1.Association of polychlorinated biphenyl exposure with platelet parameters across different glycemic states: The moderating role of a healthy lifestyle
Zhuo CHEN ; Huilin LOU ; Taimeng CHEN ; Fangyuan LIN ; Xueyan WU ; Yao GUO ; Haoran XU ; Mengke CHENG ; Peihan CHEN ; Yilin ZHOU ; Zhenxing MAO ; Xin TANG
Journal of Environmental and Occupational Medicine 2026;43(5):535-541
Background Platelet parameters are important indicators of cardiovascular risk, and environmental pollutants such as polychlorinated biphenyls (PCBs) may impair platelet function through oxidative stress. Objective To investigate the differential effects of single and mixed exposure to PCBs on platelet parameters among individuals with normal glucose tolerance (NGT), impaired fasting glucose (IFG), and type 2 diabetes mellitus (T2DM), and to evaluate the potential modifying role of a healthy lifestyle. Methods This study included 2249 participants (including 707 with NGT, 759 with IFG, and 783 with T2DM). Plasma PCB concentrations were measured using triple quadrupole gaschromatography-tandem mass spectrometry. Generalized linear regression was used to assess the associations between individual PCB congeners and platelet parameters. Quantile g-computation (QGC) and Bayesian kernel machine regression (BKMR) models were used to evaluate the overall effects of PCBs mixture exposure on platelet parameters across different glycemic states, as well as its interaction with healthy lifestyle score (HLS). Results Generalized linear regression analyses showed significant differences in the effects of PCBs on platelet parameters across different glycemic states (P<0.05). After adjusting for confounders, PCBs mixture exposure was significantly associated with lower platelet counts (PLT) in individuals with NGT (b=−10.60, 95%CI: −16.48, −4.71) and IFG (b=−12.91, 95%CI: −18.90, −6.92), whereas no significant association was observed in individuals with T2DM (P=0.051). Mean platelet volume (MPV) and platelet-large cell ratio (P-LCR) increased significantly with higher PCBs exposure levels across all three groups (P<0.05). BKMR analysis showed a positive association between PCBs mixture exposure and P-LCR, with the strongest association observed in the NGT group. Furthermore, a significant interaction was observed between HLS and PCBs mixture exposure, and a higher HLS attenuated the effects of PCBs on P-LCR. Conclusion Glycemic glycemic states may modify the effects of PCBs on platelets. Individuals with NGT appear more sensitive to PCBs exposure, whereas the T2DM state may attenuate this effect. Moreover, healthy lifestyles, including not smoking, moderate alcohol consumption, maintaining moderate-to-high physical activity, a healthy diet, and an appropriate body mass index (BMI), may mitigate the adverse effects of most PCBs on platelet parameters.
2.Association of polychlorinated biphenyl exposure with platelet parameters across different glycemic states: The moderating role of a healthy lifestyle
Zhuo CHEN ; Huilin LOU ; Taimeng CHEN ; Fangyuan LIN ; Xueyan WU ; Yao GUO ; Haoran XU ; Mengke CHENG ; Peihan CHEN ; Yilin ZHOU ; Zhenxing MAO ; Xin TANG
Journal of Environmental and Occupational Medicine 2026;43(5):535-541
Background Platelet parameters are important indicators of cardiovascular risk, and environmental pollutants such as polychlorinated biphenyls (PCBs) may impair platelet function through oxidative stress. Objective To investigate the differential effects of single and mixed exposure to PCBs on platelet parameters among individuals with normal glucose tolerance (NGT), impaired fasting glucose (IFG), and type 2 diabetes mellitus (T2DM), and to evaluate the potential modifying role of a healthy lifestyle. Methods This study included 2249 participants (including 707 with NGT, 759 with IFG, and 783 with T2DM). Plasma PCB concentrations were measured using triple quadrupole gaschromatography-tandem mass spectrometry. Generalized linear regression was used to assess the associations between individual PCB congeners and platelet parameters. Quantile g-computation (QGC) and Bayesian kernel machine regression (BKMR) models were used to evaluate the overall effects of PCBs mixture exposure on platelet parameters across different glycemic states, as well as its interaction with healthy lifestyle score (HLS). Results Generalized linear regression analyses showed significant differences in the effects of PCBs on platelet parameters across different glycemic states (P<0.05). After adjusting for confounders, PCBs mixture exposure was significantly associated with lower platelet counts (PLT) in individuals with NGT (b=−10.60, 95%CI: −16.48, −4.71) and IFG (b=−12.91, 95%CI: −18.90, −6.92), whereas no significant association was observed in individuals with T2DM (P=0.051). Mean platelet volume (MPV) and platelet-large cell ratio (P-LCR) increased significantly with higher PCBs exposure levels across all three groups (P<0.05). BKMR analysis showed a positive association between PCBs mixture exposure and P-LCR, with the strongest association observed in the NGT group. Furthermore, a significant interaction was observed between HLS and PCBs mixture exposure, and a higher HLS attenuated the effects of PCBs on P-LCR. Conclusion Glycemic glycemic states may modify the effects of PCBs on platelets. Individuals with NGT appear more sensitive to PCBs exposure, whereas the T2DM state may attenuate this effect. Moreover, healthy lifestyles, including not smoking, moderate alcohol consumption, maintaining moderate-to-high physical activity, a healthy diet, and an appropriate body mass index (BMI), may mitigate the adverse effects of most PCBs on platelet parameters.
3.Prediction of MGMT Promoter Methylation in Glioma Using Diffusion MRI-Based Habitat Subregion Analysis
Huinan XIAO ; Kaiji DENG ; Wanyi ZHENG ; Zhenxing WU ; Yuting SHI ; Yingying HE ; Xue XU ; Yunjing XUE ; Rifeng JIANG
Chinese Journal of Medical Imaging 2025;33(9):936-947
Purpose To evaluate the predictive performance of mean apparent propagator-magnetic resonance imaging(MAP-MRI)combined with habitat analysis for determining O6-methylguanine-DNA methyltransferase(MGMT)promoter methylation status in glioma.Materials and Methods This retrospective study analyzed MRI and clinical data from 55 patients with surgically confirmed glioma at Fujian Medical University Union Hospital from January 2019 to December 2023.All patients underwent structural and diffusion-weighted imaging.Three-dimensional volumes of interest were delineated in the tumor solid region using ImageJ software.The nn-FAE tool was used to segment the tumor solid region into two habitat subregions based on mean diffusivity(MD)maps:high-MD and low-MD habitats.Average diffusion parameter values were extracted from the entire tumor solid region and each habitat subregion.Differences in parameters between methylated and unmethylated groups were compared,and the area under the curve was calculated.Results Among 55 patients,significant differences were observed in all MAP-MRI parameters and MD in the tumor solid region and low-MD habitat,as well as all parameters in the high-MD habitat between methylated and unmethylated groups(t/Z=-3.780-3.153,all P<0.05).The return-to-origin probability(RTOP)in the low-MD habitat demonstrated the highest diagnostic performance,with the area under the curve improving from 0.771 before habitat analysis to 0.827 after habitat analysis.In the high-grade subgroup,significant differences were observed in return-to-axis probability(RTAP)and RTOP in the tumor solid region;RTOP,non-Gaussianity,non-Gaussianity axial,and RTAP in the low-MD habitat;and non-Gaussianity in the high-MD habitat(t/Z=-2.820--1.976,all P<0.05).RTOP in the low-MD habitat again showed optimal diagnostic efficacy(the area under the curve 0.725 before habitat analysis,0.798 after).Multivariate analysis identified RTAP and RTOP in the tumor solid region and low-MD habitat as independent predictors of MGMT methylation.Conclusion MAP-MRI diffusion parameters demonstrate the ability to predict MGMT promoter methylation status in glioma,with superior performance compared with diffusion tensor imaging.Habitat imaging further enhances the predictive efficacy of MAP-MRI parameters for MGMT promoter methylation.
4.Prediction of MGMT Promoter Methylation in Glioma Using Diffusion MRI-Based Habitat Subregion Analysis
Huinan XIAO ; Kaiji DENG ; Wanyi ZHENG ; Zhenxing WU ; Yuting SHI ; Yingying HE ; Xue XU ; Yunjing XUE ; Rifeng JIANG
Chinese Journal of Medical Imaging 2025;33(9):936-947
Purpose To evaluate the predictive performance of mean apparent propagator-magnetic resonance imaging(MAP-MRI)combined with habitat analysis for determining O6-methylguanine-DNA methyltransferase(MGMT)promoter methylation status in glioma.Materials and Methods This retrospective study analyzed MRI and clinical data from 55 patients with surgically confirmed glioma at Fujian Medical University Union Hospital from January 2019 to December 2023.All patients underwent structural and diffusion-weighted imaging.Three-dimensional volumes of interest were delineated in the tumor solid region using ImageJ software.The nn-FAE tool was used to segment the tumor solid region into two habitat subregions based on mean diffusivity(MD)maps:high-MD and low-MD habitats.Average diffusion parameter values were extracted from the entire tumor solid region and each habitat subregion.Differences in parameters between methylated and unmethylated groups were compared,and the area under the curve was calculated.Results Among 55 patients,significant differences were observed in all MAP-MRI parameters and MD in the tumor solid region and low-MD habitat,as well as all parameters in the high-MD habitat between methylated and unmethylated groups(t/Z=-3.780-3.153,all P<0.05).The return-to-origin probability(RTOP)in the low-MD habitat demonstrated the highest diagnostic performance,with the area under the curve improving from 0.771 before habitat analysis to 0.827 after habitat analysis.In the high-grade subgroup,significant differences were observed in return-to-axis probability(RTAP)and RTOP in the tumor solid region;RTOP,non-Gaussianity,non-Gaussianity axial,and RTAP in the low-MD habitat;and non-Gaussianity in the high-MD habitat(t/Z=-2.820--1.976,all P<0.05).RTOP in the low-MD habitat again showed optimal diagnostic efficacy(the area under the curve 0.725 before habitat analysis,0.798 after).Multivariate analysis identified RTAP and RTOP in the tumor solid region and low-MD habitat as independent predictors of MGMT methylation.Conclusion MAP-MRI diffusion parameters demonstrate the ability to predict MGMT promoter methylation status in glioma,with superior performance compared with diffusion tensor imaging.Habitat imaging further enhances the predictive efficacy of MAP-MRI parameters for MGMT promoter methylation.
5.EIF5A1 Promotes Proliferation,Migration and Invasion of Intrahepatic Cholangiocarcinoma Cells Through Wnt Signaling Pathway
Shaohua YANG ; Yongping XU ; Zhuoyu ZHAO ; Xingbao FANG ; Zhenxing RUAN
Journal of Kunming Medical University 2025;46(7):46-53
Objective To investigate the expression of EIF5A1 in intrahepatic cholangiocarcinoma cell lines and human hepatobiliary duct epithelia,and its effect on the proliferation,migration and invasion ability and Wnt/β-Catenin signaling pathway in HUCCT1 cells.Methods Western blot was used to detect the basal expression level of EIF5A1 in intrahepatic cholangiocarcinoma cell lines and human intrahepatic cholangiocarcinoma epithelial cells.Transient transfection of siRNA was used to silence the expression of EIF5A1 in intrahepatic cholangiocarcinoma cell HUCCT1.The experimental groups were divided into blank control group(Con),siRNA1 group,and siRNA2 group.The most effective siRNA was screened by Western blot.The effects of EIF5A1 silencing on the proliferation,migration and invasion ability of HUCCT1 cells were detected by CCK-8,EdU cell proliferation assay and Transwell assay.The effect of EIF5A1 silencing on the Wnt/β-Catenin signaling pathway in HUCCT1 cells was detected by Western blot.Results The results of CCK-8 and EdU cell proliferation experiments showed that the proliferation ability of HUCCT1 cells decreased after EIF5A1 silencing(P<0.05),and Transwell migration and invasion experiments showed that the migration and invasion ability of Hucct1 cells decreased after EIF5A1 silencing(P<0.05).Western blot analysis revealed decreased expression of β-Catenin,Cyclin D1,MMP-2 and Survivin in Wnt/β-Catenin signaling pathway after EIF5A1 silencing(P<0.05).Conclusion EIF5A1 may promote the proliferation,migration and invasion of intrahepatic bile duct cancer cells through Wnt/β-Catenin signaling pathway.
6.Comparison of different virtual reality technologies on motor function in Parkinson's disease:a network meta-analysis
Hao ZHANG ; Chuanlei XU ; Zhenxing WEI ; Lihong MA
Chinese Journal of Rehabilitation Theory and Practice 2025;31(11):1290-1302
Objective To systematically compare the efficacy of different virtual reality(VR)technologies on motor dysfunction in patients with Parkinson's disease(PD)through a network meta-analysis(NMA).Methods Following the PRISMA-NMA guidelines,randomized controlled trials(RCT)that compared the effect of at least two interventions on motor function in patients with PD were searched in PubMed,Embase,Cochrane Li-brary,Web of Science,CNKI,Wanfang data and VIP.The interventions included immersive virtual reality(IVR),non-immersive virtual reality(VRT),augmented reality(AR),treatment as usual(TAU)and active control(AC).The primary outcomes included Unified Parkinson's Disease Rating Scale Part Ⅲ(UPDRS-Ⅲ),Berg Balance Scale(BBS)and Timed Up and Go Test(TUGT).A frequentist-based random-effects model was used to conduct NMA,and the surface under the cumulative ranking curve(SUCRA)was used to rank the interventions.Results A total of 20 RCT involving 890 patients were included.IVR performed best in improving the score of UPDRS-Ⅲ(SUCRA=97.7%)and was significantly superior to TAU(SMD=-0.82,95%CI-1.28 to-0.37).IVR showed the highest probability of being the best option for the score of BBS(SUCRA=85.2%)and was signifi-cantly superior to TAU(SMD=3.94,95%CI 1.08 to 6.80).IVR performed best in the outcome of TUGT(SU-CRA=95.1%)and was significantly superior to VRT(SMD=1.06,95%CI 0.40 to 1.72),AR(SMD=-1.09,95%CI-1.98 to-0.19)and TAU(SMD=-1.38,95%CI-1.95 to-0.82).However,subgroup analysis revealed that the efficacy advantage of IVR was mainly confirmed in short-term(four to six weeks)interventions,while the evidence for long-term efficacy was currently very limited.Conclusion The efficacy of interventions on motor rehabilitation in patients with PD appears to be positively correlated with the technology's level of immersion.As the most immersive technology,IVR is the optimal choice for im-proving overall motor function,balance and mobility in patients with PD.VRT and AR serve as effective adju-vants and are superior to TAU.
7.Comparison of different virtual reality technologies on motor function in Parkinson's disease:a network meta-analysis
Hao ZHANG ; Chuanlei XU ; Zhenxing WEI ; Lihong MA
Chinese Journal of Rehabilitation Theory and Practice 2025;31(11):1290-1302
Objective To systematically compare the efficacy of different virtual reality(VR)technologies on motor dysfunction in patients with Parkinson's disease(PD)through a network meta-analysis(NMA).Methods Following the PRISMA-NMA guidelines,randomized controlled trials(RCT)that compared the effect of at least two interventions on motor function in patients with PD were searched in PubMed,Embase,Cochrane Li-brary,Web of Science,CNKI,Wanfang data and VIP.The interventions included immersive virtual reality(IVR),non-immersive virtual reality(VRT),augmented reality(AR),treatment as usual(TAU)and active control(AC).The primary outcomes included Unified Parkinson's Disease Rating Scale Part Ⅲ(UPDRS-Ⅲ),Berg Balance Scale(BBS)and Timed Up and Go Test(TUGT).A frequentist-based random-effects model was used to conduct NMA,and the surface under the cumulative ranking curve(SUCRA)was used to rank the interventions.Results A total of 20 RCT involving 890 patients were included.IVR performed best in improving the score of UPDRS-Ⅲ(SUCRA=97.7%)and was significantly superior to TAU(SMD=-0.82,95%CI-1.28 to-0.37).IVR showed the highest probability of being the best option for the score of BBS(SUCRA=85.2%)and was signifi-cantly superior to TAU(SMD=3.94,95%CI 1.08 to 6.80).IVR performed best in the outcome of TUGT(SU-CRA=95.1%)and was significantly superior to VRT(SMD=1.06,95%CI 0.40 to 1.72),AR(SMD=-1.09,95%CI-1.98 to-0.19)and TAU(SMD=-1.38,95%CI-1.95 to-0.82).However,subgroup analysis revealed that the efficacy advantage of IVR was mainly confirmed in short-term(four to six weeks)interventions,while the evidence for long-term efficacy was currently very limited.Conclusion The efficacy of interventions on motor rehabilitation in patients with PD appears to be positively correlated with the technology's level of immersion.As the most immersive technology,IVR is the optimal choice for im-proving overall motor function,balance and mobility in patients with PD.VRT and AR serve as effective adju-vants and are superior to TAU.
8.Evaluation of anticoagulant effect and predicted dose of low molecular weight heparin in hemodialysis by anti-Ⅹa factor activity
Zhenxing WANG ; Yonghui MAO ; Yuan WANG ; Peijie FU ; Xin DANG ; Lengnan XU
Chinese Journal of Preventive Medicine 2024;58(2):254-260
The purpose of this study was to explore the reasonable dose of low molecular weight heparin (LMWH) in hemodialysis (HD) and the strategy of preventing extracorporeal circuit coagulation (ECC). A retrospective case-control study included patients who used LMWH for anticoagulation during maintenance hemodialysis (MHD) in the Hemodialysis Center of Beijing Hospital from December 2020 to January 2021. Basic data such as weight, height, basic kidney disease, dialysis age and anti-Ⅹa factor activity before, during and after dialysis were collected. A total of 46 patients were enrolled in this study, including 5 patients in coagulation group (10.9%) and 41 patients in non-coagulation group (89.1%). The anti-Ⅹa factor activity reached its peak at 0.5 h after the start of HD. The level of anti-Ⅹa factor was incorporated into the receiver operating characteristic curve (ROC curve). The results showed that the area under the ROC curve (AUC) was 0.802 (95% confidence interval: 0.651-0.54, P=0.029), and the cutoff was 0.31 IU/ml (sensitivity 1, specificity 0.683). It is suggested that the body surface area should be used as the basis to estimate the anticoagulant dose of LMWH in HD, and the activity of HD 4 h anti-Ⅹa factor ≤0.31 IU/ml, which is of diagnostic value for ECC. In addition, the results of binary logistic regression analysis showed that dialysis age was an independent risk factor for ECC ( OR value 1.319, 95% CI 1.052-1.654, P=0.017). In summary, this study reveals that dialysis age may be a risk factor for ECC and that the activity of HD 4 h anti-Ⅹa factor ≤0.31 IU/ml can be used as a potential diagnostic cut-off point for ECC in HD patients, which provides a scientific basis for monitoring strategies to prevent blood coagulation in HD filters.
9.Development and validation of a prognostic scoring system for colorectal cancer patients with Hepato-bone metastasis:a retrospective study
Le QIN ; Yixin HENG ; Jiaxin XU ; Ning HUANG ; Shenghe DENG ; Junnan GU ; Fuwei MAO ; Yifan XUE ; Zhenxing JIANG ; Jun WANG ; Denglong CHENG ; Yinghao CAO ; Kailin CAI
Journal of Clinical Surgery 2024;32(9):947-954
Objective To establish a nomogram model for efficiently predicting overall survival(OS)and cancer-specific survival(CSS)in patients with CRCHBM.Method 2239 patients from 2010 to 2019 were retrospectively analyzed from the Surveillance,Epidemiology,and End Results Program(SEER)databases and Wuhan Union Hospital Cancer Center.SEER is randomly assigned to the training and internal validation cohorts,and the Wuhan database serves as the external validation.Cox regression analyses were used to determine the independent clinicopathological prognosis factors affecting OS and CSS,and a nomogram was constructed to predict OS and CSS.The clinical utility of columnar plots was assessed using calibration curves,area under the curve(AUC),and decision curve analysis(DCA).Result OS column line graphs were constructed based on nine independent predictors:age,tumor location,degree of differentiation,tumor size,TNM stage,chemotherapy,primary focus surgery,number of lymph nodes sampled,and serum carcinoembryonic antigen(CEA)level.The C-index of the nomogram to predict the 1-,3-,and 5-year OS were 0.764,0.790,and 0.805 in the training group,0.754,0.760,and 0.801 in the internal validation group,and 0.822,0.874,and 0.906 in the external validation group.CSS column line graphs were constructed based on 3 independent predictors of TNM staging,radiotherapy and chemotherapy.The 1-,3-,and 5-year CSS AUROC values of the training group were 0.791,0.757,and 0.782,respectively.0.682,0.709,0.625 in the internal validation group and 0.759,0.702,0.755 in the external validation group,respectively.The results of receiver operating characteristic curve(ROC),ROC and DCA showed that the use of our model was more effective in predicting OS and CSS than other single clinicopathological features.Conclusion In summary,the nomogram based on significant clinicopathological features can be conveniently used to predict OS and CSS individually in patients with CRCHBM.
10.Evaluation of anticoagulant effect and predicted dose of low molecular weight heparin in hemodialysis by anti-Ⅹa factor activity
Zhenxing WANG ; Yonghui MAO ; Yuan WANG ; Peijie FU ; Xin DANG ; Lengnan XU
Chinese Journal of Preventive Medicine 2024;58(2):254-260
The purpose of this study was to explore the reasonable dose of low molecular weight heparin (LMWH) in hemodialysis (HD) and the strategy of preventing extracorporeal circuit coagulation (ECC). A retrospective case-control study included patients who used LMWH for anticoagulation during maintenance hemodialysis (MHD) in the Hemodialysis Center of Beijing Hospital from December 2020 to January 2021. Basic data such as weight, height, basic kidney disease, dialysis age and anti-Ⅹa factor activity before, during and after dialysis were collected. A total of 46 patients were enrolled in this study, including 5 patients in coagulation group (10.9%) and 41 patients in non-coagulation group (89.1%). The anti-Ⅹa factor activity reached its peak at 0.5 h after the start of HD. The level of anti-Ⅹa factor was incorporated into the receiver operating characteristic curve (ROC curve). The results showed that the area under the ROC curve (AUC) was 0.802 (95% confidence interval: 0.651-0.54, P=0.029), and the cutoff was 0.31 IU/ml (sensitivity 1, specificity 0.683). It is suggested that the body surface area should be used as the basis to estimate the anticoagulant dose of LMWH in HD, and the activity of HD 4 h anti-Ⅹa factor ≤0.31 IU/ml, which is of diagnostic value for ECC. In addition, the results of binary logistic regression analysis showed that dialysis age was an independent risk factor for ECC ( OR value 1.319, 95% CI 1.052-1.654, P=0.017). In summary, this study reveals that dialysis age may be a risk factor for ECC and that the activity of HD 4 h anti-Ⅹa factor ≤0.31 IU/ml can be used as a potential diagnostic cut-off point for ECC in HD patients, which provides a scientific basis for monitoring strategies to prevent blood coagulation in HD filters.

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