Skip to main content

Advertisement

Log in

Development and validation of a simple equation to evaluate dietary protein intake using the blood urea nitrogen/serum creatinine ratio in patients with stage 3 chronic kidney disease

  • Nephrology - Original Paper
  • Published:
International Urology and Nephrology Aims and scope Submit manuscript

Abstract

Purpose

The aim of this research was to develop a simple equation to evaluate dietary protein intake (DPI) in patients with stage 3 chronic kidney disease (CKD) using the blood urea nitrogen (BUN)/serum creatinine (SCr) ratio (BUN/SCr).

Methods

In a prospective cohort of 136 inpatients with stage 3 CKD from 2 centres, the estimated dietary protein intake (DPI) was calculated using Maroni’s formula after the patients implemented a 7 day protein-restricted diet. We developed estimation equations based on BUN/SCr and the spot urinary urea nitrogen (UUN)/urinary creatinine (UCr) ratio (UUN/UCr) in combination with sex and body mass index (BMI). These equations were then internally and externally validated.

Results

The following candidate parameters were derived from univariate regression analysis for 5 established models: sex, BMI, BUN/SCr, UUN and UUN/UCr. Sex and BMI were included in all models after variable evaluation using multiple regression analysis. UUN, UUN/UCr and BUN/SCr were included in model 3, model 4 and model 5, respectively. Both internal and external validation indicated that model 5 resulted in the lowest values for bias and root mean square error and the highest P30 compared with model 3 and model 4. Therefore, the model 5 equation, DPI =  − 5.18 (− 14.49 if the patient is female) + 1.89 × BMI + 1.38 × BUN/SCr, was selected because of the higher correlation (r = 0.498) between the estimated DPI and predicted DPI.

Conclusion

The DPI equation developed using BUN/SCr, sex and BMI may be used to estimate protein intake for patients with stage 3 CKD.

Trial registration

Chinese Clinical Trial Registry Center (ChiCTR-ROC-17011363). Registered on 11 May 2017, Retrospectively registered, http://www.chictr.org.cn/index.aspx.

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

Similar content being viewed by others

References

  1. Bellizzi V, Calella P, Hernández JN, González VF, Lira SM, Torraca S, Arronte RU, Cirillo P, Minutolo R, Montúfar Cárdenas RA (2018) Safety and effectiveness of low-protein diet supplemented with ketoacids in diabetic patients with chronic kidney disease. BMC Nephrol 19(1):110. https://doi.org/10.1186/s12882-018-0914-5

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  2. Kalantar-Zadeh K, Fouque D (2017) Nutritional management of chronic kidney disease. N Engl J Med 377(18):1765–1776. https://doi.org/10.1056/NEJMra1700312

    Article  CAS  PubMed  Google Scholar 

  3. Garneata L, Stancu A, Dragomir D, Stefan G, Mircescu G (2016) Ketoanalogue-supplemented vegetarian very low-protein diet and CKD progression. J Am Soc Nephrol 27(7):2164–2176. https://doi.org/10.1681/asn.2015040369

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Ikizler TA, Burrowes JD, Byham-Gray LD, Campbell KL, Carrero JJ, Chan W, Fouque D, Friedman AN, Ghaddar S, Goldstein-Fuchs DJ, Kaysen GA, Kopple JD, Teta D, Yee-Moon Wang A, Cuppari L (2020) KDOQI clinical practice guideline for nutrition in CKD: 2020 update. Am J Kidney Dis 76(3s1):S1-s107. https://doi.org/10.1053/j.ajkd.2020.05.006

    Article  CAS  PubMed  Google Scholar 

  5. Bross R, Noori N, Kovesdy CP, Murali SB, Benner D, Block G, Kopple JD, Kalantar-Zadeh K (2010) Dietary assessment of individuals with chronic kidney disease. Semin Dial 23(4):359–364. https://doi.org/10.1111/j.1525-139X.2010.00743.x

    Article  PubMed  PubMed Central  Google Scholar 

  6. Hjartaker A, Andersen LF, Lund E (2007) Comparison of diet measures from a food-frequency questionnaire with measures from repeated 24 hour dietary recalls. The Norwegian women and cancer study. Public Health Nutr 10(10):1094–1103. https://doi.org/10.1017/s1368980007702872

    Article  PubMed  Google Scholar 

  7. Nezu U, Kamiyama H, Kondo Y, Sakuma M, Morimoto T, Ueda S (2013) Effect of low-protein diet on kidney function in diabetic nephropathy: meta-analysis of randomised controlled trials. BMJ Open. https://doi.org/10.1136/bmjopen-2013-002934

    Article  PubMed  PubMed Central  Google Scholar 

  8. Maroni BJ, Steinman TI, Mitch WE (1985) A method for estimating nitrogen intake of patients with chronic renal failure. Kidney Int 27(1):58–65

    Article  CAS  Google Scholar 

  9. Klahr S, Levey AS, Beck GJ, Caggiula AW, Hunsicker L, Kusek JW, Striker G (1994) The effects of dietary protein restriction and blood-pressure control on the progression of chronic renal disease. Modification of diet in renal disease study group. N Engl J Med 330(13):877–884. https://doi.org/10.1056/nejm199403313301301

    Article  CAS  PubMed  Google Scholar 

  10. Simmons WK (1972) Urinary urea nitrogen-creatinine ratio as indicator of recent protein intake in field studies. Am J Clin Nutr 25(5):539–542

    Article  CAS  Google Scholar 

  11. Kopple JD, Coburn JW (1974) Evaluation of chronic uremia. Importance of serum urea nitrogen, serum creatinine, and their ratio. JAMA 227(1):41–44

    Article  CAS  Google Scholar 

  12. National Kidney Foundation (2002) K/DOQI clinical practice guidelines for chronic kidney disease: evaluation, classification, and stratification. Am J Kidney Dis 39(2):S1–266

    Article  Google Scholar 

  13. Levey AS, Stevens LA, Schmid CH, Zhang YL, Castro AF 3rd, Feldman HI, Kusek JW, Eggers P, Van Lente F, Greene T, Coresh J (2009) A new equation to estimate glomerular filtration rate. Ann Intern Med 150(9):604–612

    Article  Google Scholar 

  14. Group KDIGOKCW (2013) KDIGO 2012 clinical practice guideline for the evaluation and management of chronic kidney disease. Kidney Int Suppl 3:1–150

    Article  Google Scholar 

  15. Wang M, Chou J, Chang Y, Lau WL, Reddy U, Rhee CM, Chen J, Hao C, Kalantar-Zadeh K (2017) The role of low protein diet in ameliorating proteinuria and deferring dialysis initiation: what is old and what is new. Panminerva Med 59(2):157–165. https://doi.org/10.23736/s0031-0808.16.03264-x

    Article  PubMed  Google Scholar 

  16. National Kidney Foundation (2000) K/DOQI clinical practice guidelines for nutrition in chronic renal failure. Am J Kidney dis 35 (6 Suppl 2):S1–140

  17. National Kidney Foundation (2002) K/DOQI clinical practice guidelines for chronic kidney disease: evaluation, classification, and stratification. Am J Kidney dis 39 (2 Suppl 1):S1–266

  18. Ko GJ, Obi Y, Tortorici AR, Kalantar-Zadeh K (2017) Dietary protein intake and chronic kidney disease. Cuur Opin Clin Nutr Metab Care 20(1):77–85. https://doi.org/10.1097/mco.0000000000000342

    Article  CAS  Google Scholar 

  19. Middendorf DF, Hebert LA, Zager RA, Hartman J, Bitzel D (1986) Simple method for monitoring 24 hour urinary urea nitrogen excretion. J Lab Clin Med 108(6):577–580

    CAS  PubMed  Google Scholar 

  20. Coles GA, Meadows JH, Bright C, Tomlinson K (1989) The estimation of dietary protein intake in chronic renal failure. Nephrol Dial Transplant 4(10):877–882. https://doi.org/10.1093/ndt/4.10.877

    Article  CAS  PubMed  Google Scholar 

  21. Hahn D, Hodson EM, Fouque D (2018) Low protein diets for non-diabetic adults with chronic kidney disease. Cochrane Database Syst Rev 10(10):Cd001892. https://doi.org/10.1002/14651858.CD001892.pub4

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

This study was supported by grants from the High-level Hospital Construction Project of Guangdong Province (DFJH201908), National Natural Science Foundation of China (81470974).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Wenjian Wang.

Ethics declarations

Conflict of interest

The authors declare that they have no competing interests.

Human and animal rights

The study protocol has been approved by the medical ethics committee of Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences and the First Affiliated Hospital of Wenzhou Medical University and conducted according to the principles of the Declaration of Helsinki. Informed consent was obtained from every patient as specified in the recommendations of the International Committee of Medical Journal Editors (ICMJE).

Additional information

Publisher's Note

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

The authors acknowledge that the paper was published as a preprint at https://doi.org/10.21203/rs.3.rs-112166/v1.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wang, Y., Chen, Z., Li, J. et al. Development and validation of a simple equation to evaluate dietary protein intake using the blood urea nitrogen/serum creatinine ratio in patients with stage 3 chronic kidney disease. Int Urol Nephrol 54, 1279–1286 (2022). https://doi.org/10.1007/s11255-021-02993-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11255-021-02993-6

Keywords

Navigation