (95% CI 0.81-0.94, P<0.001), sensitivity of 0.85, and specificity of 0.70. All patients received glucocorticoid therapy, and the severe group received higher proportions of steroid pulse therapy, cyclophosphamide, mycophenolate mofetil, intravenous immunoglobulin, biologics, and adjuvant treatments compared to the non-severe group (all P<0.05). In terms of outcomes, 2 patients (2.9%) in the severe group died (due to neurological involvement and intestinal perforation, respectively), while the remaining patients achieved complete clinical response or remission. All patients in the non-severe group achieved remission. Conclusions:The primary clinical features of anti-NXP2 antibody-positive JDM included fever, heliotrope rash, subcutaneous edema, periorbital edema, anti-Ro52 antibody positivity, and elevated levels of CK, AST, LDH, and FAR. Furthermore, anti-Ro52 antibody positivity and a FAR>6.82 were identified as independent risk factors.
7.The predictive value of preoperative CALLY index for the short-term prognosis in patients undergoing radical gastrectomy
Zhengjie GAO ; Tao MENG ; Qiao ZHANG ; Binghe CHEN ; Dong HOU ; Shaohui ZHU
Tianjin Medical Journal 2025;53(9):967-971
Objective To explore the predictive value of the preoperative C-reactive protein-albumin-lymphocyte ratio(CALLY index)for short-term prognosis in patients undergoing radical gastrectomy.Methods The clinical data of 228 gastric cancer patients who underwent radical gastrectomy were retrospectively analyzed.Based on follow-up results,patients were divided into the good prognosis group(n=205)and the poor prognosis group(n=23).The differences in clinical characteristics and laboratory test results between the two groups were compared.Cox proportional hazards regression model was used to analyze the impact of CALLY index on poor prognosis in patients.The receiver operating characteristic(ROC)curve was used to determine the clinical value and optimal cutoff value of CALLY index in predicting poor prognosis of patients.Kaplan-Meier method was used to analyze the difference in disease-free survival(DFS)between patients with different CALLY index levels.Results After a follow-up of 3 to 53 months(median follow-up of 36 months),23 patients developed poor prognosis(including 3 deaths and 20 recurrences or metastases).Compared with the good prognosis group,tumors in the poor prognosis group were larger,the proportion of poorly differentiated tumors was higher and white blood cell count(WBC),neutrophil count(NEU),C-reactive protein(CRP)were higher,and lymphocyte(LYM),albumin(ALB),prealbumin,total cholesterol(TC)and CALLY indexl were lower.Multivariate Cox regression analysis showed that the elevated CALLY index(HR=0.306,95%CI:0.102-0.921,P=0.035)was an independent protective factor for poor prognosis,while larger tumors and poorly differentiated tumors were independent risk factors for poor prognosis.ROC curve analysis showed that the area under the curve for predicting poor prognosis in gastric cancer patients undergoing radical gastrectomy was 0.862(95%CI:0.810-0.904),with a sensitivity of 95.65%,specificity of 69.76%,and an optimal cutoff value of 2.21.Kaplan-Meier analysis showed that patients with a CALLY index>2.21 had a longer disease-free survival than those with a CALLY index≤2.21(mean DFS:48 months vs.42 months,Log-rank χ2=4.123,P=0.042).Conclusion The preoperative CALLY index is a simple,effective and easily accessible predictor for predicting short-term prognosis in patients undergoing radical gastrectomy.A high CALLY index indicates a better prognosis of patient.
8.Correlation between quantitative airway parameters and disease severity of coal workers' pneumoconiosis based on HRCT
Jiaxin ZHOU ; Shaohui ZHAO ; Yifan WANG ; Jie XUAN ; Haiqin LU ; Li ZHU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2025;43(4):247-253
Objective:To observe the changes of small airway parameters in patients with coal workers' pneumoconiosis in different disease stages by high resolution computed tomography (HRCT) , and analyze the correlation between them and the severity of the disease.Methods:From June 2016 to June 2023, 25 healthy volunteers and 71 untreated patients with coal worker's pneumoconiosis in the Fifth People's Hospital of Ningxia were selected as the research objects. The clinical and imaging data of the patients were collected, and the disease stages were performed according to the dust exposure history and high-kilovolt chest X-ray. The patients were divided into 4 groups: control group (25 cases) , coal workers' pneumoconiosis stage Ⅰ group (17 cases) , coal workers' pneumoconiosis stage Ⅱ group (32 cases) and coal workers' pneumoconiosis stage Ⅲ group (22 cases) . Quantitative chest HRCT parameters of each group were collected, including the square root of wall area at 10 mm inner perimeter (AWT-Pi10, Pi10) , airway wall thickness, airway wall volume, airway wall area percentage of the whole lung and the 5th, 6th, 7th and 8th level airways, and low attenuation area percentage (LAA%) of the whole lung. Pulmonary function indicators were collected, including forced expiratory volume in 1 second (FEV 1) and the percentage of its projected value [FEV 1 (%pred) ], the ratio of FEV 1 to forced vital capacity (FEV 1/FVC) and the percentage of its projected value[FEV 1/FVC (%pred) ]. One-way ANOVA or Kruskal-Wallis H test and Spearman rank correlation were used to analyze the difference and correlation. Results:Compared with control group, FEV 1, FEV 1 (%pred) , FEV 1/FVC and FEV 1/FVC (%pred) in stage Ⅱ and Ⅲ coal workers' pneumoconiosis groups were lower ( P<0.05) . In addition, the FEV 1 and FEV 1 (%pred) of the stage Ⅲgroup were lower than those of the stageⅡ group ( P<0.05) , and the FEV 1/FVC and FEV 1/FVC (%pred) of the stage Ⅲgroup were lower than those of the stage Ⅰgroup ( P<0.05) . Compared with stage Ⅰ group, Pi10 in stage Ⅲ group were increased ( P < 0.05) at the 6th and 8th level airways, and airway wall thickness and airway wall volume in the 6th, 7th and 8th level airways of stage Ⅲgroup increased ( P<0.05) . Correlation analysis showed that all pulmonary function indexes were negatively correlated with Pi10 of whole lung and the 6th, 7th and 8th level airways ( P<0.05) , all pulmonary function indexes were negatively correlated with airway wall thickness of the 7th and 8th level airways ( P<0.05) , and FEV 1/FVC (%pred) was negatively correlated with airway wall volume of the 7th and 8th level airways ( P<0.05) . FEV 1, FEV 1 (%pred) , FEV 1/FVC (%pred) were negatively correlated with percentage of airway wall area of whole lung and the 6th, 7th and 8th level airways ( P<0.05) . Conclusion:The quantitative airway parameters of coal workers' pneumoconiosis based on HRCT are correlated with pulmonary function indexes, which can reflect the severity of coal workers' pneumoconiosis.
9.Application of narrative pharmacy in cardiovascular pharmacy clinic
Xiaochun YE ; Yan ZHANG ; Wei ZHU ; Siyuan GAO ; Shaohui ZHANG
China Pharmacy 2024;35(7):872-876
OBJECTIVE To explore the effects of narrative pharmacy management on medication compliance, negative emotions, and quality of life in patients with cardiovascular disease complicated with negative emotions. METHODS A total of 49 patients with drug use problems and negative emotions attending the cardiovascular pharmacy clinic of Wuhan First Hospital from February to August 2023 were selected as the study objects, narrative pharmacy model was applied for patient management during their visits; pharmaceutical care and emotional management were performed after 2 weeks of treatment and a follow-up visit was conducted to evaluate and record the management effect one month later. RESULTS Adopting a narrative pharmacy management model, 49 patients were involved in 114 drug related consultation questions. Compared with the visit, after one month of management, the number of medication types taken by patients significantly decreased [4.00 (2.00, 6.00) vs. 3.00 (1.50, 5.00), P<0.05], the incidence of adverse reactions significantly decreased (32.65% vs. 2.04%, P<0.001), the rate of blood pressure and lipid compliance significantly increased (30.61% vs. 95.92%, P<0.001), and the score of the patient’s medication compliance significantly improved ([ 3.94±2.44) vs. (6.78±2.07), P<0.01]. The depression score significantly decreased [3.00 (2.00, 4.50) vs. 2.00 (0.00, 3.00), P<0.001], the anxiety score significantly reduced [3.00 (2.00, 4.50) vs. 1.00 (0.00, 2.00), P<0.001], quality of life score was significantly improved [22.00 (19.00, 22.00) vs. 23.00 (23.00, 24.50), P<0.01]. In the satisfaction survey, there was a slight increase in the overall satisfaction proportion (91.84% vs. 97.96%, P>0.05). CONCLUSIONS The application of narrative pharmacy in cardiovascular pharmacy clinic can improve patient compliance, reduce adverse drug reactions, enhance the effectiveness of drug treatment, avoid drug interactions, effectively improve the anxiety and depression, and ultimately improve the quality of life.
10.A study of design of a process indicator for anesthesia induction and its feasibility in self-directed simulation-based teaching
Rigele TE ; Bo ZHU ; Xiuhua ZHANG ; Shaohui CHEN
Chinese Journal of Medical Education Research 2024;23(12):1625-1630
Objective:To investigate the design of a process indicator for anesthesia induction and its feasibility for a self-directed simulation-based teaching system, and to provide an efficient information technology-based teaching tool that enhances the quality of independent learning and training for anesthesiologists.Methods:Big data derived from electronic medical records were used for the design of the process indicator. Specifically, the design incorporated the coefficients of variations for three hemodynamic features, namely, systolic pressure, diastolic pressure, and heart rate after anesthesia induction. This approach aimed to characterize the quality of anesthesia management. A survey questionnaire was designed and administered to 23 anesthesiologists-in-charge or those with higher positions. These anesthesiologists evaluated the outcomes of anesthesia in 30 cases, thereby investigating the feasibility of the proposed indicators and potential future applications. Analysis of variance and correlation analysis were performed using SPSS 24.0 software, with a significance level set at α=0.05. Results:Based on the range of values for the process indicator of anesthesia induction, five groups were defined: stable, relatively stable, moderately stable, relatively unstable, and unstable. There were significant intergroup differences in the anesthesiologists' ratings, with an F value of 250.66 ( P<0.001), indicating that the integrated coefficient of variation (ICV) effectively discriminated stability levels between groups. The designed indicator showed a significant correlation with the average ratings of the anesthesiologists, with a Pearson correlation coefficient of 0.886 ( P<0.05). This further indicated the great consistency between the proposed indicator and anesthesiologists' judgments. Conclusions:The process indicator for anesthesia induction proposed in this study serves as a feasible measure for assessing the stability of anesthesia. It can be applied in a self-directed simulation-based teaching system, offering new insights and methods for promoting the training and learning of anesthesiologists.

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