1.The value of coronary CT angiography-based traditional features and radiomics in identification of culprit plaques to cause acute myocardial infarction
Pei NIE ; Shuo ZHANG ; Yan DENG ; Shifeng YANG ; Xinxin YU ; Kaiyue ZHI ; He ZHU ; Peng LI ; Jingjing CUI ; Wenjing CHEN ; Yanmei WANG ; Yuchao XU ; Dapeng HAO ; Ximing WANG
Chinese Journal of Radiology 2025;59(9):1017-1028
Objective:To investigate the value of coronary CTA (CCTA)-based traditional features and radiomics of plaque in the identification of culprit lesions that caused acute myocardial infarction (AMI).Methods:This was a retrospective multicenter study. From July 2016 to November 2023, a total of 344 patients from the Affiliated Hospital of Qingdao University (training cohort, n=184), Shandong Provincial Hospital Affiliated to Shandong First Medical University (validation cohort, n=88) and Qilu Hospital of Shandong University (test cohort, n=72) who received percutaneous coronary intervention (PCI) due to AMI and underwent CCTA within 48 hours of AMI were enrolled. The culprit plaques and non-culprit plaques were identified using a combination of electrocardiogram, CCTA, and angiographic findings. The vessel, plaque location, plaque type, Coronary Artery Disease-Reporting and Data System (CAD-RADS) score, high-risk plaque characteristics, plaque length, plaque volume, and burden were analyzed, and 1 904 radiomics features were extracted for each plaque. The traditional imaging model, the radiomics model, and the combined model were established by using multivariate Logistic regression analysis. The area under the receiver operating characteristic curve (AUC) was used to evaluate the performance of each model in identifying culprit lesions. The DeLong test was used for the comparison of AUC between every two models. The net reclassification index (NRI) was used to evaluate the incremental value of the combined model to the traditional imaging model and the radiomics model. The decision curve analysis (DCA) was used to assess the clinical net benefit of these models. A correlation heatmap was used to evaluate the correlation between the radiomics score and traditional CCTA factors. The interpretable analysis of the decision process of the combined model was performed by the Shapley Additive exPlanations (SHAP). Results:In the validation cohort and the test cohort, the AUC of the traditional imaging model developed by the vessel, plaque type, positive remodeling and CAD-RADS score was 0.898 (95% CI 0.869-0.922) and 0.881 (95% CI 0.848-0.910), respectively. The radiomics model developed by six radiomics features was 0.863 (95% CI 0.831-0.891) and 0.863 (95% CI 0.827-0.864), respectively. The AUC of the combined model was 0.930 (95% CI 0.905-0.950)and 0.919 (95% CI 0.889-0.942), respectively. In the validation cohort and the test cohort, the AUC of the combined model was higher than that of the traditional imaging model ( Z=4.013, 4.272, P<0.001) and that of the radiomics model ( Z=4.819, 3.784, P<0.001), respectively. In the validation cohort, the combined model yielded an NRI of 20.43% (95% CI 10.43%-30.44%, P<0.001) and 20.21% (95% CI 9.62%-30.80%, P<0.001) for identifying culprit lesions compared with the traditional imaging model and the radiomics model, respectively. In the test cohort, the combined model yielded an NRI of 28.05% (95% CI 16.72%-39.38%, P<0.001) and 23.57% (95% CI 13.58%-33.56%, P<0.001) for identifying culprit lesions compared with the traditional imaging model and the radiomics model, respectively. DCA showed the combined model had the highest clinical net benefit. The correlation heatmap showed the radiomics score was not correlated or only weakly correlated with traditional CCTA factors. SHAP indicated the radiomics and CAD-RADS score contributed significantly to the model. Conclusion:The CCTA-based traditional features and radiomics of plaque have favorable performance for the identification of culprit plaques in patients with AMI.
2.Recent advance in performance assessment of motor function rehabilitations in stroke patients
Hongyu WANG ; Jiaqi SHI ; Yanmei ZHU
Chinese Journal of Neuromedicine 2025;24(5):507-513
With the intensification of population aging in our country, stroke incidence is increasing year by year, and most patients leave behind varying degrees of sequelae; and motor function disorder is one of the common sequelae, which seriously affects the quality of life of patients. Motor function rehabilitations have become indispensable treatments for stroke patients. Accurately and objectively assessing the performance of motor function trehabilitations in stroke patients will help to formulate more reasonable rehabilitation plans. This article reviews the existing rehabilitation assessment techniques and their advantages and disadvantages, aiming to provide guidance for the assessment of motor function rehabilitations in stroke patients and lay a foundation for future development of stroke rehabilitations.
3.Association between obstructive sleep apnea hypopnea syndrome and cerebral white matter lesions
Journal of Apoplexy and Nervous Diseases 2025;42(3):204-208
Objective To investigate the association between obstructive sleep apnea hypopnea syndrome (OSAHS) and white matter lesions (WMLs). Methods A total of 91 patients who attended Department of Neurology and Department of Epilepsy and Sleep Disorders in The Second Affiliated Hospital of Harbin Medical University from June 2019 to December 2020 and met the diagnostic criteria for WMLs were enrolled as WMLs group, and 61 patients without WMLs were enrolled as control group. All subjects underwent brain MRI and PSG examinations, and related data were collected, including demographic data, past history, personal history, laboratory examination, and imaging findings. Results The WMLs group had a prevalence rate of OSAHS of 92.3% and an AHI of (32.85±19.86) events/hour on PSG, which were significantly higher than those in the control group (P<0.05). The Spearman rank correlation analysis showed a strong positive correlation between WMLs severity and OSAHS severity(r=0.602 52,P<0.0001). Conclusion The WMLs group is more susceptible to OSAHS than the control group, and the severity of WMLs is positively correlated with the severity of OSAHS.
4.Rescue and nursing care of a patient with central venous catheter pulling distress syndrome after coronary artery bypass grafting
Ying LIU ; Ying ZHU ; Yanmei HUANG
Modern Clinical Nursing 2025;24(9):91-96
This case report summarized the resuscitation and nursing care of a patient who experienced sudden syncope due to central venous catheter(CVC)removal distress syndrome following coronary artery bypass grafting.Nursing key points:rapidly recognize the patient's CVC removal distress syndrome;continuously monitor circulatory and respiratory functions,maintain circulatory stability,and ensure airway patency;Implement a multi-modal treatment strategy for neurological protection to improve neurological outcomes;Initiate early rehabilitation therapy to promote limb function recovery;Prevent CVC removal distress syndrome.Following emergency rescue and meticulous nursing care,the patient was discharged,on the 34th hospital day with recovery.
5.Rescue and nursing care of a patient with central venous catheter pulling distress syndrome after coronary artery bypass grafting
Ying LIU ; Ying ZHU ; Yanmei HUANG
Modern Clinical Nursing 2025;24(9):91-96
This case report summarized the resuscitation and nursing care of a patient who experienced sudden syncope due to central venous catheter(CVC)removal distress syndrome following coronary artery bypass grafting.Nursing key points:rapidly recognize the patient's CVC removal distress syndrome;continuously monitor circulatory and respiratory functions,maintain circulatory stability,and ensure airway patency;Implement a multi-modal treatment strategy for neurological protection to improve neurological outcomes;Initiate early rehabilitation therapy to promote limb function recovery;Prevent CVC removal distress syndrome.Following emergency rescue and meticulous nursing care,the patient was discharged,on the 34th hospital day with recovery.
6.The value of coronary CT angiography-based traditional features and radiomics in identification of culprit plaques to cause acute myocardial infarction
Pei NIE ; Shuo ZHANG ; Yan DENG ; Shifeng YANG ; Xinxin YU ; Kaiyue ZHI ; He ZHU ; Peng LI ; Jingjing CUI ; Wenjing CHEN ; Yanmei WANG ; Yuchao XU ; Dapeng HAO ; Ximing WANG
Chinese Journal of Radiology 2025;59(9):1017-1028
Objective:To investigate the value of coronary CTA (CCTA)-based traditional features and radiomics of plaque in the identification of culprit lesions that caused acute myocardial infarction (AMI).Methods:This was a retrospective multicenter study. From July 2016 to November 2023, a total of 344 patients from the Affiliated Hospital of Qingdao University (training cohort, n=184), Shandong Provincial Hospital Affiliated to Shandong First Medical University (validation cohort, n=88) and Qilu Hospital of Shandong University (test cohort, n=72) who received percutaneous coronary intervention (PCI) due to AMI and underwent CCTA within 48 hours of AMI were enrolled. The culprit plaques and non-culprit plaques were identified using a combination of electrocardiogram, CCTA, and angiographic findings. The vessel, plaque location, plaque type, Coronary Artery Disease-Reporting and Data System (CAD-RADS) score, high-risk plaque characteristics, plaque length, plaque volume, and burden were analyzed, and 1 904 radiomics features were extracted for each plaque. The traditional imaging model, the radiomics model, and the combined model were established by using multivariate Logistic regression analysis. The area under the receiver operating characteristic curve (AUC) was used to evaluate the performance of each model in identifying culprit lesions. The DeLong test was used for the comparison of AUC between every two models. The net reclassification index (NRI) was used to evaluate the incremental value of the combined model to the traditional imaging model and the radiomics model. The decision curve analysis (DCA) was used to assess the clinical net benefit of these models. A correlation heatmap was used to evaluate the correlation between the radiomics score and traditional CCTA factors. The interpretable analysis of the decision process of the combined model was performed by the Shapley Additive exPlanations (SHAP). Results:In the validation cohort and the test cohort, the AUC of the traditional imaging model developed by the vessel, plaque type, positive remodeling and CAD-RADS score was 0.898 (95% CI 0.869-0.922) and 0.881 (95% CI 0.848-0.910), respectively. The radiomics model developed by six radiomics features was 0.863 (95% CI 0.831-0.891) and 0.863 (95% CI 0.827-0.864), respectively. The AUC of the combined model was 0.930 (95% CI 0.905-0.950)and 0.919 (95% CI 0.889-0.942), respectively. In the validation cohort and the test cohort, the AUC of the combined model was higher than that of the traditional imaging model ( Z=4.013, 4.272, P<0.001) and that of the radiomics model ( Z=4.819, 3.784, P<0.001), respectively. In the validation cohort, the combined model yielded an NRI of 20.43% (95% CI 10.43%-30.44%, P<0.001) and 20.21% (95% CI 9.62%-30.80%, P<0.001) for identifying culprit lesions compared with the traditional imaging model and the radiomics model, respectively. In the test cohort, the combined model yielded an NRI of 28.05% (95% CI 16.72%-39.38%, P<0.001) and 23.57% (95% CI 13.58%-33.56%, P<0.001) for identifying culprit lesions compared with the traditional imaging model and the radiomics model, respectively. DCA showed the combined model had the highest clinical net benefit. The correlation heatmap showed the radiomics score was not correlated or only weakly correlated with traditional CCTA factors. SHAP indicated the radiomics and CAD-RADS score contributed significantly to the model. Conclusion:The CCTA-based traditional features and radiomics of plaque have favorable performance for the identification of culprit plaques in patients with AMI.
7.Recent advance in performance assessment of motor function rehabilitations in stroke patients
Hongyu WANG ; Jiaqi SHI ; Yanmei ZHU
Chinese Journal of Neuromedicine 2025;24(5):507-513
With the intensification of population aging in our country, stroke incidence is increasing year by year, and most patients leave behind varying degrees of sequelae; and motor function disorder is one of the common sequelae, which seriously affects the quality of life of patients. Motor function rehabilitations have become indispensable treatments for stroke patients. Accurately and objectively assessing the performance of motor function trehabilitations in stroke patients will help to formulate more reasonable rehabilitation plans. This article reviews the existing rehabilitation assessment techniques and their advantages and disadvantages, aiming to provide guidance for the assessment of motor function rehabilitations in stroke patients and lay a foundation for future development of stroke rehabilitations.
8.Expression and Clinical Significance of MKI67 in Pancreatic Cancer
Hu WANG ; Yanmei YIN ; Haoxuan DU ; Hao CHEN ; Xiaopeng MA ; Aibin DAI ; Kexiang ZHU
Cancer Research on Prevention and Treatment 2024;51(2):91-98
Objectives To explore the expression, biological function, and mechanism of MKI67 in pancreatic cancer and its clinical significance. Methods The expression level, diagnosis, and prognostic value of MKI67 in pancreatic cancer were analyzed using public databases. We also investigated the association between the MKI67 with immune cell infiltration and immune checkpoint molecules. We analyzed the functional pathway enrichment to uncover the possible molecular mechanisms. qRT-PCR and Western blot assay were used to verify the expression of MKI67 mRNA and protein. Immunohistochemistry staining was used to detect the expression of MKI67 in tissue protein. Results The high expression of MKI67 was significantly associated with high histological grades and poor outcomes in pancreatic cancer. High MKI67 expression was correlated with poor prognosis of pancreatic cancer patients (
9.Efficacy of percutaneous transhepatic variceal embolization alone or in combination with partial splenic embolization in treatment of portal hypertensive hemorrhage in liver cirrhosis: A Meta-analysis
Junyuan ZHU ; Yifu XIA ; Yanmei DU ; Chunqing ZHANG
Journal of Clinical Hepatology 2024;40(1):89-95
ObjectiveTo investigate the efficacy of percutaneous transhepatic variceal embolization (PTVE) alone or in combination with partial splenic embolization (PSE) in the treatment of portal hypertensive hemorrhage in liver cirrhosis through a meta-analysis. MethodsThis study was conducted according to PRISMA guideline, with a PROSPERO registration number of CRD42023396690. Wanfang Med Online, CNKI, CBM, VIP Databases, PubMed, Embase, the Cochrane Library, and Web of Science databases were searched for articles on PTVE alone or in combination with PSE in the treatment of portal hypertensive hemorrhage in liver cirrhosis published up to December 23, 2022. The articles were selected based on inclusion and exclusion criteria, and related data were extracted. The RevMan 5.4.1 statistical analysis software was used to perform the meta-analysis. ResultsEight articles were finally included, with a total sample size of 592 cases, among which there were 316 cases in the PTVE+PSE group and 276 cases in the PTVE group. The meta-analysis showed that compared with the PTVE group, the PTVE+PSE group had significantly lower postoperative portal vein pressure (standardized mean difference [SMD]=-1.75, 95% confidence interval [CI]: -2.33 to -1.16, P<0.05), postoperative diameter of the portal vein (SMD=-0.87, 95%CI: -1.64 to -0.10, P<0.05), postoperative rebleeding rate (odds ratio [OR]=0.17, 95%CI: 0.11 — 0.28, P<0.05), mortality rate (OR=0.13, 95%CI: 0.04 — 0.37, P<0.05), and incidence rate of postoperative portal hypertensive gastrointestinal disease (OR=0.17, 95%CI: 0.07 — 0.45, P<0.05], as well as a significantly higher postoperative platelet level (SMD=0.79, 95%CI: 0.52 — 1.06, P<0.05), while there were no significant differences between the two groups in the incidence rates of postoperative ascites. ConclusionCompared with PTVE alone, PTVE combined with PSE can effectively reduce the rebleeding rate and mortality rate of portal hypertensive hemorrhage in liver cirrhosis, the incidence rate of portal hypertensive gastrointestinal disease, and portal vein pressure, and it can also shorten the diameter of the portal vein and increase platelet level. Therefore, it is an effective interventional method for the treatment of portal hypertension hemorrhage in liver cirrhosis.
10.Effect of cold peppermint water spray on the thirst and oral comfort in patients undergoing thoracoscopic pulmonary lobectomy
Peng XIE ; Yanmei LI ; Quan ZHU ; Lei YU
Chinese Journal of Practical Nursing 2024;40(5):386-391
Objective:To investigate applications of cold peppermint water spray in patients undergoing thoracoscopic pulmonary lobectomy, so as to establish a effectively thirst management strategy for patients.Methods:By a randomized controlled study method, a total of 100 patients undergoing thoracoscopic pulmonary lobectomy in Xiaogan Central Hospital from May 2022 to May 2023 were convenient collected, they were assigned to experimental group and control group according to the random number table method, with 50 cases in each group. Both groups were implemented routine nursing care, in additional, cold pure water spray (6-10 ℃) was carried out in the control group, while cold peppermint water spray (6-10 ℃) therapy was implemented in the experimental group. The clinical effect was compared by thirst score, salivary flow rate, lip mucosa moistening degree and oral comfort score between the two groups.Results:There were 28 males and 22 females in the control group, aged (58.30 ± 16.64) years old; 30 males and 20 females in the experimental group, aged (58.66 ± 16.68) years old. At 1, 2, 4, 6 h after intervention, the thirst scores were (5.96 ± 1.58), (5.08 ± 1.37), (4.48 ± 1.18), (3.76 ± 0.72) points in the experimental group, lower than those in the control group (6.78 ± 1.04), (5.60 ± 1.09), (5.10 ± 1.16), (4.52 ± 1.09) points, the differences were statistically significant ( t values were 2.10-4.11, all P<0.05). At 2, 4, 6 h after intervention, the salivary flow rate were (0.21 ± 0.04), (0.23 ± 0.05), (0.30 ± 0.08) ml/min in the experimental group, higher than those in the control group (0.18 ± 0.06), (0.19 ± 0.06), (0.21 ± 0.08) ml/min, the differences were statistically significant ( t=2.31, 3.22, 6.57, all P<0.05). At 2, 4, 6 h after intervention, the lip mucosa moistening scores were (2.52 ± 0.93), (2.26 ± 0.75), (1.82 ± 0.83) points in the experimental group, lower than those in the control group (2.98 ± 0.84), (2.88 ± 0.85), (2.30 ± 0.76) points, the differences were statistically significant ( t=2.59, 3.87, 2.38, all P<0.05). At 3, 6 h after intervention, the oral comfort scores were (4.54 ± 0.39), (5.68 ± 1.67) points in the experimental group, higher than in the control group (3.62 ± 0.21), (4.76 ± 1.22) points, the differences were statistically significant ( t=3.19, 3.14, both P<0.05). Conclusions:Cold peppermint water spray can effectively improve the thirst of patients undergoing thoracoscopic pulmonary lobectomy, improve the oral comfort of patients, and provide new ideas for clinical medical staff to care for patients with thirst.

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