1.T1WI deep learning models for evaluating brain injury of neonatal hyperbilirubinemia
Jingwei CUI ; Yongchao NIU ; Beichen XIE ; Chang LIU ; Jinhui DUAN ; Qin XUE ; Ruifang YAN
Chinese Journal of Medical Imaging Technology 2025;41(3):394-398
Objective To observe the value of T1WI deep learning models for evaluating brain injury of neonatal hyperbilirubinemia(NHB).Methods Totally 106 NHB(defined as newborns with neonatal behavioral neurological assessment≤37,NHB group)and 119 non-NHB newborns(control group)in center A,as well as 34 NHB and 18 non-NHB newborns in center B were collected.ROI was delineated based on bilateral globus pallidus on T1WI.A total of 690 slices were obtained by preprocessing data of center A and then were divided into training set(n=552)and test set(n=138)at a ratio of 8∶2.ResNet18,DenseNet121 and EfficientNetB0 models was established,respectively.External validation was performed based on data of center B.Receiver operating characteristic curves were drawn,area under the curves(AUC)were calculated to evaluate the performance of models for assessing NHB brain injuries compared with traditional visual analysis.Results The AUC of ResNet18 model for evaluating NHB brain injury was 0.910-0.990,significantly higher than that of DenseNet121 model(0.710-0.820)and EfficientNetB0 model(0.640-0.740)(all P<0.001).The accuracy,sensitivity and precision of ResNet18 model for evaluating NHB brain injury were all higher than those of visual analysis(all P<0.05),while no significant difference of specificity was found between the above two(P>0.05).Conclusion T1WI ResNet18 model showed excellent performance and generalization ability for evaluating NHB brain injury.
2.A survey of clinical application of stereotactic radiotherapy technology in China in 2024
Xiaoxue KOU ; Jiayi YU ; Jingwei ZHANG ; Nan BI ; Xuwei CAI ; Guanghui CHENG ; Yufei LU ; Yanyang WANG ; Ligang XING ; Yonggang XU ; Jianxin XUE ; Li ZHANG ; Hongqing ZHUANG ; Anhui SHI
Chinese Journal of Radiation Oncology 2025;34(9):897-904
Objective:To investigate the current status of application of stereotactic body radiation therapy (SBRT) in China, aiming to provide reference for promoting the development of this technology.Methods:From January to March 2024, a questionnaire was designed and distributed online, targeting member units of the Professional Committee of Stereotactic Radiosurgery Treatment, which covers 175 radiotherapy units in 30 provinces and regions nationwide. The survey focused on the current application of SBRT technology and its utilization in the treatment of early-stage non-small cell lung cancer (NSCLC). A statistical description of the survey results was presented.Results:Of 175 questionnaires distributed, a total of 130 valid responses were collected, with an effective response rate of 74.3%. A total of 81.5% (106/130) of the units had implemented SBRT technology, and 99.1% of the respondents believed it was necessary to further promote SBRT technology, yet the actual training rate was only 67.0%. SBRT equipment configuration: there were a total of 267 SBRT equipment, featuring a diverse range of types, with traditional linear accelerators as the mainstays, accounting for 76.0% ( n=203), followed by 12.0% ( n=32) for TOMO, 6.4% ( n=17) for Cyber knife, 3.7% ( n=10) for Gamma knife, and proton/heavy ion equipment at 1.5% ( n=4), respectively. The percentage of units with multi-leaf collimator leaf widths ≤0.5 cm was 93.4% (99/106). The application of SBRT: the first radiotherapy unit commenced SBRT in 2000, and this technology entered a period of rapid growth after 2015, sustaining a steady increase over the past decade; SBRT technology was mainly applied in the brain, lung, liver, bone, adrenal gland, and kidney, with application rates of 97.2%, 94.3%, 86.8%, 71.7%, 56.6%, and 27.4%, respectively, while the application rates for the pancreas, metastatic lymph nodes, and other parts were less than 5%. Current status of SBRT technology application in early-stage NSCLC: 90.6% (96/106) of units had implemented SBRT; pre-treatment multi-disciplinary diagnosis and treatment accounted for 77% (74/96); the proportion of application units for peripheral and central type lung cancer lesions both exceeded 57.3%, whereas the application rate for ultra-central type and lesions > 5 cm lung cancer was less than 30%; there was significant variability in the selection of reference guidelines, dose fractionation patterns, and the concept of central type among units. Conclusions:The development of SBRT technology in China is in a period of steady growth, but several issues such as low training rate and lack of standardization still exist. The survey results provide important reference for clinical training and promotion of SBRT technology in China.
3.T1WI deep learning models for evaluating brain injury of neonatal hyperbilirubinemia
Jingwei CUI ; Yongchao NIU ; Beichen XIE ; Chang LIU ; Jinhui DUAN ; Qin XUE ; Ruifang YAN
Chinese Journal of Medical Imaging Technology 2025;41(3):394-398
Objective To observe the value of T1WI deep learning models for evaluating brain injury of neonatal hyperbilirubinemia(NHB).Methods Totally 106 NHB(defined as newborns with neonatal behavioral neurological assessment≤37,NHB group)and 119 non-NHB newborns(control group)in center A,as well as 34 NHB and 18 non-NHB newborns in center B were collected.ROI was delineated based on bilateral globus pallidus on T1WI.A total of 690 slices were obtained by preprocessing data of center A and then were divided into training set(n=552)and test set(n=138)at a ratio of 8∶2.ResNet18,DenseNet121 and EfficientNetB0 models was established,respectively.External validation was performed based on data of center B.Receiver operating characteristic curves were drawn,area under the curves(AUC)were calculated to evaluate the performance of models for assessing NHB brain injuries compared with traditional visual analysis.Results The AUC of ResNet18 model for evaluating NHB brain injury was 0.910-0.990,significantly higher than that of DenseNet121 model(0.710-0.820)and EfficientNetB0 model(0.640-0.740)(all P<0.001).The accuracy,sensitivity and precision of ResNet18 model for evaluating NHB brain injury were all higher than those of visual analysis(all P<0.05),while no significant difference of specificity was found between the above two(P>0.05).Conclusion T1WI ResNet18 model showed excellent performance and generalization ability for evaluating NHB brain injury.
4.A survey of clinical application of stereotactic radiotherapy technology in China in 2024
Xiaoxue KOU ; Jiayi YU ; Jingwei ZHANG ; Nan BI ; Xuwei CAI ; Guanghui CHENG ; Yufei LU ; Yanyang WANG ; Ligang XING ; Yonggang XU ; Jianxin XUE ; Li ZHANG ; Hongqing ZHUANG ; Anhui SHI
Chinese Journal of Radiation Oncology 2025;34(9):897-904
Objective:To investigate the current status of application of stereotactic body radiation therapy (SBRT) in China, aiming to provide reference for promoting the development of this technology.Methods:From January to March 2024, a questionnaire was designed and distributed online, targeting member units of the Professional Committee of Stereotactic Radiosurgery Treatment, which covers 175 radiotherapy units in 30 provinces and regions nationwide. The survey focused on the current application of SBRT technology and its utilization in the treatment of early-stage non-small cell lung cancer (NSCLC). A statistical description of the survey results was presented.Results:Of 175 questionnaires distributed, a total of 130 valid responses were collected, with an effective response rate of 74.3%. A total of 81.5% (106/130) of the units had implemented SBRT technology, and 99.1% of the respondents believed it was necessary to further promote SBRT technology, yet the actual training rate was only 67.0%. SBRT equipment configuration: there were a total of 267 SBRT equipment, featuring a diverse range of types, with traditional linear accelerators as the mainstays, accounting for 76.0% ( n=203), followed by 12.0% ( n=32) for TOMO, 6.4% ( n=17) for Cyber knife, 3.7% ( n=10) for Gamma knife, and proton/heavy ion equipment at 1.5% ( n=4), respectively. The percentage of units with multi-leaf collimator leaf widths ≤0.5 cm was 93.4% (99/106). The application of SBRT: the first radiotherapy unit commenced SBRT in 2000, and this technology entered a period of rapid growth after 2015, sustaining a steady increase over the past decade; SBRT technology was mainly applied in the brain, lung, liver, bone, adrenal gland, and kidney, with application rates of 97.2%, 94.3%, 86.8%, 71.7%, 56.6%, and 27.4%, respectively, while the application rates for the pancreas, metastatic lymph nodes, and other parts were less than 5%. Current status of SBRT technology application in early-stage NSCLC: 90.6% (96/106) of units had implemented SBRT; pre-treatment multi-disciplinary diagnosis and treatment accounted for 77% (74/96); the proportion of application units for peripheral and central type lung cancer lesions both exceeded 57.3%, whereas the application rate for ultra-central type and lesions > 5 cm lung cancer was less than 30%; there was significant variability in the selection of reference guidelines, dose fractionation patterns, and the concept of central type among units. Conclusions:The development of SBRT technology in China is in a period of steady growth, but several issues such as low training rate and lack of standardization still exist. The survey results provide important reference for clinical training and promotion of SBRT technology in China.
5.Investigation of blood lipid metabolism and risk factors of prognosis in children with systemic lupus erythematosus
Qin CHENG ; Xinyi WEI ; Wei ZHANG ; Sha LI ; Jingwei LI ; Yuanyuan PENG ; Yu FANG ; Xue XIE
Journal of Public Health and Preventive Medicine 2024;35(6):157-160
Objective To explore the characteristics of blood lipid metabolism indicators and risk factors of prognosis in children with systemic lupus erythematosus (SLE). Methods A total of 54 children who were diagnosed with SLE and hospitalized in Chengdu Women and Children’ s Central Hospital from January 2013 to August 2022 were selected. Clinical data of all children were collected and blood lipid metabolism indicators and biochemical indicators were detected , and binary logistic regression was used to analyze the prognosis risk factors in children with SLE. Results Among the 47 cases (87.04%) had abnormal blood lipid metabolism at admission, and is mainly manifested as elevated levels of LDL-C, TG and TC and decreased level of HDL-C. The proportion of cardiovascular system damage, hematological system damage, urinary protein positivity, and SLEDAI-2000 score in the group with good prognosis were lower than those in the group with poor prognosis, while the proportion of dsDNA positivity was higher in the group with poor prognosis. Binary Logistic regression analysis showed that the cardiovascular system damage and positive urinary protein were risk factors for poor prognosis, with statistically significant differences (P<0.05). Conclusion Abnormal blood lipid metabolism is common in children with SLE, and cardiovascular system damage and positive urinary protein may increase the risk of poor prognosis in young children.
6.TCM Guidelines for Diagnosis and Treatment of Chronic Cough in Children
Xi MING ; Liqun WU ; Ziwei WANG ; Bo WANG ; Jialin ZHENG ; Jingwei HUO ; Mei HAN ; Xiaochun FENG ; Baoqing ZHANG ; Xia ZHAO ; Mengqing WANG ; Zheng XUE ; Ke CHANG ; Youpeng WANG ; Yanhong QIN ; Bin YUAN ; Hua CHEN ; Lining WANG ; Xianqing REN ; Hua XU ; Liping SUN ; Zhenqi WU ; Yun ZHAO ; Xinmin LI ; Min LI ; Jian CHEN ; Junhong WANG ; Yonghong JIANG ; Yongbin YAN ; Hengmiao GAO ; Hongmin FU ; Yongkun HUANG ; Jinghui YANG ; Zhu CHEN ; Lei XIONG
Journal of Nanjing University of Traditional Chinese Medicine 2024;40(7):722-732
Following the principles of evidence-based medicine,in accordance with the structure and drafting rules of standardized documents,based on literature research,according to the characteristics of chronic cough in children and issues that need to form a consensus,the TCM Guidelines for Diagnosis and Treatment of Chronic Cough in Children was formulated based on the Delphi method,expert discussion meetings,and public solicitation of opinions.The guideline includes scope of application,terms and definitions,eti-ology and diagnosis,auxiliary examination,treatment,prevention and care.The aim is to clarify the optimal treatment plan of Chinese medicine in the diagnosis and treatment of this disease,and to provide guidance for improving the clinical diagnosis and treatment of chronic cough in children with Chinese medicine.
7.Integrative analysis of transcriptome, DNA methylome, and chromatin accessibility reveals candidate therapeutic targets in hypertrophic cardiomyopathy.
Junpeng GAO ; Mengya LIU ; Minjie LU ; Yuxuan ZHENG ; Yan WANG ; Jingwei YANG ; Xiaohui XUE ; Yun LIU ; Fuchou TANG ; Shuiyun WANG ; Lei SONG ; Lu WEN ; Jizheng WANG
Protein & Cell 2024;15(11):796-817
Hypertrophic cardiomyopathy (HCM) is the most common inherited heart disease and is characterized by primary left ventricular hypertrophy usually caused by mutations in sarcomere genes. The mechanism underlying cardiac remodeling in HCM remains incompletely understood. An investigation of HCM through integrative analysis at multi-omics levels will be helpful for treating HCM. DNA methylation and chromatin accessibility, as well as gene expression, were assessed by nucleosome occupancy and methylome sequencing (NOMe-seq) and RNA-seq, respectively, using the cardiac tissues of HCM patients. Compared with those of the controls, the transcriptome, DNA methylome, and chromatin accessibility of the HCM myocardium showed multifaceted differences. At the transcriptome level, HCM hearts returned to the fetal gene program through decreased sarcomeric and metabolic gene expression and increased extracellular matrix gene expression. In the DNA methylome, hypermethylated and hypomethylated differentially methylated regions were identified in HCM. At the chromatin accessibility level, HCM hearts showed changes in different genome elements. Several transcription factors, including SP1 and EGR1, exhibited a fetal-like pattern of binding motifs in nucleosome-depleted regions in HCM. In particular, the inhibition of SP1 or EGR1 in an HCM mouse model harboring sarcomere mutations markedly alleviated the HCM phenotype of the mutant mice and reversed fetal gene reprogramming. Overall, this study not only provides a high-precision multi-omics map of HCM heart tissue but also sheds light on the therapeutic strategy by intervening in the fetal gene reprogramming in HCM.
Cardiomyopathy, Hypertrophic/metabolism*
;
Humans
;
Animals
;
DNA Methylation
;
Mice
;
Transcriptome
;
Chromatin/genetics*
;
Early Growth Response Protein 1/metabolism*
;
Male
;
Epigenome
;
Nucleosomes/genetics*
;
Female
;
Middle Aged
;
Disease Models, Animal
;
Adult
8.Prognostic value of myocardial contraction fraction by cardiac magnetic resonance for elderly patients with cardiac amyloidosis
Wei DENG ; Huimin XU ; Yangcheng XUE ; Hongmin SHU ; Weishu HOU ; Min LIU ; Jingwei SHU ; Yongqiang YU ; Ren ZHAO ; Xiaohu LI
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2023;25(12):1251-1254
Objective To explore the prognostic value of MCF in elderly patients with cardiac amy-loidosis using CMR.Methods A retrospective analysis was conducted on 54 elderly patients with cardiac amyloidosis diagnosed in our hospital.All patients underwent CMR imaging.They were di-vided into a survival group of 25 cases and a mortality group of 29 cases based on clinical out-comes.Correlations of MCF with CMR parameters and biochemical indicators were evaluated.Cox regression analysis was performed to identify independent predictors of patient survival.Survival analysis was used to assess the value of MCF in predicting patient prognosis.Results The surviv-al group had significantly higher MCF than the mortality group[(70.63±24.72)%vs(43.59± 13.36)%,P=0.001].As MCF increasing,LVEF level was in an increasing trend,while LVMI,LVGPWT,ECV,and troponin T and NT-proBNP levels showed a decreasing trend.Multivariate Cox regression analysis revealed that MCF was an independent predictor of patient survival(HR=0.922,95%CI:0.866-0.981,P=0.011).Kaplan-Meier survival curve showed that the patients with MCF>57%had significantly higher survival rates than those with MCF ≤57%(P<0.01).Conclusion MCF is an effective imaging indicator for evaluating the prognosis of elderly patients with cardiac amyloidosis,which can help identify high-risk patients and guide clinical treatment.
9.Application and effect assessment of Mini-CEX in clinical teaching of pediatrics of Chinese medicine
Zijia CHEN ; Ni WEI ; Xiaona XUE ; Jingwei HUO ; Hongwen HAO ; Liqun WU
Chinese Journal of Medical Education Research 2021;20(9):990-993
Objective:To evaluate the application effect of mini-clinical exercise assessment (Mini-CEX) in clinical teaching of pediatrics of Chinese medicine, further optimize Mini-CEX scale with characteristics of pediatrics of Chinese medicine, and improve teachers' understanding of its connotation.Methods:A total of 50 pediatric clinical practice undergraduates were randomly divided into Mini-CEX group and control group, 25 in each group, with a total of 4 weeks of practice. The application effect of Mini-CEX was evaluated by clinical comprehensive ability assessment, and the students' evaluation on the introduction of Mini-CEX in clinical teaching was understood through questionnaire survey on the recognition, advantages and existing problems of various contents of Mini-CEX. SPSS 17.0 was used for t test and chi-square test. Results:Total scores and sub-item scores of clinical comprehensive ability examination in Mini-CEX group were higher than those in control group ( P < 0.05), and the satisfaction with teaching in Mini-CEX group was significantly higher than that in control group ( P < 0.05). Through the questionnaire, it was found that the students had a high degree of recognition for the items in the improved Mini-CEX scale, and thought it was more suitable for the internship study and effect evaluation of pediatrics of Chinese medicine, especially in the aspects of clinical communication skills and humanistic care. Conclusion:Mini-CEX has many advantages, such as improving the clinical comprehensive ability of undergraduates, teaching effect, flexible teaching methods, objective evaluation methods and focusing on the cultivation of doctor-patient communication skills, which is worthy of clinical promotion.
10.Expression of TRPM7 in breast cancer and clinicopathological characteristics
Jingwei XU ; Ting XUE ; Yu WANG ; Ying SHI ; Xiaojiao WANG ; Haiyin SUN ; Shuo WANG ; Yingchao ZHANG
Chinese Journal of Endocrine Surgery 2020;14(5):362-364
Objective:To investigate the expression level of TRPM7 in breast cancer tissues and adjacent carcinoma tissues and to analyze its clinicalpathological characteristics.Methods:The expressions of TRPM7 in 87 breast cancer and 47 adjacent tissues were detected by immunohistochemistry, and then the relationship between expression and clinicopathological characteristics was analyzed.Results:The positive rate of TRPM7 in breast cancer tissues was 66.7%, significantly higher than that in para-cancer tissues (10.6%) ( P<0.001) . Meanwhile, TRPM7 expression was much higher in those with tumor diameter≥2 cm ( P=0.023) , TNM stage III ( P=0.001) and lymph node metastasis ( P=0.015) . The expression of TRPM7 has nothing to do with patients’ age ( P=0.455) or histological grade ( P=0.577) . Conclusions:High expression of TRPM7 is associated with the development of breast cancer. TRPM7 may become a potential biological indicator to monitor the prognosis of breast cancer in the future.


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