1.Diagnostic value of multimodality-enhanced CT-based radiomics nomogram for muscle-invasive bladder urothelial carcinoma
Na LI ; Shifeng YANG ; Fei GAO ; Hexiang WANG ; Jia GUO ; Ximing WANG
Journal of Practical Radiology 2025;41(5):790-794
Objective To investigate the diagnostic value of multimodality-enhanced CT-based radiomics nomogram for muscle-inva-sive bladder urothelial carcinoma.Methods A retrospective analysis was performed on the preoperative data of 644 patients with pathologically confirmed bladder urothelial carcinoma from three medical centers.Region of interest(ROI)were drawn on preopera-tive contrast-enhanced CT images,and radiomics features were extracted.Patients from medical center 1 were randomly divided into training set and internal validation set in a 7∶3 ratio,while patients from medical centers 2 and 3 were combined as an external val-idation set.The diagnostic performance of the models was evaluated using receiver operating characteristic(ROC)curve.Results In the external validation set,the area under the curve(AUC)for diagnosing muscle-invasive bladder urothelial carcinoma using the multi-phase fusion radiomics model was 0.861[95% confidence interval(CI)0.811-0.911].The nomogram constructed by combi-ning the multi-phase fusion radiomics model with clinical factors achieved an AUC of 0.901(95% CI 0.862-0.939).Conclusion The nomogram combining multimodality-enhanced CT-based radiomics with clinical factors can effectively diagnose muscle-invasive bladder urothelial carcinoma.
2.Diagnostic value of multimodality-enhanced CT-based radiomics nomogram for muscle-invasive bladder urothelial carcinoma
Na LI ; Shifeng YANG ; Fei GAO ; Hexiang WANG ; Jia GUO ; Ximing WANG
Journal of Practical Radiology 2025;41(5):790-794
Objective To investigate the diagnostic value of multimodality-enhanced CT-based radiomics nomogram for muscle-inva-sive bladder urothelial carcinoma.Methods A retrospective analysis was performed on the preoperative data of 644 patients with pathologically confirmed bladder urothelial carcinoma from three medical centers.Region of interest(ROI)were drawn on preopera-tive contrast-enhanced CT images,and radiomics features were extracted.Patients from medical center 1 were randomly divided into training set and internal validation set in a 7∶3 ratio,while patients from medical centers 2 and 3 were combined as an external val-idation set.The diagnostic performance of the models was evaluated using receiver operating characteristic(ROC)curve.Results In the external validation set,the area under the curve(AUC)for diagnosing muscle-invasive bladder urothelial carcinoma using the multi-phase fusion radiomics model was 0.861[95% confidence interval(CI)0.811-0.911].The nomogram constructed by combi-ning the multi-phase fusion radiomics model with clinical factors achieved an AUC of 0.901(95% CI 0.862-0.939).Conclusion The nomogram combining multimodality-enhanced CT-based radiomics with clinical factors can effectively diagnose muscle-invasive bladder urothelial carcinoma.
3.Anti-inflammatory role of colchicine in the prevention of ischemic stroke
Pengfei ZHANG ; Shijun XIONG ; Xiuxiu LI ; Shifeng GUO
International Journal of Cerebrovascular Diseases 2024;32(5):364-368
Inflammation is associated with the occurrence and recurrence of ischemic stroke, and patients with coronary artery disease who receive colchicine treatment have a lower incidence of vascular events. However, the efficacy and safety of anti-inflammatory therapy with colchicine in preventing recurrent stroke is unclear. This article reviews the relevant mechanisms of action of colchicine and its role in the prevention of ischemic stroke, aiming to provide reference for the secondary prevention of ischemic stroke.
4.Progress in related pathogenic genes and clinical diagnosis and treatment of congenital bilateral absence of vas deferens
Wenqiang GUO ; Shifeng GUO ; Kang YANG ; Houyang CHEN
Chinese Journal of Reproduction and Contraception 2024;44(10):1069-1074
Congenital bilateral absence of vas deferens (CBAVD) can lead to obstructive azoospermia, which is one of the common causes of male infertility. The genes involved in the pathogenesis of CBAVD are diverse, and their pathogenic mechanisms are distinctive but related. Meanwhile, given the proportion of CBAVD in infertility, appropriate clinical diagnosis and treatment and genetic counseling are particularly important. In this article, we review the pathogenic mechanism and clinical diagnosis and treatment of CBAVD, to provide reference for clinical diagnosis and treatment and genetic counseling for Chinese patients with CBAVD.
5.Salvianolic acid A alleviates inflammatory response and oxidative stress injury of BV2 cells induced by oxygen glucose deprivation/reperfusion and its possible mechanism
Yaqi GUAN ; Kai CUI ; Wenyi WEI ; Yajuan TIAN ; Zhao ZHANG ; Shifeng CHU ; Qinqing LI ; Jilong GUO ; Li ZHANG ; Wenbin HE
Chinese Journal of Pharmacology and Toxicology 2024;38(12):897-906
OBJECTIVE To investigate the mechanism by which salvianolic acid A (Sal A) reduces the inflammatory response and oxidative stress of BV2 cells injured by oxygen and glucose deprivation/reperfusion (OGD/R).METHODS An OGD/R injury model of BV2 cells was established with sugar free Earle solution containing Na2S2O410 mmol·L-1.Na2S2O4 sugar free Earle solution was added and cultured in an incubator (37 ℃,5%CO2) for 1.5 h (oxygen glucose deprivation) before a normal medium was used for 24 h (reperfusion).Then,the cells were divided into the cell control group,OGD/R group,OGD/R+Sal A 1,5 and 10 μmol·L-1 group,OGD/R+ML385 group,OGD/R+ML385+Sal A 1,5 and 10μmol·L-1 group and OGD/R+edaravone (Eda,50μmol·L-1) group.After twenty-four hours of culture,the cell survival rate was measured by CCK8 kit.The contents of Interleukin-1β (IL-1β),IL-6,tumor necrosis factor-α(TNF-α),IL-10,IL-4 and transforming growth factor-β(TGF-β) in the cell supernatant were detected by ELISA.Reactive oxygen species (ROS) in cells was detected using the chemical fluo-rescence method.The contents of malondialdehyde (MDA) and the activities of superoxide dismutase (SOD),glutathione peroxidase (GSH-PX) and chloramphenicol acetyltransferase (CAT) in cells were determined with the colorimetric method.Protein expressions of Kelch like ECH-associated protein 1 (Keap1),nuclear factor erythroid-2 related factor 2 (Nrf2),Heme oxygenase-1 (HO-1),NADPH:quinone oxidoreductase-1 (NQO1) and p-nuclear factor kappa-B p65 (p-NF-κB p65) were detected by Western blotting.RESULTS ①Compared with the cell control group,the cell survival rate of the OGD/R group was significantly decreased (P<0.01).Compared with the OGD/R group,the survival rates of OGD/R+Sal A 1,5 and 10μmol·L-1 groups were significantly increased (P<0.05,P<0.01).②Compared with the cell control group,the contents of IL-1β,IL-6 and TNF-α were significantly increased,the contents of IL-10,IL-4 and TGF-β were significantly decreased,the contents of ROS and MDA were significantly increased,and the activities of SOD,CAT and GSH-Px were significantly decreased in the OGD/R group (P<0.01).Compared with the OGD/R group,the content of IL-6 was significantly decreased,the contents of IL-10,IL-4 and TGF-β were significantly increased,the contents of ROS and MDA were significantly decreased,and the activities of SOD,CAT and GSH-Px were significantly increased in OGD/R+Sal A 1,5 and 10μmol·L-1 and OGD/R+Eda groups (P<0.05,P<0.01).③Compared with the cell control group,the protein expression of p-NF-κB P65 in the OGD/R group was significantly increased (P<0.01).Compared with the OGD/R group,the protein expressions of Keap1 and cytoplasmic Nrf2 were significantly decreased,the expressions of nuclear Nrf2,HO-1 and NQO1 proteins were significantly increased,and the expression of p-NF-κB p65 protein was significantly decreased in OGD/R+Sal A 5 and 10 μmol·L-1 and OGD/R+Eda groups (P<0.05,P<0.01).In OGD/R+ML385,OGD/R+ML385+Sal A 1,5 and 10μmol·L-1 groups,the protein expression of Keap1 was significantly increased,the protein expressions of cytoplasmic Nrf2,nuclear Nrf2,HO-1 and NQO1 protein were significantly decreased,and the protein expression of p-NF-κB P65 was significantly increased (P<0.01).CONCLU-SION Sal A reduces the inflammatory response and oxidative stress of OGD/R injured BV2 cells possi-bly by activating the Keap1/Nrf2 pathway and inhibiting the NF-κB pathway.
6.Progress in related pathogenic genes and clinical diagnosis and treatment of congenital bilateral absence of vas deferens
Wenqiang GUO ; Shifeng GUO ; Kang YANG ; Houyang CHEN
Chinese Journal of Reproduction and Contraception 2024;44(10):1069-1074
Congenital bilateral absence of vas deferens (CBAVD) can lead to obstructive azoospermia, which is one of the common causes of male infertility. The genes involved in the pathogenesis of CBAVD are diverse, and their pathogenic mechanisms are distinctive but related. Meanwhile, given the proportion of CBAVD in infertility, appropriate clinical diagnosis and treatment and genetic counseling are particularly important. In this article, we review the pathogenic mechanism and clinical diagnosis and treatment of CBAVD, to provide reference for clinical diagnosis and treatment and genetic counseling for Chinese patients with CBAVD.
7.Salvianolic acid A alleviates inflammatory response and oxidative stress injury of BV2 cells induced by oxygen glucose deprivation/reperfusion and its possible mechanism
Yaqi GUAN ; Kai CUI ; Wenyi WEI ; Yajuan TIAN ; Zhao ZHANG ; Shifeng CHU ; Qinqing LI ; Jilong GUO ; Li ZHANG ; Wenbin HE
Chinese Journal of Pharmacology and Toxicology 2024;38(12):897-906
OBJECTIVE To investigate the mechanism by which salvianolic acid A (Sal A) reduces the inflammatory response and oxidative stress of BV2 cells injured by oxygen and glucose deprivation/reperfusion (OGD/R).METHODS An OGD/R injury model of BV2 cells was established with sugar free Earle solution containing Na2S2O410 mmol·L-1.Na2S2O4 sugar free Earle solution was added and cultured in an incubator (37 ℃,5%CO2) for 1.5 h (oxygen glucose deprivation) before a normal medium was used for 24 h (reperfusion).Then,the cells were divided into the cell control group,OGD/R group,OGD/R+Sal A 1,5 and 10 μmol·L-1 group,OGD/R+ML385 group,OGD/R+ML385+Sal A 1,5 and 10μmol·L-1 group and OGD/R+edaravone (Eda,50μmol·L-1) group.After twenty-four hours of culture,the cell survival rate was measured by CCK8 kit.The contents of Interleukin-1β (IL-1β),IL-6,tumor necrosis factor-α(TNF-α),IL-10,IL-4 and transforming growth factor-β(TGF-β) in the cell supernatant were detected by ELISA.Reactive oxygen species (ROS) in cells was detected using the chemical fluo-rescence method.The contents of malondialdehyde (MDA) and the activities of superoxide dismutase (SOD),glutathione peroxidase (GSH-PX) and chloramphenicol acetyltransferase (CAT) in cells were determined with the colorimetric method.Protein expressions of Kelch like ECH-associated protein 1 (Keap1),nuclear factor erythroid-2 related factor 2 (Nrf2),Heme oxygenase-1 (HO-1),NADPH:quinone oxidoreductase-1 (NQO1) and p-nuclear factor kappa-B p65 (p-NF-κB p65) were detected by Western blotting.RESULTS ①Compared with the cell control group,the cell survival rate of the OGD/R group was significantly decreased (P<0.01).Compared with the OGD/R group,the survival rates of OGD/R+Sal A 1,5 and 10μmol·L-1 groups were significantly increased (P<0.05,P<0.01).②Compared with the cell control group,the contents of IL-1β,IL-6 and TNF-α were significantly increased,the contents of IL-10,IL-4 and TGF-β were significantly decreased,the contents of ROS and MDA were significantly increased,and the activities of SOD,CAT and GSH-Px were significantly decreased in the OGD/R group (P<0.01).Compared with the OGD/R group,the content of IL-6 was significantly decreased,the contents of IL-10,IL-4 and TGF-β were significantly increased,the contents of ROS and MDA were significantly decreased,and the activities of SOD,CAT and GSH-Px were significantly increased in OGD/R+Sal A 1,5 and 10μmol·L-1 and OGD/R+Eda groups (P<0.05,P<0.01).③Compared with the cell control group,the protein expression of p-NF-κB P65 in the OGD/R group was significantly increased (P<0.01).Compared with the OGD/R group,the protein expressions of Keap1 and cytoplasmic Nrf2 were significantly decreased,the expressions of nuclear Nrf2,HO-1 and NQO1 proteins were significantly increased,and the expression of p-NF-κB p65 protein was significantly decreased in OGD/R+Sal A 5 and 10 μmol·L-1 and OGD/R+Eda groups (P<0.05,P<0.01).In OGD/R+ML385,OGD/R+ML385+Sal A 1,5 and 10μmol·L-1 groups,the protein expression of Keap1 was significantly increased,the protein expressions of cytoplasmic Nrf2,nuclear Nrf2,HO-1 and NQO1 protein were significantly decreased,and the protein expression of p-NF-κB P65 was significantly increased (P<0.01).CONCLU-SION Sal A reduces the inflammatory response and oxidative stress of OGD/R injured BV2 cells possi-bly by activating the Keap1/Nrf2 pathway and inhibiting the NF-κB pathway.
8.Preoperative MRI-based deep learning radiomics machine learning model for prediction of the histopathological grade of soft tissue sarcomas
Hexiang WANG ; Shifeng YANG ; Tongyu WANG ; Hongwei GUO ; Haoyu LIANG ; Lisha DUAN ; Chencui HUANG ; Yan MO ; Feng HOU ; Dapeng HAO
Chinese Journal of Radiology 2022;56(7):792-799
Objective:To investigate the value of a preoperatively MRI-based deep learning (DL) radiomics machine learning model to distinguish low-grade and high-grade soft tissue sarcomas (STS).Methods:From November 2007 to May 2019, 151 patients with STS confirmed by pathology in the Affiliated Hospital of Qingdao University were enrolled as training sets, and 131 patients in the Affiliated Hospital of Shandong First Medical University and the Third Hospital of Hebei Medical University were enrolled as external validation sets. According to the French Federation Nationale des Centres de Lutte Contre le Cancer classification (FNCLCC) system, 161 patients with FNCLCC grades Ⅰ and Ⅱ were defined as low-grade and 121 patients with grade Ⅲ were defined as high-grade. The hand-crafted radiomic (HCR) and DL radiomic features of the lesions were extracted respectively. Based on HCR features, DL features, and HCR-DL combined features, respectively, three machine-learning models were established by decision tree, logistic regression, and support vector machine (SVM) classifiers. The area under the receiver operating characteristic curve (AUC) was used to evaluate the performance of each machine learning model and choose the best one. The univariate and multivariate logistic regression were used to establish a clinical-imaging factors model based on demographics and MRI findings. The nomogram was established by combining the optimal radiomics model and the clinical-imaging model. The AUC was used to evaluate the performance of each model and the DeLong test was used for comparison of AUC between every two models. The Kaplan-Meier survival curve and log-rank test were used to evaluate the performance of the optimal machine learning model in the risk stratification of progression free survival (PFS) in STS patients.Results:The SVM radiomics model based on HCR-DL combined features had the optimal predicting power with AUC values of 0.931(95%CI 0.889-0.973) in the training set and 0.951 (95%CI 0.904-0.997) in the validation set. The AUC values of the clinical-imaging model were 0.795 (95%CI 0.724-0.867) and 0.615 (95%CI 0.510-0.720), and of the nomogram was 0.875 (95%CI 0.818-0.932) and 0.786 (95%CI 0.701-0.872) in the training and validation sets, respectively. In validation set, the performance of SVM radiomics model was better than those of the nomogram and clinical-imaging models ( Z=3.16, 6.07; P=0.002,<0.001). Using the optimal radiomics model, there was statistically significant in PFS between the high and low risk groups of STS patients (training sets: χ2=43.50, P<0.001; validation sets: χ2=70.50, P<0.001). Conclusion:Preoperative MRI-based DL radiomics machine learning model has accurate prediction performance in differentiating the histopathological grading of STS. The SVM radiomics model based on HCR-DL combined features has the optimal predicting power and was expected to undergo risk stratification of prognosis in STS patients.
9.Surgical treatment for acute appendicitis in HIV/AIDS patients
Yong ZHAO ; Guo WEI ; Yong HE ; Xin HUA ; Hua WANG ; Shifeng FENG ; Tingyu CHEN ; Jing YANG
Chinese Journal of General Practitioners 2019;18(8):775-777
Fifty three HIC/AIDS patients with acute appendicitis treated in our hospital from January 2016 to June 2017 were retrospectively analyzed.The anesthesia and surgery were successfully completed in all patients,and there were no serious intraoperative complications.The postoperative complications occurred in 18 cases (34.0 %),including 13 cases (24.5 %) of incision infections and 3 cases (5.7 %) of lung infections,1 case of adhesion obstruction (1.9 %) and 1 case (1.9 %) of new opportunistic infections.All patients were clinically cured after treatment and discharged from the hospital without perioperative death.The characteristics of acute appendicitis in HIV/AIDS patients are emergent onset,poor body condition,lower immunity,more comorbities,rapid condition changes,and high frequency of special infections;the patients with lower CD4 count may have higher postoperative infection,the slower recovery and the poorer outcomes.
10.Study of synergistic effect of hyperlipoproteinemiaand Aβ in processing of Alzheimer′s disease
Jiangqi HOU ; Xin ZHANG ; Qin LONG ; Shifeng CHU ; Lei GUO ; Wenbin HE ; Junlong ZHANG ; Naihong CHEN
Chinese Pharmacological Bulletin 2017;33(4):498-506
Aim To research the synergistic effect of hyperlipoproteinemia and Aβ in the processing of Alzheimer′s disease.Methods Seventy SD rats were randomly divided into seven groups, and dealt with D-gal(hypodermic injection), hyperlipemia diet, microinjection into both side of CA1 section in hippocampus, independently.Morris water maze(MWM) test was used to evaluate the spatial memory impairments.Tau and tau(pThr181) pathology in the hippocampus were detected using Western blot and immunohistochemistry.Nissl′s staining was used to detect cell apoptosis.Results Aβ25-35-treated rats showed significant impairments of spatial memory in MWM test, especially in the group of D-gal+Aβ25-35+HLD(P<0.01).Furthermore, these rats treated with Aβ25-35, D-gal, and hyperlipemia diet, exhibited significantly increased phosphorylation of tau, particularly in the Thr181 site.Conclusion Hyperlipoproteinemia is the risk factor for older person, which could strengthen the toxic effect of Aβ, and promote phosphorylation of tau.

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