1.Risk factors for postoperative recurrence and metastasis and the impact of surgical approaches on the prognosis of T1 stage Ⅲ/Ⅳ clear cell renal cell carcinoma
Jianbo JI ; Haonan CHEN ; Tiantian YUAN ; Zhaokui QU ; Guoxin SONG ; Meiling BAO ; Xiaodong LIANG ; Bo JIANG ; Yiyang WANG ; Hao JI ; Pengchao LI
Journal of Modern Urology 2026;31(1):12-16
Objective To investigate the risk factors for postoperative recurrence and metastasis in patients with T1 stageⅢ/Ⅳ clear cell renal cell carcinoma(ccRCC), and to analyze the influence of surgical methods on prognosis, so as to provide prognostic evaluation and treatment guidance for clinical practice. Methods A retrospective analysis was conducted on 398 patients diagnosed with T1 stage Ⅲ/Ⅳ ccRCC who underwent either partial nephrectomy(PN)or radical nephrectomy(RN)at Jiangsu Province Hospital during Jan. 2008 and Sep. 2022. The patients were divided into recurrence group(n=49)and non-recurrence group(n=349)according to whether the tumor recurred during the follow-up period. The general, clinical data and prognosis were compared between the two groups. Univariate and multivariate Cox regression analyses were used to explore the factors influencing disease-free survival(DFS)and overall survival(OS)after surgery. Subgroup analysis using Kaplan-Meier curves was performed for T1a and T1b patients. Results During the median follow-up of 67(42, 98)months, the recurrence group was characterized by older age, larger tumor diameter, higher proportion of T1b stage, and more complex tumor anatomy. Univariate and multivariate Cox regression analyses showed that age ≥55 years and R.E.N.A.L. score ≥7 were independent risk factors for poorer DFS and OS(P<0.05). Subgroup analysis revealed that PN or RN did not significantly affect DFS or OS in T1a patients and OS in T1b patients, while RN significantly improved DFS in T1b patients(P<0.05). Conclusion Age ≥55 years and R.E.N.A.L. score ≥7 are independent risk factors for poor DFS and OS in highgrade T1 ccRCC patients. For T1b patients, RN may improve DFS.
2.Distribution characteristics, source apportionment, and health risk assessment of metals and metalloids in PM2.5 in a southern city in 2019
Yaxin QU ; Suli HUANG ; Chao WANG ; Jie JIANG ; Jiajia JI ; Daokui FANG ; Shaohua XIE ; Xiaoheng LI ; Ning LIU
Journal of Environmental and Occupational Medicine 2025;42(2):196-204
Background Metals and metalloids in fine particulate matter (PM2.5) may cause damage to the respiratory and circulatory systems of the human body, and long-term exposure is prone to causing chronic poisoning, cancer, and other adverse effects. Objective To assess the distribution characteristics of metals and metalloids in outdoor PM2.5 in a southern city of China, conduct source apportionment, and evaluate the associated health risks, thereby providing theoretical support for further pollution control measures. Methods PM2.5 samples were collected in districts A, B, and C of a southern China city, and the concentrations of 17 metals and metalloids were detected by inductively coupled plasma-mass spectrometry (ICP-MS). Pollution sources were assessed through enrichment factor and principal components analysis, and the main pollution sources were quantified using absolute principal component scores-multivariate linear regression (APCS-MLR). Health risks were evaluated based on the Technical guide for environmental health risk assessment of chemical exposure (WS/T777—2021). Results The ambient air PM2.5 concentrations in the city were higher in winter and spring, and lower in summer and autumn. The annual average concentrations of ambient PM2.5 in districts A, B, and C were 36.7, 31.9, and 24.4 μg·m−3, respectively. The ambient PM2.5 levels in districts B and C were below the second-grade limit set by the Ambient air quality standards (GB 3095—2012). The enrichment factors of cadmium (Cd), aluminum (Al), and antimony (Sb) were greater than 10, those of copper (Cu), lead (Pb), arsenic (As), nickel (Ni), mercury (Hg), and molybdenum (Mo) fell between 1 and 10, and those of manganese (Mn), vanadium (V), chromium (Cr), cobalt (Co), barium (Ba), beryllium (Be), and uranium (U) were below or equal to 1. The comprehensive evaluation of source analysis showed that the main pollution sources in districts A and C and the whole city were coal-burning. In district B, the main pollution source was also coal combustion, followed by industrial process sources and dust sources. The carcinogenic risks of As and Cr were between 1×10−6 and 1×10−4. However, the hazard quotients for 15 metals and metalloids in terms of non-carcinogenic risk were below 1. Conclusion Cr and As in the atmospheric PM2.5 of the city present a certain risk of cancer and should be paid attention to. In addition, preventive control measures should be taken against relevant pollution sources such as industrial emission, dust, and coal burning.
3.Value of CT perfusion imaging combined with serum EPA/AA in predicting hemorrhage transformation and short-term prognosis after thrombolysis in acute ischemic stroke with leukoaraiosis
Jian XIONG ; Zhan-li QU ; Yu REN ; Jun-ming YIN ; Yi-fei JI
Journal of Regional Anatomy and Operative Surgery 2025;34(1):32-37
Objective To investigate the value of CT perfusion imaging (CTP) combined with serum eicosapentaenoic acid (EPA)/arachidonic acid (AA) in predicting hemorrhage transformation and short-term prognosis after thrombolysis in acute ischemic stroke (AIS) patients with leukoaraiosis. Methods Ninety-eight AIS patients with leukoaraiosis admitted to the department of neurology of our hospital from January 2021 to December 2022 were selected and divided into the hemorrhage transformation group and non-hemorrhage transformation group according to whether hemorrhage transformation occurred after thrombolysis. The Fazekas scale was used to evaluate the leukoaraiosis of the patients. CTP parameters and EPA/AA were compared between patients in the two groups and patients with different degrees of leukoaraiosis in the hemorrhage transformation group. The predictive value of CTP parameters and EPA/AA on the occurrence of hemorrhage transformation was evaluated by receiver operating characteristic (ROC) curve. The prognosis was assessed according to the modified Rankin scale (mRS) score 1 month after thrombolysis;the linear and linear combinations are used to evaluate the linear relationship between variables;the ROC curve was used to evaluate the predictive value of CTP parameters and EPA/AA in the short-term prognosis of patients. Results The reactive cerebral blood flow (rCBF),reactive cerebral blood volume (rCBV),CTP integration index and EPA/AA in the hemorrhage transformation group were significantly lower than those in the non-hemorrhage transformation group (P<0.05),while the relative time to peak (rTTP) was significantly longer than that in the non-hemorrhage transformation group (P<0.05). The incidence of hemorrhage transformation increased with the increase of leukoaraiosis degree (P<0.05). In the hemorrhage transformation group,rCBF,rCBV,CTP integration index and EPA/AA of patients with mild leukoaraiosis were higher than those of patients with moderate-severe leukoaraiosis (P<0.05). In patients with mild leukoaraiosis,the area under the curve (AUC) of rCBF and EPA/AA in predicting hemorrhage transforma-tion were 0.712 and 0.720,respectively (P<0.05);in patients with moderate-severe leukoaraiosis,the AUC of rCBF,rCBV,rTTP,CTP integration index and EPA/AA in predicting hemorrhage transformation were 0.738,0.714,0.717,0.739 and 0.742,respectively (P<0.05). Among the 98 patients received thrombolysis,35 patients had a poor prognosis. The AUC of rCBF,rCBV,CTP integration index and EPA/AA in predicting short-term prognosis were 0.742,0.732,0.704 and 0.738,respectively,and the AUC of the four combined prediction was 0.968. Conclusion CTP parameters and EPA/AA have a certain predictive value for the occurrence of hemorrhage transformation after thrombolysis in AIS patients with leukoaraiosis,and rCBV,rCBF,CTP integration index and EPA/AA are important influencing factors of the short-term prognosis for these patients.
4.Indoleamine-2,3-dioxygenase 1 mediated enhanced tryptophan metabolism affects radiation resistance in esophageal squamous cell carcinoma
Chao JI ; Weibin HU ; Ying WANG ; Fengyi QU ; Yuchen XIE ; Siqi LIU ; Xiaozhi ZHANG ; Yuchen SUN
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(1):78-85
Objective To explore the biological mechanism of radiation resistance in esophageal squamous cell carcinoma(ESCC)and search for effective sensitization targets.Methods We retrieved 186 signaling pathways and related gene information from the MSigDB database.We also obtained RNA transcriptome data of ESCC patients using the Cancer Genome Atlas(TCGA)and Gene Expression Omnibus(GEO)databases.We collected clinical pathological characteristics and tissue samples of 97 ESCC patients in our hospital from 2013 to 2020.Gene set variation analysis(GSVA)was made to calculate KEGG signaling pathway score,radiotherapy resistance related signaling pathways were screened through random forest algorithm,key genes in the pathway were screened using DESeq2,and a radiotherapy efficacy prediction model was constructed based on support vector machine-recursive feature elimination(SVM-RFE).The results were validated through experiments such as Western blotting and clonogenic assay.Results Based on the KEGG signaling pathway and GSVA enrichment score,random forest analysis showed that in the TCGA and GSE45670 cohorts,the contribution of tryptophan metabolism pathway enrichment values to radiation resistance in ESCC was significantly better than that of the other pathways.DESeq2 analysis revealed that key molecules in the tryptophan metabolism pathway,namely,IDO1,ALDH1B1,AOC1,INMT,AFMID and ALDH7A1,were significantly differentially expressed in the resistant and sensitive groups of ESCC.Based on the SVM-RFE algorithm,the AUC was 0.77,which could accurately predict the radiotherapy efficacy of ESCC.Western blotting experiments showed that IDO1 was highly expressed in ESCC cells,and IDO1 inhibitor treatment significantly inhibited the survival ability and radiosensitivity of KYSE-410 cells.In the enrolled patients of our hospital,immunohistochemical studies showed that IDO1 was highly expressed in the radiotherapy resistant group of ESCC and was associated with poor radiotherapy prognosis in ESCC patients.In addition,further testing showed that the expression of IDO1 in patient samples from our hospital was positively correlated with its PD-L1 expression,but negatively correlated with the infiltration ratio of CD3/CD8 immune cells.Conclusion Tryptophan catabolism is associated with radiation resistance in ESCC,and the key enzyme IDO1 in tryptophan metabolism can be used as a therapeutic target for radiosensitization in ESCC.
5.Development and validation of a prognostic model for predicting the persistence of prostate-specific antigen after radical prostatectomy
Xianqi SHEN ; Wenhui ZHANG ; Jin JI ; Yan WANG ; Min QU ; Zhenyang DONG ; Jialun LI ; Zenghui ZHOU ; Jie WANG ; Xu GAO
Chinese Journal of Urology 2025;46(1):37-43
Objective:To investigate the factors influencing the persistence of prostate specific antigen(PSA) following radical prostatectomy, and to develop and validate a predictive model for PSA persistence.Methods:Clinical data from 1 828 patients who underwent radical prostatectomy at Shanghai Changhai Hospital between January 2015 and December 2023 were retrospectively analyzed. Of these, 1 295 patients from January 2015 to April 2021 comprised the modeling group, while 533 patients from May 2021 to December 2023 formed the validation group. Additionally, 109 patients who underwent radical surgery at the Third Affiliated Hospital of Naval Medical University between March and December 2023 were included as an external validation group. Patients with incomplete clinical information, serum PSA levels exceeding 100 ng/ml, or those who received preoperative neoadjuvant therapy were excluded. Ultimately, 1 003, 369, and 86 patients were included in the modeling, validation, and external validation groups, respectively. The modeling group had serum PSA of 19.29 (8.43, 23.73) ng/ml; the clinical stages were distributed as T 1, T 2, T 3, and T 4 in 191, 673, 123, and 16 patients, respectively; the primary Gleason scores of biopsy were 3, 4, and 5 in 460, 466, and 77 patients, respectively; and the secondary Gleason scores were 3, 4, and 5 in 363, 486, and 154 patients, respectively. The validation group had serum PSA of 12.80 (6.82, 14.40) ng/ml; the clinical stages were distributed as T 1, T 2, T 3, and T 4 in 40, 289, 37, and 3 patients, respectively; the primary Gleason scores of biopsy were 3, 4, and 5 in 218, 145, and 6 patients, respectively; and the secondary Gleason scores were 3, 4, and 5 in 140, 184, and 45 patients, respectively. The external validation group had serum PSA of 12.84 (7.11, 12.97) ng/ml; the clinical stages were distributed as T 1, T 2 and T 3 in 9, 68, and 9 patients, respectively; the primary Gleason scores of biopsy were 3, 4, and 5 in 58, 27, and 1 patient, respectively; and the secondary Gleason scores were 3, 4, and 5 in 28, 50, and 8 patients, respectively. Logistic regression analysis was used to identify independent risk factors for PSA persistence after radical prostatectomy in the modeling group and a prediction model was constructed. The predictive performance of the model was analyzed using the area under the curve (AUC) of the receiver operating characteristics (ROC) curve, the calibration curve, and the clinical decision curve. The predictive performance of the model was verified by the ROC curve in the validation group and the external validation group. Results:The incidence of persistent PSA after surgery in the modeling group, validation group, and external validation group was 8.97% (90/1 003), 7.32% (27/369), and 17.4% (15/86), respectively. In the modeling group, univariate and multivariate logistic regression analysis revealed that serum PSA, percentage of positive needle cores, primary Gleason score on biopsy, and secondary Gleason score on biopsy were independent risk factors for PSA persistence ( P<0.05), and a prediction model was constructed based on these factors. The AUC value of this model was 0.790 (95% CI 0.745-0.835). Calibration curve and clinical decision curve analyses showed that the model's predicted probabilities aligned well with actual risks within the 0-40% prediction interval, providing clinical benefit. The AUC values of the ROC curves in the validation group and external validation group were 0.808 (95% CI 0.719-0.897) and 0.822 (95% CI 0.714-0.929), respectively, indicating that the model had good predictive performance. Conclusions:The predictive model for PSA persistence, constructed based on serum PSA, percentage of positive needle cores, primary and secondary Gleason score on biopsy, demonstrated good clinical predictive performance, exhibiting high accuracy in both internal and cross-center validation.
6.Value of CT perfusion imaging combined with serum EPA/AA in predicting hemorrhage transformation and short-term prognosis after thrombolysis in acute ischemic stroke with leukoaraiosis
Jian XIONG ; Zhan-li QU ; Yu REN ; Jun-ming YIN ; Yi-fei JI
Journal of Regional Anatomy and Operative Surgery 2025;34(1):32-37
Objective To investigate the value of CT perfusion imaging (CTP) combined with serum eicosapentaenoic acid (EPA)/arachidonic acid (AA) in predicting hemorrhage transformation and short-term prognosis after thrombolysis in acute ischemic stroke (AIS) patients with leukoaraiosis. Methods Ninety-eight AIS patients with leukoaraiosis admitted to the department of neurology of our hospital from January 2021 to December 2022 were selected and divided into the hemorrhage transformation group and non-hemorrhage transformation group according to whether hemorrhage transformation occurred after thrombolysis. The Fazekas scale was used to evaluate the leukoaraiosis of the patients. CTP parameters and EPA/AA were compared between patients in the two groups and patients with different degrees of leukoaraiosis in the hemorrhage transformation group. The predictive value of CTP parameters and EPA/AA on the occurrence of hemorrhage transformation was evaluated by receiver operating characteristic (ROC) curve. The prognosis was assessed according to the modified Rankin scale (mRS) score 1 month after thrombolysis;the linear and linear combinations are used to evaluate the linear relationship between variables;the ROC curve was used to evaluate the predictive value of CTP parameters and EPA/AA in the short-term prognosis of patients. Results The reactive cerebral blood flow (rCBF),reactive cerebral blood volume (rCBV),CTP integration index and EPA/AA in the hemorrhage transformation group were significantly lower than those in the non-hemorrhage transformation group (P<0.05),while the relative time to peak (rTTP) was significantly longer than that in the non-hemorrhage transformation group (P<0.05). The incidence of hemorrhage transformation increased with the increase of leukoaraiosis degree (P<0.05). In the hemorrhage transformation group,rCBF,rCBV,CTP integration index and EPA/AA of patients with mild leukoaraiosis were higher than those of patients with moderate-severe leukoaraiosis (P<0.05). In patients with mild leukoaraiosis,the area under the curve (AUC) of rCBF and EPA/AA in predicting hemorrhage transforma-tion were 0.712 and 0.720,respectively (P<0.05);in patients with moderate-severe leukoaraiosis,the AUC of rCBF,rCBV,rTTP,CTP integration index and EPA/AA in predicting hemorrhage transformation were 0.738,0.714,0.717,0.739 and 0.742,respectively (P<0.05). Among the 98 patients received thrombolysis,35 patients had a poor prognosis. The AUC of rCBF,rCBV,CTP integration index and EPA/AA in predicting short-term prognosis were 0.742,0.732,0.704 and 0.738,respectively,and the AUC of the four combined prediction was 0.968. Conclusion CTP parameters and EPA/AA have a certain predictive value for the occurrence of hemorrhage transformation after thrombolysis in AIS patients with leukoaraiosis,and rCBV,rCBF,CTP integration index and EPA/AA are important influencing factors of the short-term prognosis for these patients.
7.Association of blood selenium exposure with sex hormones among men aged 18-79 years in China
Zheng LI ; Yingli QU ; Yawei LI ; Saisai JI ; Haocan SONG ; Qi SUN ; Miao ZHANG ; Wenli ZHANG ; Jiayi CAI ; Liang DING ; Ying ZHU ; Feng ZHAO ; Zhaojin CAO ; Yuebin LYU ; Lu WANG ; Xiaoming SHI
Chinese Journal of Preventive Medicine 2025;59(10):1632-1639
Objective:To investigate the association between blood selenium levels and sex hormones in Chinese men aged 18-79 years.Methods:Data were derived from the China National Human Biomonitoring survey conducted in 2017-2018, with a final sample size of 5 414 men. General demographic characteristics, behavioral habits, and dietary frequency were collected through questionnaires and physical examinations. Fasting blood samples were collected to measure blood lead, serum testosterone, and estradiol levels. Complex sampling linear regression models were used to analyze the associations between blood selenium levels and testosterone, estradiol, and the testosterone/estradiol ratio, adjusting for confounding factors including age, education level, marital status, smoking status, alcohol consumption, seafood intake, soy product intake, protein supplement intake, BMI, and diabetes status.Results:The mean age of the 5 414 participants was (46.85±27.91) years; 4 774 (91.65%) were of Han ethnicity and 4 505 (86.68%) were married. The median ( Q1, Q3) blood selenium concentration in men was 97.80 (80.64, 116.99) μg/L. After adjusting for confounding factors, the complex sampling linear regression model revealed negative associations between blood selenium levels and both testosterone levels and the testosterone/estradiol ratio, with a significant linear trend ( Ptrend<0.05). Compared with the Q1 group, the β (95% CI) values for testosterone in the Q2, Q3, and Q4 groups were -0.02 (-0.06 to 0.02), -0.03 (-0.08 to 0.01), and -0.06 (-0.09 to -0.02), respectively. Similarly, the β (95% CI) values for the testosterone/estradiol ratio in the Q2, Q3, and Q4 groups were -0.01 (-0.03 to 0.02), -0.01 (-0.04 to 0.04), and -0.03 (-0.06 to -0.01), respectively. Subgroup analysis indicated stronger associations between blood selenium levels and testosterone/estradiol levels in non-smoking and obese men (BMI≥28 kg/m2). Conclusion:Blood selenium levels are negatively associated with testosterone levels and the testosterone/estradiol ratio in Chinese adult males.
8.Mechanistic study on PLK4 regulation of invasion,proliferation and apoptosis in oral squamous cell carcinoma
Huan QIN ; Jie WANG ; Jie YANG ; Yingjie HUA ; Huijuan QU ; Honghai JI
China Oncology 2025;35(4):365-375
Background and purpose:Polo-like kinase 4(PLK4)is a cell cycle regulatory protein,which is closely related to the occurrence and development of a variety of malignant tumors.The aim of this study was to investigate the role of PLK4 in the proliferation,invasion and apoptosis of oral squamous cell carcinoma(OSCC).Methods:Gene Expression Profiling Interactive Analysis 2(GEPIA2)and the University of Alabama at Birmingham Cancer Data Analysis Portal(UALCAN)were used to analyze the expression of PLK4 in head and neck squamous cell carcinoma and surrounding normal tissues.Real-time fluorescence quantitative polymerase chain reaction(RTFQ-PCR)and Western blot were employed to evaluate the mRNA and protein expression of PLK4 in OSCC cells.We further analyzed PLK4,phosphoinositide 3-kinase(PI3K),phosphorylated phosphoinositide 3-kinase(p-PI3K),protein kinase B(AKT),phosphorylated protein kinase B(p-AKT),survivin,and cyclin D1 protein expression.The effects of PLK4 on cell proliferation,apoptosis and invasion were analyzed by cell counting kit-8(CCK-8)assay,flow cytometry and transwell assay.In addition,12 4-week-old SPF BALB/c female nude mice were divided into sh-NC group(n=6)and sh-PLK4 group(n=6)by random number table method.The sh-NC/sh-PLK4 cells were injected into the right anterior armpit of nude mice for subcutaneous tumor formation.The body weight,tumor volume and tumor weight of the two groups of nude mice were observed,and the stripped tumor tissues were analyzed by H-E staining.The animal experiments were approved by the Animal Experiment Center of Shandong Second Medical University(No:2024SDL840).Results:The results of GEPIA2 and UALCAN online databases showed that PLK4 was highly expressed in OSCC compared with normal tissues.In addition,PLK4 was highly expressed in OSCC cell lines(HN6,Cal-27,SCC-4,SCC-9,SCC-25)compared with oral mucosal epithelial cells(P<0.05).Western blot results showed that the expression levels of PI3K/AKT signaling pathway proteins p-PI3K,p-AKT,cyclin D1 and survivin were decreased after PLK4 knockdown and increased after PLK4 overexpression in OSCC cells(P<0.05).The cell proliferation activity and the number of transmembrane cells were positively correlated with the decrease and increase of PLK4 expression(P<0.05),while the cell apoptotic rate was negatively correlated(P<0.05),indicating that cell proliferation and apoptosis were both affected.In addition,compared with the sh-NC group,the tumor volume and weight of the nude mice in the sh-PLK4 group were decreased(P<0.05),while there was no significant difference in the body weight of the nude mice between the two groups(P>0.05).Moreover,the nuclear atypia of tumor tissues in sh-PLK4 group was lower than that in sh-NC group(P<0.05).Conclusion:PLK4 can regulate the invasion,proliferation and apoptosis of OSCC cells,potentially through the activation of PI3K/AKT signaling pathway.
9.Association of cadmium internal exposure levels with blood lipid in adults aged 18 to 79 years in China
Haocan SONG ; Saisai JI ; Zheng LI ; Yawei LI ; Feng ZHAO ; Yingli QU ; Yifu LU ; Yingying HAN ; Junxin LIU ; Jiayi CAI ; Tian QIU ; Wenli ZHANG ; Xiao LIN ; Junfang CAI ; Yuebin LYU ; Xiaoming SHI
Chinese Journal of Preventive Medicine 2025;59(8):1254-1263
Objective:To explore the association of blood and urinary cadmium levels with lipid profile levels and dyslipidemia in Chinese adults aged 18 to 79 years.Methods:Based on the China National Human Biomonitoring (CNHBM) program, a cross-sectional survey was conducted from 2017 to 2018 using a multi-stage stratified random sampling method, including a total of 10 713 adults aged 18 to 79 years. Data was obtained through questionnaires, physical examinations, biological sample collection, and laboratory testing. Multiple linear mixed effect model (MLMM) and generalized linear mixed effect model (GLMM) were used to analyze the association of blood and creatinine-corrected urinary cadmium levels with lipid profile levels as well as dyslipidemia among adults.Results:The age of 10 713 participants was (47.23±0.24) years, with 5 372 males accounting for 61.3% of the national population. The weighted mean±standard error (SE) of total cholesterol (TC), triglycerides (TG), low-density lipoprotein cholesterol (LDL-C), and high-density lipoprotein cholesterol (HDL-C) was (5.21±0.03), (1.86±0.03), (2.96±0.03), and (1.43±0.01) mmol/L, respectively. The prevalence rate of hypercholesterolemia, hypertriglyceridemia, mixed hyperlipidemia, low HDL-C, and high LDL-C was 16.0%, 21.6%, 6.6%, 13.5%, and 10.0%, respectively. MLMM showed that, after adjusting for relevant confounders, log-transformed blood cadmium levels were positively associated with increased levels of TC, TG and LDL-C ( P<0.05). When blood cadmium levels were categorized into quartiles, compared to the lowest exposure group ( Q1), participants in the highest blood cadmium exposure group ( Q4) had increases of 0.19 (95% CI: 0.06, 0.32) mmol/L in TC and 0.25 (95% CI: 0.08, 0.43) mmol/L in TG. GLMM indicated that, after adjusting for confounders, higher blood cadmium exposure levels were associated with increased risks of hypercholesterolemia, hypertriglyceridemia, mixed hyperlipidemia, and high LDL-C ( P<0.05). Further analysis by quartiles showed that, compared to the blood cadmium Q1 exposure group, the OR value (95% CI) for the Q4 group was 1.53 (1.12, 2.08) for hypercholesterolemia, 1.54 (1.09, 2.17) for hypertriglyceridemia, 2.24 (1.47, 3.40) for mixed hyperlipidemia, and 1.49 (1.07, 2.09) for high LDL-C. Conclusion:The cadmium internal exposure levels are associated with blood lipid profile levels as well as the incidence of dyslipidemia in Chinese adults aged 18 to 79.
10.Deep learning-based automatic morphological assessment of the aortic root in bicuspid aortic valve patients before transcatheter aortic valve replacement
Guozhong CHEN ; Yu MAO ; Aiqing JI ; Yingsong HUO ; Qian CHEN ; Wei WANG ; Jian YANG ; Jian LIU ; Haibo ZHANG ; Chenming MA ; Yifei QU ; Hui XU ; Zhengcan WU
Chinese Journal of Radiology 2025;59(9):1029-1036
Objective:To explore the construction of an evaluation model for aortic root anatomy and calcium burden in patients with bicuspid aortic valve (BAV) stenosis before transcatheter aortic valve replacement (TAVR) based on deep learning (DL) algorithms.Methods:A retrospective collection of 362 BAV stenosis patients who underwent TAVR from September 2023 to May 2024 was performed. All patients underwent cardiac CT angiography. The patients were divided into training group ( n=104), internal validation group ( n=206), and external validation group ( n=52). A DL model was trained on the training dataset to assess aortic root anatomy and calcification burden. The evaluation included the segmentation accuracy of the algorithm, the measurement performance of key anatomical structures (i.e., valve leaflets and type-1 and type-2 fusion raphe), and calcification burden, as well as the measurement efficiency. Overall segmentation performance was assessed using the average Dice coefficient (ADC). The fine-scale segmentation quality was validated by the 95th-percentile Hausdorff distance (HD-95) and the average symmetric surface distance (ASSD). The consistency of the measurement results was assessed using the Pearson correlation coefficient and the intraclass correlation coefficient ( ICC) with a two-way mixed model for absolute agreement. In addition, the total time and total mouse movement distance required for manual assessment versus the DL model on the validation datasets were recorded and compared. Results:The algorithm demonstrated excellent segmentation performance on aortic root anatomical targets, achieving outstanding consistency within both internal and external validation datasets (0.955

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