1.MRI-based habitat radiomics for evaluating lymph node metastasis in renal cell carcinoma
Xu BAI ; Xu FU ; Honghao XU ; Shaopeng ZHOU ; Tongyu JIA ; Sicheng YI ; Houming ZHAO ; Bo LIU ; Xin LIU ; Haili LIU ; Xuetao MU ; Mengmeng ZHANG ; Lixia QI ; Huiyi YE ; Xin MA ; Haiyi WANG
Chinese Journal of Radiology 2025;59(4):384-392
Objective:To evaluate the efficacy of preoperative prediction of regional lymph node (RLN) metastasis in renal cell carcinoma (RCC) using a machine learning model based on habitat imaging radiomics from renal MRI.Methods:This cross-sectional study retrospectively analyzed 220 patients with RCC who underwent nephrectomy and RLN dissection at four medical centers of Chinese PLA General Hospital from January 2010 to August 2023. The cohort included 65 patients with RLN metastasis and 155 without. A stratified random sampling method was used to divide 175 patients from the first medical center into a training set ( n=140) and an internal test set ( n=35) in an 8∶2 ratio, while 45 patients from the third, fourth, and fifth medical centers constituted the external test set. The primary RCC lesions were categorized into 15 habitat subregions based on corticomedullary-phase enhancement and T 2WI signal intensity on MRI, and the volume fractions of different subregions were analyzed. In the training cohort, radiomics features derived from the habitat subregions were used to construct a radiomics model employing various machine learning algorithms, including extremely random trees (ET), gradient boosting decision trees (GBDT), random forest (RF), and support vector machine (SVM). The optimal model was selected and combined with RLN short-axis diameter to develop a combined model. The efficacy of each model in predicting RLN metastasis was evaluated using the receiver operating characteristic (ROC) curve. Results:The volume fraction of hyper-enhanced hyper-intense regions in the non-metastatic group was significantly higher than that in the metastatic group (0.05±0.09 vs. 0.02±0.03; t=3.00, P=0.003). Among the machine learning models constructed using 15 optimal habitat radiomics features, the SVM model demonstrated the best performance, with area under the ROC curve (AUC) values of 0.85 (95% CI 0.72-0.98) in the internal test set and 0.82 (95% CI 0.67-0.98) in the external test set, surpassing those of the ET, GBDT, and RF models. The combined model, integrating the SVM model with RLN short-axis diameter, achieved AUC values of 0.94 (95% CI 0.85-1.00) in the internal test set and 0.89 (95% CI 0.78-1.00) in the external test set, with RLN short-axis diameter contributing AUC values of 0.81 (95% CI 0.66-0.96) and 0.81 (95% CI 0.68-0.94), respectively. The diagnostic sensitivity of the combined model was 91.7% in the internal test set and 85.7% in the external test set, with specificities of 78.3% and 67.7%, respectively. Conclusion:The combined model based on MRI habitat imaging radiomics and RLN short-axis diameter demonstrates excellent preoperative assessment capability for RLN metastasis in RCC.
2.Interventional Treatment Strategy for Different Types of Pulmonary Artery Lesions in Chronic Thromboembolic Pulmonary Hypertension
Xin LI ; Tao YANG ; Yi ZHANG ; Qin LUO ; Qing ZHAO ; Qixian ZENG ; Sicheng ZHANG ; Zhihui ZHAO ; Zhihong LIU
Chinese Circulation Journal 2025;40(2):190-196
Chronic thromboembolic pulmonary hypertension is characterised by the persistent obstruction of the proximal pulmonary arteries by organized thrombi and peripheral microvascular disease,which can lead to right-sided heart failure and mortality.Pulmonary endarterectomy enables complete removal of visible obstructive elements within the pulmonary arteries and is recommended for operable patients.Nevertheless,over 40%of patients are precluded from pulmonary endarterectomy because of factors such as surgically inaccessible lesions,compromised general health status,or concurrent comorbidities or still with residual pulmonary hypertension after pulmonary endarterectomy.For inoperable patients or those with residual pulmonary hypertension after pulmonary endarterectomy,balloon pulmonary angioplasty is an effective therapeutic option,which could significantly improve the hemodynamic,exercise tolerance and outcome of the patients.With the emerging accumulation of clinical experience and evidence,2022 European Society of Cardiology/European Respiratory Society guidelines of pulmonary hypertension recommend balloon pulmonary angioplasty as an alternative therapeutic option for these patients.However,different types of lesions may have their own lesion characteristics,the strategy and device of balloon pulmonary angioplasty should thus be individually considered for different lesions,in fact,the success rate of treatment and the incidence rate of complications are varied significantly.Therefore,the aim of this review is to comprehensively summarize the existing studies on balloon pulmonary angioplasty treatment strategies for different types of lesions and the management of complications to provide guidance and reference for clinicians.
3.The value of T1 mapping in the non-invasive assessment of the Oxford classification of IgA nephropathy
Chaobo LI ; Pu CHEN ; Shaopeng ZHOU ; Huanhuan KANG ; Xuewei WEN ; Sicheng YI ; Xu BAI ; Yong WANG ; Li ZHANG ; Haiyi WANG
Chinese Journal of Internal Medicine 2025;64(10):954-962
Objective:To evaluate the diagnostic value of native T1 mapping in differentiating Oxford classification (MEST-C) scores in patients with IgA nephropathy.Methods:In this prospective study, patients who underwent both T1 mapping and renal biopsy at the First Medical Center of the Chinese PLA General Hospital between April 2023 and October 2024 were consecutively enrolled. Two radiologists, blinded to clinical and pathological information, measured renal T1 mapping parameters, including cortical T1 (cT1), medullary T1 (mT1), the corticomedullary difference (ΔT1), and the corticomedullary ratio (T1 ratio). Clinical and renal biopsy data based on the Oxford classification from patients with IgA nephropathy were collected. The Oxford classification includes five indicators: Mesangial hypercellularity (M), Endocapillary hypercellularity (E), Segmental glomerulosclerosis or adhesion (S), Tubular atrophy/interstitial fibrosis (T), and Cellular or fibrocellular crescents (C). Spearman correlation analysis was applied to evaluate the associations between MEST-C scores and T1 parameters. The diagnostic performance of T1 parameters for discriminating among scores of the Oxford classification was analyzed using the receiver operating characteristic (ROC) curve.Results:A total of 124 patients with IgA nephropathy were included in this study [66 males, 58 females; age 19-70 years, 39 (30, 51) years]. Except for the E indicator, M, S, T, and C were significantly correlated with renal T1 values ( ρ=0.177-0.414, all P<0.05). cT1 showed the best diagnostic efficacy for the S score, with an area under the curve (AUC) of 0.798, a sensitivity of 68.7%, and a specificity of 88.0%. The best T1 parameter for differentiating the T score was the T1 ratio, with an AUC of 0.687, a sensitivity of 57.9%, and a specificity of 79.1%. Conclusion:Native T1 mapping can be used for the non-invasive assessment of the S and T scores in the Oxford classification of patients with IgA nephropathy.
4.Interventional Treatment Strategy for Different Types of Pulmonary Artery Lesions in Chronic Thromboembolic Pulmonary Hypertension
Xin LI ; Tao YANG ; Yi ZHANG ; Qin LUO ; Qing ZHAO ; Qixian ZENG ; Sicheng ZHANG ; Zhihui ZHAO ; Zhihong LIU
Chinese Circulation Journal 2025;40(2):190-196
Chronic thromboembolic pulmonary hypertension is characterised by the persistent obstruction of the proximal pulmonary arteries by organized thrombi and peripheral microvascular disease,which can lead to right-sided heart failure and mortality.Pulmonary endarterectomy enables complete removal of visible obstructive elements within the pulmonary arteries and is recommended for operable patients.Nevertheless,over 40%of patients are precluded from pulmonary endarterectomy because of factors such as surgically inaccessible lesions,compromised general health status,or concurrent comorbidities or still with residual pulmonary hypertension after pulmonary endarterectomy.For inoperable patients or those with residual pulmonary hypertension after pulmonary endarterectomy,balloon pulmonary angioplasty is an effective therapeutic option,which could significantly improve the hemodynamic,exercise tolerance and outcome of the patients.With the emerging accumulation of clinical experience and evidence,2022 European Society of Cardiology/European Respiratory Society guidelines of pulmonary hypertension recommend balloon pulmonary angioplasty as an alternative therapeutic option for these patients.However,different types of lesions may have their own lesion characteristics,the strategy and device of balloon pulmonary angioplasty should thus be individually considered for different lesions,in fact,the success rate of treatment and the incidence rate of complications are varied significantly.Therefore,the aim of this review is to comprehensively summarize the existing studies on balloon pulmonary angioplasty treatment strategies for different types of lesions and the management of complications to provide guidance and reference for clinicians.
5.The value of T1 mapping in the non-invasive assessment of the Oxford classification of IgA nephropathy
Chaobo LI ; Pu CHEN ; Shaopeng ZHOU ; Huanhuan KANG ; Xuewei WEN ; Sicheng YI ; Xu BAI ; Yong WANG ; Li ZHANG ; Haiyi WANG
Chinese Journal of Internal Medicine 2025;64(10):954-962
Objective:To evaluate the diagnostic value of native T1 mapping in differentiating Oxford classification (MEST-C) scores in patients with IgA nephropathy.Methods:In this prospective study, patients who underwent both T1 mapping and renal biopsy at the First Medical Center of the Chinese PLA General Hospital between April 2023 and October 2024 were consecutively enrolled. Two radiologists, blinded to clinical and pathological information, measured renal T1 mapping parameters, including cortical T1 (cT1), medullary T1 (mT1), the corticomedullary difference (ΔT1), and the corticomedullary ratio (T1 ratio). Clinical and renal biopsy data based on the Oxford classification from patients with IgA nephropathy were collected. The Oxford classification includes five indicators: Mesangial hypercellularity (M), Endocapillary hypercellularity (E), Segmental glomerulosclerosis or adhesion (S), Tubular atrophy/interstitial fibrosis (T), and Cellular or fibrocellular crescents (C). Spearman correlation analysis was applied to evaluate the associations between MEST-C scores and T1 parameters. The diagnostic performance of T1 parameters for discriminating among scores of the Oxford classification was analyzed using the receiver operating characteristic (ROC) curve.Results:A total of 124 patients with IgA nephropathy were included in this study [66 males, 58 females; age 19-70 years, 39 (30, 51) years]. Except for the E indicator, M, S, T, and C were significantly correlated with renal T1 values ( ρ=0.177-0.414, all P<0.05). cT1 showed the best diagnostic efficacy for the S score, with an area under the curve (AUC) of 0.798, a sensitivity of 68.7%, and a specificity of 88.0%. The best T1 parameter for differentiating the T score was the T1 ratio, with an AUC of 0.687, a sensitivity of 57.9%, and a specificity of 79.1%. Conclusion:Native T1 mapping can be used for the non-invasive assessment of the S and T scores in the Oxford classification of patients with IgA nephropathy.
6.MRI-based habitat radiomics for evaluating lymph node metastasis in renal cell carcinoma
Xu BAI ; Xu FU ; Honghao XU ; Shaopeng ZHOU ; Tongyu JIA ; Sicheng YI ; Houming ZHAO ; Bo LIU ; Xin LIU ; Haili LIU ; Xuetao MU ; Mengmeng ZHANG ; Lixia QI ; Huiyi YE ; Xin MA ; Haiyi WANG
Chinese Journal of Radiology 2025;59(4):384-392
Objective:To evaluate the efficacy of preoperative prediction of regional lymph node (RLN) metastasis in renal cell carcinoma (RCC) using a machine learning model based on habitat imaging radiomics from renal MRI.Methods:This cross-sectional study retrospectively analyzed 220 patients with RCC who underwent nephrectomy and RLN dissection at four medical centers of Chinese PLA General Hospital from January 2010 to August 2023. The cohort included 65 patients with RLN metastasis and 155 without. A stratified random sampling method was used to divide 175 patients from the first medical center into a training set ( n=140) and an internal test set ( n=35) in an 8∶2 ratio, while 45 patients from the third, fourth, and fifth medical centers constituted the external test set. The primary RCC lesions were categorized into 15 habitat subregions based on corticomedullary-phase enhancement and T 2WI signal intensity on MRI, and the volume fractions of different subregions were analyzed. In the training cohort, radiomics features derived from the habitat subregions were used to construct a radiomics model employing various machine learning algorithms, including extremely random trees (ET), gradient boosting decision trees (GBDT), random forest (RF), and support vector machine (SVM). The optimal model was selected and combined with RLN short-axis diameter to develop a combined model. The efficacy of each model in predicting RLN metastasis was evaluated using the receiver operating characteristic (ROC) curve. Results:The volume fraction of hyper-enhanced hyper-intense regions in the non-metastatic group was significantly higher than that in the metastatic group (0.05±0.09 vs. 0.02±0.03; t=3.00, P=0.003). Among the machine learning models constructed using 15 optimal habitat radiomics features, the SVM model demonstrated the best performance, with area under the ROC curve (AUC) values of 0.85 (95% CI 0.72-0.98) in the internal test set and 0.82 (95% CI 0.67-0.98) in the external test set, surpassing those of the ET, GBDT, and RF models. The combined model, integrating the SVM model with RLN short-axis diameter, achieved AUC values of 0.94 (95% CI 0.85-1.00) in the internal test set and 0.89 (95% CI 0.78-1.00) in the external test set, with RLN short-axis diameter contributing AUC values of 0.81 (95% CI 0.66-0.96) and 0.81 (95% CI 0.68-0.94), respectively. The diagnostic sensitivity of the combined model was 91.7% in the internal test set and 85.7% in the external test set, with specificities of 78.3% and 67.7%, respectively. Conclusion:The combined model based on MRI habitat imaging radiomics and RLN short-axis diameter demonstrates excellent preoperative assessment capability for RLN metastasis in RCC.
7.Comparison of percutaneous Kirschner wiring and elastic intramedullary nailing for radial neck fractures in children
Hailong MA ; Xiwei SUN ; Fang LIU ; Zhongtuo HUA ; Yi YUAN ; Sicheng ZHANG
Chinese Journal of Orthopaedic Trauma 2024;26(8):691-697
Objective:To compare percutaneous Kirschner wiring and elastic intramedullary nailing after ultrasound-guided reduction in the treatment of radial neck fractures in children.Methods:A retrospective study was conducted to analyze the 96 children with radial neck fracture who had been admitted to Department of Orthopedics, Children's Hospital of Anhui Province from January 2020 to January 2023. They were 51 boys and 45 girls with an age of (7.0±2.5) years. By the Judet classification, there were 74 cases of type Ⅲ and 22 cases of type IV. Twenty-one cases were treated with percutaneous Kirschner wiring after ultrasound-guided reduction (Kirschner wire group) while 75 cases with elastic intramedullary nailing after ultrasound-guided reduction (intramedullary nail group). The surgical time, fluoroscopy frequency, fracture healing time, and incidence of complications were compared between the 2 groups. Their postoperative X-ray films were evaluated according to the Métaizeau criteria, and elbow joint function was evaluated according to the Steel and Gtrham scoring at the last follow-up.Results:There was no statistically significant difference in the preoperative general data between the 2 groups, indicating comparability ( P>0.05). The 96 pediatric patients were followed up for (10.6±4.2) months after surgery. The surgical time [(18.5±2.6) minutes] and fluoroscopy frequency [4.0 (3.0, 4.0) times] in the Kirschner wire group were significantly less than those in the intramedullary nail group [(30.9±2.7) minutes, 8.0 (7.0, 9.0) times] ( P<0.05). There was no statistically significant difference in fracture healing time, good and excellent rate of postoperative reduction by the Métaizeau criteria, good and excellent rate of elbow joint function by the Steel and Gtrham scoring at the last follow-up, or incidence of complications ( P>0.05). Conclusion:In the treatment of radial neck fractures in children, both ultrasound-guided percutaneous Kirschner wiring and elastic intramedullary nailing after ultrasound-guided reduction can lead to similar therapeutic effects, but the former can shorten surgical time, reduce intraoperative fluoroscopy frequency, and spare a secondary surgery.
8.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.
9.Investigation on Coronavirus Disease-2019,Clinical Characteristics and Influencing Factors in Patients With Pulmonary Hypertension During the Coronavirus Disease-2019 Pandemic
Anqi DUAN ; Yi ZHANG ; Zhihui ZHAO ; Qing ZHAO ; Xin LI ; Zhihua HUANG ; Meixi HU ; Sicheng ZHANG ; Luyang GAO ; Qin LUO ; Zhihong LIU
Chinese Circulation Journal 2023;38(12):1285-1290
Objectives:To investigate the prevalence,clinical characteristics and risk factors of coronavirus disease-2019(COVID-19)in patients with pulmonary hypertension(PH). Methods:A questionnaire survey was conducted from December 30,2022 to January 6,2023 through the WeChat official account of the PH Patients Mutual Aid Organization.PH patients aged≥18 years from 26 province(municipality/autonomous region)were recruited to fill in the electronic survey questionnaire. Results:A total of 293 valid questionnaires were collected from PH patients.The mean age of patients was(40.6±12.7)years,and 226 patients(77.1%)of them were female.The vaccination rate was 59.7%(175/293),117 patients(39.9%)received three or more doses of vaccine,145 patients(49.5%)received inactivated vaccine.242 patients(82.6%)had COVID-19.The most common symptoms during infection were fever(85.5%),cough(77.7%),and fatigue(66.5%).10.7%of the patients had severe or critical COVID-19.Age(OR =1.057,95%CI:1.027-1.087,P<0.001)and comorbid pulmonary disease(OR=3.341,95%CI:1.215-9.184,P=0.019)were associated with severe or critical COVID-19.After adjusting for confounding factors,age was an independent risk factor for severe or critical COVID-19(OR=1.049,95%CI:1.019-1.080,P=0.001).Severe or critical COVID-19 was an independent risk factor for worsening heart failure in PH patients during COVID-19 pandemic(OR=10.522,95%CI:4.311-25.682,P<0.001). Conclusions:The immunization coverage of PH patients is insufficient.PH patients have a higher risk of developing severe or critical COVID-19 than general population.Ageing is an independent risk factor for severe or critical COVID-19,and the risk of worsening heart failure in PH patients with severe or critical COVID-19 is significantly increased during COVID-19 pandemic.
10.Clinical significance of telomerase reverse transcriptase promoter mutation in radioactive iodine refractory papillary thyroid cancer
Tingting WANG ; Gangming CAI ; Yi PAN ; Heming GUO ; Sicheng LI ; Qi MA ; Zhixue YANG ; Longjiang XU ; Ji HU ; Chen FANG
Chinese Journal of Nuclear Medicine and Molecular Imaging 2022;42(2):90-95
Objective:To evaluate the influence of telomerase reverse transcriptase (TERT) promoter mutation on radioiodine uptake status of radioactive iodine refractory papillary thyroid cancer (RAIR-PTC) and radioiodine therapy response by analyzing the mutation frequency of TERT promoter in RAIR-PTC.Methods:A total of 37 patients with RAIR-PTC (15 males, 22 females, age (49.8±16.1) years) and 40 PTC patients with effective radioiodine therapy (13 males, 27 females, age (39.8±10.9) years) between January 2005 and June 2020 in JiangYuan Hospital Affiliated to Jiangsu Institute of Nuclear Medicine were retrospectively analyzed. TERT promoter mutation and B-Raf proto-oncogene, serine/threonine kinase (BRAF) V600E mutation of patients were observed. The differences across genotype patterns on radioiodine uptake status and therapy response were compared. The Fisher′s exact test and independent-sample t test were used for data analysis. Results:The incidence rate of TERT promoter mutation in the RAIR-PTC group was 40.54% (15/37, all C228T), which was significantly higher than that in the effective radioiodine therapy group (0, 0/40; P<0.001). No statistically significant difference was found for the mutation rate of BRAF V600E between the RAIR group (64.86%, 24/37) and the effective radioiodine therapy group (72.50%, 29/40; P=0.858). Patients with TERT promoter mutation were older ( t=3.76, P=0.001) and the non-intake rate of radioiodine in distant metastases of those patients was higher ( P=0.037). Furthermore, 2/3 of patients who received targeted therapies and 3/4 deaths had TERT promoter mutation. Among 35 patients with negative thyroglobulin antibody (TgAb), 11/14 of patients with TERT mutation had a rising stimulated thyroglobulin (sTg), while the percentage of the non-TERT mutation group was 57.1% (12/21; P=0.357). Conclusion:The TERT promoter mutation rate is significantly increased in RAIR-PTC patients and can serve as a prognostic predictor in RAIR.

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