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Association Between Low-Level Blood Cadmium Exposure and Hyperuricemia in the American General Population: a Cross-sectional Study

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Abstract

Heavy metals, including cadmium, are suspected to increase serum uric acid levels and hyperuricemia in both gender, but the evidences about this are inconclusive. To determine whether serum cadmium in American adults(≥19 years old) is associated with uric acid levels and risk of hyperuricemia, 2620 participants from the US National Health and Nutrition Examination Survey were recruited. Hyperuricemia was defined as a serum UA concentration ≥ 416.4 μmol/L for men and ≥ 356.9 μmol/L for women. Regression analyses were used to analyze the association of cadmium with serum UA and hyperuricemia. The threshold effect explored using two-piecewise linear regression model by the smoothing plot. The overall median of blood cadmium was 0.27 μg/L in men and 0.33μg/L in women. After adjusting for the covariates (race; age; education; BMI; smoke status; alcohol consumption; blood lead; hypertension; diabetes mellitus; hemoglobin; eGFR; triglyceride; and cholesterol), a non-linear relationship between hyperuricemia and cadmium among men was detected; and there was a positive line correlation between them for women (OR = 1.58; 95%CI (1.08, 2.31)). No significant association between uric acid and cadmium in either gender was found. Blood cadmium levels in the range currently considered acceptable were positively associated with increased prevalence of hyperuricemia in women, but inversely associated in men (cadmium <0.77μg/L).

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Data Availability

The datasets generated during and/or analyzed during the current study are available in the NHANES database. (https://wwwn.cdc.gov/nchs/nhanes/continuousnhanes/default.aspx?BeginYear=2015)

References

  1. Jarup L, Akesson A (2009) Current status of cadmium as an environmental health problem. Toxicol Appl Pharmacol 238(3):201–208. https://doi.org/10.1016/j.taap.2009.04.020

    Article  CAS  PubMed  Google Scholar 

  2. Clemens S, Ma JF (2016) Toxic heavy metal and metalloid accumulation in crop plants and foods. Annu Rev Plant Biol 67:489–512. https://doi.org/10.1146/annurev-arplant-043015-112301

    Article  CAS  PubMed  Google Scholar 

  3. Wang X, Mukherjee B, Park SK (2018) Associations of cumulative exposure to heavy metal mixtures with obesity and its comorbidities among U.S. adults in NHANES 2003–2014. Environ Int 121:683–694. https://doi.org/10.1016/j.envint.2018.09.035

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Planchart A, Green A, Hoyo C, Mattingly CJ (2018) Heavy metal exposure and metabolic syndrome: evidence from human and model system studies. Curr Environ Health Rep 5(1):110–124. https://doi.org/10.1007/s40572-018-0182-3

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Wallia A, Allen NB, Badon S, El Muayed M (2014) Association between urinary cadmium levels and prediabetes in the NHANES 2005–2010 population. Int J Hyg Environ Health 217(8):854–860. https://doi.org/10.1016/j.ijheh.2014.06.005

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. Jancic SA, Stosic BZ (2014) Cadmium effects on the thyroid gland. In: Endocrine disrupters. Vitamins & Hormones. pp 391-425. doi:https://doi.org/10.1016/b978-0-12-800095-3.00014-6

  7. Tinkov AA, Filippini T, Ajsuvakova OP, Skalnaya MG, Aaseth J, Bjørklund G, Gatiatulina ER, Popova EV, Nemereshina ON, Huang P-T, Vinceti M, Skalny AV (2018) Cadmium and atherosclerosis: a review of toxicological mechanisms and a meta-analysis of epidemiologic studies. Environ Res 162:240–260. https://doi.org/10.1016/j.envres.2018.01.008

    Article  CAS  PubMed  Google Scholar 

  8. Larsson SC, Wolk A (2016) Urinary cadmium and mortality from all causes, cancer and cardiovascular disease in the general population: systematic review and meta-analysis of cohort studies. Int J Epidemiol 45(3):782–791. https://doi.org/10.1093/ije/dyv086

    Article  PubMed  Google Scholar 

  9. Efstathiadou A, Gill D, McGrane F, Quinn T, Dawson J (2019) Genetically determined uric acid and the risk of cardiovascular and neurovascular diseases: a Mendelian randomization study of outcomes investigated in randomized trials. J Am Heart Assoc 8(17):e012738. https://doi.org/10.1161/JAHA.119.012738

    Article  PubMed  PubMed Central  Google Scholar 

  10. Krishnan E, Lingala B, Bhalla V (2012) Low-level lead exposure and the prevalence of gout: an observational study. Ann Intern Med 157(4):233–241. https://doi.org/10.7326/0003-4819-157-4-201208210-00003

    Article  PubMed  Google Scholar 

  11. Sun H, Wang N, Chen C, Nie X, Han B, Li Q, Zhu C, Chen Y, Xia F, Chen Y, Zhai H, Jiang B, Hu B, Lu Y (2017) Cadmium exposure and its association with serum uric acid and hyperuricemia. Sci Rep 7(1):550. https://doi.org/10.1038/s41598-017-00661-3

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Park J, Kim Y (2020) Associations of blood heavy metals with uric acid in the Korean general population: analysis of data from the 2016-2017 Korean National Health and Nutrition Examination Survey. Biol Trace Elem Res 199:102–112. https://doi.org/10.1007/s12011-020-02152-5

    Article  CAS  PubMed  Google Scholar 

  13. American Conference of Governmental Industrial Hygienists (2015) Documentation of the threshold limit values and biological exposure indices, 7th edition - 2015 Supplement. ACGIH, Cincinnati

    Google Scholar 

  14. Roumeliotis S, Roumeliotis A, Dounousi E, Eleftheriadis T, Liakopoulos V (2019) Dietary antioxidant supplements and uric acid in chronic kidney disease: a review. Nutrients 11(8). https://doi.org/10.3390/nu11081911

  15. Centers for Disease Control and Prevention. Blood metals panel in whole blood NHANES 2015-2016:Acessed at https://wwwn.cdc.gov/nchs/data/nhanes/2015-2016/labmethods/PBCD_I_met.pdf

  16. Centers for Disease Control and Prevention. Laboratory procedure manual: uric acid NHANES 2015-2016. Accessed at: https://wwwn.cdc.gov/nchs/data/nhanes/2015-2016/labmethods/BIOPRO_I_MET_URIC_ACID_DXC2800and2660i.pdf

  17. Centers for Disease Control and Prevention. Triglycerides laboratory procedure manual NHANES 2015-2016. Accessed at: https://wwwn.cdc.gov/nchs/data/nhanes/2015-2016/labmethods/BIOPRO_I_MET_CHOLESTEROL_DXC2800and2660i.pdf

  18. Andrew S, Levey JC, Greene T, Stevens LA (2006) Using standardized serum creatinine values in the modification of diet in renal disease study equation for estimating glomerular filtration rate. Ann Intern Med 145(4):247–254

    Article  Google Scholar 

  19. Adams SV, Newcomb PA (2014) Cadmium blood and urine concentrations as measures of exposure: NHANES 1999-2010. J Expo Sci Environ Epidemiol 24(2):163–170. https://doi.org/10.1038/jes.2013.55

    Article  CAS  PubMed  Google Scholar 

  20. Kernan WN, Viscoli Lambr CM, Broderick JP (2000) Phenylpropanolamine and the risk of hemorrhagic stroke. N Engl J Med 343:1826–1832

    Article  CAS  Google Scholar 

  21. Chen C, Dai JL (2018) Triglyceride to high-density lipoprotein cholesterol (HDL-C) ratio and arterial stiffness in Japanese population: a secondary analysis based on a cross-sectional study. Lipids Health Dis 17(1):130. https://doi.org/10.1186/s12944-018-0776-7

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  22. Chen-Xu M, Chio Yokose SK (2019) Contemporary prevalence of gout and hyperuricemia. Arthritis Rheum 71(6):991–999. https://doi.org/10.1002/art.40807

    Article  Google Scholar 

  23. Bardin T, Richette P (2014) Definition of hyperuricemia and gouty conditions. Curr Opin Rheumatol 26(2):186–191. https://doi.org/10.1097/bor.0000000000000028

    Article  CAS  Google Scholar 

  24. Lee BK, Ahn J, Kim NS, Lee CB, Park J, Kim Y (2016) Association of blood pressure with exposure to lead and cadmium: analysis of data from the 2008-2013 Korean National Health and Nutrition Examination Survey. Biol Trace Elem Res 174(1):40–51. https://doi.org/10.1007/s12011-016-0699-y

    Article  CAS  PubMed  Google Scholar 

  25. Jung W, Kim Y, Lihm H, Kang J (2019) Associations between blood lead, cadmium, and mercury levels with hyperuricemia in the Korean general population: a retrospective analysis of population-based nationally representative data. Int J Rheum Dis 22(8):1435–1444. https://doi.org/10.1111/1756-185X.13632

    Article  CAS  PubMed  Google Scholar 

  26. Chen C, Wang N, Nie X, Han B, Li Q, Chen Y, Zhai H, Zhu C, Chen Y, Xia F, Lu M, Lin D, Lu Y (2016) Blood cadmium level associates with lower testosterone and sex hormone-binding globulin in Chinese men: from SPECT-China Study, 2014. Biol Trace Elem Res 171(1):71–78. https://doi.org/10.1007/s12011-015-0526-x

    Article  CAS  PubMed  Google Scholar 

  27. Steubl D, Inker LA (2018) How best to estimate glomerular filtration rate? Novel filtration markers and their application. Curr Opin Nephrol Hypertens 27(6):398–405. https://doi.org/10.1097/MNH.0000000000000444

    Article  PubMed  Google Scholar 

  28. Inker LA, Schmid CH, Tighiouart H, Eckfeldt JH, Feldman HI, Greene T, Kusek JW, Manzi J, Van Lente F, Zhang YL, Coresh J, Levey AS, Investigators C-E (2012) Estimating glomerular filtration rate from serum creatinine and cystatin C. N Engl J Med 367(1):20–29. https://doi.org/10.1056/NEJMoa1114248

    Article  CAS  PubMed  PubMed Central  Google Scholar 

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Acknowledgements

The authors are very grateful to the data providers for making the data used in this study publicly available.

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Authors and Affiliations

Authors

Contributions

Aihui Zeng contributed to the drafting of the manuscript, and analysis and interpretation of the data. Datong Sun contributed to the conception and critical revision of the manuscript, analysis and interpretation of the data and approved the final version of the submitted manuscript. Sai Li and Yan Zou helped perform the analysis with constructive discussions. All of the authors read and approved the final manuscript.

Corresponding author

Correspondence to Datong Sun.

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Ethics Approval

Ethics Review Board (ERB) Protocol Number is Protocol #2011-17, available at https://www.cdc.gov/nchs/nhanes/irba98.htm. The Ethical Review Board at Hainan General Hospital exempted this study from review due to the de-identified nature of the data.

Consent to Participate

All NHANES participants provided informed consent for their data to be shared and used for our analysis.

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The manuscript has not been submitted to more than one journal for simultaneous consideration.

The submitted work is original and has not been published elsewhere in any form or language.

The study was not split up into several parts and not submitted to various journals or to one journal over time.

Results are presented clearly, honestly, and without fabrication, falsification, or inappropriate data manipulation. We, the authors, adhere to discipline-specific rules for acquiring, selecting, and processing data.

No data, text, or theories by others are presented as if they were the author’s own.

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Zeng, A., Li, S., Zhou, Y. et al. Association Between Low-Level Blood Cadmium Exposure and Hyperuricemia in the American General Population: a Cross-sectional Study. Biol Trace Elem Res 200, 560–567 (2022). https://doi.org/10.1007/s12011-021-02700-7

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  • DOI: https://doi.org/10.1007/s12011-021-02700-7

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