Skip to main content

Advertisement

Log in

Circulating Selenium Level Was Positively Related to Visceral Adiposity Index with a Non-linear Trend: a Nationwide Study of the General Population

  • Research
  • Published:
Biological Trace Element Research Aims and scope Submit manuscript

Abstract

Selenium plays a role in obesity. However, whether circulating selenium levels are related to the visceral adiposity index (VAI), an indicator of obesity, is still unknown. Based on the National Health and Nutrition Examination Survey (NHANES) 2011–2018, data from 12,777 individuals aged ≥ 20 years were analyzed to clarify this question. In fully adjusted models of multivariate regression analysis, natural logarithm (Ln) selenium was positively related to Ln VAI (β = 0.41; 95% confidence interval [CI], 0.27, 0.55; P < 0.001). Compared with the lowest quartile of Ln selenium, the highest quartile was also positively associated with Ln VAI (β = 0.16; 95% CI, 0.11, 0.21; P < 0.001). Moreover, we found that this positive connection was non-linear. When Ln selenium was less than the inflection point, Ln selenium was positively related to Ln VAI (β = 0.41; 95% CI, 0.31, 0.52; P < 0.001). However, when Ln selenium was greater than or equal to the inflection point, Ln selenium was not significantly related to Ln VAI (β = −0.15; 95% CI, −0.56, 0.25; P = 0.455). In subgroup analysis, significant interactions were observed with age and sex (P for interaction < 0.05). Stronger interactions were observed among middle-aged participants (β = 0.65; 95% CI, 0.31, 0.98; P = 0.002) and males (β = 0.61; 95% CI, 0.43, 0.79; P < 0.001). Overall, circulating selenium levels were positively related to VAI, with a non-linear trend. Prospective studies and interventional experiments are necessary to verify the possible mechanisms.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Data Availability

The NHANES database is publicly available.

References

  1. World Obesity Federation. World Obesity Atlas 2023. https://data.worldobesity.org/publicationspublications/?cat=19. Accessed 4 Apr 2023

  2. Willett WC, Dietz WH, Colditz GA (1999) Guidelines for healthy weight. N Engl J Med 341(6):427–434. https://doi.org/10.1056/NEJM199908053410607

    Article  CAS  PubMed  Google Scholar 

  3. Dong Q, Sidra S, Gieger C, Wang-Sattler R, Rathmann W, Prehn C et al (2023) Metabolic signatures elucidate the effect of body mass index on type 2 diabetes. Metabolites 13(2):227. https://doi.org/10.3390/metabo13020227

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Field AE, Coakley EH, Must A, Spadano JL, Laird N, Dietz WH et al (2001) Impact of overweight on the risk of developing common chronic diseases during a 10-year period. Arch Intern Med 161(13):1581–1586. https://doi.org/10.1001/archinte.161.13.1581

    Article  CAS  PubMed  Google Scholar 

  5. Iftikhar R, Snarski P, King AN, Ghimire J, Ruiz E, Lau F et al (2023) Epiploic adipose tissue (EPAT) in obese individuals promotes colonic tumorigenesis: a novel model for EPAT-dependent colorectal cancer progression. Cancers 15(3):977. https://doi.org/10.3390/cancers15030977

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. Ahima RS, Lazar MA (2013) The health risk of obesity better metrics imperative. Science 341:856–858

    Article  CAS  PubMed  Google Scholar 

  7. Amato MC, Giordano C, Galia M, Criscimanna A, Vitabile S, Midiri M et al (2010) Visceral adiposity index: a reliable indicator of visceral fat function associated with cardiometabolic risk. Diabetes Care 33(4):920–922. https://doi.org/10.2337/dc09-1825

    Article  PubMed  PubMed Central  Google Scholar 

  8. Yan LJ, Zeng YR, Chan-Shan Ma RN, Zheng Y (2022) J-shaped association between the visceral adiposity index and all-cause mortality in patients with chronic kidney disease. Nutrition 103:111832. https://doi.org/10.1016/j.nut.2022.111832

    Article  PubMed  Google Scholar 

  9. Zhang Z, Shi D, Zhang Q, Wang S, Liu K, Meng Q et al (2018) Visceral adiposity index (VAI), a powerful predictor of incident hypertension in prehypertensives. Intern Emerg Med 13(4):509–516. https://doi.org/10.1007/s11739-018-1836-8

    Article  PubMed  Google Scholar 

  10. Ji B, Qu H, Wang H, Wei H, Deng H (2017) Association between the visceral adiposity index and homeostatic model assessment of insulin resistance in participants with normal waist circumference. Angiology 68(8):716–721. https://doi.org/10.1177/0003319716682120

    Article  PubMed  Google Scholar 

  11. Steinbrenner H, Speckmann B, Klotz LO (2016) Selenoproteins: antioxidant selenoenzymes and beyond. Arch Biochem Biophys 595:113–119. https://doi.org/10.1016/j.abb.2015.06.024

    Article  CAS  PubMed  Google Scholar 

  12. Wang N, Tan HY, Li S, Xu Y, Guo W, Feng Y (2017) Supplementation of micronutrient selenium in metabolic diseases: its role as an antioxidant. Oxid Med Cell Longev 2017:7478523. https://doi.org/10.1155/2017/7478523

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Cruciani S, Delitala AP, Cossu ML, Ventura C, Maioli M (2023) Management of obesity and obesity-related disorders: from stem cells and epigenetics to its treatment. Int J Mol Sci 24(3):2310. https://doi.org/10.3390/ijms24032310

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Fernández-Sánchez A, Madrigal-Santillán E, Bautista M, Esquivel-Soto J, Morales-González A, Esquivel-Chirino C et al (2011) Inflammation, oxidative stress, and obesity. Int J Mol Sci 12(5):3117–3132. https://doi.org/10.3390/ijms12053117

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  15. Fontenelle LC, Cardoso de Araújo DS, da Cunha ST, Clímaco Cruz KJ, Henriques GS, Marreiro DDN (2022) Nutritional status of selenium in overweight and obesity: a systematic review and meta-analysis. Clin Nutr 41(4):862–884. https://doi.org/10.1016/j.clnu.2022.02.007

    Article  CAS  PubMed  Google Scholar 

  16. Association AH. Blood pressure categories 2018. https://www.health.harvard.edu/heart-health/reading-the-new-blood-pressure-guidelines. Accessed 12 Oct 2019

    Google Scholar 

  17. Cosentino F, Grant PJ, Aboyans V, Bailey CJ, Ceriello A, Delgado V et al (2020) 2019 ESC Guidelines on diabetes, pre-diabetes, and cardiovascular diseases developed in collaboration with the EASD. Eur Heart J 41(2):255–323. https://doi.org/10.1093/eurheartj/ehz486

    Article  PubMed  Google Scholar 

  18. Ding N, He L, Li C, Su Y (2022) Uric acid and blood pressure in NHANES dated from 2009 to 2018: a cross-sectional research. Nutr Metab Cardiovasc Dis 32(11):2568–2578. https://doi.org/10.1016/j.numecd.2022.08.017

    Article  CAS  PubMed  Google Scholar 

  19. Bao W, Liu B, Simonsen DW, Lehmler HJ (2020) Association between exposure to pyrethroid insecticides and risk of all-cause and cause-specific mortality in the general US adult population. JAMA Intern Med 180(3):367–374. https://doi.org/10.1001/jamainternmed.2019.6019

    Article  CAS  PubMed  Google Scholar 

  20. Sun H, Wang N, Chen C, Nie X, Han B, Li Q et al (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 

  21. Lu CW, Chang HH, Yang KC, Kuo CS, Lee LT, Huang KC (2016) High serum selenium levels are associated with increased risk for diabetes mellitus independent of central obesity and insulin resistance. BMJ Open Diabetes Res Care 4(1):e000253. https://doi.org/10.1136/bmjdrc-2016-000253

    Article  PubMed  PubMed Central  Google Scholar 

  22. Fatani SH, Saleh SA, Adly HM, Abdulkhaliq AA (2016) Trace element alterations in the hair of diabetic and obese women. Biol Trace Elem Res 174(1):32–39. https://doi.org/10.1007/s12011-016-0691-6

    Article  CAS  PubMed  Google Scholar 

  23. Galan P, Viteri FE, Bertrais S, Czernichow S, Faure H, Arnaud J et al (2005) Serum concentrations of beta-carotene, vitamins C and E, zinc and selenium are influenced by sex, age, diet, smoking status, alcohol consumption and corpulence in a general French adult population. Eur J Clin Nutr 59(10):1181–1190. https://doi.org/10.1038/sj.ejcn.1602230

    Article  CAS  PubMed  Google Scholar 

  24. Cavedon E, Manso J, Negro I, Censi S, Serra R, Busetto L et al (2020) Selenium supplementation, body mass composition, and leptin levels in patients with obesity on a balanced mildly hypocaloric diet: a pilot study. Int J Endocrinol 2020:4802739. https://doi.org/10.1155/2020/4802739

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Jiang S, Ma X, Li M, Yan S, Zhao H, Pan Y et al (2020) Association between dietary mineral nutrient intake, body mass index, and waist circumference in U.S. adults using quantile regression analysis NHANES 2007–2014. PeerJ 8:e9127. https://doi.org/10.7717/peerj.9127

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  26. Wang X, Wu B, Sun G, Gao J, Huang T, Liu J et al (2023) Dietary selenomethionine attenuates obesity by enhancing beiging process in white adipose tissue. J Nutr Biochem 113:109230. https://doi.org/10.1016/j.jnutbio.2022.109230

    Article  CAS  PubMed  Google Scholar 

  27. Kafai MR, Ganji V (2003) Sex, age, geographical location, smoking, and alcohol consumption influence serum selenium concentrations in the USA: Third National Health and Nutrition Examination Survey, 1988–1994. J Trace Elem Med Biol 17(1):13–18. https://doi.org/10.1016/S0946-672X(03)80040-8

    Article  PubMed  Google Scholar 

  28. Hu C, Lin L, Zhu Y, Zhang Y, Wang S, Zhang J et al (2021) Association between age at diagnosis of type 2 diabetes and cardiovascular diseases: a nationwide, population-based, cohort study. Front Endocrinol 12:717069. https://doi.org/10.3389/fendo.2021.717069

    Article  Google Scholar 

  29. Clark NA, Teschke K, Rideout K, Copes R (2007) Trace element levels in adults from the west coast of Canada and associations with age, gender, diet, activities, and levels of other trace elements. Chemosphere 70(1):155–164. https://doi.org/10.1016/j.chemosphere.2007.06.038

    Article  CAS  PubMed  Google Scholar 

  30. Viegas-Crespo AM, Pavão ML, Paulo O, Santos V, Santos MC, Nève J (2000) Trace element status (Se, Cu, Zn) and serum lipid profile in Portuguese subjects of San Miguel Island from Azores’archipelago. J Trace Elem Med Biol 14(1):1–5. https://doi.org/10.1016/S0946-672X(00)80016-4

    Article  CAS  PubMed  Google Scholar 

  31. Vinceti M, Filippini T, Rothman KJ (2018) Selenium exposure and the risk of type 2 diabetes: a systematic review and meta-analysis. Eur J Epidemiol 33(9):789–810. https://doi.org/10.1007/s10654-018-0422-8

    Article  PubMed  Google Scholar 

  32. Li S, Tang T, Guo P, Zou Q, Ao X, Hu L et al (2019) A meta-analysis of randomized controlled trials: efficacy of selenium treatment for sepsis. Medicine 98(9):e14733. https://doi.org/10.1097/MD.0000000000014733

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  33. Kuruppu D, Hendrie HC, Yang L, Gao S (2014) Selenium levels and hypertension: a systematic review of the literature. Public Health Nutr 17(6):1342–1352. https://doi.org/10.1017/S1368980013000992

    Article  PubMed  Google Scholar 

  34. Zheng H, Wei J, Wang L, Wang Q, Zhao J, Chen S et al (2018) Effects of selenium supplementation on Graves’ disease: a systematic review and meta-analysis. Evid Based Complement Alternat Med 2018:3763565. https://doi.org/10.1155/2018/3763565

    Article  PubMed  PubMed Central  Google Scholar 

  35. Rayman MP (2020) Selenium intake, status, and health: a complex relationship. Hormones 19(1):9–14. https://doi.org/10.1007/s42000-019-00125-5

    Article  PubMed  Google Scholar 

  36. Soares de Oliveira AR, Jayanne Clímaco Cruz K, Beatriz Silva Morais J, Rocha Dos Santos L, Rodrigues de Sousa Melo S, Fontenelle LC et al (2021) Selenium status and oxidative stress in obese: influence of adiposity. Eur J Clin Invest 51(9):e13538. https://doi.org/10.1111/eci.13538

    Article  CAS  PubMed  Google Scholar 

  37. Tinkov AA, Ajsuvakova OP, Filippini T, Zhou JC, Lei XG, Gatiatulina ER et al (2020) Selenium and selenoproteins in adipose tissue physiology and obesity. Biomolecules 10(4):658. https://doi.org/10.3390/biom10040658

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  38. Ustundag B, Gungor S, Aygün AD, Turgut M, Yilmaz E (2007) Oxidative status and serum leptin levels in obese prepubertal children. Cell Biochem Funct 25(5):47983. https://doi.org/10.1002/cbf.1334

    Article  Google Scholar 

  39. Chen S, Sun L, Gao H, Ren L, Liu N, Song G (2015) Visfatin and oxidative stress influence endothelial progenitor cells in obese populations. Endocr Res 40(2):83–87. https://doi.org/10.3109/07435800.2014.952016

    Article  CAS  PubMed  Google Scholar 

  40. Codoñer-Franch P, Boix-García L, Simó-Jordá R, Del Castillo-Villaescusa C, Maset-Maldonado J, Valls-Bellés V (2010) Is obesity associated with oxidative stress in children? Int J Pediatr Obes 5(1):56–63. https://doi.org/10.3109/17477160903055945

    Article  PubMed  Google Scholar 

  41. Sfar S, Boussoffara R, Sfar MT, Kerkeni A (2013) Antioxidant enzymes activities in obese Tunisian children. Nutr J 12:18. https://doi.org/10.1186/1475-2891-12-18

    Article  CAS  PubMed Central  Google Scholar 

  42. Okura Y, Urban LH, Mahoney DW, Jacobsen SJ, Rodeheffer RJ (2004) Agreement between self-report questionnaires and medical record data was substantial for diabetes, hypertension, myocardial infarction and stroke but not for heart failure. J Clin Epidemiol 57(10):1096–1103. https://doi.org/10.1016/j.jclinepi

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

We are grateful to the NHANES for its contribution to public health.

Funding

The study was supported by the National Key R&D Program of China (2021YFF0501403), Key R&D Program of Shandong Province (ZR2020QH023, 2021SFGC0503, 2021ZDSYS05, 2020ZLYS05), and National Natural Science Foundation of China (82000411, 82030051).

Author information

Authors and Affiliations

Authors

Contributions

YZ and WS directed the research and writing. JW evaluated the design proposal. KZ completed the statistical analysis, prepared charts, and wrote the manuscript. The submitted version was reviewed, modified, and approved by all authors.

Corresponding authors

Correspondence to Yun Zhang or Wenhai Sui.

Ethics declarations

Ethics Approval

The study was approved by the NCHS Ethics Review Board. The NHANES database is publicly available; therefore, our study was exempt from ethical review.

Consent to Participate

Not applicable.

Consent for Publication

Not applicable.

Competing Interests

The authors declare no competing interests.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

ESM 1

(DOCX 33 kb)

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhao, K., Wang, J., Zhang, Y. et al. Circulating Selenium Level Was Positively Related to Visceral Adiposity Index with a Non-linear Trend: a Nationwide Study of the General Population. Biol Trace Elem Res 202, 2921–2930 (2024). https://doi.org/10.1007/s12011-023-03885-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12011-023-03885-9

Keywords

Navigation