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Zhou L, Gao H, Zhang J, Xu Q, Wang Q, Wang L, Tan Y, Luo Z, Zhou J, Shuai H, Cai X, Zheng Y, Wang S, Duan X, Wu T. Metabolic syndrome and cancer risk: a two-sample Mendelian randomization study of European ancestry. Int J Surg 2025; 111:311-321. [PMID: 39051916 PMCID: PMC11745630 DOI: 10.1097/js9.0000000000001926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 06/25/2024] [Indexed: 07/27/2024]
Abstract
BACKGROUND The relationship between Metabolic Syndrome and cancer remains controversial. The authors aimed to assess the association between Metabolic Syndrome and cancer risk at different locations using a Mendelian randomization approach. METHODS The authors extracted single nucleotide polymorphisms (SNPs) of MetS and its components from public databases for populations of European ancestry. Causal effects were estimated using inverse variance weighting, MR-Egger, weighted median, and MR-PRESSO. Sensitivity analyses were performed using Cochran's Q test, MR-Egger intercept test, MR-PRESSO, leave-one-out analysis, and funnel plots. In addition, the authors calculated the Statistical power. Finally, the authors applied the False Discovery Rate (FDR) to correct our results. RESULTS IVW methods showed that Genetically predicted Metabolic Syndrome may be a potential risk factor for hepatocellular carcinoma ( P =0.031, P-FDR=0.093). Metabolic Syndrome was not causally associated with cancers at other sites (lung, thyroid, breast, prostate, kidney, bladder, colorectal, esophagus, and stomach). In further analyses, WC may increase the risk of lung ( P =0.003, P-FDR=0.018), and esophageal ( P =0.011, P-FDR=0.066) cancers and decrease the risk of prostate cancer ( P =0.006, P-FDR=0.001). Furthermore, hypertension may reduce the risk of Hepatic cancer ( P =0.014, P-FDR=0.084). CONCLUSION Our study suggests that genetically predicted Metabolic Syndrome may increase the risk of some cancers. Prevention and treatment of Metabolic Syndrome may help to prevent the development of related cancers.
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Affiliation(s)
- Lin Zhou
- Department of Urology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan
| | - Huiyu Gao
- Department of Urology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan
| | - Jiabin Zhang
- Department of Urology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan
| | - Qian Xu
- Department of Urology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan
| | - Qiang Wang
- Department of Urology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan
| | - Li Wang
- Department of Urology, The Second Hospital of Lanzhou University, Lanzhou
| | - Ying Tan
- Department of Urology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan
| | - Ziyuan Luo
- School of Clinical Medicine, North Sichuan Medical College, Gaoping, Nanchong, Sichuan
| | - Junjie Zhou
- Department of Urology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan
| | - Hui Shuai
- Department of Urology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan
| | - Xiang Cai
- Department of Urology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan
| | - Yongbo Zheng
- Department of Urology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan
| | - Shan Wang
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong
| | - Xi Duan
- Department of Dermatology, Affiliated Hospital of North Sichuan Medical College, Shunqing, Nanchong, Sichuan, People’s Republic of China
| | - Tao Wu
- Department of Urology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan
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Xi Y, Yang Y, Wang Z, Wang J. Higher genetically predicted triglyceride level increases the bladder cancer risk independent of LDL and HDL levels. Sci Rep 2024; 14:18652. [PMID: 39134790 PMCID: PMC11319622 DOI: 10.1038/s41598-024-69737-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 08/08/2024] [Indexed: 08/15/2024] Open
Abstract
The causal relationship between lipid levels and bladder cancer is still inconclusive currently. We aimed to reveal the causal relationship between triglycerides, HDL, and LDL and the risk of bladder cancer by univariable and multivariable Mendelian randomization (MR) analysis. The single nucleotide polymorphisms (SNPs) of exposure (triglycerides: 441,016 samples; HDL: 403,943 samples; LDL: 440,546 samples) were obtained from UK Biobank. The Genetic variation related to bladder cancer included 1554 cases and 359,640 controls. Univariable and multivariable MR methods were conducted with subsequent analysis, and smoking was regarded as a confounder. The inverse-variance weighted (IVW), MR-Egger, weighted-median method, Cochran's Q test, and MR-PRESSO were considered the main MR analysis and sensitivity analysis methods. Univariable MR analysis results suggested the triglycerides level (P = 0.011, OR = 1.001, 95% CI = 1.000-1.002) was causally associated with increased risk of bladder cancer. Multivariable MR results indicated that higher triglyceride levels could still increase the risk of bladder cancer after adjusting the effects of HDL, LDL, and smoking (P = 0.042, OR = 1.001, 95% CI = 1.000-1.002). Our findings supported that triglyceride level is causally associated with an increased risk of bladder cancer independent of LDL and HDL at the genetic level. Timely attention to changes in blood lipid levels might reduce the risk of bladder cancer.
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Affiliation(s)
- Yujia Xi
- Department of Urology, The Second Hospital of Shanxi Medical University, 382 Wuyi Road, Taiyuan, 030001, Shanxi, China
- Male Reproductive Health Research Center, Shanxi Medical University, Jinzhong, Shanxi, China
| | - Yusi Yang
- Department of Cardiology, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences Tongji Shanxi Hospital, Taiyuan, China
| | - Zhenxing Wang
- Department of Urology, The Second Hospital of Shanxi Medical University, 382 Wuyi Road, Taiyuan, 030001, Shanxi, China
- Male Reproductive Health Research Center, Shanxi Medical University, Jinzhong, Shanxi, China
| | - Jingqi Wang
- Department of Urology, The Second Hospital of Shanxi Medical University, 382 Wuyi Road, Taiyuan, 030001, Shanxi, China.
- Male Reproductive Health Research Center, Shanxi Medical University, Jinzhong, Shanxi, China.
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Yang S, Ye Z, Ning J, Wang P, Zhou X, Li W, Cheng F. Cholesterol Metabolism and Urinary System Tumors. Biomedicines 2024; 12:1832. [PMID: 39200296 PMCID: PMC11351655 DOI: 10.3390/biomedicines12081832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 08/06/2024] [Accepted: 08/09/2024] [Indexed: 09/02/2024] Open
Abstract
Cancers of the urinary system account for 13.1% of new cancer cases and 7.9% of cancer-related deaths. Of them, renal cancer, bladder cancer, and prostate cancer are most prevalent and pose a substantial threat to human health and the quality of life. Prostate cancer is the most common malignant tumor in the male urinary system. It is the second most common type of malignant tumor in men, with lung cancer surpassing its incidence and mortality. Bladder cancer has one of the highest incidences and is sex-related, with men reporting a significantly higher incidence than women. Tumor development in the urinary system is associated with factors, such as smoking, obesity, high blood pressure, diet, occupational exposure, and genetics. The treatment strategies primarily involve surgery, radiation therapy, and chemotherapy. Cholesterol metabolism is a crucial physiological process associated with developing and progressing urinary system tumors. High cholesterol levels are closely associated with tumor occurrence, invasion, and metastasis. This warrants thoroughly investigating the role of cholesterol metabolism in urinary system tumors and identifying novel treatment methods for the prevention, early diagnosis, targeted treatment, and drug resistance of urinary system tumors.
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Affiliation(s)
- Songyuan Yang
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China; (S.Y.); (Z.Y.); (J.N.); (P.W.); (X.Z.)
| | - Zehua Ye
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China; (S.Y.); (Z.Y.); (J.N.); (P.W.); (X.Z.)
| | - Jinzhuo Ning
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China; (S.Y.); (Z.Y.); (J.N.); (P.W.); (X.Z.)
| | - Peihan Wang
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China; (S.Y.); (Z.Y.); (J.N.); (P.W.); (X.Z.)
| | - Xiangjun Zhou
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China; (S.Y.); (Z.Y.); (J.N.); (P.W.); (X.Z.)
| | - Wei Li
- Department of Anesthesiology, Renmin Hospital of Wuhan University, Wuhan 430060, China;
| | - Fan Cheng
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China; (S.Y.); (Z.Y.); (J.N.); (P.W.); (X.Z.)
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Li F, Wang P, Ye J, Xie G, Yang J, Liu W. Serum EZH2 is a novel biomarker for bladder cancer diagnosis and prognosis. Front Oncol 2024; 14:1303918. [PMID: 38476362 PMCID: PMC10927824 DOI: 10.3389/fonc.2024.1303918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 01/19/2024] [Indexed: 03/14/2024] Open
Abstract
Objective The primary objective of this study was to examine the levels of serum EZH2 in patients diagnosed with bladder cancer, and subsequently evaluate its potential as a biomarker for both the diagnosis and prognosis of bladder cancer. Methods Blood samples were obtained from 115 bladder cancer patients and 115 healthy persons. We measured the EZH2 concentrations in the serum of these subjects via enzyme-linked immunosorbent assay (ELISA). To assess the diagnostic performance of serum EZH2 in detecting bladder cancer, we plotted receiver operating characteristic (ROC) curves and calculated their corresponding area under the curve (AUC). We also used the Cox regression model and log-rank test to investigate the correlation between EZH2 levels and clinicopathological characteristics, and survival rates of bladder cancer patients. Results Serum EZH2 levels were significantly higher in bladder cancer patients when compared to those in healthy persons. Serum EZH2 levels exhibited a significant correlation with TNM stage, lymph node metastasis, muscle invasion, and tumor size. At a cutoff value of 8.23 ng/mL, EZH2 was able to differentiate bladder cancer patients from healthy persons, with an AUC of 0.87, a sensitivity of 81.31%, and a specificity of 78.42%. High EZH2 levels correlated with poor overall survival rates and progression-free survival rates of bladder cancer patients. Conclusions Serum EZH2 levels were elevated in bladder cancer patients, and patients with higher serum EZH2 levels exhibited a poorer prognosis. This indicates that serum EZH2 could be a novel biomarker for bladder cancer diagnosis and prognosis. Such findings could improve the prognosis of bladder cancer patients by facilitating early detection and continuous monitoring.
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Affiliation(s)
- Feng Li
- Department of Urology, The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Pengqiao Wang
- Department of Medical Administration, The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Jun Ye
- Department of Clinical Laboratory, The Second Affiliated Hospital of Guizhou Medical University, Kaili, China
| | - Guoping Xie
- Department of Urology, The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Jinfeng Yang
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Wei Liu
- Department of Oncology, The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
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Zhang S, Wang D, Zhao J, Zhao H, Xie P, Zheng L, Sheng P, Yuan J, Xia B, Wei F, Zhang Z. Metabolic syndrome increases osteoarthritis risk: findings from the UK Biobank prospective cohort study. BMC Public Health 2024; 24:233. [PMID: 38243159 PMCID: PMC10799367 DOI: 10.1186/s12889-024-17682-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 01/05/2024] [Indexed: 01/21/2024] Open
Abstract
OBJECTIVE The association between Metabolic Syndrome (MetS), its components, and the risk of osteoarthritis (OA) has been a topic of conflicting evidence in different studies. The aim of this present study is to investigate the association between MetS, its components, and the risk of OA using data from the UK Biobank. METHODS A prospective cohort study was conducted in the UK Biobank to assess the risk of osteoarthritis (OA) related to MetS. MetS was defined according to the criteria set by the International Diabetes Federation (IDF). Additionally, lifestyle factors, medications, and the inflammatory marker C-reactive protein (CRP) were included in the model. Cox proportional hazards regression was used to calculate hazard ratios (HR) and 95% confidence intervals (CI). The cumulative risk of OA was analyzed using Kaplan-Meier curves and log-rank tests. To explore potential nonlinear associations between MetS components and OA risk, a restricted cubic splines (RCS) model was employed. In addition, the polygenic risk score (PRS) of OA was calculated to characterize individual genetic risk. RESULTS A total of 45,581 cases of OA were identified among 370,311 participants, with a median follow-up time of 12.48 years. The study found that individuals with MetS had a 15% higher risk of developing OA (HR = 1.15, 95%CI:1.12-1.19). Additionally, central obesity was associated with a 58% increased risk of OA (HR = 1.58, 95%CI:1.5-1.66), while hyperglycemia was linked to a 13% higher risk (HR = 1.13, 95%CI:1.1-1.15). Dyslipidemia, specifically in triglycerides (HR = 1.07, 95%CI:1.05-1.09) and high-density lipoprotein (HR = 1.05, 95%CI:1.02-1.07), was also found to be slightly associated with OA risk. When stratified by PRS, those in the high PRS group had a significantly higher risk of OA compared to those with a low PRS, whereas no interaction was found between MetS and PRS on OA risks. Furthermore, the presence of MetS significantly increased the risk of OA by up to 35% in individuals with elevated CRP levels (HR = 1.35, 95% CI:1.3-1.4). CONCLUSION MetS and its components have been found to be associated with an increased risk of OA, particularly in individuals with elevated levels of CRP. These findings highlight the significance of managing MetS as a preventive and intervention measure for OA.
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Affiliation(s)
- Shiyong Zhang
- Department of Joint Surgery, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, Guangdong, China
| | - Danni Wang
- Department of Epidemiology and Biostatistics, Clinical Big Data Research Center, The Seventh Affiliated Hospital, Sun Yat-Sen University, Shenzhen, 518000, Guangdong, China
- Chinese Health RIsk MAnagement Collaboration (CHRIMAC), Shenzhen, 518000, Guangdong, China
| | - Jinyu Zhao
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, 730000, Gansu, China
| | - Haitong Zhao
- Evidence Based Social Science Research Center, School of Public Health, Lanzhou University, Lanzhou, 730000, Gansu, China
| | - Peng Xie
- Digestive Diseases Center, The Seventh Affiliated Hospital,, Sun Yat-Sen University, Shenzhen, 518107, Guangdong, China
- Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital of Sun Yat-Sen University, No. 628 Zhenyuan Road, Shenzhen, 518107, Guangdong, China
| | - Linli Zheng
- Department of Joint Surgery, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, Guangdong, China
| | - Puyi Sheng
- Department of Joint Surgery, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, Guangdong, China
| | - Jinqiu Yuan
- Department of Epidemiology and Biostatistics, Clinical Big Data Research Center, The Seventh Affiliated Hospital, Sun Yat-Sen University, Shenzhen, 518000, Guangdong, China
- Chinese Health RIsk MAnagement Collaboration (CHRIMAC), Shenzhen, 518000, Guangdong, China
- Guangdong Provincial Key Laboratory of Gastroenterology, Center for Digestive Disease, The Seventh Affiliated Hospital, Sun Yat-Sen University, Shenzhen, 518000, Guangdong, China
| | - Bin Xia
- Department of Epidemiology and Biostatistics, Clinical Big Data Research Center, The Seventh Affiliated Hospital, Sun Yat-Sen University, Shenzhen, 518000, Guangdong, China.
- Chinese Health RIsk MAnagement Collaboration (CHRIMAC), Shenzhen, 518000, Guangdong, China.
| | - Fuxin Wei
- Department of Orthopedics, the Seventh Affiliated Hospital, Sun Yat-Sen University, Shenzhen, 518000, Guangdong, China.
| | - Ziji Zhang
- Department of Joint Surgery, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, Guangdong, China.
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Zhang X, Wen Z, Xing Z, Zhou X, Yang Z, Dong R, Yang J. The causal relationship between osteoarthritis and bladder cancer: A Mendelian randomization study. Cancer Med 2024; 13:e6829. [PMID: 38100139 PMCID: PMC10807596 DOI: 10.1002/cam4.6829] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 11/03/2023] [Accepted: 12/07/2023] [Indexed: 01/26/2024] Open
Abstract
OBJECTIVE The causal association between osteoarthritis (OA) and bladder cancer remains unclear. This Mendelian randomization (MR) study was carried out to assess the potential causal effects of any OA, knee OA and hip OA, and bladder cancer. METHOD Genome-wide association study (GWAS) summary data for OA and bladder cancer were obtained in GWAS CATALOG, UK Biobank, and FinnGen Consortium. Inverse-variance weighted (IVW) approach was primarily conducted to evaluate the causal relationships between OA and bladder cancer, and MR-Egger intercept and Cochran's Q test were mainly used to estimate heterogeneity and pleiotropy. MR-PRESSO was used to test the presence of horizontal outliers. Leave-one-out analysis was utilized to ensure the reliability of the results. RESULTS A higher genetic predisposition to any OA has a causal association with bladder cancer risk, while neither knee OA nor hip OA is causally linked to bladder cancer. MR-Egger intercept analysis exhibited that any OA and knee OA had no pleiotropic effect on the risk of bladder cancer, and Cochran's Q test showed that any OA, knee OA and hip OA had no heterogeneity on bladder cancer risk. Neither MR PRESSO analysis nor leave-one-out analysis revealed any outlier SNPs. CONCLUSIONS This MR study exhibited a positive cause-and-effect relationship between any type of OA and bladder cancer risk, but not between site-specific OA, knee OA and hip OA, and bladder cancer. Attention should be paid to the screening and prevention of bladder cancer in OA patients at any site.
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Affiliation(s)
- Xi Zhang
- Department of Medical OncologyThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
| | - Zengjin Wen
- School of Basic Medical Sciences, Qingdao Medical CollegeQingdao UniversityQingdaoChina
| | - Zixuan Xing
- Department of Infectious DiseasesThe Second Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
| | - Xiaoyu Zhou
- Department of Medical OncologyThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
| | - Zhiluo Yang
- Department of Medical OncologyThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
| | - Ruijun Dong
- Department of Medical OncologyThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
| | - Jiao Yang
- Department of Medical OncologyThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
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