1.Effect of miR-195-5p on myocardial fibrosis in atrial fibrillation rats by targeting SMAD homolog 7 to regulate TGF-β1
Ailing YANG ; Ling LIN ; Mingyue SHEN ; Mei HOU ; Rong SU ; Hu ZHANG ; Yunfei LI
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(1):27-32
Objective To investigate the effect and mechanism of miR-195-5p on myocardial fibro-sis in rats with atrial fibrillation(AF).Methods A total of 72 male SD rats were randomly divid-ed into control group,AF group,negative control group,miR-195-5p inhibitor group,recombinant adeno-associated virus serotype 9(rAAV9)group(miR-195-5p inhibitor+rAAV9-negative con-trol),and combination group[miR-195-5p inhibitor+rAAV9-siRNA-SMAD homolog 7(Smad)],with 12 rats in each group.Except for the control group,the rats in the other groups were inflicted to construct AF model.After receiving corresponding intervention measures,elec-trocardiography was conducted to record the incidence and the duration of AF.HE staining and Masson staining were used to observe the pathological changes and fibrosis in the myocardial tis-sues,respectively.qRT-PCR was applied to detect the mRNA levels of miR-195-5p and Smad7,and Western blotting was performed to detect the expression of TGF-β1,Smad2,p-Smad2,Smad3,p-Smad3,Smad7,Collagen-Ⅰ and Collagen-Ⅲ in the myocardial tissues.Dual luciferase assay was used to verify the regulatory effect of miR-195-5p on Smad7.Results Compared with the control group,the AF group had significantly higher AF incidence(75.0%vs 0)and longer duration(27.02±2.65 s vs 0 s),larger collagen volume fraction(CVF)[(14.47±0.89)%vs(2.12±0.35)%],and increased expression levels of miR-195-5p(3.27±0.21 vs 1.00±0.10),TGF-β1(0.76±0.08 vs 0.23±0.04),Collagen-Ⅰ(0.58±0.07 vs 0.20±0.04),Collagen-Ⅲ(0.46±0.05 vs 0.11±0.02),p-Smad2/Smad2(0.92±0.10 vs 0.37±0.05),and p-Smad3/Smad3(0.65±0.06 vs 0.14±0.03),but notably decreased expression of Smad7 at mRNA(0.32±0.06 vs 1.02±0.09)and protein(0.19±0.03 vs 0.58±0.07)levels in the myocardial tissues(P<0.05).The AF incidence and duration,CVF,miR-195-5p level,and protein levels of TGF-β1,Collagen-Ⅰ,Colla-gen-Ⅲ,p-Smad2/Smad2,and p-Smad3/Smad3 were significantly decreased,and the mRNA and protein levels of Smad7 were significantly increased in the miR-195-5p inhibitor group than the AF group and the negative control group(P<0.05).The combined treatment increased the inci-dence and duration of AF,CVF,myocardial TGF-β1,Collagen-Ⅰ,Collagen-Ⅲ,p-Smad2/Smad2 and p-Smad3/Smad3 expression levels,and decreased the mRNA and protein expressions of Smad7 when compared with the miR-195-5p inhibitor group and the rAAV9 group(P<0.05).Conclusion Down-regulation of miR-195-5p alleviates myocardial fibrosis in AF rats probably by targeting Smad7 to inhibit TGF-β1 signaling.
2.Integrated multiomics analysis and artificial neural network reveal patient stratification and prognosis of adrenocortical carcinoma in the Chinese population
Yunfei YU ; Sikui SHEN ; Xin YAN ; Zhihong LIU ; Shengzhuo LIU ; Yuchun ZHU ; Qiang DONG
Journal of Modern Urology 2025;30(11):988-1005
Objective To explore the biological characteristics associated with different subtypes and the response to immunotherapy by integrating multiomics analysis and artificial neural networks(ANN)to delineate the precise molecular subtypes of adrenocortical carcinoma(ACC)and establish a prognostic prediction model,in order to provide reference for the accurate prognosis assessment and individualized treatment of ACC.Methods The multiomics data of 44 Chinese ACC patients admitted to the Department of Urology,West China Hospital of Sichuan University during Jan.1,2012 and Dec.31,2022 were integrated,including genomic,transcriptomic and clinical features.Ten different clustering algorithms were employed for consensus clustering to identify robust molecular subtypes.The results were then incorporated into an ANN model to construct an ANN-driven prognostic index(ANPI)for patient stratification and survival prediction.Results Three distinct molecular subtypes(cancer subtypes,CS1-3)with significantly different prognoses were identified,among which CS1 exhibited the poorest survival outcomes.A set of 20 core genes was selected to form the basis of the ANPI model.ANPI effectively stratified patients into high-and low-risk groups:patients in the low-ANPI group had significantly better overall survival and exhibited"hot tumor"immune phenotypes,suggesting greater benefits from immunotherapy.In contrast,high-ANPI patients had worse prognoses and displayed"cold tumor"characteristics with weaker immunotherapy responses.Conclusion Our integrative multiomics analysis illustrated the molecular landscape of ACC in the Chinese population and uncovered the key immune-related features linked to clinical outcomes.The ANPI model demonstrated strong performance in prognostic prediction and immunotherapy response assessment,offering a valuable tool for precision oncology and clinical decision-making.
3.Effect of miR-195-5p on myocardial fibrosis in atrial fibrillation rats by targeting SMAD homolog 7 to regulate TGF-β1
Ailing YANG ; Ling LIN ; Mingyue SHEN ; Mei HOU ; Rong SU ; Hu ZHANG ; Yunfei LI
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(1):27-32
Objective To investigate the effect and mechanism of miR-195-5p on myocardial fibro-sis in rats with atrial fibrillation(AF).Methods A total of 72 male SD rats were randomly divid-ed into control group,AF group,negative control group,miR-195-5p inhibitor group,recombinant adeno-associated virus serotype 9(rAAV9)group(miR-195-5p inhibitor+rAAV9-negative con-trol),and combination group[miR-195-5p inhibitor+rAAV9-siRNA-SMAD homolog 7(Smad)],with 12 rats in each group.Except for the control group,the rats in the other groups were inflicted to construct AF model.After receiving corresponding intervention measures,elec-trocardiography was conducted to record the incidence and the duration of AF.HE staining and Masson staining were used to observe the pathological changes and fibrosis in the myocardial tis-sues,respectively.qRT-PCR was applied to detect the mRNA levels of miR-195-5p and Smad7,and Western blotting was performed to detect the expression of TGF-β1,Smad2,p-Smad2,Smad3,p-Smad3,Smad7,Collagen-Ⅰ and Collagen-Ⅲ in the myocardial tissues.Dual luciferase assay was used to verify the regulatory effect of miR-195-5p on Smad7.Results Compared with the control group,the AF group had significantly higher AF incidence(75.0%vs 0)and longer duration(27.02±2.65 s vs 0 s),larger collagen volume fraction(CVF)[(14.47±0.89)%vs(2.12±0.35)%],and increased expression levels of miR-195-5p(3.27±0.21 vs 1.00±0.10),TGF-β1(0.76±0.08 vs 0.23±0.04),Collagen-Ⅰ(0.58±0.07 vs 0.20±0.04),Collagen-Ⅲ(0.46±0.05 vs 0.11±0.02),p-Smad2/Smad2(0.92±0.10 vs 0.37±0.05),and p-Smad3/Smad3(0.65±0.06 vs 0.14±0.03),but notably decreased expression of Smad7 at mRNA(0.32±0.06 vs 1.02±0.09)and protein(0.19±0.03 vs 0.58±0.07)levels in the myocardial tissues(P<0.05).The AF incidence and duration,CVF,miR-195-5p level,and protein levels of TGF-β1,Collagen-Ⅰ,Colla-gen-Ⅲ,p-Smad2/Smad2,and p-Smad3/Smad3 were significantly decreased,and the mRNA and protein levels of Smad7 were significantly increased in the miR-195-5p inhibitor group than the AF group and the negative control group(P<0.05).The combined treatment increased the inci-dence and duration of AF,CVF,myocardial TGF-β1,Collagen-Ⅰ,Collagen-Ⅲ,p-Smad2/Smad2 and p-Smad3/Smad3 expression levels,and decreased the mRNA and protein expressions of Smad7 when compared with the miR-195-5p inhibitor group and the rAAV9 group(P<0.05).Conclusion Down-regulation of miR-195-5p alleviates myocardial fibrosis in AF rats probably by targeting Smad7 to inhibit TGF-β1 signaling.
4.Integrated multiomics analysis and artificial neural network reveal patient stratification and prognosis of adrenocortical carcinoma in the Chinese population
Yunfei YU ; Sikui SHEN ; Xin YAN ; Zhihong LIU ; Shengzhuo LIU ; Yuchun ZHU ; Qiang DONG
Journal of Modern Urology 2025;30(11):988-1005
Objective To explore the biological characteristics associated with different subtypes and the response to immunotherapy by integrating multiomics analysis and artificial neural networks(ANN)to delineate the precise molecular subtypes of adrenocortical carcinoma(ACC)and establish a prognostic prediction model,in order to provide reference for the accurate prognosis assessment and individualized treatment of ACC.Methods The multiomics data of 44 Chinese ACC patients admitted to the Department of Urology,West China Hospital of Sichuan University during Jan.1,2012 and Dec.31,2022 were integrated,including genomic,transcriptomic and clinical features.Ten different clustering algorithms were employed for consensus clustering to identify robust molecular subtypes.The results were then incorporated into an ANN model to construct an ANN-driven prognostic index(ANPI)for patient stratification and survival prediction.Results Three distinct molecular subtypes(cancer subtypes,CS1-3)with significantly different prognoses were identified,among which CS1 exhibited the poorest survival outcomes.A set of 20 core genes was selected to form the basis of the ANPI model.ANPI effectively stratified patients into high-and low-risk groups:patients in the low-ANPI group had significantly better overall survival and exhibited"hot tumor"immune phenotypes,suggesting greater benefits from immunotherapy.In contrast,high-ANPI patients had worse prognoses and displayed"cold tumor"characteristics with weaker immunotherapy responses.Conclusion Our integrative multiomics analysis illustrated the molecular landscape of ACC in the Chinese population and uncovered the key immune-related features linked to clinical outcomes.The ANPI model demonstrated strong performance in prognostic prediction and immunotherapy response assessment,offering a valuable tool for precision oncology and clinical decision-making.
5.Expert consensus on the diagnosis and treatment of osteoporotic proximal humeral fracture with integrated traditional Chinese and Western medicine (version 2024)
Xiao CHEN ; Hao ZHANG ; Man WANG ; Guangchao WANG ; Jin CUI ; Wencai ZHANG ; Fengjin ZHOU ; Qiang YANG ; Guohui LIU ; Zhongmin SHI ; Lili YANG ; Zhiwei WANG ; Guixin SUN ; Biao CHENG ; Ming CAI ; Haodong LIN ; Hongxing SHEN ; Hao SHEN ; Yunfei ZHANG ; Fuxin WEI ; Feng NIU ; Chao FANG ; Huiwen CHEN ; Shaojun SONG ; Yong WANG ; Jun LIN ; Yuhai MA ; Wei CHEN ; Nan CHEN ; Zhiyong HOU ; Xin WANG ; Aiyuan WANG ; Zhen GENG ; Kainan LI ; Dongliang WANG ; Fanfu FANG ; Jiacan SU
Chinese Journal of Trauma 2024;40(3):193-205
Osteoporotic proximal humeral fracture (OPHF) is one of the common osteoporotic fractures in the aged, with an incidence only lower than vertebral compression fracture, hip fracture, and distal radius fracture. OPHF, secondary to osteoporosis and characterized by poor bone quality, comminuted fracture pattern, slow healing, and severely impaired shoulder joint function, poses a big challenge to the current clinical diagnosis and treatment. In the field of diagnosis, treatment, and rehabilitation of OPHF, traditional Chinese and Western medicine have accumulated rich experience and evidence from evidence-based medicine and achieved favorable outcomes. However, there is still a lack of guidance from a relevant consensus as to how to integrate the advantages of the two medical systems and achieve the integrated diagnosis and treatment. To promote the diagnosis and treatment of OPHF with integrated traditional Chinese and Western medicine, relevant experts from Orthopedic Expert Committee of Geriatric Branch of Chinese Association of Gerontology and Geriatrics, Youth Osteoporosis Group of Orthopedic Branch of Chinese Medical Association, Osteoporosis Group of Orthopedic Surgeon Branch of Chinese Medical Doctor Association, and Osteoporosis Committee of Shanghai Association of Integrated Traditional Chinese and Western Medicine have been organized to formulate Expert consensus on the diagnosis and treatment of osteoporotic proximal humeral fracture with integrated traditional Chinese and Western medicine ( version 2024) by searching related literatures and based on the evidences from evidence-based medicine. This consensus consists of 13 recommendations about the diagnosis, treatment and rehabilitation of OPHF with integrated traditional Chinese medicine and Western medicine, aimed at standardizing, systematizing, and personalizing the diagnosis and treatment of OPHF with integrated traditional Chinse and Western medicine to improve the patients ′ function.
6.Clinical evaluation of elderly patients with sarcopenia receiving Shenling baizhu powder combined with nutrition and exercise intervention
Huanhuan JIANG ; Dong CHEN ; Aishuang FU ; Yanlei GE ; Qiang WANG ; Shizi LI ; Huiqin SHEN ; Xia LI ; Yingcong WANG ; Yunfei CHEN
China Pharmacy 2024;35(21):2652-2657
OBJECTIVE To explore the safety, effectiveness, and cost-effectiveness of elderly patients with sarcopenia receiving Shenling baizhu powder combined with nutrition and exercise intervention, providing a reference for rational clinical drug use. METHODS A total of 237 elderly sarcopenia patients were randomly assigned to an observation group (118 cases) and a control group (119 cases). Both groups of patients received nutrition and exercise intervention; the observation group added Shenling baizhu powder (6 g each time, three times daily) on this basis. The safety, effectiveness, and cost-effectiveness of the two plans were compared after 3 months. RESULTS Both groups of patients completed the follow-up. Before intervention, no significant difference was observed in skeletal muscle index (SMI), grip strength, and 6-minute walk test (6MWT) speed between the two groups (P>0.05). After intervention, the grip strength of the patients in the observation group was significantly greater than that of the control group (25.05 kg vs. 23.18 kg, P<0.01); the treatment response rate of sarcopenia, SMI, and 6MWT speed were higher than those of the control group, butthe differences were not statistically significant (P>0.05). The adverse reaction/event rate of the patients in the observation group was lower than that of the control group (14.41% vs. 16.81%, P=0.611), but the difference was not statistically significant. Compared with the control group’s plan, the cost of the observation group’s plan was higher (981.25 yuan vs. 913.94 yuan), and the effect was better (effectiveness rate: 0.618 6 vs. 0.563 0), with an incremental cost-effectiveness ratio of 1 210.61 yuan. The results of the sensitivity analysis were consistent with the cost-effectiveness analysis results. CONCLUSION Elderly patients with sarcopenia who receive Shenling baizhu powder combined with nutrition and exercise intervention can significantly strengthen grip strength without increasing the incidence of adverse reactions/events. Compared with the control group plan, the observation group needs to spend an additional 1 210.61 yuan for each additional effective patient with sarcopenia.
7.A trinity strategy for the treatment of multiple orthopedic trauma and assessment of its clinical application
Xiao CHEN ; Guangchao WANG ; Hao ZHANG ; Kaiyang LYV ; Qirong ZHOU ; Yunfei NIU ; Yan HU ; Yuanwei ZHANG ; Zuhao LI ; Hao SHEN ; Jin CUI ; Sicheng WANG ; Zhengrong GU ; Zhen GENG ; Dongliang WANG ; Zhehao FAN ; Shihao SHENG ; Chongru HE ; Jun FEI ; Yunfeng CHEN ; Haodong LIN ; Guohui LIU ; Zhiyong HOU ; Jiacan SU
Chinese Journal of Trauma 2024;40(10):888-896
Objective:To explore the clinical value of a trinity strategy for the treatment of multiple orthopedic trauma.Methods:A retrospective case series study was conducted to analyze the clinical data of 1 267 patients with multiple orthopedic trauma admitted to Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine and the First Affiliated Hospital of Navy Medical University from June 2013 to May 2023, including 862 males and 405 females, aged 18-93 years [(55.2±19.8)years]. Associated injuries included hemorrhagic shock in 632 patients, traumatic wet lung in 274, cranial injuries in 135, abdominal and pelvic bleeding in 116, pneumothorax in 89, urinary injury in 13, and vesical rupture in 8. All the patients were treated with the trinity strategy and the treatment process was divided into the phases of first aid, remodeling, and rehabilitation. The first aid phase focused on stabilizing symptoms and saving lives; the remodeling phase centered on restoring the anatomical structure and alignment; the rehabilitation phase aimed for functional recovery through the integration of both Western and traditional Chinese medicine. The all-cause mortality within 30 days after surgery and fracture healing time were calculated; the excellent and good rates of Constant-Murley shoulder score, Mayo elbow score, Gartland-Werley wrist score, Harris hip score, Hospital for Special Surgery (HSS) knee score and the American Orthopedic Foot & Ankle Society (AOFAS) ankle-hindfoot score at the last follow-up and the overall excellent and good rate of all joint function scores were measured. The short form health survey (SF-36) scores were collected preoperatively and at 6 months postoperatively, including 8 aspects such as physical functioning, physical role, bodily pain, general health, vitality, social functioning, emotional role, and mental health. The incidence of postoperative complications was recorded.Results:All the patients were followed up for 6-18 months [(10.2±4.2)months]. The mortality rate during the acute phase (within 30 days after surgery) was 2.37% with 12 deaths due to hemorrhagic shock, 10 due to traumatic brain injury, 6 due to multiple organ dysfunction syndrome (MODS), and 2 due to pulmonary infection. The average fracture healing time averaged 3.8-18 months [(11.5±4.2)months], with 89.49% of the patients having bone union within 12 months after surgery, 8.93% having bone union within 18 months after surgery, and 1.58% undergoing reoperation. For the patients with internal fixation failure and nonunion, the average healing time was extended to (10.2±2.2)months and (13.7±3.3)months respectively. At the last follow-up, the excellent and good rates of Constant-Murley shoulder score, Mayo elbow score, Gartland-Werley wrist score, Harris hip score, HSS knee score, and AOFAS ankle-hindfoot score were 83.93%, 90.24%, 94.12%, 85.57%, 88.46%, and 92.31% respectively, with an overall excellent and good rate of 89.11%. At 6 months after surgery, the SF-36 scores of all the patients in the eight dimensions,including the physical functioning, physical role, bodily pain, general health, vitality, social functioning, emotional role, and mental health were (74.4±8.6)points, (44.7±14.4)points, (77.4±10.9)points, (68.4±18.2)points, (72.5±16.0)points, (76.8±8.7)points, (49.9±17.6)points, and (72.8±17.9)points, significantly improved compared with those before operation [(63.4±12.7)points, (30.9±17.4)points, (56.4±18.0)points, (55.4±24.7)points, (53.5±21.0)points, (55.8±24.3)points, (36.9±24.0)points, (58.8±21.6)points] ( P<0.01). Complications of different degrees occurred in 214 patients (16.89%), including lung infections in 118 patients (9.31%), lower extremity deep vein thrombosis in 50(3.95%), pressure injuries in 26(2.05%), internal fixation failure in 12(0.95%), and nonunion in 8(0.63%). Conclusions:The trinity strategy provides whole-process management, personalized treatment, and overall rehabilitation for multiple orthopedic trauma. It can decrease mortality, shorten fracture healing time, improve joint function and quality of life, and reduce the incidence of complications.
8.Impact of COVID-19 epidemic on inventory of red blood cells in local and municipal blood stations in China
Weina CHEN ; Jianling ZHONG ; Yueping DING ; Weizhen LYU ; Jian ZHANG ; Lin BAO ; Feng YAN ; Li LI ; Dexu CHU ; Guanlin HU ; Ruijuan YANG ; Bo LI ; Xiaofeng ZHEN ; Youhua SHEN ; Wen ZHANG ; Jie YANG ; Wei ZHANG ; Yunfei LI ; Liang BAI ; Ning LI ; Yian LIANG ; Lili ZHU ; Qingsong YUAN ; Qingjie MA
Chinese Journal of Blood Transfusion 2023;36(10):903-906
【Objective】 To evaluate and analyze the impact of COVID-19 epidemic on inventory of red blood cells (RBCs)in local and municipal blood stations in China, and to provide reference for the management of public health emergencies. 【Methods】 Relevant data from 2018 to 2021 were collected, and the differences in the volume of qualified RBCs, the usage efficiency of inventory RBCs, the average daily distribution of RBCs,the blood distribution rate of RBCs prepared by 400 mL whole blood, the difference in the average storage days of RBCs at the time of distribution, the average daily inventory of RBCs and the time of the average daily inventory of RBCs to maintain the distribution in 24 local and municipal blood stations in China during the COVID-19 epidemic and non-epidemic periods were retrospectively analyzed. 【Results】 Compared with non-epidemic periods, the volume of qualified RBCs [(117 525.979 ±52 203.175)U] and the average daily distribution of RBCs [( 156. 468 ± 70. 186) U ] increased significantly, but the usage efficiency of inventory RBCs decreased(97.24%±0.51%) significantly (P<0.05).There was no significant difference in the blood distribution rate of RBCs prepared by 400 mL whole blood(73.88%±20.30%), the average storage days of RBCs distribution(13.040 ±3.486), the average daily stock quantity of RBCs[(2 280.542 ±1 446.538) U ] and the time of the average daily inventory of RBCs to maintain the distribution[(15.062 ±7.453) d] (P>0.5). 【Conclusion】 During the COVID-19 epidemic, the inventory management of RBCs operated well, the overall inventory remained relatively stable, the stock composition and storage period showed no significant change.
9.Chinese expert consensus on the diagnosis and treatment of osteoporotic periarticular fracture of the shoulder in the elderly (version 2023)
Yan HU ; Dongliang WANG ; Xiao CHEN ; Zhongmin SHI ; Fengjin ZHOU ; Jianzheng ZHANG ; Yanxi CHEN ; Liehu CAO ; Sicheng WANG ; Jianfei WANG ; Hongliang WANG ; Yong FENG ; Zhimin YING ; Chengdong HU ; Qinglin HAN ; Ming LI ; Xiaotao CHEN ; Zhengrong GU ; Biaotong HUANG ; Liming XIONG ; Yunfei ZHANG ; Zhiwei WANG ; Baoqing YU ; Yong WANG ; Lei ZHANG ; Lei YANG ; Peijian TONG ; Ximing LIU ; Qiang ZHOU ; Feng NIU ; Weiguo YANG ; Wencai ZHANG ; Shijie CHEN ; Jinpeng JIA ; Qiang YANG ; Tao SHEN ; Bin YU ; Peng ZHANG ; Yong ZHANG ; Jun MIAO ; Kuo SUN ; Haodong LIN ; Yinxian YU ; Jinwu WANG ; Kun TAO ; Daqian WAN ; Lei WANG ; Xin MA ; Chengqing YI ; Hongjian LIU ; Kun ZHANG ; Guohui LIU ; Dianying ZHANG ; Zhiyong HOU ; Xisheng WENG ; Yingze ZHANG ; Jiacan SU
Chinese Journal of Trauma 2023;39(4):289-298
Periarticular fracture of the shoulder is a common type of fractures in the elderly. Postoperative adverse events such as internal fixation failure, humeral head ischemic necrosis and upper limb dysfunction occur frequently, which seriously endangers the exercise and health of the elderly. Compared with the fracture with normal bone mass, the osteoporotic periarticular fracture of the shoulder is complicated with slow healing and poor rehabilitation, so the clinical management becomes more difficult. At present, there is no targeted guideline or consensus for this type of fracture in China. In such context, experts from Youth Osteoporosis Group of Chinese Orthopedic Association, Orthopedic Expert Committee of Geriatrics Branch of Chinese Association of Gerontology and Geriatrics, Osteoporosis Group of Youth Committee of Chinese Association of Orthopedic Surgeons and Osteoporosis Committee of Shanghai Association of Chinese Integrative Medicine developed the Chinese expert consensus on the diagnosis and treatment of osteoporotic periarticular fracture of the shoulder in the elderly ( version 2023). Nine recommendations were put forward from the aspects of diagnosis, treatment strategies and rehabilitation of osteoporotic periarticular fracture of the shoulder, hoping to promote the standardized, systematic and personalized diagnosis and treatment concept and improve functional outcomes and quality of life in elderly patients with osteoporotic periarticular fracture of the shoulder.
10.Study of standardizing nomenclatures for organs at risk of nasopharyngeal carcinoma via the contouring content-based image retrieval method
Xiuying MAI ; Shen HUANG ; Zhenfang ZHONG ; Wanjia ZHENG ; Shuxian CHEN ; Guangsen HUANG ; Su ZHOU ; Sijuan HUANG ; Yunfei XIA ; Xiaoyan HUANG ; Xin YANG
Chinese Journal of Radiation Oncology 2021;30(8):803-810
Objective:Based on the AAPM TG-263, a Content-Based Standardizing Nomenclatures (CBSN) was proposed to explore the feasibility of its standardization verification for organs at risk (OAR) of nasopharyngeal carcinoma (NPC).Methods:The radiotherapy structure files of 855 patients with nasopharyngeal carcinoma (NPC) receiving intensity-modulated radiotherapy (IMRT) from 2017 to 2019(15 of whom showed clinical anomalous structures) were retrospectively collected and processed. The Matlab self-developed software was used to obtain the image position, geometric features, first-order gray histogram, and the Gray-level Co-occurrence Matrix′s texture features of the OAR contour outlined by the doctor to establish the CBSN Location Verification model and CBSN Knowledge Library. Fisher discriminant analysis was employed to establish a CBSN OAR classification model, which was evaluated using self-validation, cross-validation, and external validation, respectively.Results:99%(69/70) of the simulated anomalous structures were outside the 90% reference range of the CBSN Knowledge Library and the characteristic parameters significantly differed among different OARs (all P<0.001). The accuracy rates of self-validation, cross-validation and external verification of the CBSN OAR classification model were 92.1%, 92.0% and 91.8%, respectively. Fourteen cases of clinical abnormal structures were successfully detected by CBSN with an accuracy rate of 93%(14/15). In the simulation test, the accuracy of the left and right location verification reached 100%, such as detecting the right eye lens named Len_L. Conclusion:CBSN can be used for OAR verification of NPC, providing reference for multi-center cooperation and standardized radiotherapy of NPC patients.

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