1.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.
2.Automatic recognition and segmentation of brachial plexus in ultrasonic images based on deep learning
Duo SHI ; Han ZHANG ; Peipei LIU ; Ruichao ZHANG ; Qingyu LIU ; Hao SUN ; Xiaofang FU ; Mengjie DOU ; Junpu HU ; Changqin SUN ; Keyan LI ; Jianqiu HU ; Guangquan ZHOU ; Ligang CUI ; Ping ZHOU ; Faqin LYU
Chinese Journal of Ultrasonography 2025;34(9):737-744
Objective:To propose a deep learning(DL)-based ultrasound imaging auxiliary tool for automatic segmentation and recognition of the brachial plexus(BP),and to enhance the accuracy and safety of clinical procedures.Methods:It was a multicenter study that collected 773 healthy subjects from Peking University Third Hospital and its branch campuses,the Third Medical Center of the Chinese PLA General Hospital,and Shanghai Eighth People's Hospital between August 2024 and February 2025. Brachial plexus(BP)images in the interscalene groove were captured used high-frequency ultrasound by senior sonographers,a dataset comprising 1 289 standardized images were constructed and the improved model(CHA-TransUNet)was trained. The test set was input into 6 different models(CHA-TransUNet,R50-Unet,TransUnet,SegFormer,SwinUnet,MISSFormer)for segmentation. Segmentation accuracy was evaluated using metrics including the Dice similarity coefficient(DSC),95% Hausdorff distance(HD95)and mean intersection over union(mIoU),and was compared with the segmentation results of 3 ultrasound physicians with varying experience levels(junior physicians and senior physicians)to validate the model's segmentation efficacy.Results:The CHA-TransUNet model established based on a dataset of 1 289 standardized images achieved segmentation results for the BP with a DSC of 90.15%,mIoU of 91.02%,and HD95 of 8.08. Its accuracy was higher than other mainstream models(DSC:90.15% vs. 87.60%,87.77%,81.35%,84.78%,84.55%),significantly better than junior physicians(DSC:90.15% vs. 68.73%, Z=-127.76, P<0.001),and approached the level of senior physician(DSC:90.15% vs. 86.15%, Z=-31.33, P=0.549). The model demonstrated superior boundary recognition in complex anatomical structures(e.g.,C6/C7 nerve roots)compared to ultrasound physicians(junior and senior)(HD95:8.08 vs. 26.34,17.44,56.80). Conclusions:This study proposes an analysis model for BP ultrasound images,CHA-TransUNet. This model achieves segmentation and recognition of the BP with relatively complex pathways and structures. The model exhibits high accuracy and stability,outperforming current mainstream network models and junior physicians while approaching the performance level of senior physicians. It assists junior physicians or trainees in more accurately identifying and localizing the BP.
3.Automatic recognition and segmentation of brachial plexus in ultrasonic images based on deep learning
Duo SHI ; Han ZHANG ; Peipei LIU ; Ruichao ZHANG ; Qingyu LIU ; Hao SUN ; Xiaofang FU ; Mengjie DOU ; Junpu HU ; Changqin SUN ; Keyan LI ; Jianqiu HU ; Guangquan ZHOU ; Ligang CUI ; Ping ZHOU ; Faqin LYU
Chinese Journal of Ultrasonography 2025;34(9):737-744
Objective:To propose a deep learning(DL)-based ultrasound imaging auxiliary tool for automatic segmentation and recognition of the brachial plexus(BP),and to enhance the accuracy and safety of clinical procedures.Methods:It was a multicenter study that collected 773 healthy subjects from Peking University Third Hospital and its branch campuses,the Third Medical Center of the Chinese PLA General Hospital,and Shanghai Eighth People's Hospital between August 2024 and February 2025. Brachial plexus(BP)images in the interscalene groove were captured used high-frequency ultrasound by senior sonographers,a dataset comprising 1 289 standardized images were constructed and the improved model(CHA-TransUNet)was trained. The test set was input into 6 different models(CHA-TransUNet,R50-Unet,TransUnet,SegFormer,SwinUnet,MISSFormer)for segmentation. Segmentation accuracy was evaluated using metrics including the Dice similarity coefficient(DSC),95% Hausdorff distance(HD95)and mean intersection over union(mIoU),and was compared with the segmentation results of 3 ultrasound physicians with varying experience levels(junior physicians and senior physicians)to validate the model's segmentation efficacy.Results:The CHA-TransUNet model established based on a dataset of 1 289 standardized images achieved segmentation results for the BP with a DSC of 90.15%,mIoU of 91.02%,and HD95 of 8.08. Its accuracy was higher than other mainstream models(DSC:90.15% vs. 87.60%,87.77%,81.35%,84.78%,84.55%),significantly better than junior physicians(DSC:90.15% vs. 68.73%, Z=-127.76, P<0.001),and approached the level of senior physician(DSC:90.15% vs. 86.15%, Z=-31.33, P=0.549). The model demonstrated superior boundary recognition in complex anatomical structures(e.g.,C6/C7 nerve roots)compared to ultrasound physicians(junior and senior)(HD95:8.08 vs. 26.34,17.44,56.80). Conclusions:This study proposes an analysis model for BP ultrasound images,CHA-TransUNet. This model achieves segmentation and recognition of the BP with relatively complex pathways and structures. The model exhibits high accuracy and stability,outperforming current mainstream network models and junior physicians while approaching the performance level of senior physicians. It assists junior physicians or trainees in more accurately identifying and localizing the BP.
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.Application and effect evaluation of MOOC combined with flipped classroom in the teaching of urology courses
Ying FU ; Ligang CUI ; Ling JIANG ; Shi TAN
Basic & Clinical Medicine 2024;44(10):1474-1477
Objective To develope and evaluate the outcomes of combining"Curriculum Ideological and Political Education"with interactive teaching in ultrasonic practice class.Methods Fifty-one sophomores in the medical en-gineering cross experimental class of Beihang University who participated in the ultrasonic course in 2022 were se-lected as research objects.They were divided into two groups:one group adopted the classic teaching mode,the an-other group adopted the"Curriculum Ideological and Political Education"interactive teaching mode.After the train-ing,a questionnaire survey and a written examination of basic knowledge were conducted.The test scores of the two groups and the feedback from questionnaires for teaching effect were compared.Results There was no significant difference in the theoretical exam achievement rate between the two groups of students.The students'learning initia-tive and understanding of doctors'profession after the application of this new training method were significantly im-proved as compared with the classic lecture group,with a statistical difference.Student feedback showed that more ideological and political elements needed to be integrated into the ultrasound medicine classroom.Conclusions It is a good teaching method to integrate the interactive teaching of"Curriculum Ideological and Political Education"with learning of ultrasonic specialized courses.
6.Chinese expert consensus on the diagnosis and treatment of traumatic cerebrospinal fluid leakage in adults (version 2023)
Fan FAN ; Junfeng FENG ; Xin CHEN ; Kaiwei HAN ; Xianjian HUANG ; Chuntao LI ; Ziyuan LIU ; Chunlong ZHONG ; Ligang CHEN ; Wenjin CHEN ; Bin DONG ; Jixin DUAN ; Wenhua FANG ; Guang FENG ; Guoyi GAO ; Liang GAO ; Chunhua HANG ; Lijin HE ; Lijun HOU ; Qibing HUANG ; Jiyao JIANG ; Rongcai JIANG ; Shengyong LAN ; Lihong LI ; Jinfang LIU ; Zhixiong LIU ; Zhengxiang LUO ; Rongjun QIAN ; Binghui QIU ; Hongtao QU ; Guangzhi SHI ; Kai SHU ; Haiying SUN ; Xiaoou SUN ; Ning WANG ; Qinghua WANG ; Yuhai WANG ; Junji WEI ; Xiangpin WEI ; Lixin XU ; Chaohua YANG ; Hua YANG ; Likun YANG ; Xiaofeng YANG ; Renhe YU ; Yongming ZHANG ; Weiping ZHAO
Chinese Journal of Trauma 2023;39(9):769-779
Traumatic cerebrospinal fluid leakage commonly presents in traumatic brain injury patients, and it may lead to complications such as meningitis, ventriculitis, brain abscess, subdural hematoma or tension pneumocephalus. When misdiagnosed or inappropriately treated, traumatic cerebrospinal fluid leakage may result in severe complications and may be life-threatening. Some traumatic cerebrospinal fluid leakage has concealed manifestations and is prone to misdiagnosis. Due to different sites and mechanisms of trauma and degree of cerebrospinal fluid leak, treatments for traumatic cerebrospinal fluid leakage varies greatly. Hence, the Craniocerebral Trauma Professional Group of Neurosurgery Branch of Chinese Medical Association and the Neurological Injury Professional Group of Trauma Branch of Chinese Medical Association organized relevant experts to formulate the " Chinese expert consensus on the diagnosis and treatment of traumatic cerebrospinal fluid leakage in adults ( version 2023)" based on existing clinical evidence and experience. The consensus consisted of 16 recommendations, covering the leakage diagnosis, localization, treatments, and intracranial infection prevention, so as to standardize the diagnosis and treatment of traumatic cerebrospinal fluid leakage and improve the overall prognosis of the patients.
7.A case report of familial renal cell carcinoma
Guangyue LUO ; Chaozhao LIANG ; Ligang ZHANG ; Meng ZHANG ; Li ZHANG ; Haoqiang SHI ; Jun ZHOU ; Zongyao HAO
Chinese Journal of Urology 2022;43(4):294-295
A total of 4 patients with renal cancer were admitted to our hospital from October 2006 to September 2015 in a familial renal cancer family. Among the 4 patients, 1 patient showed unilateral multiple clear cell carcinoma, 1 patient showed bilateral multiple clear cell carcinoma, and 2 patients showed bilateral multiple chromophobe cell carcinoma. No mutation of VHL or FLCN gene was found in all patients by genetic analysis.
8.Serum uric acid predicts outcomes after intravenous thrombolysis in patients with acute ischemic stroke
Ligang ZHU ; Yan YANG ; Peiqin SHI ; Zhenjie SUN
International Journal of Cerebrovascular Diseases 2022;30(6):408-413
Objective:To investigate the correlation and predictive value of serum uric acid (SUA) and short-term clinical outcomes after intravenous thrombolysis in patients with acute ischemic stroke (AIS).Methods:Patients with AIS received intravenous thrombolysis in the First Affiliated Hospital of Kangda College of Nanjing Medical University from July 1, 2018 to March 31, 2022 were retrospectively enrolled. Fasting SUA, blood glucose and blood lipids were measured the next morning after admission. The modified Rankin Scale was used to evaluate the functional outcome at discharge. 0-2 points were defined as good outcome, and 3-6 points were defined as poor outcome. Multivariate logistic regression analysis was used to determine the independent risk factors for poor short-term outcome in patients with AIS after intravenous thrombolysis. The receiver operating characteristic (ROC) curve was used to evaluate the predictive value of SUA for poor short-term outcome after intravenous thrombolysis. Results:A total of 291 patients were enrolled during the study. Among them, 197 (67.70%) were male, aged 65.02±11.56 years. The median baseline National Institutes of Health Stroke Scale (NIHSS) score was 5 (interquartile range 3-11), and the SUA was 322.06±90.54 μmol/L. Univariate analysis showed that the age, proportions of patients with atrial fibrillation and cardiogenic embolism, baseline fasting blood glucose and NIHSS scores in the poor outcome group were significantly higher than those in the good outcome group, while the SUA after intravenous thrombolysis was significantly lower than that in the good outcome group (all P<0.05). Multivariable logistic regression analysis showed that higher SUA was independently associated with the good outcomes (odds ratio [ OR] 0.986, 95% confidence interval [ CI] 0.985-0.991; P<0.01), while older age ( OR 1.047, 95% CI 1.021-1.075; P<0.01) and baseline NIHSS score ( OR 1.155, 95% CI 1.063-1.254; P<0.01) were independently associated with the poor outcomes. ROC curve analysis showed that the area under the curve of poor outcome predicted by SUA was 0.642 (95% CI 0.552-0.732; P=0.002), the best cutoff value was 307.45 μmol/L, and the sensitivity and specificity of prediction were 57.7% and 68.0% respectively. Conclusion:Higher SUA is associated with the short-term outcome of patients with AIS after intravenous thrombolytic therapy, but its predictive value of the outcomes is limited.
9.Molecular diagnosis and treatment of meningiomas: an expert consensus (2022).
Jiaojiao DENG ; Lingyang HUA ; Liuguan BIAN ; Hong CHEN ; Ligang CHEN ; Hongwei CHENG ; Changwu DOU ; Dangmurenjiapu GENG ; Tao HONG ; Hongming JI ; Yugang JIANG ; Qing LAN ; Gang LI ; Zhixiong LIU ; Songtao QI ; Yan QU ; Songsheng SHI ; Xiaochuan SUN ; Haijun WANG ; Yongping YOU ; Hualin YU ; Shuyuan YUE ; Jianming ZHANG ; Xiaohua ZHANG ; Shuo WANG ; Ying MAO ; Ping ZHONG ; Ye GONG
Chinese Medical Journal 2022;135(16):1894-1912
ABSTRACT:
Meningiomas are the most common primary intracranial neoplasm with diverse pathological types and complicated clinical manifestations. The fifth edition of the WHO Classification of Tumors of the Central Nervous System (WHO CNS5), published in 2021, introduces major changes that advance the role of molecular diagnostics in meningiomas. To follow the revision of WHO CNS5, this expert consensus statement was formed jointly by the Group of Neuro-Oncology, Society of Neurosurgery, Chinese Medical Association together with neuropathologists and evidence-based experts. The consensus provides reference points to integrate key biomarkers into stratification and clinical decision making for meningioma patients.
REGISTRATION
Practice guideline REgistration for transPAREncy (PREPARE), IPGRP-2022CN234.
Humans
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Meningioma/pathology*
;
Consensus
;
Neurosurgical Procedures
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Meningeal Neoplasms/pathology*
10.Regulation of CacyBP/SIP-mediated Parkin-dependent mitophagy on apoptosis and cycle of dopaminergic neurons
Ligang ZHU ; Bo SUN ; Qiang TONG ; Quan CHEN ; Xiangyang TIAN ; Yan YANG ; Peiqin SHI ; Zhenjie SUN
Chinese Journal of Neuromedicine 2022;21(10):1003-1011
Objective:To investigate the regulation of Parkin-dependent mitophagy mediated by calcyclin-binding protein and Siah-1 interacting protein (CacyBP/SIP) on apoptosis and cycle of dopaminergic (DA) neurons.Methods:SH-SY5Y cells were divided into model group, control group and CacyBP/SIP group; cells in the model group were treated with 1-methyl-4-phenylpyridine (MPP +, 0.5 mmol/L) for 24 h, and cells in the control group and CacyBP/SIP group were transfected with empty lentivirus or CacyBP/SIP-sgRNA lentivirus on the basis of MMP +(0.5 mmol/L) treatment for 24 h, respectively. Western blotting was used to detect the protein expression levels of CacyBP/SIP, microtubule-associated protein l light chain 3 (LC3), lysosome-associated membrane protein 2 (LAMP2), phosphatase and tensin homolog ten induced kinase 1 (Pink1), Parkin, P53, Bcl-2, and Bax; flow cytometry was used to detect the cell apoptosis and cycle; immunofluorescent single staining was used to detect the expressions of LC3 and LAMP2; immunofluorescent double staining was used to detect the coexpressions of CacyBP/SIP and Parkin. Results:As compared with the model group and control group, the CacyBP/SIP group had significant reduction in protein expressions of CacyBP/SIP, LAMP2, Pink1, and Parkin, LC3-II/I ratio, immunofluorescent staining intensities of LC3-II and LAMP2, and Bcl-2 protein expressions ( P<0.05). As compared with the model group and control group, the CacyBP/SIP group had significantly increased Bax protein expression, significantly decreased Bcl-2/Bax ratio, significantly increased apoptosis rate, significantly increased P53 protein expression, significantly increased proportion of cells at G1 phase, and significantly decreased immunofluorescent intensity of CacyBP/SIP and Parkin co-expressions ( P<0.05). Conclusion:After knocking out CacyBP/SIP gene, the decrease of Parkin protein leads to cell cycle being arrested at G1 stage, and mediates the decrease of Parkin-dependent mitochondrial autophagy, thereby leading to increased cell apoptosis.

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