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Fang Y, Chen C, Chen X, Song J, Feng S, Li Z, Li Z, Xiong Y, Zhang Q, Su H, Liu H, Zhu G, Hu B, Wang W, Liu Z, Jiao K, Zhang C, Zhang F, Jiang K, He J, Sun Z, Yuan D, Chen W, Zhu J. Exposure to heavy metal elements may significantly increase serum prostate-specific antigen levels with overdosed dietary zinc. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 272:116080. [PMID: 38350215 DOI: 10.1016/j.ecoenv.2024.116080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 01/24/2024] [Accepted: 02/04/2024] [Indexed: 02/15/2024]
Abstract
BACKGROUND Serum prostate-specific antigen (PSA) is a primary metric for diagnosis and prognosis of prostate cancer (PCa). Exposure to heavy metals, such as lead, cadmium, mercury, and zinc can impact PSA levels in PCa patients. However, it is unclear whether this effect also occurs in men without PCa, which may lead to the overdiagnosis of PCa. METHOD Data on a total of 5089 American men who had never been diagnosed with PCa were obtained from the National Health and Nutrition Examination Survey performed from 2003-2010. The relationship between serum PSA levels (dependent variable) and concentrations of lead (μmol/L), cadmium (nmol/L), and mercury (μmol/L) were investigated with dietary zinc intake being used as a potential modifier or covariate in a weighted linear regression model and a generalized additive model. A series of bootstrapping analyses were performed to evaluate sensitivity and specificity using these models. RESULTS Regression analyses suggested that, in general, lead, cadmium, or mercury did not show an association with PSA levels, which was consistent with the results of the bootstrapping analyses. However, in a subgroup of participants with a high level of dietary zinc intake (≥14.12 mg/day), a significant positive association between cadmium and serum PSA was identified (1.06, 95% CI, P = 0.0268, P for interaction=0.0249). CONCLUSIONS With high-level zinc intake, serum PSA levels may rise in PCa-free men as the exposure to cadmium increases, leading to a potential risk of an overdiagnosis of PCa and unnecessary treatment. Therefore, environmental variables should be factored in the current diagnostic model for PCa that is solely based on PSA measurements. Different criteria for PSA screening are necessary based on geographical variables. Further investigations are needed to uncover the biological and biochemical relationship between zinc, cadmium, and serum PSA levels to more precisely diagnose PCa.
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Affiliation(s)
- Yinyi Fang
- Guizhou University Medical College, Guiyang city, Guizhou Province 550025, China; People's Hospital Affiliated to Guizhou University, Guiyang city, Guizhou Province, China
| | - Chi Chen
- Department of Immunology and Microbiology, Guiyang College of Traditional Chinese Medicine, Guiyang, Guizhou Province 550001, China
| | - Xiaoyue Chen
- Guizhou University Medical College, Guiyang city, Guizhou Province 550025, China
| | - Jukun Song
- Guizhou University Medical College, Guiyang city, Guizhou Province 550025, China; People's Hospital Affiliated to Guizhou University, Guiyang city, Guizhou Province, China
| | - Shuangshuang Feng
- Guizhou University Medical College, Guiyang city, Guizhou Province 550025, China
| | - Zhuang Li
- Urology Department, Guizhou Provincial People's Hospital, Guiyang city, Guizhou Province 550002, China; Guizhou Medical University, Guiyang city, Guizhou Province, China
| | - Zhengnan Li
- Urology Department, Guizhou Provincial People's Hospital, Guiyang city, Guizhou Province 550002, China; Zunyi Medcical University, Zunyi City, Guizhou Province, China
| | - Yuliang Xiong
- Urology Department, Guizhou Provincial People's Hospital, Guiyang city, Guizhou Province 550002, China; Guizhou Medical University, Guiyang city, Guizhou Province, China
| | - Qinyi Zhang
- Urology Department, Guizhou Provincial People's Hospital, Guiyang city, Guizhou Province 550002, China; Zunyi Medcical University, Zunyi City, Guizhou Province, China
| | - Hao Su
- Urology Department, Guizhou Provincial People's Hospital, Guiyang city, Guizhou Province 550002, China; Zunyi Medcical University, Zunyi City, Guizhou Province, China
| | - Heng Liu
- Urology Department, Guizhou Provincial People's Hospital, Guiyang city, Guizhou Province 550002, China; Zunyi Medcical University, Zunyi City, Guizhou Province, China
| | - Guohua Zhu
- Urology Department, Guizhou Provincial People's Hospital, Guiyang city, Guizhou Province 550002, China; Guizhou Medical University, Guiyang city, Guizhou Province, China
| | - Bin Hu
- Zunyi Medcical University, Zunyi City, Guizhou Province, China
| | - Wei Wang
- Urology Department, Guizhou Provincial People's Hospital, Guiyang city, Guizhou Province 550002, China; Guizhou Medical University, Guiyang city, Guizhou Province, China
| | - Zhangcheng Liu
- Urology Department, Guizhou Provincial People's Hospital, Guiyang city, Guizhou Province 550002, China; Zunyi Medcical University, Zunyi City, Guizhou Province, China
| | - Ke Jiao
- Urology Department, Guizhou Provincial People's Hospital, Guiyang city, Guizhou Province 550002, China; Guizhou Medical University, Guiyang city, Guizhou Province, China
| | - Chang Zhang
- Urology Department, Guizhou Provincial People's Hospital, Guiyang city, Guizhou Province 550002, China
| | - Fan Zhang
- Urology Department, Guizhou Provincial People's Hospital, Guiyang city, Guizhou Province 550002, China; Guizhou Medical University, Guiyang city, Guizhou Province, China
| | - Kehua Jiang
- Urology Department, Guizhou Provincial People's Hospital, Guiyang city, Guizhou Province 550002, China
| | - Jun He
- Department of Reproductive Medicine, Guizhou Provincial People's Hospital, Guiyang city, Guizhou Province 550002, China
| | - Zhaolin Sun
- Guizhou University Medical College, Guiyang city, Guizhou Province 550025, China; Urology Department, Guizhou Provincial People's Hospital, Guiyang city, Guizhou Province 550002, China; People's Hospital Affiliated to Guizhou University, Guiyang city, Guizhou Province, China
| | - Dongbo Yuan
- Guizhou University Medical College, Guiyang city, Guizhou Province 550025, China; Urology Department, Guizhou Provincial People's Hospital, Guiyang city, Guizhou Province 550002, China; People's Hospital Affiliated to Guizhou University, Guiyang city, Guizhou Province, China.
| | - Weiming Chen
- Guizhou University Medical College, Guiyang city, Guizhou Province 550025, China; People's Hospital Affiliated to Guizhou University, Guiyang city, Guizhou Province, China; Department of Reproductive Medicine, Guizhou Provincial People's Hospital, Guiyang city, Guizhou Province 550002, China.
| | - Jianguo Zhu
- Guizhou University Medical College, Guiyang city, Guizhou Province 550025, China; Urology Department, Guizhou Provincial People's Hospital, Guiyang city, Guizhou Province 550002, China; People's Hospital Affiliated to Guizhou University, Guiyang city, Guizhou Province, China.
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Zhang M, Zhang J, Xing Z. Association of TyG index with prostate-specific antigen (PSA) in American men: results from NHANES, 2003-2010. Ir J Med Sci 2024; 193:27-33. [PMID: 37340224 PMCID: PMC10808142 DOI: 10.1007/s11845-023-03431-5] [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: 05/20/2023] [Accepted: 06/11/2023] [Indexed: 06/22/2023]
Abstract
BACKGROUND In recent years, triglyceride-glucose index (TyG) was a new indicator of insulin resistance, and it has been widely reported that it may be associated with serum prostate-specific antigen (PSA) concentrations. AIMS We intended to investigate the possible connection between serum PSA concentration and the TyG index. METHODS This is a cross-sectional study of adults with complete data on TyG and serum PSA concentrations (ng/ml) from the NHANES, 2003-2010. The TyG index is obtained by the formula below: TyG = Ln [triglycerides (mg/dL) × fasting glucose(mg/dL)/2]. Multivariate regression analysis and subgroup analysis were used to examine the connection between the TyG index and serum PSA levels. RESULTS Multiple regression analysis of the weighted linear model showed that individuals with a higher TyG index had lower PSA levels. Subgroup analyses and interaction tests showed no apparent dependence on age, race/ethnicity, BMI, household income ratio, education level, and marital status on this negative association (all interactions p > 0.05). CONCLUSIONS TyG index is related to lower serum PSA concentrations in adult men from the USA. Further comprehensive prospective studies are needed to confirm our findings.
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Affiliation(s)
- Mengyu Zhang
- Department of Urology, Affiliated Haikou Hospital of Xiangya Medical School, Central South University, Haikou, 570208, China
| | - Jiankang Zhang
- Department of Urology, Affiliated Haikou Hospital of Xiangya Medical School, Central South University, Haikou, 570208, China
| | - Zengshu Xing
- Department of Urology, Affiliated Haikou Hospital of Xiangya Medical School, Central South University, Haikou, 570208, China.
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Monroy-Iglesias MJ, Russell B, Crawley D, Allen NE, Travis RC, Perez-Cornago A, Van Hemelrijck M, Beckmann K. Metabolic syndrome biomarkers and prostate cancer risk in the UK Biobank. Int J Cancer 2021; 148:825-834. [PMID: 33405276 DOI: 10.1002/ijc.33255] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 07/10/2020] [Accepted: 07/14/2020] [Indexed: 01/08/2023]
Abstract
We investigated the association between metabolic syndrome (MetS) and its components and risk of prostate cancer (PCa) in a cohort of men enrolled in the UK Biobank. Our study cohort included 220 622 PCa-free men with baseline measurements of triglycerides (TGs), HDL-cholesterol (HDL), glycated hemoglobin (HbA1c), blood pressure (BP), and waist circumference (WC). Multivariable Cox proportional hazards regression was used to analyze associations with PCa for: individual metabolic components (TG, HDL, HbA1c, BP, WC), combinations of two and three components, and MetS overall (three or more components). We conducted mediation analyses to examine potential hormonal and inflammatory pathways (total testosterone [TT], C-reactive protein [CRP], insulin-like growth factor 1 [IGF-1]) through which MetS components may influence PCa risk. A total of 5409 men in the study developed PCa during a median follow-up of 6.9 years. We found no significant association between MetS and PCa risk (hazard ratio [HR] = 0.99, 95% confidence interval [CI] = 0.92-1.06). No associations were found with PCa risk and individual measurements of TG, HDL, BP, or WC. However, an inverse association was observed with elevated HbA1c (≥42 mmol/mol) (HR = 0.89, 95% CI = 0.79-0.98). Consistent inverse associations were observed between HbA1c and risk of PCa. Mediation analysis revealed TT, CRP, and IGF-1 as potential mediating factors for this association contributing 10.2%, 7.1%, and 7.9% to the total effect, respectively. Overall MetS had no association with PCa risk. However, a consistent inverse association with PCa risk was found for HbA1c. This association may be explained in part through hormonal and inflammatory pathways.
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Affiliation(s)
- Maria J Monroy-Iglesias
- Translational Oncology and Urology Research (TOUR), School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Beth Russell
- Translational Oncology and Urology Research (TOUR), School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Danielle Crawley
- Translational Oncology and Urology Research (TOUR), School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Naomi E Allen
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, Big Data Institute, University of Oxford, Oxford, UK
| | - Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Aurora Perez-Cornago
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Mieke Van Hemelrijck
- Translational Oncology and Urology Research (TOUR), School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Kerri Beckmann
- Translational Oncology and Urology Research (TOUR), School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
- Cancer Research Institute, University of South Australia, Adelaide, Australia
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