1.Association between ambient particulate matter exposure and risk of benign prostatic hyperplasia in middle-aged and older men: A longitudinal cohort study based on CHARLS
Hanxiao HU ; Chuchu LIU ; Yuyuan HU ; Jiali CHEN ; Lingyi WANG ; Xiaobo LIU ; Yue WU
Journal of Environmental and Occupational Medicine 2026;43(5):630-636
Background Benign prostatic hyperplasia (BPH) is a common chronic urinary disease in middle-aged and older men, yet the impact of long-term exposure to atmospheric particulate matter (PM) on its pathogenesis remains unclear. Objective To investigate the association between PM exposure and the risk of incident BPH in middle-aged and older men. Methods Based on four waves of follow-up data (2011–2018) from the China Health and Retirement Longitudinal Study (CHARLS), 4766 participants were enrolled. Robust Poisson regression models were employed to assess the association between exposure to PM (PM1, PM2.5, and PM10) and the risk of incident BPH. Relative risks (RR) and their corresponding 95% confidence intervals (95%CI) were calculated. Dose-response relationships were fitted using restricted cubic splines (RCS). Subgroup analyses were performed to explore potential effect modifications, and multiple imputation was used to handle missing data. Results Over a mean follow-up of 6 years, 914 incident BPH cases were identified among the4766 participants (cumulative incidence: 19.18%). After adjusting for confounders, each 10 μg·m−3 increase in PM1, PM2.5, and PM10 concentrations was associated with a 13.1% (RR=1.131, 95%CI: 1.063, 1.203), 8.5% (RR=1.085, 95%CI: 1.050, 1.122), and 5.1% (RR=1.051, 95%CI: 1.034, 1.069) increased risk of BPH, respectively. RCS analysis showed that no nonlinear relationship was found between PM1 and PM2.5 and the risk of BPH (P>0.05); however, a nonlinear association was observed for PM10 (P=0.03), with the risk increment slowing beyond 100 μg·m−3. Subgroup and sensitivity analyses confirmed the robustness of these findings. Conclusion Long-term exposure to ambient particulate matter may be associated with an increased risk of incident BPH in middle-aged and older men.
2.Association between ambient particulate matter exposure and risk of benign prostatic hyperplasia in middle-aged and older men: A longitudinal cohort study based on CHARLS
Hanxiao HU ; Chuchu LIU ; Yuyuan HU ; Jiali CHEN ; Lingyi WANG ; Xiaobo LIU ; Yue WU
Journal of Environmental and Occupational Medicine 2026;43(5):630-636
Background Benign prostatic hyperplasia (BPH) is a common chronic urinary disease in middle-aged and older men, yet the impact of long-term exposure to atmospheric particulate matter (PM) on its pathogenesis remains unclear. Objective To investigate the association between PM exposure and the risk of incident BPH in middle-aged and older men. Methods Based on four waves of follow-up data (2011–2018) from the China Health and Retirement Longitudinal Study (CHARLS), 4766 participants were enrolled. Robust Poisson regression models were employed to assess the association between exposure to PM (PM1, PM2.5, and PM10) and the risk of incident BPH. Relative risks (RR) and their corresponding 95% confidence intervals (95%CI) were calculated. Dose-response relationships were fitted using restricted cubic splines (RCS). Subgroup analyses were performed to explore potential effect modifications, and multiple imputation was used to handle missing data. Results Over a mean follow-up of 6 years, 914 incident BPH cases were identified among the4766 participants (cumulative incidence: 19.18%). After adjusting for confounders, each 10 μg·m−3 increase in PM1, PM2.5, and PM10 concentrations was associated with a 13.1% (RR=1.131, 95%CI: 1.063, 1.203), 8.5% (RR=1.085, 95%CI: 1.050, 1.122), and 5.1% (RR=1.051, 95%CI: 1.034, 1.069) increased risk of BPH, respectively. RCS analysis showed that no nonlinear relationship was found between PM1 and PM2.5 and the risk of BPH (P>0.05); however, a nonlinear association was observed for PM10 (P=0.03), with the risk increment slowing beyond 100 μg·m−3. Subgroup and sensitivity analyses confirmed the robustness of these findings. Conclusion Long-term exposure to ambient particulate matter may be associated with an increased risk of incident BPH in middle-aged and older men.
3.N-myc downstream-regulated gene 1 aggravates ferroptosis in brain microvascular endothelial cells induced by oxygen-glucose deprivation
Haifeng HUANG ; Yuyuan GAO ; Qingrui DUAN ; Lijuan WANG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(6):798-803
Objective To investigate the effect of N-myc downstream regulated gene 1(NDRG1)on ferroptosis in mouse brain microvascular endothelial cells(BMVEC)induced by oxygen-glu-cose deprivation(OGD).Methods After primary BMVEC were isolated and cultured from mice,electron microscopy was used to observe the mitochondrial morphology of the cells after OGD.bEnd.3 cells were cultured and divided into six groups:control group,model group(OGD),si-NC(negative control)group,si-NDRG1(NDRG1 interference RNA)group,OGD+si-NC(negative control modeling)group,and OGD+si-NDRG1(NDRG1 interference)group(n=3).The model group,OGD+si-NC group,and OGD+si-NDRG1 group were subjected to the OGD model.Si-NC transfection was performed in the si-NC and OGD+si-NC groups,while si-NDRG1 transfection was carried out in the si-NDRG1 and OGD+si-NDRG1 groups.Cell viability,MDA,glutathione,Fe2+,lipid peroxidation levels,and protein levels of NDRG1,glutathione peroxidase 4(GPX4),and acyl-CoA synthetase long-chain family member 4(ACSL4)were detected in each group.Results Compared with the control group,the model group showed a significant reduction in the number of cells adhering to the surface after OGD treatment,swollen cytoplasm and decrease in cell viability[(37.68±2.43)%vs(96.34±12.08)%,P<0.05],down-regulation of GPX4 and up-regulation of ACSL4 and NDRG1 expression(0.78±0.02 vs 1.15±0.01,P<0.01;1.45±0.04 vs 0.78±0.12,P<0.01;1.22±0.01 vs 0.13±0.01,P<0.01).In the si-NDRG1 group,the protein levels of GPX4 and NDRG1 were significantly lower,while the protein levels of ACSL4 and gluta-thione were significantly higher than the si-NC group(P<0.05).The OGD+si-NC group showed significantly lower GPX4 expression and glutathione level,while obviously higher NDRG1,ACSL4 expression,MDA,and relative fluorescence intensities of Fe2+and oxidized lipid levels when compared to the si-NC and si-NDRG1 groups(P<0.05).The OGD+si-NDRG1 group showed significantly lower GPX4 expression and glutathione level,and higher ACSL4 and relative fluorescence intensity of Fe2+than the si-NC group and the si-NDRG1 group,while lower NDRG1 expression than the si-NC group but higher than the si-NDRG1 group,and lower NDRG1,ACSL4,MDA,and relative fluorescence intensities of Fe2+and oxidized lipids when compared with the OGD+si-NC group(P<0.05).Conclusion Knockdown of NDRG1 can alleviate OGD-induced ferroptosis in microvascular endothelial cells by improving iron metabolism and lipid per-oxidation.
4.Intravascular therapy outcomes,prognostic influencing factors and thrombus pathological analysis in acute ischemic stroke with large vessel occlusion after cardiac surgery
Tengyun MA ; Yuyuan GAO ; Guixian MA ; Bin ZHANG ; Lijuan WANG
Chinese Journal of Cerebrovascular Diseases 2025;22(5):291-301
Objective To explore the therapeutic effect and prognostic influencing factors of endovascular therapy for periprocedural acute ischemic stroke with large vessel occlusion(AIS-LVO)after cardiac surgery,and to analyze the pathological characteristics of thrombi leading to LVO.Methods This study retrospectively and consecutively enrolled patients who experienced AIS-LVO during the perioperative period of cardiac surgery at the Cardiovascular Surgery Department of Guangdong Provincial People's Hospital from June 1,2017,to March 31,2024.The patients were divided into a surgical group and a non-surgical group based on whether they received endovascular treatment.The clinical and imaging data of the patients were collected,including gender,age,hypertension,diabetes,history of smoking,low-density lipoprotein cholesterol,cardiac surgical methods(coronary artery bypass grafting,total arch replacement[TRA],cardiac valve replacement,other types of surgery[valve repair,atrial septal repair,ventricular septal repair,heart transplantation]),time from cardiac surgery to AIS onset,location of vascular occlusion(vertebral-basilar artery,right internal carotid artery,left internal carotid artery),National Institutes of Health stroke scale(NIHSS)score at the onset of stroke,time from stroke onset to puncture,stroke etiology(embolism,arterial dissection,atherosclerotic stenosis),and imaging data including Alberta stroke program early CT score(ASPECTS)of the anterior circulation,ASPECTS of the posterior circulation(pc-ASPECTS)and CT angiography,CT perfusion,etc.The thrombus samples were stained with hematoxylin-eosin and martius scarlet blue staining.According to the proportion of red blood cells(RBC)in the thrombus,the thrombi were classified as erythrocyte-rich thrombi(RBC proportion≥70%),mixed thrombi(RBC proportion 31%-69%),and fibrin-rich thrombi(RBC proportion≤30%).At 90d after stroke onset,the modified Rankin scale(mRS)was used for both outpatient and telephone follow-up.The mRS score 0-2 indicated a good prognosis,3-6 indicated a poor prognosis,and 6 points indicated death.Factors with P<0.1 in univariate Logistic regression and those factors may influence the prognosis according to clinical experience were included and further analyzed with multivariate Logistic regression to analyze the 90 d prognostic influencing factors after stroke onset for AIS-LVO patients during the perioperative period of cardiac surgery.Results A total of 102 patients who experienced AIS-LVO during the perioperative period of cardiac surgery(68 males,34females,with mean age of[58±14]years)were enrolled in this study,50 were in the non-surgery group and 52 in the surgery group.(1)Significant differences were observed between the surgical and non-surgical group in hypertension(32.7%[17/52]vs.54.0%[27/50],P=0.030),NIHSS score at stroke onset(12.3[12.3,21.8]vs.35.0[18.0,35.0],P<0.01),vascular occlusion site(P=0.048),cardiac surgery type(P<0.01),ASPECTS/pc-ASPECTS(9[8,9]vs.4[3,6],P<0.01),favorable90-day prognosis rate(75.0%[39/52]vs.10.0%[5/50],P<0.01)and 90-day mortality rate(7.7%[4/52]vs.68.0%[34/50],P<0.01).Other clinical and imaging data showed no significant differences(all P>0.05).In the surgery group,86.5%(45/52),7.7%(4/52),and 5.8%(3/52)patients were attributed to embolism,arterial dissection,and atherosclerotic stenosis,respectively.(2)Univariate Logistic regression analysis identified NIHSS score at stroke onset,TRA,endovascular therapy,and ASPECTS/pc-ASPECTS score as prognostic factors affecting the 90-day prognosis after stroke.Set the patient's 90-day prognosis(assign favorable prognosis as 1 and poor prognosis as 0)as dependent variable,incorporate factors with P<0.1 in the univariate Logistic analysis and location of vascular occlusion in a multivariate Logistic regression analysis.The results showed that high NIHSS score on stroke onset(OR,0.86,95%CI 0.78-0.95,P=0.002)and non endovascular therapy(OR,6.93,95%CI 1.05-45.55,P=0.044)were independent risk factors of poor prognosis 90-day after stroke onset for AIS-LVO patients during the perioperative period of cardiac surgery.(3)Among 45 cardioembolic patients,thrombus samples from 33 patients were analyzed.The analysis revealed no erythrocyte-rich thrombi,3 mixed thrombi,and 30 fibrin-rich thrombi,with 12having a fibrin proportion exceeding 90%.Conclusion Endovascular therapy improved the prognosis and reduces mortality rate in patients with periprocedural AIS-LVO after cardiac surgery,and thrombi in these patients are predominantly fibrin-rich.
5.Study on lateralization of language related white matter fibers during post-stroke aphasia recovery period
Yuyuan WANG ; Haozheng LI ; Dongxiang FANG
Chinese Journal of Rehabilitation Medicine 2025;40(6):841-846
Objective:To investigate the correlation between arcuate fasciculus(AF),superior longitudinal fasciculus(SLF),inferior longitudinal fasciculus(ILF),and post-stroke aphasia(PSA)by diffusion tensor imaging(DTI).Method:Fourteen patients with post-stroke aphasia were included,while 18 healthy individuals with gender and age matching were recruited as controls.Western aphasia battery(WAB)and DTI were performed in two groups of participants.Result:Compared with normal healthy controls,aphasic patients had dominant side AF,SLF-Ⅱ,SLF-Ⅲ,and ILF damage,with a significant decrease in fiber FA value,fiber quantity,and fiber length(P<0.05).However,dominant side SLF-I,non dominant side AF,SLF-I,SLF-Ⅱ,and SLF-Ⅲ had no significant damage(P>0.05).The non-dominant side ILF fiber quantity of non-dominant side in the aphasic group was significantly lower than that in the healthy control group(P<0.05).However,there were no significant decrease in the FA value and fiber length between two groups(P>0.05).There was no significant correlation between specific single bundle fi-ber damage and WAB's AQ,spontaneous speech,auditory comprehension,repetition and naming scores(P>0.05).Conclusion:The injury of AF,SLF-Ⅱ,SLF-Ⅲ,and ILF in the dominant side of the brain is an important central mechanism for the occurrence of PSA.
6.Feasibility study on deep learning for thigh muscles automatic segmentation on axial T 1WI in patients with Duchenne muscular dystrophy
Yile WANG ; Yuyuan NAN ; Yuen ZHANG ; Wei LIU ; Rui YAN
Chinese Journal of Radiology 2025;59(11):1286-1292
Objective:To investigate the feasibility of thigh muscles segmentation in patients with Duchenne muscular dystrophy (DMD) using the TransUNet deep learning model on MRI.Methods:This was a cross-sectional study. From April 2023 to September 2024, the axial T 1WI imagings of 60 DMD patients, confirmed by genetic analysis at Northwest Women′s and Children′s Hospital, were enrolled in this retrospective study. Patients were divided into a training set ( n=48) and a test set ( n=12) at a ratio of 8∶2 using random sampling. Fat infiltration scores were assigned to 11 thigh muscles, including the rectus femoris, vastus lateralis, vastus intermedius, vastus medialis, sartorius, adductor longus, adductor magnus, gracilis, semimembranosus, semitendinosus, and biceps femoris long head. A total of 1 078 images were included (884 for training, 194 for testing).The 12 DMD patients in the test set were divided into groups G1 to G4, with 2, 4, 2, and 4 cases respectively, according to the total score of muscle fat infiltration from low to high. A TransUNet model was trained on the T 1WI to perform automatic segmentation of the 11 thigh muscles in both thighs. The segmentation performance of the TransUNet automatic segmentation model was evaluated using the Dice similarity coefficient (DSC), intersection over union (IoU), and average symmetric surface distance (ASSD), with the results of manual delineation by physicians as the gold standard. And one-way analysis of variance or the Kruskal-Wallis H test was used to compare the segmentation effects of the automatic segmentation model on the thigh muscles of children among G1 to G4. Results:The mean processing time for the automatic segmentation of all 11 muscles in both thighs per patient was (8.3±1.5) s. The DSC, IoU and ASSD in training set and in test set were 0.971±0.011, 0.948±0.019, 0.69 (0.55, 0.96) and 0.944±0.021, 0.900±0.038, 0.58 (0.55, 0.91), respectively. In the training set, the semitendinosus muscle achieved the best segmentation results (DSC 0.99, IoU 0.97, ASSD 0.52). In the test set, the sartorius muscle showed the best segmentation performance (DSC 0.96, IoU 0.93, ASSD 0.50). There were no statistically significant differences in the overall DSC, IoU, or ASSD of the automatic segmentation model across groups G1 to G4 ( P>0.05). Conclusions:The TransUNet automatic segmentation model can rapidly and accurately segment the bilateral thigh muscles in patients with DMD, and the segmentation performance demonstrated consistent among patients with different degrees of muscle fat infiltration.
7.N-myc downstream-regulated gene 1 aggravates ferroptosis in brain microvascular endothelial cells induced by oxygen-glucose deprivation
Haifeng HUANG ; Yuyuan GAO ; Qingrui DUAN ; Lijuan WANG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(6):798-803
Objective To investigate the effect of N-myc downstream regulated gene 1(NDRG1)on ferroptosis in mouse brain microvascular endothelial cells(BMVEC)induced by oxygen-glu-cose deprivation(OGD).Methods After primary BMVEC were isolated and cultured from mice,electron microscopy was used to observe the mitochondrial morphology of the cells after OGD.bEnd.3 cells were cultured and divided into six groups:control group,model group(OGD),si-NC(negative control)group,si-NDRG1(NDRG1 interference RNA)group,OGD+si-NC(negative control modeling)group,and OGD+si-NDRG1(NDRG1 interference)group(n=3).The model group,OGD+si-NC group,and OGD+si-NDRG1 group were subjected to the OGD model.Si-NC transfection was performed in the si-NC and OGD+si-NC groups,while si-NDRG1 transfection was carried out in the si-NDRG1 and OGD+si-NDRG1 groups.Cell viability,MDA,glutathione,Fe2+,lipid peroxidation levels,and protein levels of NDRG1,glutathione peroxidase 4(GPX4),and acyl-CoA synthetase long-chain family member 4(ACSL4)were detected in each group.Results Compared with the control group,the model group showed a significant reduction in the number of cells adhering to the surface after OGD treatment,swollen cytoplasm and decrease in cell viability[(37.68±2.43)%vs(96.34±12.08)%,P<0.05],down-regulation of GPX4 and up-regulation of ACSL4 and NDRG1 expression(0.78±0.02 vs 1.15±0.01,P<0.01;1.45±0.04 vs 0.78±0.12,P<0.01;1.22±0.01 vs 0.13±0.01,P<0.01).In the si-NDRG1 group,the protein levels of GPX4 and NDRG1 were significantly lower,while the protein levels of ACSL4 and gluta-thione were significantly higher than the si-NC group(P<0.05).The OGD+si-NC group showed significantly lower GPX4 expression and glutathione level,while obviously higher NDRG1,ACSL4 expression,MDA,and relative fluorescence intensities of Fe2+and oxidized lipid levels when compared to the si-NC and si-NDRG1 groups(P<0.05).The OGD+si-NDRG1 group showed significantly lower GPX4 expression and glutathione level,and higher ACSL4 and relative fluorescence intensity of Fe2+than the si-NC group and the si-NDRG1 group,while lower NDRG1 expression than the si-NC group but higher than the si-NDRG1 group,and lower NDRG1,ACSL4,MDA,and relative fluorescence intensities of Fe2+and oxidized lipids when compared with the OGD+si-NC group(P<0.05).Conclusion Knockdown of NDRG1 can alleviate OGD-induced ferroptosis in microvascular endothelial cells by improving iron metabolism and lipid per-oxidation.
8.Advances in diagnostic imaging markers of Alzheimer′s disease
Ziyun WANG ; Liu YANG ; Guowen MIN ; Yuyuan HUANG ; Jintai YU
Chinese Journal of Neurology 2025;58(8):892-898
Alzheimer′s disease (AD) is one of the most common neurodegenerative diseases, and its diagnosis heavily relies on imaging biomarkers. This paper integrates core pathological markers, such as amyloid β (Aβ)-positron emission tomography (PET), tau-PET, structural magnetic resonance imaging, and fluorodeoxyglucose-PET, with the latest advancements in novel imaging biomarkers, including inflammation, synaptic imaging, and cerebrovascular injury-related markers, based on the Aβ proteinopathy, tau proteinopathy, neurodegeneration, inflammation, α-synuclein and vascular brain injury biomarkers (AT 1T 2NISV) framework proposed by the 2024 Alzheimer′s Association diagnostic guidelines. With the development of machine learning and artificial intelligence technologies, future research should focus on enhancing the specificity of imaging biomarkers and developing precise diagnostic models for comorbidities to better address the heterogeneity and complex pathological features of AD.
9.Mediating effect of resilience on AIDS-related stress and patient-reported outcome among elderly cases with HIV/AIDS
ZHONG Yuyuan ; XU Xinhui ; WANG Jiachuan ; MEN Yaling ; LI Yuheng ; GU Renjun ; WANG Hongmei
Journal of Preventive Medicine 2025;37(12):1189-1194
Objective:
To examine the mediating effect of resilience on AIDS-related stress and patient-reported outcome among elderly cases with HIV/AIDS, so as to provide the basis for promoting mental health and improving health outcomes of this population.
Methods:
From June to July 2024, elderly cases with HIV/AIDS receiving treatment in the infectious diseases department of a tertiary-level hospital in Sichuan Province and undergoing follow-up management at 12 community health service centers in Wuhou District, Chengdu City, Sichuan Province, were selected as study participants using convenience sampling method. Data on demographic information, duration since confirmed diagnosis and the most recent CD4+T lymphocyte count were collected through questionnaire surveys. The Chinese versions of the HIV/AIDS Stress Scale, the Chinese versions of the 10-item Connor-Davidson Resilience Scale, and the Patient-Reported Outcome Scale for Elderly HIV/AIDS Patients were used to assess AIDS-related stress, resilience, and patient-reported outcome, respectively. Structural equation modeling was performed using Mplus 8.3 software to analyze the mediating effect of resilience on AIDS-related stress and patient-reported outcome. The Bootstrap method was employed to test the significance of the mediating effect.
Results:
A total of 424 elderly HIV/AIDS cases were included, with a mean age of (62.04±8.73) years. Among them, 315 (74.29%) were males and 109 (25.71%) were females. The median scores were 23.00 (interquartile range, 11.00) points for AIDS-related stress, 30.00 (interquartile range, 7.00) points for resilience, and 363.45 (interquartile range, 53.03) points for the total score of patient-reported outcome. Resultsof the mediation effect analysis revealed that AIDS-related stress had a direct negative effect on patient-reported outcome (β=-0.608, 95%CI: -0.742 to -0.465). It also exerted an indirect negative effect on patient-reported outcome through the mediating role of resilience (β=-0.258, 95%CI: -0.364 to -0.158), with the mediating effect accounting for 29.79% of the total effect.
Conclusion
AIDS-related stress among elderly cases with HIV/AIDS can directly or indirectly negatively affect patient-reported outcome through resilience.
10.Analysis of hepatitis C infection status in a general grade III hospital in Beijing
Haiying ZHANG ; Runling ZHANG ; Yuyuan JIA ; Yan LIU ; Zhenyu WANG ; Ling ZHU ; Hongsong CHEN ; Huiying RAO
Chinese Journal of Experimental and Clinical Virology 2025;39(2):219-225
Objective:To evaluate the prevalence of hepatitis C virus (HCV) infection among patients attending a comprehensive tertiary hospital in Beijing and to pinpoint the key demographics for anti-HCV screening.Methods:A comprehensive retrospective analysis was undertaken, examining data from 631 424 patients who underwent anti-HCV testing between 2017 and 2023. Testing for anti-HCV was conducted using the Abbott i2000 fully automated chemiluminescent immunoassay analyzer. HCV nucleic acid testing was performed with the Roche Cobas AmpliPrep/Cobas TaqMan 96 fluorescent quantitative PCR system, while HCV genotyping was achieved through sequencing.Results:The positive rate of HCV antibodies demonstrated a gradual decline over the years, decreasing from 1.62% in 2017 to 1.01% in 2023. The overall positive rate stood at 1.36% (8 574/631 424), with a nucleic acid testing rate of 59.24% (5 079/8 574) and a nucleic acid positive rate of 34.28% (1 741/5 079). The majority of anti-HCV positive patients came from the department of hepatology (12.17%), followed by hepatobiliary surgery (3.03%), emergency medicine (1.68%), cardiovascular medicine (1.24%) and ophthalmology clinic (1.23%). Notably, the anti-HCV positive rate was significantly elevated in the ≥40 years old group compared to the <40 years old group, with statistical significance ( χ2=1 892.577, P=0.000). The highest anti-HCV positive rates were observed within the 60-69- and 80-99-years old brackets (both at 1.85%), while the peak HCV RNA positive rate was recorded in the 50-59 years old group (27.08%). Females exhibited a significantly higher positive rate (18.53%) than males (15.75%) ( χ2=8.066, P<0.01). When anti-HCV levels surpassed 9 S/CO, the HCV RNA positive rate was notably high, exceeding 38.97%. Intriguingly, at antibody levels ranging from 15 to 16 S/CO, the HCV RNA positive rate climbed to a maximum of 56.17%. Conclusions:This study has successfully identified the key populations for anti-HCV screening: Patients aged over 40, particularly female patients within the 50-69 age bracket; Patients in hepatology, hepatobiliary surgery, emergency medicine, cardiovascular medicine and ophthalmology departments.


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