1.MR high-resolution vessel wall imaging radiomics combined with attention mechanism for predicting stroke recurrence in patients with symptomatic intracranial atherosclerosis stenosis
Yu GAO ; Zi'ang LI ; Zhengqi WEI ; Lin HAN ; Jie WANG ; Ruifang YAN ; Hongling ZHAO ; Hongkai CUI
Chinese Journal of Medical Imaging Technology 2025;41(2):229-233
Objective To observe the value of the integrated model of MR high-resolution vascular wall imaging(HR-VWI)and attention mechanism for predicting stroke recurrence in symptomatic intracranial atherosclerotic stenosis(sICAS)patients.Methods A total of 363 patients with sICAS who underwent HR-VWI were enrolled and stratified into training set(n=254)and validation set(n=109)according to their origins.Employing a radiomics model that utilized HR-VWI T1 and contrast-enhanced sequences for feature extraction,image data were captured from relevant plaques.Subsequently,a Trans model was developed by integrating the Transformer attention mechanism.The predictive performance and clinical utility of conventional radiomics models and Trans models for forecasting stroke recurrence among patients with sICAS were evaluated.Results In training set and validation set,the area under the curve of Trans model for predicting stroke recurrence in sICAS patients was 0.992 and 0.988,respectively,both superior to that of T1 model,T1 enhanced model and dual sequence model(all P<0.05).The calibration curve and decision curve analysis showed that Trans model had good predictive probability and clinical practicality.Conclusion The obtained integrated model of HR-VWI radiomics combined with attention mechanism had certain value for predicting stroke recurrence in patients with sICAS.
2.Study on the correlation between the degree of intracranial vascular stenosis and culprit plaque characteristics with the risk of stroke recurrence
Lin HAN ; Jie WANG ; Zi'ang LI ; Yu GAO ; Ziqing YANG ; Xinhui MA ; Haipeng LIU ; Ruifang YAN ; Hongling ZHAO ; Hongkai CUI
Journal of Practical Radiology 2025;41(10):1593-1599
Objective To evaluate the application of high-resolution magnetic resonance vessel wall imaging(HRMR-VWI)in identifying high-risk features of intracranial atherosclerotic plaques,and to analyze the correlation between plaque characteristics and stroke recurrence under varying degrees of stenosis.Methods The data from 368 patients with intracranial atherosclerotic stenosis(ICAS)across two centers were retrospectively analyzed.Based on the degree of stenosis,all patients were categorized into mild-to-moderate stenosis group(luminal stenosis<70%,n=155)and severe stenosis group(luminal stenosis≥70%,n=213).HRMR-VWI images and clinical information of the patients were collected and analyzed,and the culprit plaques were quantitatively analyzed.Univariate and multivariate logistic regression analyses were employed to identify the risk factors for stroke recurrence,and the predictive performance was evaluated using the area under the curve(AUC)of the receiver operating characteristic(ROC)curve.Results Higher normalized wall index(NWI)[odds ratio(OR)=1.082,95%confidence interval(CI)1.050-1.118,P<0.05]and the presence of intraplaque hemorrhage(IPH)(OR=1.843,95%CI 1.120-3.036,P<0.05)were risk factors for stroke recurrence in all patients.And these two factors were also significant in the mild-to-moderate stenosis group(NWI:OR=1.088,95%CI 1.009-1.186,P<0.05;IPH:OR=4.049,95%CI 1.227-16.065,P<0.05).A predictive model for stroke recurrence was constructed using the combination of IPH and NWI,with the best performance in the mild-to-moderate stenosis group(AUC=0.813,95%CI 0.723-0.906).Conclusion In patients with luminal stenosis<70%,the increase of NWI and the presence of IPH have been validated as significant and effective indicators for predicting stroke recurrence,demonstrating notable predictive performance.In contrast,among patients with luminal stenosis≥70%,the utility of plaque characteristics in predicting stroke recurrence is relatively lower,indicating that the correlation between plaque characteristics and stroke recurrence varies across different degrees of stenosis.
3.Developing an evidence-based preoperative prehabilitation program for prostate cancer patients
Yuan CHEN ; Mengxin GAO ; Xiaoling HUA ; Jing WANG ; Chunxiang LIU ; Chao CAI ; Hongling SUN
Chinese Journal of Practical Nursing 2025;41(24):1849-1857
Objective:To construct a preoperative prehabilitation program for prostate cancer based on evidence-based and Delphi method, so as to provide theoretical basis for medical staff to carry out preoperative prehabilitation research for prostate cancer patients.Methods:From June 2023 to March 2024, the first draft of the prehabilitation plan for prostate cancer before surgery was formed through evidence summary, semi-structured interviews and expert meetings. The experts in related fields were selected for two rounds of Delphi expert consultation. The items were revised according to the expert consultation opinions to establish the final plan.Results:Totally 16 experts were included, aged (43.19 ± 7.57) years. Five were males and 11 were females. The response rates of the two rounds of expert consultation were both 16/16, and the authority coefficients of the two rounds expert consultation were both 0.85. The Kendall coordination coefficients of the importance and feasibility of the items in the second round of consultation were 0.213 and 0.224, both P<0.05. In the second round of consultation, the value of importance assignment of items at all levels was 4.19-4.94 points, and the full score rate was 43.75%-93.75%. The final scheme included 5 first-level items, 13 second-level items, and 34 third-level items. Conclusions:The preoperative prehabilitation program for prostate cancer is scientific, importanceand applicable, which provides a theoretical basis for clinical preoperative prehabilitation for prostate cancer patients.
4.MR high-resolution vessel wall imaging radiomics combined with attention mechanism for predicting stroke recurrence in patients with symptomatic intracranial atherosclerosis stenosis
Yu GAO ; Zi'ang LI ; Zhengqi WEI ; Lin HAN ; Jie WANG ; Ruifang YAN ; Hongling ZHAO ; Hongkai CUI
Chinese Journal of Medical Imaging Technology 2025;41(2):229-233
Objective To observe the value of the integrated model of MR high-resolution vascular wall imaging(HR-VWI)and attention mechanism for predicting stroke recurrence in symptomatic intracranial atherosclerotic stenosis(sICAS)patients.Methods A total of 363 patients with sICAS who underwent HR-VWI were enrolled and stratified into training set(n=254)and validation set(n=109)according to their origins.Employing a radiomics model that utilized HR-VWI T1 and contrast-enhanced sequences for feature extraction,image data were captured from relevant plaques.Subsequently,a Trans model was developed by integrating the Transformer attention mechanism.The predictive performance and clinical utility of conventional radiomics models and Trans models for forecasting stroke recurrence among patients with sICAS were evaluated.Results In training set and validation set,the area under the curve of Trans model for predicting stroke recurrence in sICAS patients was 0.992 and 0.988,respectively,both superior to that of T1 model,T1 enhanced model and dual sequence model(all P<0.05).The calibration curve and decision curve analysis showed that Trans model had good predictive probability and clinical practicality.Conclusion The obtained integrated model of HR-VWI radiomics combined with attention mechanism had certain value for predicting stroke recurrence in patients with sICAS.
5.The latest progress of personalized drug screening and therapy research for common clinical tumors through the PDX model platform.
Yitong YUAN ; Hongling GAO ; Yanhong LI ; Xiangying JIAO
Journal of Pharmaceutical Analysis 2025;15(10):101225-101225
The establishment of mouse models is critical for discovering the biological targets of tumorigenesis and cancer development, preclinical trials of targeted drugs, and formulation of personalized therapeutic regimens. Currently, the patient-derived xenograft (PDX) model is considered a reliable animal tumor model because of its ability to retain the characteristics of the primary tumor at the histopathological, molecular, and genetic levels, and to preserve the tumor microenvironment. The application of the PDX model has promoted in-depth research on tumors in recent years, focusing on drug development, tumor target discovery, and precise treatment of patients. However, there are still some common questions. This review introduces the latest research progress and common questions regarding tumors with high mortality rates, focusing on their application in targeted drug screening and the formulation of personalized medical strategies. The challenges faced, improvement methods, and future development of the PDX model in tumor treatment applications are also discussed. This article provides technical guidance and comprehensive expectations for anti-cancer drug screening and clinical personalized therapy.
6.Development, reliability, and validity of a treatment-related quality of life scale for Chinese patients with multiple myeloma
Chunyan SUN ; Zhen CAI ; Bing CHEN ; Lijuan CHEN ; Wenming CHEN ; Kaiyang DING ; Juan DU ; Rong FU ; Chengcheng FU ; Da GAO ; Guangxun GAO ; Yanjuan HE ; Jian HOU ; Ming JIANG ; Fei LI ; Jian LI ; Juan LI ; Zhenyu LI ; Aijun LIAO ; Jing LIU ; Jun LUO ; Jianmin LUO ; Yanping MA ; Jianqing MI ; Ting NIU ; Hongling PENG ; Yongping SONG ; Luqun WANG ; Rong ZHAN ; Xi ZHANG ; Yu HU
Chinese Journal of Hematology 2025;46(8):713-721
Objective:To develop a treatment-related quality of life scale for Chinese patients with multiple myeloma (MM) and to test its reliability and validity.Methods:The initial scale was constructed through a literature search, Delphi expert correspondence, and cognitive testing. This study conducted a preliminary survey of 379 patients with MM and a formal survey of 865 patients from the hematology departments of 155 hospitals nationwide from February 2024 to March 2024. The final scale was obtained after conducting item analysis and reliability and validity tests on the initial scale.Results:The constructed scale contains 36 items covering six domains: physiological, psychological, social, treatment side effects, general health, and others. In the preliminary survey, the Cronbach’s alpha coefficient of each item ranged from 0.597 to 0.939, and the test-retest reliability was 0.747 ( P<0.001). Exploratory factor analysis extracted eight common factors with a cumulative variance contribution of 60.058%. In the formal survey, the Cronbach’s alpha coefficient of each item ranged from 0.484 to 0.930, and the test-retest reliability was 0.835 ( P<0.001). Confirmatory factor analysis revealed a comparative fit index of 0.750, a root-mean-square error of approximation of 0.090, and a root-mean-square residual of 0.067. Conclusion:The treatment-related quality of life scale for Chinese patients with MM designed in this study exhibited good reliability and validity, reflecting the impact of treatment on the quality of life of patients. This scale can provide a reference to clinicians for assessing the disease status of patients.
7.Development, reliability, and validity of a treatment-related quality of life scale for Chinese patients with multiple myeloma
Chunyan SUN ; Zhen CAI ; Bing CHEN ; Lijuan CHEN ; Wenming CHEN ; Kaiyang DING ; Juan DU ; Rong FU ; Chengcheng FU ; Da GAO ; Guangxun GAO ; Yanjuan HE ; Jian HOU ; Ming JIANG ; Fei LI ; Jian LI ; Juan LI ; Zhenyu LI ; Aijun LIAO ; Jing LIU ; Jun LUO ; Jianmin LUO ; Yanping MA ; Jianqing MI ; Ting NIU ; Hongling PENG ; Yongping SONG ; Luqun WANG ; Rong ZHAN ; Xi ZHANG ; Yu HU
Chinese Journal of Hematology 2025;46(8):713-721
Objective:To develop a treatment-related quality of life scale for Chinese patients with multiple myeloma (MM) and to test its reliability and validity.Methods:The initial scale was constructed through a literature search, Delphi expert correspondence, and cognitive testing. This study conducted a preliminary survey of 379 patients with MM and a formal survey of 865 patients from the hematology departments of 155 hospitals nationwide from February 2024 to March 2024. The final scale was obtained after conducting item analysis and reliability and validity tests on the initial scale.Results:The constructed scale contains 36 items covering six domains: physiological, psychological, social, treatment side effects, general health, and others. In the preliminary survey, the Cronbach’s alpha coefficient of each item ranged from 0.597 to 0.939, and the test-retest reliability was 0.747 ( P<0.001). Exploratory factor analysis extracted eight common factors with a cumulative variance contribution of 60.058%. In the formal survey, the Cronbach’s alpha coefficient of each item ranged from 0.484 to 0.930, and the test-retest reliability was 0.835 ( P<0.001). Confirmatory factor analysis revealed a comparative fit index of 0.750, a root-mean-square error of approximation of 0.090, and a root-mean-square residual of 0.067. Conclusion:The treatment-related quality of life scale for Chinese patients with MM designed in this study exhibited good reliability and validity, reflecting the impact of treatment on the quality of life of patients. This scale can provide a reference to clinicians for assessing the disease status of patients.
8.Spondyloarthritis with monoclonal garmmopathy of undetermined significance: a report of five cases with literature review
Hongling ZENG ; Jinyan GUO ; Dongbin JIANG ; Xin ZHANG ; Yujie HE ; Guanmin GAO ; Shengyun LIU
Chinese Journal of Rheumatology 2025;29(11):951-955
Objective:To explore the clinical characteristics, treatment, and prognosis of patients with spondyloarthritis (SpA) and clinically insignificant monoclonal garmmopathy of undetermined significance (MGUS).Methods:A retrospective study was performed to analyze the clinical characteristics of patients simultaneously diagnosed with both SpA and MGUS at the First Affiliated Hospital to Zhengzhou University between January 2020 and December 2024, supplemented by a literature review.Results:Among the 5 patients (2 males, 3 females; age range 33~65 years), 4 presented with peripheral arthritis and 2 with extra-articular manifestations. All patients demonstrated elevated globulin and IgG levels, with 4 being HLA-B27 positive. M-protein typing revealed IgG/κ in 3 cases and IgA/λ in 2. All five patients underwent both X-ray and MRI examinations, with sacroiliitis being detected in 4 cases. Three patients with long disease duration showed poor response to conventional therapy (NSAIDs/DMARDs). Targeted therapies yielded variable outcomes: one patient achieved normalized globulin/IgG levels with etanercept (3-year follow-up without MGUS progression); another showed marked clinical improvement and significant globulin/IgG reduction with JAK inhibitor (tofacitinib, treated for 7 years); while a third demonstrated no symptom relief then switching from TNF-α inhibitor to IL-17 inhibitor.Conclusion:Persistent hyperglobulinemia in SpA patients warrants MGUS screening. Those with SpA-MGUS may require targeted therapies, where JAK inhibitors and monoclonal TNF-α inhibitors appear to be the preferred options, though long-term monitoring for MGUS progression remains essential.
9.Study on the correlation between the degree of intracranial vascular stenosis and culprit plaque characteristics with the risk of stroke recurrence
Lin HAN ; Jie WANG ; Zi'ang LI ; Yu GAO ; Ziqing YANG ; Xinhui MA ; Haipeng LIU ; Ruifang YAN ; Hongling ZHAO ; Hongkai CUI
Journal of Practical Radiology 2025;41(10):1593-1599
Objective To evaluate the application of high-resolution magnetic resonance vessel wall imaging(HRMR-VWI)in identifying high-risk features of intracranial atherosclerotic plaques,and to analyze the correlation between plaque characteristics and stroke recurrence under varying degrees of stenosis.Methods The data from 368 patients with intracranial atherosclerotic stenosis(ICAS)across two centers were retrospectively analyzed.Based on the degree of stenosis,all patients were categorized into mild-to-moderate stenosis group(luminal stenosis<70%,n=155)and severe stenosis group(luminal stenosis≥70%,n=213).HRMR-VWI images and clinical information of the patients were collected and analyzed,and the culprit plaques were quantitatively analyzed.Univariate and multivariate logistic regression analyses were employed to identify the risk factors for stroke recurrence,and the predictive performance was evaluated using the area under the curve(AUC)of the receiver operating characteristic(ROC)curve.Results Higher normalized wall index(NWI)[odds ratio(OR)=1.082,95%confidence interval(CI)1.050-1.118,P<0.05]and the presence of intraplaque hemorrhage(IPH)(OR=1.843,95%CI 1.120-3.036,P<0.05)were risk factors for stroke recurrence in all patients.And these two factors were also significant in the mild-to-moderate stenosis group(NWI:OR=1.088,95%CI 1.009-1.186,P<0.05;IPH:OR=4.049,95%CI 1.227-16.065,P<0.05).A predictive model for stroke recurrence was constructed using the combination of IPH and NWI,with the best performance in the mild-to-moderate stenosis group(AUC=0.813,95%CI 0.723-0.906).Conclusion In patients with luminal stenosis<70%,the increase of NWI and the presence of IPH have been validated as significant and effective indicators for predicting stroke recurrence,demonstrating notable predictive performance.In contrast,among patients with luminal stenosis≥70%,the utility of plaque characteristics in predicting stroke recurrence is relatively lower,indicating that the correlation between plaque characteristics and stroke recurrence varies across different degrees of stenosis.
10.Developing an evidence-based preoperative prehabilitation program for prostate cancer patients
Yuan CHEN ; Mengxin GAO ; Xiaoling HUA ; Jing WANG ; Chunxiang LIU ; Chao CAI ; Hongling SUN
Chinese Journal of Practical Nursing 2025;41(24):1849-1857
Objective:To construct a preoperative prehabilitation program for prostate cancer based on evidence-based and Delphi method, so as to provide theoretical basis for medical staff to carry out preoperative prehabilitation research for prostate cancer patients.Methods:From June 2023 to March 2024, the first draft of the prehabilitation plan for prostate cancer before surgery was formed through evidence summary, semi-structured interviews and expert meetings. The experts in related fields were selected for two rounds of Delphi expert consultation. The items were revised according to the expert consultation opinions to establish the final plan.Results:Totally 16 experts were included, aged (43.19 ± 7.57) years. Five were males and 11 were females. The response rates of the two rounds of expert consultation were both 16/16, and the authority coefficients of the two rounds expert consultation were both 0.85. The Kendall coordination coefficients of the importance and feasibility of the items in the second round of consultation were 0.213 and 0.224, both P<0.05. In the second round of consultation, the value of importance assignment of items at all levels was 4.19-4.94 points, and the full score rate was 43.75%-93.75%. The final scheme included 5 first-level items, 13 second-level items, and 34 third-level items. Conclusions:The preoperative prehabilitation program for prostate cancer is scientific, importanceand applicable, which provides a theoretical basis for clinical preoperative prehabilitation for prostate cancer patients.

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