1.Value of combined predictive model based on dual-layer detector spectral CT multiparametric radiomic features and quantitative parameters in preoperative diagnosis of gastric cancer serosal invasion
Huachun MA ; Qingguo DING ; Cen SHI ; Xinglu LI ; Wenbin SHEN ; Ximing WANG
Chinese Journal of Radiology 2025;59(9):1003-1010
Objective:To construct a combined prediction model based on dual-layer detector spectral CT radiomics features and quantitative parameters, and to evaluate its value in preoperative prediction of serosal invasion in gastric cancer.Methods:This case-control study retrospectively analyzed data from 253 gastric cancer patients confirmed by postoperative pathology at the First Affiliated Hospital of Soochow University (Center 1) and Changshu No.2 People′s Hospital (Center 2) from January 2022 to December 2023. Patients from Center 1 ( n=157) were randomly divided into training set ( n=110) and test set ( n=47) in a 7∶3 ratio, while patients from Center 2 ( n=96) served as an external validation set. Based on postoperative pathological serosal invasion status, patients were classified into serosal invasion group ( n=164) and non-serosal invasion group ( n=89), with distributions of 70/40, 30/17, and 64/32 in the training, test, and external validation sets, respectively. Spectral CT quantitative parameters, including arterial and venous phase iodine concentration (IC), normalized iodine concentration (NIC), arterial-venous IC differences, arterial-venous NIC differences (NIC pa), arterial enhancement fraction (AEF), and effective atomic number (Z eff), were measured. Radiomics features were extracted from venous-phase 40 keV monochromatic images. The least absolute shrinkage and selection operator (LASSO) algorithm was used for feature selection. The logistic regression classifier (LR-LASSO) was applied to construct the radiomics model. Univariate and multivariate logistic regression analyses identified independent risk factors for serosal invasion, including the radiomics signature (RadScore) and quantitative parameters. A clinical model was built using significant quantitative parameters, and a combined model integrated RadScore. An artificial model was based on cT4 staging assessed by two radiologists using venous-phase CT. The diagnostic performance of each model was evaluated using the area under the receiver operating characteristic curve (AUC), calibration curves, and decision curve analysis (DCA). Results:A total of six radiomics features were selected to establish the radiomics model. RadScore ( OR=7.598, 95% CI 2.259-25.562, P=0.001) and NIC pa ( OR=4.598, 95% CI 1.404-15.050, P=0.012) served as independent risk factors. The NIC pa served as the clinical model. The AUCs (95% CI) of the combined model in the training, test, and external validation sets were 0.984 (0.969-1.000), 0.855 (0.728-0.982), and 0.773 (0.665-0.882), respectively. The AUCs of the artificial model were 0.741, 0.670, 0.644; of the clinical model were 0.709, 0.633, 0.626. The AUCs of the radiomics model were 0.963, 0.824, 0.741, respectively. Calibration curves showed good agreement between predicted probability and observed probability. The DCA confirmed higher clinical net benefits for the combined model. Conclusion:The combined model integrating dual-layer detector spectral CT radiomics features and quantitative parameters exhibits high efficacy for preoperative prediction of gastric cancer serosal invasion.
2.Value of combined predictive model based on dual-layer detector spectral CT multiparametric radiomic features and quantitative parameters in preoperative diagnosis of gastric cancer serosal invasion
Huachun MA ; Qingguo DING ; Cen SHI ; Xinglu LI ; Wenbin SHEN ; Ximing WANG
Chinese Journal of Radiology 2025;59(9):1003-1010
Objective:To construct a combined prediction model based on dual-layer detector spectral CT radiomics features and quantitative parameters, and to evaluate its value in preoperative prediction of serosal invasion in gastric cancer.Methods:This case-control study retrospectively analyzed data from 253 gastric cancer patients confirmed by postoperative pathology at the First Affiliated Hospital of Soochow University (Center 1) and Changshu No.2 People′s Hospital (Center 2) from January 2022 to December 2023. Patients from Center 1 ( n=157) were randomly divided into training set ( n=110) and test set ( n=47) in a 7∶3 ratio, while patients from Center 2 ( n=96) served as an external validation set. Based on postoperative pathological serosal invasion status, patients were classified into serosal invasion group ( n=164) and non-serosal invasion group ( n=89), with distributions of 70/40, 30/17, and 64/32 in the training, test, and external validation sets, respectively. Spectral CT quantitative parameters, including arterial and venous phase iodine concentration (IC), normalized iodine concentration (NIC), arterial-venous IC differences, arterial-venous NIC differences (NIC pa), arterial enhancement fraction (AEF), and effective atomic number (Z eff), were measured. Radiomics features were extracted from venous-phase 40 keV monochromatic images. The least absolute shrinkage and selection operator (LASSO) algorithm was used for feature selection. The logistic regression classifier (LR-LASSO) was applied to construct the radiomics model. Univariate and multivariate logistic regression analyses identified independent risk factors for serosal invasion, including the radiomics signature (RadScore) and quantitative parameters. A clinical model was built using significant quantitative parameters, and a combined model integrated RadScore. An artificial model was based on cT4 staging assessed by two radiologists using venous-phase CT. The diagnostic performance of each model was evaluated using the area under the receiver operating characteristic curve (AUC), calibration curves, and decision curve analysis (DCA). Results:A total of six radiomics features were selected to establish the radiomics model. RadScore ( OR=7.598, 95% CI 2.259-25.562, P=0.001) and NIC pa ( OR=4.598, 95% CI 1.404-15.050, P=0.012) served as independent risk factors. The NIC pa served as the clinical model. The AUCs (95% CI) of the combined model in the training, test, and external validation sets were 0.984 (0.969-1.000), 0.855 (0.728-0.982), and 0.773 (0.665-0.882), respectively. The AUCs of the artificial model were 0.741, 0.670, 0.644; of the clinical model were 0.709, 0.633, 0.626. The AUCs of the radiomics model were 0.963, 0.824, 0.741, respectively. Calibration curves showed good agreement between predicted probability and observed probability. The DCA confirmed higher clinical net benefits for the combined model. Conclusion:The combined model integrating dual-layer detector spectral CT radiomics features and quantitative parameters exhibits high efficacy for preoperative prediction of gastric cancer serosal invasion.
3.Expert consensus for the clinical application of autologous bone marrow enrichment technique for bone repair (version 2023)
Junchao XING ; Long BI ; Li CHEN ; Shiwu DONG ; Liangbin GAO ; Tianyong HOU ; Zhiyong HOU ; Wei HUANG ; Huiyong JIN ; Yan LI ; Zhonghai LI ; Peng LIU ; Ximing LIU ; Fei LUO ; Feng MA ; Jie SHEN ; Jinlin SONG ; Peifu TANG ; Xinbao WU ; Baoshan XU ; Jianzhong XU ; Yongqing XU ; Bin YAN ; Peng YANG ; Qing YE ; Guoyong YIN ; Tengbo YU ; Jiancheng ZENG ; Changqing ZHANG ; Yingze ZHANG ; Zehua ZHANG ; Feng ZHAO ; Yue ZHOU ; Yun ZHU ; Jun ZOU
Chinese Journal of Trauma 2023;39(1):10-22
Bone defects caused by different causes such as trauma, severe bone infection and other factors are common in clinic and difficult to treat. Usually, bone substitutes are required for repair. Current bone grafting materials used clinically include autologous bones, allogeneic bones, xenografts, and synthetic materials, etc. Other than autologous bones, the major hurdles of rest bone grafts have various degrees of poor biological activity and lack of active ingredients to provide osteogenic impetus. Bone marrow contains various components such as stem cells and bioactive factors, which are contributive to osteogenesis. In response, the technique of bone marrow enrichment, based on the efficient utilization of components within bone marrow, has been risen, aiming to extract osteogenic cells and factors from bone marrow of patients and incorporate them into 3D scaffolds for fabricating bone grafts with high osteoinductivity. However, the scientific guidance and application specification are lacked with regard to the clinical scope, approach, safety and effectiveness. In this context, under the organization of Chinese Orthopedic Association, the Expert consensus for the clinical application of autologous bone marrow enrichment technique for bone repair ( version 2023) is formulated based on the evidence-based medicine. The consensus covers the topics of the characteristics, range of application, safety and application notes of the technique of autologous bone marrow enrichment and proposes corresponding recommendations, hoping to provide better guidance for clinical practice of the technique.
4.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.
5.Progress of unilateral breast cancer undergoing contralateral prophylactic mastectomy
Kaiwen SHEN ; Jingyuan ZHU ; Ximing GU ; Jie WANG ; Longdi YAO
International Journal of Surgery 2021;48(3):190-194
A growing number of people with unilateral breast cancer have chosen to undergo contralateral prophylactic mastectomy in order to prevent the occurrence of second primary breast cancer and thus avoid associated treatment and death. Contralateral prophylactic mastectomy has been considered beneficial in high-risk populations, such as premenopausal BRCA1/2 mutation carriers. As a result, contralateral prophylactic mastectomy acceptance in patients with no such mutation is controversial. Contralateral prophylactic mastectomy can reduce the risk by up to 95%. Therefore, it is very important to evaluate the risk of contralateral breast cancer and to make appropriate surgical treatment. A review of risk factors for contralateral breast cancer and the benefits of contralateral prophylactic mastectomy in patients with unilateral breast cancer is presented.
6.Expert consensus on rehabilitation strategies for traumatic spinal cord injury
Liehu CAO ; Feng NIU ; Wencai ZHANG ; Qiang YANG ; Shijie CHEN ; Guoqing YANG ; Boyu WANG ; Yanxi CHEN ; Guohui LIU ; Dongliang WANG ; Ximing LIU ; Xiaoling TONG ; Guodong LIU ; Hongjian LIU ; Tao LUO ; Zhongmin SHI ; Biaotong HUANG ; Wenming CHEN ; Qining WANG ; Shaojun SONG ; Lili YANG ; Tongsheng LIU ; Dawei HE ; Zhenghong YU ; Jianzheng ZHANG ; Zhiyong HOU ; Zengwu SHAO ; Dianying ZHANG ; Haodong LIN ; Baoqing YU ; Yunfeng CHEN ; Xiaodong ZHU ; Qinglin HANG ; Zhengrong GU ; Xiao CHEN ; Yan HU ; Liming XIONG ; Yunfei ZHANG ; Yong WANG ; Lei ZHANG ; Lei YANG ; Peijian TONG ; Jinpeng JIA ; Peng ZHANG ; Yong ZHANG ; Kuo SUN ; Tao SHEN ; Shiwu DONG ; Jianfei WANG ; Hongliang WANG ; Yong FENG ; Zhimin YING ; Chengdong HU ; Ming LI ; Xiaotao CHEN ; Weiguo YANG ; Xing WU ; Jiaqian ZHOU ; Haidong XU ; Bobin MI ; Yingze ZHANG ; Jiacan SU
Chinese Journal of Trauma 2020;36(5):385-392
TSCI have dyskinesia and sensory disturbance that can cause various life-threaten complications. The patients with traumatic spinal cord injury (TSCI), seriously affecting the quality of life of patients. Based on the epidemiology of TSCI and domestic and foreign literatures as well as expert investigations, this expert consensus reviews the definition, injury classification, rehabilitation assessment, rehabilitation strategies and rehabilitation measures of TSCI so as to provide early standardized rehabilitation treatment methods for TSCI.
7.Evaluation of the PI-RADS scoring system for detection of prostate cancer with targeted MRI-TRUS fusion-guided biopsy
Jie BAO ; Ximing WANG ; Mo ZHU ; Xiaoxia PING ; Chunhong HU ; Junkang SHEN
Journal of Practical Radiology 2017;33(8):1217-1221
Objective To evaluate the prostate imaging reporting and data system(PI-RADS) version 1 and version 2 for detection of prostate cancer (PCa) by multiparametric magnetic resonance imaging (MpMRI) in a consecutive cohort of patients with magnetic resonance imaging/transrectal ultrasonography (MRI-TRUS) fusion-guided biopsy.Methods 30 suspicious lesions including 15 prostate cancer and 15 non cancer at 3.0 T MpMRI were scored according to the PI-RADS V1(≥ 3 scores in at least one MRI sequence)system before MRI-TRUS fusion guided biopsy and correlated to histopathology results.PI-RADS V2 and Likert scores were determined retrospectively,diagnostic accuracy was determined using receiver operating characteristic curve analysis.Results The PI-RADS score of the dominant lesion was significantly higher in patients with PCa compared to patients with negative histopathology (PI-RADS V1:12.10±2.60 vs 7.47±1.98,P<0.05;PI-RADS V2:4.21±1.18 vs 2.79±0.92,P<0.05);Using a Likert score cut-off ≥ 4,a sensitivity of 73.7%,a specificity of 78.9%, positive predictive value of 77.74% and a negative predictive value of 75.00% (AUC=0.778,95%CI:0.63-0.93), a PI-RADS V1 cut-off ≥ 10,a sensitivity of 73.7%,a specificity of 94.7%,positive predictive value of 93.29% and a negative predictive value of 78.26% (AUC=0.911,95%CI:0.82-1.00) and PI-RADS V2 cut-off ≥ 4,a sensitivity of 57.9%, a specificity of 100%, positive predictive value of 100% and a negative predictive value of 73.37% (AUC=0.837,95%CI:0.70-0.97) were achieved.Conclusion The described fusion system is dependable and efficient for targeted MRI-TRUS fusion-guided biopsy.MpMRI PI-RADS scores combined with a novel real-time MRI-TRUS fusion system facilitate sufficient diagnosis of PCa with high sensitivity and specificity,PI-RADS scores appears to be the preferable method for the evaluation of prostate cancer than Likert score, while V2 does not perform better than V1.
8.Effects of antagonistic peptide specifically binding to second extracellular loop of CCR5 on inflammatory cell infiltration and TNF-α expression in lung tissues of asthmatic mice induced by OVA
Rongrong LIANG ; Wenjing LI ; Juan LIU ; Ximing SHEN ; Huarong HUANG
Chinese Journal of Pathophysiology 2017;33(4):596-602
AIM: To investigate the effects of antagonistic peptide specifically binding to the second extracellular loop of CC chemokine receptor 5 (CCR5) on inflammatory cell infiltration and TNF-α expression in lung tissues of asthmatic mice.METHODS: The asthmatic model of BALB/c mice was induced by ovalbumin (OVA) and the optimal sensitization concentration of OVA was screened.After modeling, the mice were intervened by gradual concentrations of antagonistic peptide via tail-vein injection.The pathocytological analysis and grading were performed in the lung tissues with HE staining.The expression of TNF-α at mRNA and protein levels in the lung tissues was determined by real-time PCR and Western blot.RESULTS: The optimal concentration of OVA was 500 mg/L (0.1 mL) as this concentration of OVA stably induced moderate degree of inflammation in the BALB/c mice.Treatment with different concentrations (1.5 g/L, 2.5 g/L and 3.5 g/L) of antagonistic peptide at 0.2 mL through tail-vein injection inhibited the expression of TNF-α, and markedly reduced the degree of inflammation in the lung tissues.The optimal concentration of antagonistic peptide was 2.5 g/L as the lung inflammation degree in 2.5 g/L group alleviated by 2 grades, and the number of inflammatory cells was also significantly reduced.Moreover, the mRNA expression abundance of TNF-α was nearly decreased by 90%, and the protein expression of TNF-α was decreased by 70% compared with model group.Meanwhile, the use of antagonistic peptide at 2.5 g/L before OVA stimulation confirmed the preventive function to some degree.In this group, the lung inflammation degree alleviated by 1 grade, and the expression of TNF-α at both mRNA and protein levels decreased by nearly 50%.CONCLUSION: The antagonistic peptide of CCR5 effectively inhibits the expression of TNF-α and relieves the inflammation in the asthmatic mouse lung tissues in a concentration-dependent manner.
9.Effects of antagonistic peptides binding specifically with first and second extracellular loops of CCR5 on colitis rats induced by TNBS
Mei HU ; Yangda SONG ; Sixue LIU ; Yihang SONG ; Ximing SHEN ; Huarong HUANG ; Yingqiang ZHONG
Chinese Journal of Pathophysiology 2017;33(5):902-907
AIM:To study the effects of antagonistic peptides binding specifically with the first and second extracellular loops (ECL1 and ECL2) of C-C chemokine receptor 5 (CCR5) on the colitis rats induced by trinitrobenzenesulfonic acid (TNBS) and the mechanisms.METHODS:The colitis model of SD rats was induced by TNBS (100 mg/kg).The effects of 2 antagonistic peptides at different doses (ECL1:25, 35 and 45 mg/kg;ECL2:15, 25 and 35 mg/kg) on the model rats including the changes of disease activity index (DAI), colon macroscopic damage index (CMDI) and histological grading were observed.The mRNA and protein expression levels of TNF-α and COX-2 in the colonic mucosa were detected by real-time PCR and Western blot, respectively.RESULTS:Compared with model group, the changes of DAI, CMDI and histopathological injury of the rats treated with ECL2 antagonistic peptide HY at an appropriate dose were significantly reduced (P<0.05), and the protein and mRNA expression levels of TNF-α and COX-2 were significantly decreased (P<0.05).However, the effects of ECL1 antagonistic peptide GH on all scores and the expression levels of TNF-α and COX-2 were not obvious.CONCLUSION:ECL2 antagonistic peptide HY relieves TNBS-induced colitis in SD rats via down-regulating the expressions of TNF-α and COX-2 in the colonic mucosa, while the effect of ECL1 antagonist peptide GH was not obvious.
10.Diagnostic value of prostate imaging reporting and data system version 1 and 2 in detection of prostate cancer in transition zone
Ximing WANG ; Jie BAO ; Mo ZHU ; Xiaoxia PING ; Chunhong HU ; Jianquan HOU ; Qilin XI ; Fenglin DONG ; Jun SUN ; Wenlu ZHAO ; Junkang SHEN
Chinese Journal of Radiology 2017;51(6):427-431
Objective To evaluate the diagnostic value of prostate imaging reporting and data system version 1 (PI-RADS V1) and version 2 (PI-RADS V2) for detection of prostate cancer (PCa) in the transition zone (TZ).Methods Seventy-seven patients with suspicious lesions in TZ on mpMRI were scored according to the PI-RADS system (V1 and V2) before MR-TRUS fusion guided biopsy prospectively.In all of the patients with suspicious tumors,respectively at least one lesion with a PI-RADS V1 assessment category of ≥3,was selected for biopsy.Independent sample t test was used to compare scores of PI-RADS V1 and V2 between PCa and benign prostatic hyperplasia (BPH).The diagnostic performance of PI-RADS V 1 and V2 for detection of PCa in the transition zone was compared by analyzing ROC basing on the results of MR-TRUS fusion guided biopsy.Results A cohort of 77 patients was performed including 31 cases of PCa (32 cores) and 46 cases of BPH (51 cores).PCa (V1:1 1.50±2.79;V2:4.28±0.99) had significantly higher scores of both PI-RADS V1 and PI-RADS V2 than BPH(V1:7.51± 1.63;V2∶2.61 ±0.67) (P<0.05).Using a PI-RADS V1 score cut-off ≥ 11,sensitivity and specificity in group PCa and BPH were calculated,which were 68.8%(22/32) and 96.1%(49/51) with a area under curve of 0.869;using a PI-RADS V2 score cut-off ≥4,which were 75.0% (24/32) and 90.2% (46/51) with a area under curve of 0.888,respectively.Conclusions PI-RADS system can indicate the likelihood of PCa of suspicious lesions in TZ on Mp-MRI.PI-RADS V2 perform better than V 1 for the assessment of prostate cancer in TZ.

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