1.Research on the Internal Relationships in Undergraduates'Online Learning Competence Based on Structural Equation Modeling
Shurui LIU ; Haonan ZHANG ; Zhenting YANG ; Kunjie MA ; Zhenhui SUN ; Yingying ZOU ; Zhihong YANG
Journal of Kunming Medical University 2025;46(5):149-156
Objective To explore the interaction mechanisms among different dimensions of online learning competence in undergraduates,providing scientific evidence for optimizing software design and online education strategies.Methods A cross-sectional study was conducted with 347 undergraduates from Kunming Medical University via an online questionnaire in October 2024.Reliability testing and exploratory factor analysis were performed using SPSS 26.0,while structural equation modeling was constructed with Amos 24.0.Results Driving force directly and positively influenced regulatory force(β=0.778,P<0.001)and reciprocal force(β=0.302,P=0.003),but had no significant direct effect on adaptive force(β=0.131,P=0.182).Regulatory force and reciprocal force both exerted direct positive effects on adaptive force(β=0.262,P=0.022;β=0.410,P<0.001).The indirect effect of driving force on adaptive force accounted for 78.1%of the total effect(P=0.007),with regulatory force showing a significant mediating role(β=0.178,P=0.023),while reciprocal force alone did not(β=0.108,P=0.060).A chain mediating effect(driving force→regulatory force→reciprocal force→adaptive force)was confirmed(β=0.124,P=0.004).Conclusion Driving force serves as the core of online learning competence,and adaptive capacity is enhanced through regulatory and reciprocal forces.To promote knowledge internalization and adaptability,it is required to optimize feedback mechanisms and deepen interactive designs in online learning platforms.
2.Risk factor and prognosis of critically ill patients infected with Acinetobacter baumanni
Naobei YE ; Pan ZHANG ; Jian REN ; Hongxia WANG ; Xingyu QIN ; Haonan SUN ; Shuhan XU ; Ruiqin ZHANG
International Journal of Laboratory Medicine 2025;46(10):1173-1179,1184
Objective To analyze the risk factors of critically ill patients infected with Acinetobacter bau-mannii(AB)and carbapenem resistant Acinetobacter baumannii(CRAB).Methods From January 2022 to June 2023,the data of Intensive Care Unit(ICU)patients admitted to Second Hospital of Shanxi Medical Uni-versity in Shanxi Province were collected.According to whether they were infected with AB,the patients were divided into an observation group and a control group(98 cases each).The observation group was further di-vided into a carbapenem sensitive Acinetobacter baumannii(CSAB)group(72 cases)and a CRAB group(26 cases).Mann-Whitney U test,chi-square test and other univariate and multivariate binary Logistic regression were used to analyze the risk factors of AB and CRAB infection for critically ill patients.The prognosis was analyzed by Kaplan Meier survival analysis.Results Long stay in ICU,previous use of carbapenem drugs and high Acute Physiology and Health Evaluation(APACHE Ⅱ)score were independent risk factors for AB sus-ceptibility(P<0.05),while the independent risk factors for CRAB susceptibility were invasive ventilation and delayed surgery(P<0.01).In addition,CRAB infection,COVID-19 and shock was risk factors for death in critically ill patients,and invasive ventilation,indwelling drainage tube and operation could reduce the risk of death in critically ill patients(P<0.05).Conclusion ICU stay time,APACHE Ⅱ score,previous use of car-bapenem drugs and invasive ventilation increase the risk of AB and CRAB infection in critically ill patients.In-vasive ventilation,indwelling drainage and early surgery could reduce the risk of death from AB and CRAB in-fection in critically ill patients.
3.Multi-parameter synthetic sequences combined with microview diffusion weighted imaging in predicting the invasion of cavernous sinus by pituitary macroadenoma
Hedan LUO ; Yangyingqiu LIU ; Haonan ZHANG ; Na LIU ; Yukun ZHANG ; Chang YUAN ; Jiayi SUN ; Nan WANG ; Qingwei SONG ; Yanwei MIAO
Chinese Journal of Radiology 2025;59(1):70-76
Objective:To investigate the value of MULTI-parametric MR imaging with flexible design (MTP) combined with microview diffusion weighted imaging (DWI) in predicting pituitary tumor invasion of cavernous sinus.Methods:This was a cross-sectional study. The clinicopathological and imaging data of 59 patients with suspected pituitary tumor who were admitted to the First Affiliated Hospital of Dalian Medical University from December 2021 to August 2024 were prospectively analyzed. According to Knosp classification, patients with pituitary tumor were divided into non-invasive group (28 cases) and invasive group (31 cases). All patients underwent MTP and microview DWI sequence scanning, and the corresponding parameter values [T 1, R 2*, T 2* and apparent diffusion coefficient (ADC)] were measured on the MTP quantitative map and ADC map at the maximum diameter level of the pituitary tumor. Independent sample t test and Mann-Whitney U test were used to compare the clinical data, quantitative parameter values and proliferation index (Ki-67) between the non-invasive group and the invasive group. Quantitative parameter values with statistically significant differences were jointly included in logistic regression to construct the model. Receiver characteristic curve and area under the curve (AUC) were used to analyze single variables and logistic model in predicting the value invasion of pituitary tumor cavernous sinus invasion. Spearman correlation was used to analyze the correlation between the quantitative values and Ki-67 level. Results:There was no significant difference in age and gender between the non-invasive group and the invasive group ( P>0.05). T 1 and T 2* values in invasion group were higher than those in non-invasion group ( Z=4.42, P<0.001; Z=3.43, P<0.001), R 2* values and ADC values in the invasion group were lower than those in the non-invasion group, and the difference was statistically significant (t=4.07, P<0.001; Z=-3.07, P=0.002). The AUC values of T 1, R 2*, T 2*, ADC, logistic model 1(T 1+R 2*+ADC) and logistic model 2(T 1+T 2*+ADC) for predicting pituitary tumor cavernous sinus invasion were 0.835, 0.767, 0.760, 0.733, 0.926 and 0.925, respectively. Correlation analysis showed that the value of pituitary tumor T 1 was positively correlated with Ki-67 ( r=0.431, P=0.002). Conclusion:Quantitative parameters of MTP sequence and microview DWI sequence can quantitatively evaluate pituitary tumor invasion of cavernous sinus, and the combination of the two sequences can significantly improve the prediction efficiency.
4.A survey study on the influence of personality trait on depressive symptom and obesity in patients before bariatric and metabolic surgery
Haonan ZHOU ; Xiaomei CHEN ; Bingji MA ; Zhihong SU ; Yuanmin GAO ; Linli SUN
Chinese Journal of Digestive Surgery 2025;24(8):1053-1060
Objective:To conduct a survey on the influence of personality trait on depres-sive symptom and obesity in patients before bariatric and metabolic surgery.Methods:The retros-pective cross-sectional investigation study was conducted. Patients who underwent bariatric and metabolic surgery in The Third Xiangya Hospital of Central South University and The First Affiliated Hospital of Ji′nan University from January 1 to June 1,2024 were recruited. The survey was conducted in electronic format using the general information survey questionnaire, the patient health question-naire-9 (PHQ-9), and the Chinese big five personality inventory brief version (CBF-PI-B). Observa-tion indicators: (1) results of the questionnaire; (2) general data of patient; (3) personality trait scores for patient with different subtypes of obesity; (4) depression symptom scores for patient with different subtypes of obesity; (5) correlation analysis for patient personality trait, depressive symptom and body mass index (BMI). Comparison of measurement data with normal distribution between groups was conducted using the independent t test, and one-way analysis of variance was used for comparison among multiple groups. LSD test was used for pairwise comparison. Comparison of measurement data with skewed distribution among multiple groups was conducted using the Kruskal-Wallis H test, and Dunn Bonferroni test was used for pairwise comparison. The Spearman correlation analysis and Pearson correlation analysis were used for correlation analysis, and the mediation effect analysis was conducted using the Process 4.0 model and the Bootstrap test. Results:(1)Results of the questionnaire. A total of 146 questionnaires were distributed and collected, including 83 questionnaires from The Third Xiangya Hospital of Central South University and 63 questionnaires from The First Affiliated Hospital of Ji′nan University. Of 146 questionnaires, 137 questionnaires were valid, yielding an effective response rate of 93.836%(137/146). (2)General data of patient. Of the 137 patients who completed valid questionnaires, 52 were male with BMI of (41±5)kg/m 2, 85 were female with BMI of (38±6)kg/m 2, showing a significant difference between them ( t=2.586, P<0.05). There were 40 patients aged ≤25 years, with BMI of (42±5)kg/m 2, 28 patients aged 26-30 years, with BMI of (39±5)kg/m 2, 49 patients aged 31-40 years, with BMI of (38±6)kg/m 2, 14 patients aged 41-50 years, with BMI of (38±7)kg/m 2, 6 patients aged >50 years, with BMI of (37±3)kg/m 2. There were significant differences in BMI of patients of different age groups ( F=2.697, P<0.05). (3)Persona-lity trait scores for patient with different subtypes of obesity. Of the 137 patients who completed valid questionnaires, there were 15 patients of mild obesity, with personality trait neuroticism score of 19.0(14.0,24.0), personality trait strictness score of 32.5±5.2, personality trait extroversion score of 30.0(24.0,40.0), 36 patients of moderate obesity, with personality trait neuro-ticism score of 26.5(22.3,28.8), personality trait strictness score of 32.6±5.9, personality trait extro-version score of 34.0(26.3,39.0), 81 patients of severe obesity, with personality trait neuroticism score of 35.0(29.5,41.0), personality trait strictness score of 26.8±7.4, personality trait extroversion score of 28.0(20.5,35.0), 5 patients of extreme obesity, with personality trait neuroticism score of 28.0(26.5,44.0), personality trait strictness score of 19.6±3.4, personality trait extroversion score of 22.0(18.5,25.0). There were significant differences in personality trait neuroticism, strictness and extroversion among patients of different subtypes of obesity ( H=50.316, F=10.774, H=14.446, P<0.05). (4)Depression symptom scores for patient with different subtypes of obesity. Of the 137 pati-ents who completed valid questionnaires, the depressive symptom score were 4.0(2.0,9.0) for 15 pati-ents of mild obesity, 5.0(3.0,7.0) for 36 patients of moderate obesity, 13.0(8.5,17.0) for 81 patients of severe obesity, and 18.0(9.5,22.0) for 5 patients of extreme obesity, respectively, showing a significant difference among them ( H=50.129, P<0.05). (5) Correlation analysis for patient personality trait, depressive symptom and BMI. Results of Spearman correlation analysis showed that personality trait neuroticism were positively correlated with depressive symptoms and BMI ( r=0.780, 0.557, P<0.05), personality trait strictness was negatively correlated with depressive symptoms ( r=-0.523, P<0.05), personality trait extroversion were negatively correlated with depressive symptoms and BMI ( r=-0.448, -0.323, P<0.05), and depressive symptoms was positively correlated with BMI ( r=0.568, P<0.05). Results of Pearson correlation analysis showed that personality trait strictness was negatively correlated with BMI ( r=-0.489, P<0.05). Conclusion:Preoperative personality trait of patients undergoing bariatric and metabolic surgery can influence their depressive symptom and BMI.
5.The chain mediation of depression and emotional eating between self-control and weight loss outcomes in patients after sleeve gastrectomy
Bingji MA ; Haonan ZHOU ; Linli SUN
Chinese Journal of General Surgery 2025;34(7):1464-1472
Background and aims:Obesity is a major global health challenge,and laparoscopic sleeve gastrectomy(LSG)is a widely used bariatric procedure.However,weight loss outcomes vary considerably among patients.Psychological factors and eating behaviors are increasingly recognized as important determinants of postoperative success,yet the underlying mechanisms remain unclear.This study aimed to examine the relationship between self-control and 12-month postoperative weight loss(%EWL)after LSG,and to test the independent and chain mediating roles of depression and emotional eating.Methods:In a cross-sectional study,202 LSG patients from the Third Xiangya Hospital of Central South University completed the Brief Self-Control Scale(BSCS),Patient Health Questionnaire-9(PHQ-9),and the emotional eating subscale of the Dutch Eating Behavior Questionnaire(DEBQ).%EWL within 12 months after surgery was calculated.Pearson correlations were conducted,and mediation was tested using Process v4.0(model 6)with 5 000 bootstrap samples while controlling for sex and postoperative time.Results:Overall,BSCS,PHQ-9,DEBQ-EE,and%EWL averaged 21.76±4.15,5.54±3.91,30.72±11.25,and(60.94±31.61)%,respectively.Self-control correlated negatively with depression(r=-0.697)and emotional eating(r=-0.441)and positively with%EWL(r=0.566;all P<0.01).%EWL correlated negatively with depression(r=-0.467)and emotional eating(r=-0.348,P<0.01).Adjusted regression showed positive prediction of%EWL by self-control(β=0.291 9,P<0.01)and negative prediction by depression(β=-0.155 6,P<0.05)and emotional eating(β=-0.115 8,P<0.05).Mediation analysis showed that the indirect effect through the path"self-control → depression →%EWL"was 0.848 8(95%CI=0.178 7-1.573 0).The indirect effect through the path"self-control → emotional eating →%EWL"was 0.259 8(95%CI=0.033 4-0.564 3).The chain indirect effect through the path"self-control →depression → emotional eating →%EWL"was 0.131 7(95%CI=0.005 9-0.322 8);the total indirect effect accounted for 35.83%of the total effect.Conclusion:Higher self-control after LSG enhances weight loss both directly and indirectly by alleviating depression and emotional eating.Routine psychological screening and eating-behavior interventions are warranted to consolidate long-term benefits.
6.Summary of best evidence for prevention and management of enteral nutrition intolerance in postoperative patients with gastric cancer
Qiang ZHOU ; Xiaoshuang ZHANG ; Lin SUN ; Xi WANG ; Jiacheng WANG ; Li YUAN ; Haonan FANG
Chinese Journal of Modern Nursing 2025;31(23):3117-3125
Objective:To identify and synthesize the best available evidence for the prevention and management of enteral nutrition intolerance in postoperative patients with gastric cancer.Methods:Following the hierarchical structure of the "6S Evidence Resource Pyramid" model, evidence was systematically retrieved from evidence-based databases, clinical guidelines and professional societies' websites, and comprehensive literature databases. Studies related to the prevention and management of enteral nutrition intolerance in postoperative gastric cancer patients were screened. Two researchers, both trained in evidence-based nursing, independently conducted quality appraisal, evidence extraction, and integration. The search covered literature published from database inception to February 25, 2025.Results:A total of 23 studies were included, comprising 2 clinical guidelines, 1 evidence summary, 2 systematic reviews, 4 expert consensuses, 9 randomized controlled trials, 1 quasi-experimental study, 1 cohort study, 2 analytical cross-sectional studies, and 1 case-control study. Based on 6 key aspects (including preparation by Medical staff before surgery, postoperative patient assessment, formulation of feeding, rehabilitation exercises, traditional Chinese medicine interventions, and management of enteral nutrition intolerance), a total of 26 best evidence recommendations were summarized.Conclusions:The evidence summarized in this study provides an evidence-based foundation for clinical medical staff, contributing to the reduction of enteral nutrition intolerance in postoperative patients with gastric cancer.
7.A survey study on the influence of personality trait on depressive symptom and obesity in patients before bariatric and metabolic surgery
Haonan ZHOU ; Xiaomei CHEN ; Bingji MA ; Zhihong SU ; Yuanmin GAO ; Linli SUN
Chinese Journal of Digestive Surgery 2025;24(8):1053-1060
Objective:To conduct a survey on the influence of personality trait on depres-sive symptom and obesity in patients before bariatric and metabolic surgery.Methods:The retros-pective cross-sectional investigation study was conducted. Patients who underwent bariatric and metabolic surgery in The Third Xiangya Hospital of Central South University and The First Affiliated Hospital of Ji′nan University from January 1 to June 1,2024 were recruited. The survey was conducted in electronic format using the general information survey questionnaire, the patient health question-naire-9 (PHQ-9), and the Chinese big five personality inventory brief version (CBF-PI-B). Observa-tion indicators: (1) results of the questionnaire; (2) general data of patient; (3) personality trait scores for patient with different subtypes of obesity; (4) depression symptom scores for patient with different subtypes of obesity; (5) correlation analysis for patient personality trait, depressive symptom and body mass index (BMI). Comparison of measurement data with normal distribution between groups was conducted using the independent t test, and one-way analysis of variance was used for comparison among multiple groups. LSD test was used for pairwise comparison. Comparison of measurement data with skewed distribution among multiple groups was conducted using the Kruskal-Wallis H test, and Dunn Bonferroni test was used for pairwise comparison. The Spearman correlation analysis and Pearson correlation analysis were used for correlation analysis, and the mediation effect analysis was conducted using the Process 4.0 model and the Bootstrap test. Results:(1)Results of the questionnaire. A total of 146 questionnaires were distributed and collected, including 83 questionnaires from The Third Xiangya Hospital of Central South University and 63 questionnaires from The First Affiliated Hospital of Ji′nan University. Of 146 questionnaires, 137 questionnaires were valid, yielding an effective response rate of 93.836%(137/146). (2)General data of patient. Of the 137 patients who completed valid questionnaires, 52 were male with BMI of (41±5)kg/m 2, 85 were female with BMI of (38±6)kg/m 2, showing a significant difference between them ( t=2.586, P<0.05). There were 40 patients aged ≤25 years, with BMI of (42±5)kg/m 2, 28 patients aged 26-30 years, with BMI of (39±5)kg/m 2, 49 patients aged 31-40 years, with BMI of (38±6)kg/m 2, 14 patients aged 41-50 years, with BMI of (38±7)kg/m 2, 6 patients aged >50 years, with BMI of (37±3)kg/m 2. There were significant differences in BMI of patients of different age groups ( F=2.697, P<0.05). (3)Persona-lity trait scores for patient with different subtypes of obesity. Of the 137 patients who completed valid questionnaires, there were 15 patients of mild obesity, with personality trait neuroticism score of 19.0(14.0,24.0), personality trait strictness score of 32.5±5.2, personality trait extroversion score of 30.0(24.0,40.0), 36 patients of moderate obesity, with personality trait neuro-ticism score of 26.5(22.3,28.8), personality trait strictness score of 32.6±5.9, personality trait extro-version score of 34.0(26.3,39.0), 81 patients of severe obesity, with personality trait neuroticism score of 35.0(29.5,41.0), personality trait strictness score of 26.8±7.4, personality trait extroversion score of 28.0(20.5,35.0), 5 patients of extreme obesity, with personality trait neuroticism score of 28.0(26.5,44.0), personality trait strictness score of 19.6±3.4, personality trait extroversion score of 22.0(18.5,25.0). There were significant differences in personality trait neuroticism, strictness and extroversion among patients of different subtypes of obesity ( H=50.316, F=10.774, H=14.446, P<0.05). (4)Depression symptom scores for patient with different subtypes of obesity. Of the 137 pati-ents who completed valid questionnaires, the depressive symptom score were 4.0(2.0,9.0) for 15 pati-ents of mild obesity, 5.0(3.0,7.0) for 36 patients of moderate obesity, 13.0(8.5,17.0) for 81 patients of severe obesity, and 18.0(9.5,22.0) for 5 patients of extreme obesity, respectively, showing a significant difference among them ( H=50.129, P<0.05). (5) Correlation analysis for patient personality trait, depressive symptom and BMI. Results of Spearman correlation analysis showed that personality trait neuroticism were positively correlated with depressive symptoms and BMI ( r=0.780, 0.557, P<0.05), personality trait strictness was negatively correlated with depressive symptoms ( r=-0.523, P<0.05), personality trait extroversion were negatively correlated with depressive symptoms and BMI ( r=-0.448, -0.323, P<0.05), and depressive symptoms was positively correlated with BMI ( r=0.568, P<0.05). Results of Pearson correlation analysis showed that personality trait strictness was negatively correlated with BMI ( r=-0.489, P<0.05). Conclusion:Preoperative personality trait of patients undergoing bariatric and metabolic surgery can influence their depressive symptom and BMI.
8.The chain mediation of depression and emotional eating between self-control and weight loss outcomes in patients after sleeve gastrectomy
Bingji MA ; Haonan ZHOU ; Linli SUN
Chinese Journal of General Surgery 2025;34(7):1464-1472
Background and aims:Obesity is a major global health challenge,and laparoscopic sleeve gastrectomy(LSG)is a widely used bariatric procedure.However,weight loss outcomes vary considerably among patients.Psychological factors and eating behaviors are increasingly recognized as important determinants of postoperative success,yet the underlying mechanisms remain unclear.This study aimed to examine the relationship between self-control and 12-month postoperative weight loss(%EWL)after LSG,and to test the independent and chain mediating roles of depression and emotional eating.Methods:In a cross-sectional study,202 LSG patients from the Third Xiangya Hospital of Central South University completed the Brief Self-Control Scale(BSCS),Patient Health Questionnaire-9(PHQ-9),and the emotional eating subscale of the Dutch Eating Behavior Questionnaire(DEBQ).%EWL within 12 months after surgery was calculated.Pearson correlations were conducted,and mediation was tested using Process v4.0(model 6)with 5 000 bootstrap samples while controlling for sex and postoperative time.Results:Overall,BSCS,PHQ-9,DEBQ-EE,and%EWL averaged 21.76±4.15,5.54±3.91,30.72±11.25,and(60.94±31.61)%,respectively.Self-control correlated negatively with depression(r=-0.697)and emotional eating(r=-0.441)and positively with%EWL(r=0.566;all P<0.01).%EWL correlated negatively with depression(r=-0.467)and emotional eating(r=-0.348,P<0.01).Adjusted regression showed positive prediction of%EWL by self-control(β=0.291 9,P<0.01)and negative prediction by depression(β=-0.155 6,P<0.05)and emotional eating(β=-0.115 8,P<0.05).Mediation analysis showed that the indirect effect through the path"self-control → depression →%EWL"was 0.848 8(95%CI=0.178 7-1.573 0).The indirect effect through the path"self-control → emotional eating →%EWL"was 0.259 8(95%CI=0.033 4-0.564 3).The chain indirect effect through the path"self-control →depression → emotional eating →%EWL"was 0.131 7(95%CI=0.005 9-0.322 8);the total indirect effect accounted for 35.83%of the total effect.Conclusion:Higher self-control after LSG enhances weight loss both directly and indirectly by alleviating depression and emotional eating.Routine psychological screening and eating-behavior interventions are warranted to consolidate long-term benefits.
9.Summary of best evidence for prevention and management of enteral nutrition intolerance in postoperative patients with gastric cancer
Qiang ZHOU ; Xiaoshuang ZHANG ; Lin SUN ; Xi WANG ; Jiacheng WANG ; Li YUAN ; Haonan FANG
Chinese Journal of Modern Nursing 2025;31(23):3117-3125
Objective:To identify and synthesize the best available evidence for the prevention and management of enteral nutrition intolerance in postoperative patients with gastric cancer.Methods:Following the hierarchical structure of the "6S Evidence Resource Pyramid" model, evidence was systematically retrieved from evidence-based databases, clinical guidelines and professional societies' websites, and comprehensive literature databases. Studies related to the prevention and management of enteral nutrition intolerance in postoperative gastric cancer patients were screened. Two researchers, both trained in evidence-based nursing, independently conducted quality appraisal, evidence extraction, and integration. The search covered literature published from database inception to February 25, 2025.Results:A total of 23 studies were included, comprising 2 clinical guidelines, 1 evidence summary, 2 systematic reviews, 4 expert consensuses, 9 randomized controlled trials, 1 quasi-experimental study, 1 cohort study, 2 analytical cross-sectional studies, and 1 case-control study. Based on 6 key aspects (including preparation by Medical staff before surgery, postoperative patient assessment, formulation of feeding, rehabilitation exercises, traditional Chinese medicine interventions, and management of enteral nutrition intolerance), a total of 26 best evidence recommendations were summarized.Conclusions:The evidence summarized in this study provides an evidence-based foundation for clinical medical staff, contributing to the reduction of enteral nutrition intolerance in postoperative patients with gastric cancer.
10.Multi-parameter synthetic sequences combined with microview diffusion weighted imaging in predicting the invasion of cavernous sinus by pituitary macroadenoma
Hedan LUO ; Yangyingqiu LIU ; Haonan ZHANG ; Na LIU ; Yukun ZHANG ; Chang YUAN ; Jiayi SUN ; Nan WANG ; Qingwei SONG ; Yanwei MIAO
Chinese Journal of Radiology 2025;59(1):70-76
Objective:To investigate the value of MULTI-parametric MR imaging with flexible design (MTP) combined with microview diffusion weighted imaging (DWI) in predicting pituitary tumor invasion of cavernous sinus.Methods:This was a cross-sectional study. The clinicopathological and imaging data of 59 patients with suspected pituitary tumor who were admitted to the First Affiliated Hospital of Dalian Medical University from December 2021 to August 2024 were prospectively analyzed. According to Knosp classification, patients with pituitary tumor were divided into non-invasive group (28 cases) and invasive group (31 cases). All patients underwent MTP and microview DWI sequence scanning, and the corresponding parameter values [T 1, R 2*, T 2* and apparent diffusion coefficient (ADC)] were measured on the MTP quantitative map and ADC map at the maximum diameter level of the pituitary tumor. Independent sample t test and Mann-Whitney U test were used to compare the clinical data, quantitative parameter values and proliferation index (Ki-67) between the non-invasive group and the invasive group. Quantitative parameter values with statistically significant differences were jointly included in logistic regression to construct the model. Receiver characteristic curve and area under the curve (AUC) were used to analyze single variables and logistic model in predicting the value invasion of pituitary tumor cavernous sinus invasion. Spearman correlation was used to analyze the correlation between the quantitative values and Ki-67 level. Results:There was no significant difference in age and gender between the non-invasive group and the invasive group ( P>0.05). T 1 and T 2* values in invasion group were higher than those in non-invasion group ( Z=4.42, P<0.001; Z=3.43, P<0.001), R 2* values and ADC values in the invasion group were lower than those in the non-invasion group, and the difference was statistically significant (t=4.07, P<0.001; Z=-3.07, P=0.002). The AUC values of T 1, R 2*, T 2*, ADC, logistic model 1(T 1+R 2*+ADC) and logistic model 2(T 1+T 2*+ADC) for predicting pituitary tumor cavernous sinus invasion were 0.835, 0.767, 0.760, 0.733, 0.926 and 0.925, respectively. Correlation analysis showed that the value of pituitary tumor T 1 was positively correlated with Ki-67 ( r=0.431, P=0.002). Conclusion:Quantitative parameters of MTP sequence and microview DWI sequence can quantitatively evaluate pituitary tumor invasion of cavernous sinus, and the combination of the two sequences can significantly improve the prediction efficiency.

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