1.Risk factors for aggravation of type 2 diabetic foot ulcer and features of bacterial infection
Keqiang MEI ; Zehui LIU ; Rong ZHU ; Lijuan MA ; Rui HAN
Journal of Chongqing Medical University 2025;50(6):770-777
Objective:To investigate the risk factors for aggravation of type 2 diabetic foot ulcer and the correlation between the level of infection and the severity of the disease,as well as the association of the detection rate of bacteria and the types of bacteria with disease severity in patients with type 2 diabetic foot ulcer,and to provide individualized guidance for the prevention,diagnosis,and treatment of type 2 diabetic foot.Methods:A retrospective analysis was performed for the data of 150 patients with type 2 diabetic foot who were treated in Department of Endocrinology,The First Affiliated Hospital of Kunming Medical University,from October 2021 to June 2023,and according to the Wagner grade of diabetic foot,these patients were divided into mild group A(35 patients with Wagner grade 2),moderate group B(58 patients with Wagner grade 3),and severe group C(57 patients with Wagner grade 4).The clinical data of the three groups were analyzed.Results:The severity of type 2 diabetic foot ulcer was correlated with white blood cell count,neutrophil count,platelet count,monocyte count,globulin,alkaline phosphatase,neutrophil-lymphocyte ratio,monocyte-lymphocyte ratio,platelet-lymphocyte ratio,high-sensitivity C-reactive protein,procalcitonin,interleukin-6,erythrocyte sedimentation rate,hemoglo-bin,albumin/globulin ratio,lymphocyte count,cholinesterase,albumin,fasting blood glucose,gamma-glutamyl transferase,glycated he-moglobin,blood uric acid,high-density lipoprotein cholesterol,total cholesterol,triglycerides,and low-density lipoprotein cholesterol(P<0.05).The multivariate ordinal logistic regression analysis showed that the neutrophil-lymphocyte ratio and erythrocyte sedi-mentation rate were independent risk factors for the progression of Wagner grade of diabetic foot(P<0.05).For groups A,B,and C,the detection rate of bacteria in foot ulcer secretion tended to increase with the severity of diabetic foot,with the highest detection rate in group C,followed by groups B and A.A total of 31 types of bacteria were detected in the three groups,and the proportion of Gram-positive bacteria was higher than that of Gram-negative bacteria,with Staphylococcus aureus accounting for the highest proportion of 27.72%in all samples.Conclusion:High-sensitivity C-reactive pro-tein,procalcitonin,interleukin-6,and erythrocyte sedimentation rate increase with the progression of the Wagner grade of diabetic foot,and neutrophil-lymphocyte ratio and erythrocyte sedimentation rate are independent risk factors for the progression of the Wagner grade of diabetic foot.The detection rate of bacteria in foot ulcer secretion tends to increase with the Wagner grade of diabetic foot,and Gram-positive bacteria account for a higher proportion than Gram-negative bacteria,with Staphylococcus aureus accounting for the highest proportion.
2.Efficacy of 3D-nnU-Net model of CT virtual monoenergetic images,non-linear blending images and mixed-energy images for automatically segmenting advanced gastric cancer
Bowen LIU ; Xiaoxiao WANG ; Chao LU ; Zhixuan WANG ; Jiulou ZHANG ; Zehui WANG ; Siyuan LU ; Xiaoyue JIANG ; Mingyao QI ; Donggang PAN ; Xiuhong SHAN
Chinese Journal of Medical Imaging Technology 2025;41(5):753-758
Objective To compare the segmenting efficacy of automatic segmentation models for advanced gastric cancer(AGC)on CT virtual monoenergetic images(VMI),non-linear blending images(NLBI)and mixed-energy images(MEI)based on 3D-nnU-Net.Methods Totally 216 cases of AGC were retrospectively enrolled,among them 185 cases were used to construct,train and validate models and divided into training set(n=154)and test set(n=31)at the ratio of 5∶1,while the other 31 cases were used as validation set to evaluate the generalization of the models.The 70 keV energy level VMI(VMI70 keV),NLBI and MEI were reconstructed with whole-abdominal dual-energy mode venous CT,and automatic segmentation models of AGC,including VMI70 keV,NLBI and MEI models were constructed using 3D-nnU-Net,respectively.Taken manually segmented results as golden standards,the efficacy of each model for segmenting all lesions and T2 stage lesions in test set and validation set were evaluated using Dice similarity coefficient(DSC),intersection over union(IoU)and average symmetric surface distance(ASSD).Results For all lesions in test and validation sets,DSC of 3 models were all>0.80.DSC and IoU of VMI70 keV and NLBI models were both higher,while their ASSD was lower than those of MEI model(all P<0.05).For T2 stage AGC in both test set and validation set(each n=5),DSC of MEI model was lower than that of VMI70 keV and NLBI models(both P<0.05),while IoU of MEI model was lower than that of VMI70 keV model(P<0.05),and its ASSD was higher than that of NLBI model(P<0.05).Conclusion All 3D-nnU-Net-based VMI70 keV,NLBI and MEI models could effectively segment AGC on dual-energy CT images,and the segmentation efficacy of the former two were better.
3.Efficacy of 3D-nnU-Net model of CT virtual monoenergetic images,non-linear blending images and mixed-energy images for automatically segmenting advanced gastric cancer
Bowen LIU ; Xiaoxiao WANG ; Chao LU ; Zhixuan WANG ; Jiulou ZHANG ; Zehui WANG ; Siyuan LU ; Xiaoyue JIANG ; Mingyao QI ; Donggang PAN ; Xiuhong SHAN
Chinese Journal of Medical Imaging Technology 2025;41(5):753-758
Objective To compare the segmenting efficacy of automatic segmentation models for advanced gastric cancer(AGC)on CT virtual monoenergetic images(VMI),non-linear blending images(NLBI)and mixed-energy images(MEI)based on 3D-nnU-Net.Methods Totally 216 cases of AGC were retrospectively enrolled,among them 185 cases were used to construct,train and validate models and divided into training set(n=154)and test set(n=31)at the ratio of 5∶1,while the other 31 cases were used as validation set to evaluate the generalization of the models.The 70 keV energy level VMI(VMI70 keV),NLBI and MEI were reconstructed with whole-abdominal dual-energy mode venous CT,and automatic segmentation models of AGC,including VMI70 keV,NLBI and MEI models were constructed using 3D-nnU-Net,respectively.Taken manually segmented results as golden standards,the efficacy of each model for segmenting all lesions and T2 stage lesions in test set and validation set were evaluated using Dice similarity coefficient(DSC),intersection over union(IoU)and average symmetric surface distance(ASSD).Results For all lesions in test and validation sets,DSC of 3 models were all>0.80.DSC and IoU of VMI70 keV and NLBI models were both higher,while their ASSD was lower than those of MEI model(all P<0.05).For T2 stage AGC in both test set and validation set(each n=5),DSC of MEI model was lower than that of VMI70 keV and NLBI models(both P<0.05),while IoU of MEI model was lower than that of VMI70 keV model(P<0.05),and its ASSD was higher than that of NLBI model(P<0.05).Conclusion All 3D-nnU-Net-based VMI70 keV,NLBI and MEI models could effectively segment AGC on dual-energy CT images,and the segmentation efficacy of the former two were better.
4.Mediating role of health education competency in the relationship between supportive communication and general self-efficacy among medical undergraduates
Hui YIN ; Wenxuan LI ; Ying ZHANG ; Yuchun TAO ; Zehui LI ; Wei LIU ; Zuoming ZHANG ; Limin WANG ; Depin CAO
Chinese Journal of Medical Education Research 2024;23(3):347-352
Objective:To explore the factors influencing the supportive communication ability of medical undergraduates, and to propose strategies to improve supportive communication.Methods:By cluster sampling, we selected 388 medical undergraduates of grades 2017 and 2018 from Harbin Medical University for a questionnaire survey on supportive communication, general self-efficacy, and health education abilities. SPSS 22.0 was used for descriptive statistical analysis. AMOS 22.0 was used to construct a structural equation model to verify the relationship between the three variables. Mediating effects were also tested.Results:The students showed good supportive communication ability, with a total score of (74.28±10.84) points. The general self-efficacy score was (27.81±5.58) points, and the total score of health education ability was (25.50±4.76) points. General self-efficacy had direct positive effects on supportive communication and health education abilities ( β=0.75, 0.31, both P<0.001). Health education ability had a direct positive effect on supportive communication ability ( β=0.14, P<0.001). Health education ability played a significant mediating role in the influence of general self-efficacy on supportive communication ability (standardized mediating effect value=0.042, P<0.01), with the mediating effect accounting for 5.1%. Conclusions:The health education competency of medical undergraduates can mediate the effect of general self-efficacy on supportive communication ability. By strengthening medical humanities education to increase general self-efficacy and also emphasizing the cultivation of health education competency, the supportive communication ability of students can be improved.
5.Staged and segmented two hybrid surgeries for total repair of Debakey type Ⅰ aortic dissection: a series of 10 cases
Debin LIU ; Hong WANG ; Yanzhen WANG ; Cheng YU ; Shengxiong LIN ; Shiqun WU ; Zehui CAO ; Qiliang ZHANG
Chinese Journal of Surgery 2024;62(5):424-431
Objective:To examine the efficacy and experience of staged and segmented two hybrid surgeries for total repair of Debakey type Ⅰ aortic dissection (TIAD).Methods:This study was a retrospective case series. The clinic data of 10 patients with acute TIAD who were admitted to the Department of Cardiac Surgery, Second Hospital of Lanzhou University or the First People′s Hospital of Lanzhou, between January 2016 and August 2022, were retrospectively studied. Ten patients underwent hybrid surgeries in two hospitalizations (stages), including 7 males and 3 females with an age of (60±7) years (range: 49 to 71 years). In stage 1, the first type Ⅱ hybrid arch repair was performed to treat the ascending, total arch, and descending thoracic aorta for acute TIAD without circulatory arrest. In stage 2, the second hybrid surgery including infrarenal abdominal aorta replacement, visceral arteries bypass and endovascular thoracoabdominal aortic repair was performed to treat residual thoracoabdominal aortic dissection after the first hybrid operation (segmented). Basic data, preoperative concomitant diseases, high-risk factors, surgical approaches and postoperative complications of all important organs, as well as CT imaging were analyzed.Results:There was no death in the 20 hybrid surgical procedures. In stage 1 type Ⅱ hybrid surgery, 4 cases underwent reconstruction of the aortic sinutubular junction, while Bentall and David surgery was performed for 3 cases, respectively. A patient received coronary artery bypass grafting. Then all patients were sequentially treated with arch debranching and thoracic aortic endovascular repair. Postoperative complications included renal insufficiency (4/10), hemofiltration (1/10), hypoxemia (4/10), neurologic event (1/10) and type Ⅱ endoleak (1/10). Complete false lumen thrombosis occurred in 9/10 of the patients. All complications recovered successfully at discharge and the average hospital stay was (21±4) days (range: 16 to 28 days) in the first hospitalization. At stage 2, the second hybrid surgery was successfully performed in all patients. No paraplegia, hepatic or renal insufficiency, or endoleak occurred. However, branch graft embolism of the left renal artery was found in one patient 3 days after laparotomy, as well as of superior mesenteric artery in another. Superior mesenteric artery occlusion was successfully treated by endovascular recanalization. Complete false lumen thrombosis occurred in all patients. Although all patients had different degrees of intestinal dysfunction, they were gradually relieved at discharge, and the average hospital stay was (19±2)days (range:16 to 21 days) in the second hospitalization. During follow-up, CT angiography showed aortic remodeling in all patients.Conclusion:Staged and segmented two hybrid surgeries are safe and feasible for total repair of Debakey type Ⅰ aortic dissection and are associated with acceptable early and midterm outcomes.
6.Research on Intervention Strategies for Palliative Care Decision-Making in Terminal Cancer Patients Based on Dual-Process Theory of Behavioral Economics
Furong TIAN ; Zehui LIU ; Genyong ZUO
Chinese Health Economics 2024;43(11):64-67
Objective:From the perspective of behavioral economics,it analyzes the reasons for the low utilization rate of palliative care and propose intervention measures,to promote the acceptance and application of palliative care by terminal cancer patients and their families.Methods:Using the theories and methods of behavioral economics to explore how cognitive and behavioral biases lead to irrational medical decisions in the choice of palliative care;based on the dual-process theory and nudge method,it aims to construct an intervention model for"palliative"care decision-making and propose intervention strategies.Results:Terminal cancer patients and their families with bounded rationality tend to prefer short-term aggressive treatment plans while making decisions,and use the extension of survival as the decision anchor point,weakening the influence of quality of life factors.The lack of sound mechanisms related to palliative care will further increase the cognitive bias of cancer patients and their families,putting them in a negative choice framework and risking losses,leading to the abandonment of more rational palliative care plans.Conclusion:By adopting the"perceptual-rational"thinking from the dual-process theory,transforming inter-temporal selection into the most cost-effective option,anchoring treatment expectations to patients'quality of life,increasing the value of palliative care benefits,and constructing a supportive selection framework as a target for intervention,it can help promote the use of palliative care.
7.Staged and segmented two hybrid surgeries for total repair of Debakey type Ⅰ aortic dissection: a series of 10 cases
Debin LIU ; Hong WANG ; Yanzhen WANG ; Cheng YU ; Shengxiong LIN ; Shiqun WU ; Zehui CAO ; Qiliang ZHANG
Chinese Journal of Surgery 2024;62(5):424-431
Objective:To examine the efficacy and experience of staged and segmented two hybrid surgeries for total repair of Debakey type Ⅰ aortic dissection (TIAD).Methods:This study was a retrospective case series. The clinic data of 10 patients with acute TIAD who were admitted to the Department of Cardiac Surgery, Second Hospital of Lanzhou University or the First People′s Hospital of Lanzhou, between January 2016 and August 2022, were retrospectively studied. Ten patients underwent hybrid surgeries in two hospitalizations (stages), including 7 males and 3 females with an age of (60±7) years (range: 49 to 71 years). In stage 1, the first type Ⅱ hybrid arch repair was performed to treat the ascending, total arch, and descending thoracic aorta for acute TIAD without circulatory arrest. In stage 2, the second hybrid surgery including infrarenal abdominal aorta replacement, visceral arteries bypass and endovascular thoracoabdominal aortic repair was performed to treat residual thoracoabdominal aortic dissection after the first hybrid operation (segmented). Basic data, preoperative concomitant diseases, high-risk factors, surgical approaches and postoperative complications of all important organs, as well as CT imaging were analyzed.Results:There was no death in the 20 hybrid surgical procedures. In stage 1 type Ⅱ hybrid surgery, 4 cases underwent reconstruction of the aortic sinutubular junction, while Bentall and David surgery was performed for 3 cases, respectively. A patient received coronary artery bypass grafting. Then all patients were sequentially treated with arch debranching and thoracic aortic endovascular repair. Postoperative complications included renal insufficiency (4/10), hemofiltration (1/10), hypoxemia (4/10), neurologic event (1/10) and type Ⅱ endoleak (1/10). Complete false lumen thrombosis occurred in 9/10 of the patients. All complications recovered successfully at discharge and the average hospital stay was (21±4) days (range: 16 to 28 days) in the first hospitalization. At stage 2, the second hybrid surgery was successfully performed in all patients. No paraplegia, hepatic or renal insufficiency, or endoleak occurred. However, branch graft embolism of the left renal artery was found in one patient 3 days after laparotomy, as well as of superior mesenteric artery in another. Superior mesenteric artery occlusion was successfully treated by endovascular recanalization. Complete false lumen thrombosis occurred in all patients. Although all patients had different degrees of intestinal dysfunction, they were gradually relieved at discharge, and the average hospital stay was (19±2)days (range:16 to 21 days) in the second hospitalization. During follow-up, CT angiography showed aortic remodeling in all patients.Conclusion:Staged and segmented two hybrid surgeries are safe and feasible for total repair of Debakey type Ⅰ aortic dissection and are associated with acceptable early and midterm outcomes.
8.Research on Intervention Strategies for Palliative Care Decision-Making in Terminal Cancer Patients Based on Dual-Process Theory of Behavioral Economics
Furong TIAN ; Zehui LIU ; Genyong ZUO
Chinese Health Economics 2024;43(11):64-67
Objective:From the perspective of behavioral economics,it analyzes the reasons for the low utilization rate of palliative care and propose intervention measures,to promote the acceptance and application of palliative care by terminal cancer patients and their families.Methods:Using the theories and methods of behavioral economics to explore how cognitive and behavioral biases lead to irrational medical decisions in the choice of palliative care;based on the dual-process theory and nudge method,it aims to construct an intervention model for"palliative"care decision-making and propose intervention strategies.Results:Terminal cancer patients and their families with bounded rationality tend to prefer short-term aggressive treatment plans while making decisions,and use the extension of survival as the decision anchor point,weakening the influence of quality of life factors.The lack of sound mechanisms related to palliative care will further increase the cognitive bias of cancer patients and their families,putting them in a negative choice framework and risking losses,leading to the abandonment of more rational palliative care plans.Conclusion:By adopting the"perceptual-rational"thinking from the dual-process theory,transforming inter-temporal selection into the most cost-effective option,anchoring treatment expectations to patients'quality of life,increasing the value of palliative care benefits,and constructing a supportive selection framework as a target for intervention,it can help promote the use of palliative care.
9.Research on Intervention Strategies for Palliative Care Decision-Making in Terminal Cancer Patients Based on Dual-Process Theory of Behavioral Economics
Furong TIAN ; Zehui LIU ; Genyong ZUO
Chinese Health Economics 2024;43(11):64-67
Objective:From the perspective of behavioral economics,it analyzes the reasons for the low utilization rate of palliative care and propose intervention measures,to promote the acceptance and application of palliative care by terminal cancer patients and their families.Methods:Using the theories and methods of behavioral economics to explore how cognitive and behavioral biases lead to irrational medical decisions in the choice of palliative care;based on the dual-process theory and nudge method,it aims to construct an intervention model for"palliative"care decision-making and propose intervention strategies.Results:Terminal cancer patients and their families with bounded rationality tend to prefer short-term aggressive treatment plans while making decisions,and use the extension of survival as the decision anchor point,weakening the influence of quality of life factors.The lack of sound mechanisms related to palliative care will further increase the cognitive bias of cancer patients and their families,putting them in a negative choice framework and risking losses,leading to the abandonment of more rational palliative care plans.Conclusion:By adopting the"perceptual-rational"thinking from the dual-process theory,transforming inter-temporal selection into the most cost-effective option,anchoring treatment expectations to patients'quality of life,increasing the value of palliative care benefits,and constructing a supportive selection framework as a target for intervention,it can help promote the use of palliative care.
10.Research on Intervention Strategies for Palliative Care Decision-Making in Terminal Cancer Patients Based on Dual-Process Theory of Behavioral Economics
Furong TIAN ; Zehui LIU ; Genyong ZUO
Chinese Health Economics 2024;43(11):64-67
Objective:From the perspective of behavioral economics,it analyzes the reasons for the low utilization rate of palliative care and propose intervention measures,to promote the acceptance and application of palliative care by terminal cancer patients and their families.Methods:Using the theories and methods of behavioral economics to explore how cognitive and behavioral biases lead to irrational medical decisions in the choice of palliative care;based on the dual-process theory and nudge method,it aims to construct an intervention model for"palliative"care decision-making and propose intervention strategies.Results:Terminal cancer patients and their families with bounded rationality tend to prefer short-term aggressive treatment plans while making decisions,and use the extension of survival as the decision anchor point,weakening the influence of quality of life factors.The lack of sound mechanisms related to palliative care will further increase the cognitive bias of cancer patients and their families,putting them in a negative choice framework and risking losses,leading to the abandonment of more rational palliative care plans.Conclusion:By adopting the"perceptual-rational"thinking from the dual-process theory,transforming inter-temporal selection into the most cost-effective option,anchoring treatment expectations to patients'quality of life,increasing the value of palliative care benefits,and constructing a supportive selection framework as a target for intervention,it can help promote the use of palliative care.

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