Skip to main content

Advertisement

Log in

Association of dietary iron intake with diabetic kidney disease among individuals with diabetes

  • Original Article
  • Published:
Endocrine Aims and scope Submit manuscript

Abstract

Purpose

The current study investigated the correlation between dietary iron intake and diabetic kidney disease among diabetic adults.

Methods

This cross-sectional study enrolled 8118 participants who suffered from diabetes from the National Health and Nutrition Examination Survey (NHANES) 1999–2018. Dietary iron intake was obtained from 24 h recall interviews, and diabetic kidney disease was defined as eGFR < 60 mL/min per 1.73 m2 or albumin creatinine ratio (ACR) ≥ 30 mg/g. Three weighted logistic regression models were utilized to investigate odd ratio (OR) and 95% CIs for diabetic kidney disease. Stratified analyses were performed by gender, age, BMI, HbA1c, hypertension status, and smoking status, and diabetes types.

Results

Among 8118 participants (51.6% male, mean age 61.3 years), 40.7% of participants suffered from diabetic kidney disease. With the adjustment of potential covariates, we found that ≥ 12.59 mg of dietary iron was related to a lower risk of diabetic kidney disease (OR = 0.78, 95% CI: 0.63 to 0.96; OR = 0.79, 95% CI: 0.63 to 0.98). In stratified analyses, higher iron intake was negatively related to diabetic kidney disease, especially among those who were male, < 60 years, those with hypertension, those with HbA1c < 7.0%, and those who were ex-smokers. The result remained robust in sensitivity analyses.

Conclusion

We found that ≥ 12.59 mg of dietary iron is associated with a lower risk of diabetic kidney disease, especially in those who were male, younger, heavier weight, have better blood sugar control, and those who were ex-smokers.

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

Similar content being viewed by others

References

  1. M.K. Ali, J. Pearson-Stuttard, E. Selvin, E.W. Gregg, Interpreting global trends in type 2 diabetes complications and mortality. Diabetologia 65, 3–13 (2022)

    Article  PubMed  Google Scholar 

  2. M. Neuenschwander, A. Ballon, K.S. Weber, T. Norat, D. Aune, L. Schwingshackl, S. Schlesinger, Role of diet in type 2 diabetes incidence: umbrella review of meta-analyses of prospective observational studies. BMJ 366, l2368 (2019)

    Article  PubMed  PubMed Central  Google Scholar 

  3. M. Morales, X. Xue, Targeting iron metabolism in cancer therapy. Theranostics 11, 8412–8429 (2021)

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. J. He, A. Fang, S. Yu, X. Shen, K. Li, Dietary Nonheme, Heme, and total iron intake and the risk of diabetes in adults: results from the china health and nutrition survey. Diabetes Care 43, 776–784 (2020)

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Z. Shi, X. Hu, B. Yuan, X. Pan, H.E. Meyer, G. Holmboe-Ottesen, Association between serum ferritin, hemoglobin, iron intake, and diabetes in adults in Jiangsu, China. Diabetes Care 29, 1878–1883 (2006)

    Article  CAS  PubMed  Google Scholar 

  6. X. Wang, X. Fang, W. Zheng, J. Zhou, Z. Song, M. Xu, J. Min, F. Wang, Genetic support of a causal relationship between iron status and Type 2 diabetes: a mendelian randomization study. J. Clin. Endocrinol. Metab. 106, e4641–e4651 (2021)

    Article  PubMed  PubMed Central  Google Scholar 

  7. Y. Huang, D. Cao, Z. Chen, B. Chen, J. Li, R. Wang, J. Guo, Q. Dong, C. Liu, Q. Wei, L. Liu, Iron intake and multiple health outcomes: umbrella review. Crit. Rev. Food Sci. 63, 2910–2927 (2023).

    Article  CAS  Google Scholar 

  8. S. Rajpathak, J. Ma, J. Manson, W.C. Willett, F.B. Hu, Iron intake and the risk of type 2 diabetes in women: a prospective cohort study. Diabetes Care 29, 1370–1376 (2006)

    Article  CAS  PubMed  Google Scholar 

  9. A. Reunanen, H. Takkunen, P. Knekt, R. Seppänen, A. Aromaa, Body iron stores, dietary iron intake and coronary heart disease mortality. J. Intern. Med. 238, 223–230 (1995)

    Article  CAS  PubMed  Google Scholar 

  10. A.G.R. Mainous, B. Wells, P.J. Carek, J.M. Gill, M.E. Geesey, The mortality risk of elevated serum transferrin saturation and consumption of dietary iron. Ann. Fam. Med. 2, 139–144 (2004)

    Article  PubMed  PubMed Central  Google Scholar 

  11. Johnson C.L., Paulose-Ram R., Ogden C.L., Carroll M.D., Kruszon-Moran D., Dohrmann S.M., Curtin L.R. National health and nutrition examination survey: analytic guidelines, 1999–2010. Vital Health Stat. Series 2 161, 1–24 (2013)

  12. Zipf G., Chiappa M., Porter K.S., Ostchega Y., Lewis B.G., Dostal J. National health and nutrition examination survey: plan and operations, 1999–2010. Vital Health Stat. Ser. 1, Program Collection Procedures 56, 1–37 (2013)

  13. A.S. Levey, L.A. Stevens, C.H. Schmid, Y.L. Zhang, A.R. Castro, H.I. Feldman, J.W. Kusek, P. Eggers, F. Van Lente, T. Greene, J. Coresh, A new equation to estimate glomerular filtration rate. Ann. Intern. Med. 150, 604–612 (2009)

    Article  PubMed  PubMed Central  Google Scholar 

  14. I.H. de Boer, K. Khunti, T. Sadusky, K.R. Tuttle, J.J. Neumiller, C.M. Rhee, S.E. Rosas, P. Rossing, G. Bakris, Diabetes management in chronic kidney disease: a consensus report by the American Diabetes Association (ADA) and Kidney Disease: Improving Global Outcomes (KDIGO). Kidney Int. 102, 974–989 (2022)

    Article  PubMed  Google Scholar 

  15. S.C. DeShields, T.D. Cunningham, Comparison of osteoporosis in US adults with type 1 and type 2 diabetes mellitus. J. Endocrinol. Investig. 41, 1051–1060 (2018)

    Article  CAS  Google Scholar 

  16. Johnson C.L., Paulose-Ram R., Ogden C.L., Carroll M.D., Kruszon-Moran D., Dohrmann S.M., Curtin L.R.: National health and nutrition examination survey: analytic guidelines, 1999-2010. Vital and health statistics. Series 2, Data Evaluation and Methods Research:1-24 (2013)

  17. P. Trumbo, A.A. Yates, S. Schlicker, M. Poos, Dietary reference intakes: vitamin A, vitamin K, arsenic, boron, chromium, copper, iodine, iron, manganese, molybdenum, nickel, silicon, vanadium, and zinc. J. Am. Diet. Assoc. 101, 294–301 (2001)

    Article  CAS  PubMed  Google Scholar 

  18. D. Hirano, H. Unoki-Kubota, T. Imasawa, R. Yamamoto-Honda, H. Kajio, S. Yamashita, Y. Fukazawa, N. Seki, M. Noda, Y. Kaburagi, Independent risk factors of rapid glomerular filtration rate decline in patients with type 2 diabetes with preserved kidney function and normoalbuminuria: a multicenter cohort study. J. Diabetes Investig. 14, 874–882 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  19. S.D. Mathias, S.I. Blum, V. Sikirica, K.L. Johansen, H.H. Colwell, T. Okoro, Symptoms and impacts in anemia of chronic kidney disease. J. Patient Rep. Outcom 4, 64 (2020)

    Article  Google Scholar 

  20. A.R. Hizomi, F. Fakhri, T.M. Naeimi, F. Talebi, Z. Talebi, N. Rashidi, M. Zahedi, Prevalence of anemia and its associated factors among patients with type 2 diabetes mellitus in a referral diabetic clinic in the north of Iran. Bmc Endocr. Disord. 23, 58 (2023)

    Article  Google Scholar 

  21. Y. Wu, Y. Sun, Y. Wu, K. Zhang, Y. Chen, Predictive value of ferroptosis-related biomarkers for diabetic kidney disease: a prospective observational study. Acta Diabetol. 60, 507–516 (2023)

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  22. M. Mo, Y. Gao, L. Deng, Y. Liang, N. Xia, L. Pan, Association between iron metabolism and acute kidney injury in critically Ill patients with diabetes. Front. Endocrinol. 13, 892811 (2022)

    Article  Google Scholar 

  23. A.V. Harrison, F.R. Lorenzo, D.A. McClain, Iron and the pathophysiology of diabetes. Annu. Rev. Physiol. 85, 339–362 (2022).

    Article  PubMed  PubMed Central  Google Scholar 

  24. M.C.F.D. Santos, C.P. Anderson, S. Neschen, K.B. Zumbrennen-Bullough, S.J. Romney, M. Kahle-Stephan, B. Rathkolb, V. Gailus-Durner, H. Fuchs, E. Wolf, J. Rozman, M.H. de Angelis, W.M. Cai, M. Rajan, J. Hu, P.C. Dedon, E.A. Leibold, Irp2 regulates insulin production through iron-mediated Cdkal1-catalyzed tRNA modification. Nat. Commun. 11, 296 (2020)

    Article  PubMed  PubMed Central  Google Scholar 

  25. M. Yamanouchi, K. Furuichi, M. Shimizu, T. Toyama, Y. Yamamura, M. Oshima, S. Kitajima, A. Hara, Y. Iwata, N. Sakai, Y. Oba, S. Matsuoka, D. Ikuma, H. Mizuno, T. Suwabe, J. Hoshino, N. Sawa, Y. Yuzawa, H. Kitamura, Y. Suzuki, H. Sato, N. Uesugi, Y. Ueda, S. Nishi, H. Yokoyama, T. Nishino, K. Samejima, K. Kohagura, Y. Shibagaki, H. Makino, S. Matsuo, Y. Ubara, T. Wada, Serum hemoglobin concentration and risk of renal function decline in early stages of diabetic kidney disease: a nationwide, biopsy-based cohort study. Nephrol. Dial. Transpl. 37, 489–497 (2022)

    Article  CAS  Google Scholar 

  26. P.J. Thompson, A. Shah, V. Ntranos, F. Van Gool, M. Atkinson, A. Bhushan, Targeted elimination of senescent beta cells prevents Type 1 Diabetes. Cell Metab. 29, 1045–1060 (2019)

    Article  CAS  PubMed  Google Scholar 

  27. Y. Wu, Y. Zhao, H.Z. Yang, Y.J. Wang, Y. Chen, HMGB1 regulates ferroptosis through Nrf2 pathway in mesangial cells in response to high glucose. Biosci. Rep. 41, BSR20202924 (2021)

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  28. A. Aregbesola, S. Voutilainen, J.K. Virtanen, J. Mursu, T.P. Tuomainen, Gender difference in type 2 diabetes and the role of body iron stores. Ann. Clin. Biochem. 54, 113–120 (2017)

    Article  CAS  PubMed  Google Scholar 

  29. L.R. Zacharski, D.L. Ornstein, S. Woloshin, L.M. Schwartz, Association of age, sex, and race with body iron stores in adults: analysis of NHANES III data. Am. Heart J. 140, 98–104 (2000)

    Article  CAS  PubMed  Google Scholar 

  30. K.T. Grubic, B. Curko-Cofek, Age-related changes and sex-related differences in brain iron metabolism. Nutrients 12, 2601 (2020).

    Article  Google Scholar 

  31. C. Vecchi, G. Montosi, C. Garuti, E. Corradini, M. Sabelli, S. Canali, A. Pietrangelo, Gluconeogenic signals regulate iron homeostasis via hepcidin in mice. Gastroenterology 146, 1060–1069 (2014)

    Article  CAS  PubMed  Google Scholar 

  32. J.M. Fernandez-Real, D. McClain, M. Manco, Mechanisms linking glucose homeostasis and iron metabolism toward the onset and progression of type 2 diabetes. Diabetes Care 38, 2169–2176 (2015)

    Article  CAS  PubMed  Google Scholar 

  33. P. Krisai, S. Leib, S. Aeschbacher, T. Kofler, M. Assadian, A. Maseli, J. Todd, J. Estis, M. Risch, L. Risch, D. Conen, Relationships of iron metabolism with insulin resistance and glucose levels in young and healthy adults. Eur. J. Intern. Med. 32, 31–37 (2016)

    Article  CAS  PubMed  Google Scholar 

  34. C.I. Cook, B.P. Yu, Iron accumulation in aging: modulation by dietary restriction. Mech. Ageing Dev. 102, 1–13 (1998)

    Article  CAS  PubMed  Google Scholar 

  35. C.E. Hughes, T.K. Coody, M.Y. Jeong, J.A. Berg, D.R. Winge, A.L. Hughes, Cysteine toxicity drives age-related mitochondrial decline by altering iron homeostasis. Cell 180, 296–310 (2020)

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  36. E.K. Batchelor, P. Kapitsinou, P.E. Pergola, C.P. Kovesdy, D.I. Jalal, Iron deficiency in chronic kidney disease: updates on pathophysiology, diagnosis, and treatment. J. Am. Soc. Nephrol. 31, 456–468 (2020)

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  37. R.S. Zeidan, S.M. Han, C. Leeuwenburgh, R. Xiao, Iron homeostasis and organismal aging. Ageing Res. Rev. 72, 101510 (2021)

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  38. S.T. Lugg, A. Scott, D. Parekh, B. Naidu, D.R. Thickett, Cigarette smoke exposure and alveolar macrophages: mechanisms for lung disease. Thorax 77, 94–101 (2022)

    Article  PubMed  Google Scholar 

  39. A. Sampilvanjil, T. Karasawa, N. Yamada, T. Komada, T. Higashi, C. Baatarjav, S. Watanabe, R. Kamata, N. Ohno, M. Takahashi, Cigarette smoke extract induces ferroptosis in vascular smooth muscle cells. Am. J. Physiol-Heart C 318, H508–H518 (2020)

    Article  CAS  Google Scholar 

  40. M. Takahashi, K. Mizumura, Y. Gon, T. Shimizu, Y. Kozu, S. Shikano, Y. Iida, M. Hikichi, S. Okamoto, K. Tsuya, A. Fukuda, S. Yamada, K. Soda, S. Hashimoto, S. Maruoka, Iron-dependent mitochondrial dysfunction contributes to the pathogenesis of pulmonary fibrosis. Front. Pharmacol. 12, 643980 (2021)

    Article  CAS  PubMed  Google Scholar 

Download references

Funding

This work was supported by research grants from the National Natural Science Foundation of China (Z.Z., 82270862, 81700730), (Y.J., 82370818, 82000785); the Guangzhou Science and Technology Project (Y.J.,2024A04J5098); and the National Undergraduate Training Program for Innovation and Entrepreneurship, Southern Medical University (Z.Z., 202312121031, Y.J., S202312121167).

Author information

Authors and Affiliations

Authors

Contributions

Y.W., Z.Z., Y.J., and Y.X. designed this study, Y.W., M.X., and J.C. performed the data extraction and statistical analysis. Y.T., H.L., L.L., Y.X., A.C., and H.J. validated the statistical analysis. Y.W. wrote the original draft of the manuscript, which was revised by Z.Z. Y.J. and Y.X. All authors made great contributions to the manuscript and approved it for submission. Z.Z. and Y.J. are the guarantors of this work and, as such, had full access to all the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis.

Corresponding authors

Correspondence to Yaoming Xue, Yijie Jia or Zongji Zheng.

Ethics declarations

Conflict of interest

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

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

Wu, Y., Xiao, M., Chen, J. et al. Association of dietary iron intake with diabetic kidney disease among individuals with diabetes. Endocrine (2024). https://doi.org/10.1007/s12020-024-03819-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12020-024-03819-y

Keywords

Navigation