1.Changes in vascular endothelial function parameters and their correlation with prognosis in patients with aSAH after intracranial aneurysm embolization
Fei QI ; Zhifeng BAI ; Jing WANG
International Journal of Surgery 2025;52(4):256-266
Objective:In order to explore the changes of vascular endothelial function parameters and their correlation with prognosis in patients with aneurysmal subarachnoid hemorrhage (aSAH) after intracranial aneurysm embolization.Methods:A retrospective cohort study was conducted to select 126 patients diagnosed with aSAH in the Department of Neurointerventional of Beijing Fengtai You′anmen Hospital from August 2021 to August 2023. There were 69 males and 57 females, with an age of (52.27±3.34) years, aged 45-62 years. The patients were grouped according to the glasgow prognostic score (GOS) at three months after the prognosis of intracranial aneurysm embolization, including 81 cases in the good prognosis group and 45 cases in the poor prognosis group. The main indexes were calcitonin gene-related peptide (CGRP), endothelin-1, vascular endothelial growth factor (VEGF), S100β, glial fibrillary acidic protein (GFAP), neuron-specific enolase (NSE), and the secondary indicators were the Hunt and Hess Scale (Hunt-Hess), the National Institutes of Health Stroke Scale (NIHSS), and the Glasgow coma scale (Glasgow), coma scale (GCS), Immunoglobulin A (IgA), Immunoglobulin M (IgM) and Immunoglobulin G (IgG). A generalized mixed-effect model was established to analyze the effect of vascular endothelial function on adverse prognosis, and ROC curve was used to analyze the impact of changes in vascular endothelial function on adverse prognosis. The restriction cubic spline model was used to analyze the dose-response relationship between the changes of postoperative endothelial function indexes and the poor prognosis of intracranial aneurysm embolization in aSAH patients. The Log-rank test was used for Kaplan-Meiker survival analysis. The mean ± standard deviation ( ± s) was used for the normally distributed continuous data, and the independent samples t-test was used for comparison between groups. The chi-square test was used for comparison of enumerated data between groups. Results:There were statistically significant levels of Hunt-Hess, NIHSS, GCS, cerebral vasospasm (CVS) and shunt dependence in the two groups ( P<0.05), and the CGRP of the two groups increased significantly after surgery, and after 2 weeks of treatment, the CGRP of the patients in the good prognosis group was (58.36±3.84) pg/mL, which was significantly higher than that in the poor prognosis group (49.36±4.55) pg/mL. After 2 weeks of treatment, endothelin-1 and VEGF in the good prognosis group were (62.74±27.46) pg/mL and (110.55±34.82) ng/mL, respectively, which were significantly lower than those in the poor prognosis group (92.64±28.44) pg/mL and (145.45±32.19) ng/mL, respectively, and the differences between the two groups were statistically significant ( P<0.05), The neurological indexes of the two groups were significantly decreased, and the S100β, GFAP and NSE in the good prognosis group were (6.75±2.73) ng/L, (6.85±1.54) mg/L and (8.24±4.51) ng/L after 2 weeks of treatment, which were significantly lower than those in the poor prognosis group (8.76±2.44) ng/L, (8.63±1.63) mg/L and (13.84±3.19) ng/L, respectively. There was a statistically significant difference between the two groups ( P<0.05).Before and after the correction factors, the vascular endothelial function indexes of aSAH patients at different time points were significantly correlated with their neurological function indicators. The 14-day change of vascular endothelial function index was significantly correlated with poor prognosis ( P<0.05). The results of subgroup analysis showed that vascular endothelial function indicators and poor prognosis were statistically significant in the range of Hunt-Hess≥2 points, NIHSS≥14 points, GCS≥11 points, CVS, shunt dependence, S100β<10.81 ng/L, GFAP≥9.93 mg/L, NSE≥29.00 ng/L, IgA<2.46 g/L, IgM≥1.70 g/L, and IgG<11.50 g/L ( P<0.05). The results of ROC curve showed that the area under the curve (AUC) of CGRP, endothelin-1 and VEGF were 0.869, 0.834 and 0.874, respectively. There was a nonlinear dose-response relationship between CGRP, endothelin-1 and VEGF and the poor prognosis of intracranial aneurysm embolization in aSAH patients. Conclusion:The vascular endothelial function of aSAH patients with aSAH can be improved after intracranial aneurysm embolization, and it is related to neurological function, and the better the endothelial function index, the higher the probability.
2.Study on the correlation between oxygenation index and monitored parameters of ventilator lung injury view
Yuanjuan TAO ; Yang LI ; Zhipeng LIU ; Zhifeng JI ; Zhigang CUI ; Chunhua YANG ; Dan QI
China Medical Equipment 2025;22(8):7-10
Objective:To explore the correlation between the oxygenation index and the monitored parameters of lung injury view in ventilator,so as to provide a basis for monitoring the change of oxygenation index by the parameters of lung injury view.Methods:A total of 28 patients who received mechanical ventilation treatment and admitted to respiratory department of the First Affiliated Hospital with Nanjing Medical University from May 14 to September 30,2024 were selected.The monitored parameters of lung injury views of them during mechanical ventilation treatment with invasive ventilators were collected,including platform pressure(Pplat),driving pressure(ΔP),mechanical energy(Emech),ratio of tidal volume to ideal body weight(TVe/IBW),etc..Then,the data of oxygenation index were obtained.Finally,135 valid data were screened out.The 84 pieces of data with oxygenation index≤300mmHg were included in low oxygen group,and 51 data with oxygenation index>300mmHg were included in normal group.The correlations between oxygenation index and Pplat,ΔP,Emech,TVe/IBW were conducted by pairwise analysis.Results:In the low oxygen group,the oxygenation index was[(196.302±74.522)mmHg]significantly negative correlation with Emech[(12.686±5.401)J/min](ρ=-0.425,P<0.05),but not was significant correlation with Pplat,ΔP,and TVe/IBW(P>0.05).In the normal group,there were not significant correlations between the oxygenation index and Pplat,ΔP,Emech and TVe/IBW(P>0.05).There was a significant negative correlation between Emech and rank of oxygenation index(β=-0.389,P<0.05)in the low oxygen group.Conclusion:The visualization function of the Emech of the monitored parameters in lung injury view of ventilator can provide help for monitoring the changes of oxygenation index of patients in the low oxygen group,and can improve the oxygenation of patients by optimizing mechanical energy.However,it is necessary to balance the contradiction between ventilation intensity and protection for lung.
3.Thirteen serum biochemical indexes and five whole blood coagulation indices in a point-of-care testing analyzer: ideal protocol for evaluating pulmonary and critical care medicine.
Mingtao LIU ; Li LIU ; Jiaxi CHEN ; Zhifeng HUANG ; Huiqing ZHU ; Shengxuan LIN ; Weitian QI ; Zhangkai J CHENG ; Ning LI ; Baoqing SUN
Journal of Zhejiang University. Science. B 2025;26(2):158-171
The accurate and timely detection of biochemical coagulation indicators is pivotal in pulmonary and critical care medicine. Despite their reliability, traditional laboratories often lag in terms of rapid diagnosis. Point-of-care testing (POCT) has emerged as a promising alternative, which is awaiting rigorous validation. We assessed 226 samples from patients at the First Affiliated Hospital of Guangzhou Medical University using a Beckman Coulter AU5821 and a PUSHKANG POCT Biochemistry Analyzer MS100. Furthermore, 350 samples were evaluated with a Stago coagulation analyzer STAR MAX and a PUSHKANG POCT Coagulation Analyzer MC100. Metrics included thirteen biochemical indexes, such as albumin, and five coagulation indices, such as prothrombin time. Comparisons were drawn against the PUSHKANG POCT analyzer. Bland-Altman plots (MS100: 0.8206‒0.9995; MC100: 0.8318‒0.9911) evinced significant consistency between methodologies. Spearman correlation pinpointed a potent linear association between conventional devices and the PUSHKANG POCT analyzer, further underscored by a robust correlation coefficient (MS100: 0.713‒0.949; MC100: 0.593‒0.950). The PUSHKANG POCT was validated as a dependable tool for serum and whole blood biochemical and coagulation diagnostics. This emphasizes its prospective clinical efficacy, offering clinicians a swift diagnostic tool and heralding a new era of enhanced patient care outcomes.
Humans
;
Point-of-Care Testing
;
Critical Care
;
Blood Coagulation Tests/methods*
;
Male
;
Blood Coagulation
;
Female
;
Middle Aged
;
Reproducibility of Results
;
Prothrombin Time
;
Aged
;
Adult
;
Point-of-Care Systems
4.Study on the correlation between oxygenation index and monitored parameters of ventilator lung injury view
Yuanjuan TAO ; Yang LI ; Zhipeng LIU ; Zhifeng JI ; Zhigang CUI ; Chunhua YANG ; Dan QI
China Medical Equipment 2025;22(8):7-10
Objective:To explore the correlation between the oxygenation index and the monitored parameters of lung injury view in ventilator,so as to provide a basis for monitoring the change of oxygenation index by the parameters of lung injury view.Methods:A total of 28 patients who received mechanical ventilation treatment and admitted to respiratory department of the First Affiliated Hospital with Nanjing Medical University from May 14 to September 30,2024 were selected.The monitored parameters of lung injury views of them during mechanical ventilation treatment with invasive ventilators were collected,including platform pressure(Pplat),driving pressure(ΔP),mechanical energy(Emech),ratio of tidal volume to ideal body weight(TVe/IBW),etc..Then,the data of oxygenation index were obtained.Finally,135 valid data were screened out.The 84 pieces of data with oxygenation index≤300mmHg were included in low oxygen group,and 51 data with oxygenation index>300mmHg were included in normal group.The correlations between oxygenation index and Pplat,ΔP,Emech,TVe/IBW were conducted by pairwise analysis.Results:In the low oxygen group,the oxygenation index was[(196.302±74.522)mmHg]significantly negative correlation with Emech[(12.686±5.401)J/min](ρ=-0.425,P<0.05),but not was significant correlation with Pplat,ΔP,and TVe/IBW(P>0.05).In the normal group,there were not significant correlations between the oxygenation index and Pplat,ΔP,Emech and TVe/IBW(P>0.05).There was a significant negative correlation between Emech and rank of oxygenation index(β=-0.389,P<0.05)in the low oxygen group.Conclusion:The visualization function of the Emech of the monitored parameters in lung injury view of ventilator can provide help for monitoring the changes of oxygenation index of patients in the low oxygen group,and can improve the oxygenation of patients by optimizing mechanical energy.However,it is necessary to balance the contradiction between ventilation intensity and protection for lung.
5.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.
6.Single-cell RNA sequencing and the pathogenesis of intervertebral disc degeneration
Haotian CHENG ; Xiaofeng ZHAO ; Xiangdong LU ; Yibo ZHAO ; Zhifeng FAN ; Detai QI ; Xiaonan WANG ; Runtian ZHOU ; Xinjie JIN ; Bin ZHAO
Chinese Journal of Tissue Engineering Research 2024;28(1):93-99
BACKGROUND:Intervertebral disc degeneration is clinically considered to be the main cause of low back pain,but due to the unclear pathogenesis of intervertebral disc degeneration,there is still a lack of effective means to delay the progression of the disease.Single-cell RNA sequencing technology can amplify and sequence mRNA at the single-cell level,reveal the gene expression intensity of a single cell,discover different cell subsets in tissues according to the heterogeneity of cells,study the pathogenesis of intervertebral disc degeneration at the molecular level,and provide a new theoretical basis for its early diagnosis and treatment. OBJECTIVE:To introduce the basic principles of single-cell RNA sequencing technology and review the research progress of single-cell RNA sequencing technology in intervertebral disc degeneration in recent years. METHODS:A computer was used to search PubMed,Web of Science,CNKI and WanFang databases for the literature published from 2012 to 2022.Key words were"single-cell RNA sequencing,intervertebral disc degeneration,sequencing Technology"in Chinese and English.Duplicate,poor-quality and irrelevant articles were excluded;a total of 70 articles were eventually included. RESULTS AND CONCLUSION:(1)We identified new cell subsets such as homeostatic chondrocytes,hypertrophy chondrocyte-like nucleus pulposus cells and fibrous nucleus pulposus cells,identified the marker genes and transcription factors of these cell subsets,and described the functions,differentiation paths and cell fate of these cell subsets during the development and progression of intervertebral disc degeneration,and proposed the concept of progenitor nucleus pulposus cells.A cell subpopulation with progenitor nucleus pulposus cells properties was identified and its effectiveness in treating intervertebral disc degeneration was verified in mice.(2)Fibro chondrocyte-like annulus fibrosus cells and annulus fibrosus stem cells with both cartilage and fiber properties were identified,and a new type of composite hydrogel was prepared by combining fibrous cartilage inducers silk fibroin and hyaluronic acid in vitro.Experiments in mice demonstrated that this hydrogel could repair both annulus fibrosus tissue and cartilage matrix,and was remarkably effective in the treatment of intervertebral disc degeneration.(3)Regulatory chondrocytes were found in endplate cartilage.Two distinct fates in the progression of intervertebral disc degeneration were analyzed and the differential genes in the two fates were identified.Intercellular communication analysis indicated that regulatory chondrocytes interact with endothelial cells to promote angiogenesis.(4)Immune cells such as macrophages,T cells,myeloid progenitor cells and neutrophils were identified in the degenerated intervertebral disc tissues,demonstrating the existence of immune response during intervertebral disc degeneration.It was found that apolipoprotein induced the polarization of macrophages M1 and M2 subtypes,and this polarization process affected the activity of progenitor nucleus pulposus cells by amplifying the inflammatory response through the MIF signaling pathway.
7.A study on quantification assessment of segmental volume after thigh liposuction with three-dimensional scanning technology
Yifei LI ; Zhifeng LI ; Yunpeng GU ; Yicheng LIU ; Qianwen LYU ; Jingjing SUN ; Yue QI ; Guie MA
Chinese Journal of Plastic Surgery 2024;40(6):597-604
Objective:To investigate the quantification assessment of segmental volume after thigh liposuction utilizing three-dimensional(3D) scanning technology.Methods:This retrospective study was performed with the analysis of 3D scanning images of patients who had undergone bilateral thigh liposuction in Body Contouring & Fat Grafting Center, Plastic Surgery Hospital, Chinese Academy of Medical Sciences from January 2018 to September 2022. Preoperative and postoperative 3D scanning were performed to build visual 3D models of bilateral thighs. From top to the bottom, bilateral thighs were segmented into seven sections with a space of 5 cm in acquired 3D model. Certain measurements and calculation of preoperative and postoperative volume and volume change rate of the overall thigh and each segment were conducted, to validate the efficiency of liposuction (EOL). Additionally, EOL of each thigh segment was computed and the symmetry of bilateral thighs was analyzed before and after surgery. The volume differences were computed using the paired Wilcoxon rank-sum test, and intraclass correlation coefficient (ICC) was exerted to assess the symmetry of bilateral thighs before and after surgery.Results:A total of 36 female patients were included in the study, with an age range of 18 to 49 years and a mean age of (28.6±7.6) years. Follow-up duration ranged from 23 to 1 133 days postoperatively, with a mean follow-up period of 274.7 days. The results of 3D scanning measurements indicated significant changes ( P<0.01) in both the overall volume of the thigh and the volumes of each segment before and after surgery. The highest volume change rate and EOL were observed in the uppermost segment, and the volumetric change rate and EOL exhibited a descending trend across the segments of the thigh from the uppermost to the lowermost segments. The ICC of the volume of each segment consistently surpassed 0.950 whether preoperatively or postoperatively, indicating a high level of symmetry between the bilateral thighs, and the ICC of overall volume showed a notable increase from 0.992 preoperatively to 0.997 postoperatively. Conclusion:3D scanning technology can be exerted to quantify the volume changes before and after thigh liposuction. This study provided quantitative and objective evidence to confirm the efficacy of thigh liposuction procedure, elucidating that the most significant liposuction effects observed in the uppermost segment of the thigh. Moreover, postoperative assessments reveal a further enhancement in bilateral thigh symmetry.
8.A study on quantification assessment of segmental volume after thigh liposuction with three-dimensional scanning technology
Yifei LI ; Zhifeng LI ; Yunpeng GU ; Yicheng LIU ; Qianwen LYU ; Jingjing SUN ; Yue QI ; Guie MA
Chinese Journal of Plastic Surgery 2024;40(6):597-604
Objective:To investigate the quantification assessment of segmental volume after thigh liposuction utilizing three-dimensional(3D) scanning technology.Methods:This retrospective study was performed with the analysis of 3D scanning images of patients who had undergone bilateral thigh liposuction in Body Contouring & Fat Grafting Center, Plastic Surgery Hospital, Chinese Academy of Medical Sciences from January 2018 to September 2022. Preoperative and postoperative 3D scanning were performed to build visual 3D models of bilateral thighs. From top to the bottom, bilateral thighs were segmented into seven sections with a space of 5 cm in acquired 3D model. Certain measurements and calculation of preoperative and postoperative volume and volume change rate of the overall thigh and each segment were conducted, to validate the efficiency of liposuction (EOL). Additionally, EOL of each thigh segment was computed and the symmetry of bilateral thighs was analyzed before and after surgery. The volume differences were computed using the paired Wilcoxon rank-sum test, and intraclass correlation coefficient (ICC) was exerted to assess the symmetry of bilateral thighs before and after surgery.Results:A total of 36 female patients were included in the study, with an age range of 18 to 49 years and a mean age of (28.6±7.6) years. Follow-up duration ranged from 23 to 1 133 days postoperatively, with a mean follow-up period of 274.7 days. The results of 3D scanning measurements indicated significant changes ( P<0.01) in both the overall volume of the thigh and the volumes of each segment before and after surgery. The highest volume change rate and EOL were observed in the uppermost segment, and the volumetric change rate and EOL exhibited a descending trend across the segments of the thigh from the uppermost to the lowermost segments. The ICC of the volume of each segment consistently surpassed 0.950 whether preoperatively or postoperatively, indicating a high level of symmetry between the bilateral thighs, and the ICC of overall volume showed a notable increase from 0.992 preoperatively to 0.997 postoperatively. Conclusion:3D scanning technology can be exerted to quantify the volume changes before and after thigh liposuction. This study provided quantitative and objective evidence to confirm the efficacy of thigh liposuction procedure, elucidating that the most significant liposuction effects observed in the uppermost segment of the thigh. Moreover, postoperative assessments reveal a further enhancement in bilateral thigh symmetry.
9.Study on the relationship between supervisors' guidance and the personal ability of postgraduates in the Professional Master's Program in Clinical Medicine: role of learning engagement and learning burnout
Quanrong ZHU ; Mengquan LIU ; Jinzhong JIA ; Rui ZHU ; Qi YAN ; Mingyue WEN ; Huangtao LIN ; Peiyao SHI ; Zhifeng WANG
Chinese Journal of Medical Education Research 2024;23(9):1161-1168
Objective:To analyze the role of learning engagement and learning burnout in the relationship between supervisors' guidance and the personal ability of postgraduates in the Professional Master's Program in Clinical Medicine.Methods:A total of 4 016 postgraduates in the Professional Master's Program in Clinical Medicine from 61 colleges were surveyed in 2020. Common method bias was assessed using the Harman's single factor test and total score was determined by the entropy weight method. Causality and mediation effect were analyzed by linear regression, and mediation effect was tested by Bootstrapping.Results:The average scores of supervisors' guidance, learning burnout, learning engagement and personal ability were (4.13±0.87), (2.49±1.11), (3.88±0.83), and (3.71±0.78), respectively. Supervisors' guidance significantly and positively impacted learning engagement ( β=0.689, P<0.001) and personal ability ( β=0.504, P<0.001). Learning engagement played a partial mediating role (89.30% of mediation effect) between supervisors' guidance and personal ability. Learning burnout (interaction term β=0.078, P<0.001) positively regulated the relationship between supervisors' guidance and learning engagement. Conclusions:Learning engagement can mediate the effect of supervisors' guidance on the personal ability of postgraduates in the Professional Master's Program in Clinical Medicine, and learning burnout positively regulates the effect of supervisors' guidance on learning engagement. Strengthened supervisors' guidance, increased attention to students' learning burnout, and enhanced learning engagement can further improve the personal abilities of postgraduates in the Professional Master's Program in Clinical Medicine.
10.The "burnout-engagement continuum" status of postgraduate supervisors of the Professional Master's Program in Clinical Medicine
Quanrong ZHU ; Junren WANG ; Jinzhong JIA ; Mengquan LIU ; Qi YAN ; Rui ZHU ; Mingyue WEN ; Huangtao LIN ; Zhifeng WANG
Chinese Journal of Medical Education Research 2024;23(9):1169-1175
Objective:To investigate the "burnout-engagement continuum" status of postgraduate supervisors of the Professional Master's Program in Clinical Medicine and to identify key populations.Methods:From October to November 2023, an anonymous online questionnaire survey was conducted to determine the "burnout-engagement continuum" status of postgraduate supervisors of the Professional Master's Program in Clinical Medicine. The scores of different dimensions of job burnout are expressed as mean±standard deviation, and the distribution of supervisors of different status is presented in frequency and percentage. All data analyses were performed in R 4.3.1. Distribution of the five profiles among supervisors of different status was compared using the chi-square test and compared pairwise using the Bonferroni method.Results:A total of 2 664 valid questionnaires were collected. The scores of emotional exhaustion, cynicism and personal accomplishment were(2.46±0.95),(1.74±0.89), and(4.23±0.90), respectively. The prevalence of job engagement, inefficacy, overexertion, disengagement, and burnout among the supervisors were 42.76%(1 139/2 664), 43.54%(1 160/2 664), 33.03%(880/2 664), 14.71%(392/2 664), and 13.66%(364/2 664), respectively. In terms of demographics, the distribution of the "burnout-engagement continuum" was significantly different by age, sex, marital status, and highest education level( P<0.05). In terms of work-related characteristics, the distribution of the "burnout-engagement continuum" was significantly different by income, professional title, administrative position, and working hours on weekdays and holidays( P<0.05). The distribution of engagement, inefficacy, and overexertion was significantly different between the eastern and western regions( P<0.05). Conclusions:There is a high percentage of individuals with burnout among postgraduate supervisors of the Professional Master's Program in Clinical Medicine, and inefficacy is a common negative state. Supervisors who work in the western regions, are under 45 years of age, are male, are married, have a doctorate degree, hold associate senior professional title, have lower relative income, are not holding administrative duties, and work more than 10 hours on workdays and more than 4 hours on holidays are key populations that require increased attention. The psychological state of supervisors can be improved by providing them with more resources, work benefits, and incentives.

Result Analysis
Print
Save
E-mail