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Published in: BMC Nephrology 1/2022

Open Access 01-12-2022 | Research

An equation to estimate 24-hour total urine protein excretion rate in patients who underwent urine protein testing

Authors: Fan Yang, Jing-Song Shi, Si-Wen Gong, Xiao-Dong Xu, Wei-Bo Le

Published in: BMC Nephrology | Issue 1/2022

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Abstract

Background

The urine protein-creatinine ratio (UPCR) in a spot first-morning urine sample is used to estimate 24-h urine proteinuria (24hUP) in patients who underwent urine protein testing. UPCR cannot be directly compared with 24-h proteinuria. Thus, an equation to estimate 24-h total protein excretion rate, using age, gender, and the UPCR may improve its bias and accuracy in patients who underwent urine protein testing.

Methods

We simultaneously measured 24-h urine protein and the same day’s first-morning spot urine from patients with kidney disease. Generalized linear and no-linear models, using age, gender, and UPCR, were constructed to estimate for 24-h urine protein and the best model (NJ equation) was selected to estimated 24 hUP (e24hUP).

Results

A total of 5435 paired samples (including a training cohort of 3803 patients and a validation cohort of 1632 patients) were simultaneously measured for UPCR and 24-h urine protein. In the training cohort, the unadjusted UPCR obviously underestimated 24-h urine protein when UPCR ≤1.2 g/g (median bias − 0.17 g/24 h) and overestimated 24-h urine protein when UPCR > 1.2 g/g (median bias 0.53 g/24 h). In the validation cohort, the NJ equation performed better than the unadjusted UPCR, with lower root mean square error (0.81 vs. 1.02, P < 0.001), less bias (median difference between measured and estimated urine protein, − 0.008 vs. 0.12), improved precision (interquartile range of the differences, 0.34 vs. 0.50), and greater accuracy (percentage of estimated urine protein within 30% of measured urine protein, 53.4% vs. 32.2%). Bland-Altman plot indicated that the agreement of spot and daily estimates was less pronounced with 24 hUP > 2 g than lower values.

Conclusions

The NJ e24hUP equation is more accurate than unadjusted UPCR to estimate 24 hUP in patients with kidney disease and could be used for laboratory application.
Appendix
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Literature
1.
go back to reference Kidney Disease: Improving Global Outcomes Glomerular Diseases Work G. KDIGO 2021 Clinical Practice Guideline for the Management of Glomerular Diseases. Kidney Int. 2021;100(4S):S1–S276. Kidney Disease: Improving Global Outcomes Glomerular Diseases Work G. KDIGO 2021 Clinical Practice Guideline for the Management of Glomerular Diseases. Kidney Int. 2021;100(4S):S1–S276.
2.
go back to reference Levey AS, Coresh J, Balk E, Kausz AT, Levin A, Steffes MW, et al. National Kidney Foundation practice guidelines for chronic kidney disease: evaluation, classification, and stratification. Ann Intern Med. 2003;139(2):137–47.CrossRef Levey AS, Coresh J, Balk E, Kausz AT, Levin A, Steffes MW, et al. National Kidney Foundation practice guidelines for chronic kidney disease: evaluation, classification, and stratification. Ann Intern Med. 2003;139(2):137–47.CrossRef
3.
go back to reference Birmingham DJ, Rovin BH, Shidham G, Nagaraja HN, Zou X, Bissell M, et al. Spot urine protein/creatinine ratios are unreliable estimates of 24 h proteinuria in most systemic lupus erythematosus nephritis flares. Kidney Int. 2007;72(7):865–70.CrossRef Birmingham DJ, Rovin BH, Shidham G, Nagaraja HN, Zou X, Bissell M, et al. Spot urine protein/creatinine ratios are unreliable estimates of 24 h proteinuria in most systemic lupus erythematosus nephritis flares. Kidney Int. 2007;72(7):865–70.CrossRef
4.
go back to reference Sekiguchi J, Teruya K, Horii K, Kuroda E, Konosaki H, Mizuguchi Y, et al. Molecular epidemiology of outbreaks and containment of drug-resistant Pseudomonas aeruginosa in a Tokyo hospital. J Infect Chemother. 2007;13(6):418–22.CrossRef Sekiguchi J, Teruya K, Horii K, Kuroda E, Konosaki H, Mizuguchi Y, et al. Molecular epidemiology of outbreaks and containment of drug-resistant Pseudomonas aeruginosa in a Tokyo hospital. J Infect Chemother. 2007;13(6):418–22.CrossRef
5.
go back to reference Nagao M, Iinuma Y, Igawa J, Saito T, Yamashita K, Kondo T, et al. Control of an outbreak of carbapenem-resistant Pseudomonas aeruginosa in a haemato-oncology unit. J Hosp Infect. 2011;79(1):49–53.CrossRef Nagao M, Iinuma Y, Igawa J, Saito T, Yamashita K, Kondo T, et al. Control of an outbreak of carbapenem-resistant Pseudomonas aeruginosa in a haemato-oncology unit. J Hosp Infect. 2011;79(1):49–53.CrossRef
6.
go back to reference Ginsberg JM, Chang BS, Matarese RA, Garella S. Use of single voided urine samples to estimate quantitative proteinuria. N Engl J Med. 1983;309(25):1543–6.CrossRef Ginsberg JM, Chang BS, Matarese RA, Garella S. Use of single voided urine samples to estimate quantitative proteinuria. N Engl J Med. 1983;309(25):1543–6.CrossRef
7.
go back to reference Bhide A, Rana R, Dhavilkar M, Amodio-Hernandez M, Deshpande D, Caric V. The value of the urinary protein:creatinine ratio for the detection of significant proteinuria in women with suspected preeclampsia. Acta Obstet Gynecol Scand. 2015;94(5):542–6.CrossRef Bhide A, Rana R, Dhavilkar M, Amodio-Hernandez M, Deshpande D, Caric V. The value of the urinary protein:creatinine ratio for the detection of significant proteinuria in women with suspected preeclampsia. Acta Obstet Gynecol Scand. 2015;94(5):542–6.CrossRef
8.
go back to reference Fine DM, Ziegenbein M, Petri M, Han EC, McKinley AM, Chellini JW, et al. A prospective study of protein excretion using short-interval timed urine collections in patients with lupus nephritis. Kidney Int. 2009;76(12):1284–8.CrossRef Fine DM, Ziegenbein M, Petri M, Han EC, McKinley AM, Chellini JW, et al. A prospective study of protein excretion using short-interval timed urine collections in patients with lupus nephritis. Kidney Int. 2009;76(12):1284–8.CrossRef
9.
go back to reference Hogan MC, Reich HN, Nelson PJ, Adler SG, Cattran DC, Appel GB, et al. The relatively poor correlation between random and 24-hour urine protein excretion in patients with biopsy-proven glomerular diseases. Kidney Int. 2016;90(5):1080–9.CrossRef Hogan MC, Reich HN, Nelson PJ, Adler SG, Cattran DC, Appel GB, et al. The relatively poor correlation between random and 24-hour urine protein excretion in patients with biopsy-proven glomerular diseases. Kidney Int. 2016;90(5):1080–9.CrossRef
10.
go back to reference Mattix HJ, Hsu CY, Shaykevich S, Curhan G. Use of the albumin/creatinine ratio to detect microalbuminuria: implications of sex and race. J Am Soc Nephrol. 2002;13(4):1034–9.CrossRef Mattix HJ, Hsu CY, Shaykevich S, Curhan G. Use of the albumin/creatinine ratio to detect microalbuminuria: implications of sex and race. J Am Soc Nephrol. 2002;13(4):1034–9.CrossRef
11.
go back to reference Witte EC, Lambers Heerspink HJ, de Zeeuw D, Bakker SJ, de Jong PE, Gansevoort R. First morning voids are more reliable than spot urine samples to assess microalbuminuria. J Am Soc Nephrol. 2009;20(2):436–43.CrossRef Witte EC, Lambers Heerspink HJ, de Zeeuw D, Bakker SJ, de Jong PE, Gansevoort R. First morning voids are more reliable than spot urine samples to assess microalbuminuria. J Am Soc Nephrol. 2009;20(2):436–43.CrossRef
12.
go back to reference Chen YT, Hsu HJ, Hsu CK, Lee CC, Hsu KH, Sun CY, et al. Correlation between spot and 24h proteinuria: derivation and validation of equation to estimate daily proteinuria. PLoS One. 2019;14(4):e0214614.CrossRef Chen YT, Hsu HJ, Hsu CK, Lee CC, Hsu KH, Sun CY, et al. Correlation between spot and 24h proteinuria: derivation and validation of equation to estimate daily proteinuria. PLoS One. 2019;14(4):e0214614.CrossRef
13.
go back to reference Medina-Rosas J, Gladman DD, Su J, Sabapathy A, Urowitz MB, Touma Z. Utility of untimed single urine protein/creatinine ratio as a substitute for 24-h proteinuria for assessment of proteinuria in systemic lupus erythematosus. Arthritis Res The. 2015;17:296.CrossRef Medina-Rosas J, Gladman DD, Su J, Sabapathy A, Urowitz MB, Touma Z. Utility of untimed single urine protein/creatinine ratio as a substitute for 24-h proteinuria for assessment of proteinuria in systemic lupus erythematosus. Arthritis Res The. 2015;17:296.CrossRef
14.
go back to reference Talreja H, Akbari A, White CA, Ramsay TO, Hiremath S, Knoll G. Predicting kidney transplantation outcomes using proteinuria ascertained from spot urine samples versus timed urine collections. Am J Kidney Dis. 2014;64(6):962–8.CrossRef Talreja H, Akbari A, White CA, Ramsay TO, Hiremath S, Knoll G. Predicting kidney transplantation outcomes using proteinuria ascertained from spot urine samples versus timed urine collections. Am J Kidney Dis. 2014;64(6):962–8.CrossRef
15.
go back to reference Fotheringham J, Campbell MJ, Fogarty DG, El Nahas M, Ellam T. Estimated albumin excretion rate versus urine albumin-creatinine ratio for the estimation of measured albumin excretion rate: derivation and validation of an estimated albumin excretion rate equation. Am J Kidney Dis. 2014;63(3):405–14.CrossRef Fotheringham J, Campbell MJ, Fogarty DG, El Nahas M, Ellam T. Estimated albumin excretion rate versus urine albumin-creatinine ratio for the estimation of measured albumin excretion rate: derivation and validation of an estimated albumin excretion rate equation. Am J Kidney Dis. 2014;63(3):405–14.CrossRef
16.
go back to reference Levey AS, Stevens LA, Schmid CH, Zhang YL, Castro AF 3rd, Feldman HI, et al. A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150(9):604–12.CrossRef Levey AS, Stevens LA, Schmid CH, Zhang YL, Castro AF 3rd, Feldman HI, et al. A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150(9):604–12.CrossRef
17.
go back to reference Wilmer WA, Rovin BH, Hebert CJ, Rao SV, Kumor K, Hebert LA. Management of glomerular proteinuria: a commentary. J Am Soc Nephrol. 2003;14(12):3217–32.CrossRef Wilmer WA, Rovin BH, Hebert CJ, Rao SV, Kumor K, Hebert LA. Management of glomerular proteinuria: a commentary. J Am Soc Nephrol. 2003;14(12):3217–32.CrossRef
18.
go back to reference Schwab SJ, Christensen RL, Dougherty K, Klahr S. Quantitation of proteinuria by the use of protein-to-creatinine ratios in single urine samples. Arch Intern Med. 1987;147(5):943–4.CrossRef Schwab SJ, Christensen RL, Dougherty K, Klahr S. Quantitation of proteinuria by the use of protein-to-creatinine ratios in single urine samples. Arch Intern Med. 1987;147(5):943–4.CrossRef
19.
go back to reference Xin G, Wang M, Jiao LL, Xu GB, Wang HY. Protein-to-creatinine ratio in spot urine samples as a predictor of quantitation of proteinuria. Clin Chim Acta. 2004;350(1–2):35–9.CrossRef Xin G, Wang M, Jiao LL, Xu GB, Wang HY. Protein-to-creatinine ratio in spot urine samples as a predictor of quantitation of proteinuria. Clin Chim Acta. 2004;350(1–2):35–9.CrossRef
20.
go back to reference Ubukata M, Takei T, Nitta K. Estimation of the 24-h urinary protein excretion based on the estimated urinary creatinine output. Clin Exp Nephrol. 2016;20(3):456–61.CrossRef Ubukata M, Takei T, Nitta K. Estimation of the 24-h urinary protein excretion based on the estimated urinary creatinine output. Clin Exp Nephrol. 2016;20(3):456–61.CrossRef
21.
go back to reference Teo BW, Loh PT, Wong WK, Ho PJ, Choi KP, Toh QC, et al. Spot urine estimations are equivalent to 24-hour urine assessments of urine protein excretion for predicting clinical outcomes. Int J Nephrol. 2015;2015:156484.CrossRef Teo BW, Loh PT, Wong WK, Ho PJ, Choi KP, Toh QC, et al. Spot urine estimations are equivalent to 24-hour urine assessments of urine protein excretion for predicting clinical outcomes. Int J Nephrol. 2015;2015:156484.CrossRef
22.
go back to reference Tangri N, Grams ME, Levey AS, Coresh J, Appel LJ, Astor BC, et al. Multinational assessment of accuracy of equations for predicting risk of kidney failure: a Meta-analysis. JAMA. 2016;315(2):164–74.CrossRef Tangri N, Grams ME, Levey AS, Coresh J, Appel LJ, Astor BC, et al. Multinational assessment of accuracy of equations for predicting risk of kidney failure: a Meta-analysis. JAMA. 2016;315(2):164–74.CrossRef
23.
go back to reference Sumida K, Nadkarni GN, Grams ME, Sang Y, Ballew SH, Coresh J, et al. Conversion of urine protein-Creatinine ratio or urine dipstick protein to urine albumin-Creatinine ratio for use in chronic kidney Disease screening and prognosis : an individual participant-based Meta-analysis. Ann Intern Med. 2020;173(6):426–35.CrossRef Sumida K, Nadkarni GN, Grams ME, Sang Y, Ballew SH, Coresh J, et al. Conversion of urine protein-Creatinine ratio or urine dipstick protein to urine albumin-Creatinine ratio for use in chronic kidney Disease screening and prognosis : an individual participant-based Meta-analysis. Ann Intern Med. 2020;173(6):426–35.CrossRef
24.
go back to reference Medina-Rosas J, Yap KS, Anderson M, Su J, Touma Z. Utility of urinary protein-Creatinine ratio and protein content in a 24-hour urine collection in systemic lupus Erythematosus: a systematic review and Meta-analysis. Arthritis Care Res. 2016;68(9):1310–9.CrossRef Medina-Rosas J, Yap KS, Anderson M, Su J, Touma Z. Utility of urinary protein-Creatinine ratio and protein content in a 24-hour urine collection in systemic lupus Erythematosus: a systematic review and Meta-analysis. Arthritis Care Res. 2016;68(9):1310–9.CrossRef
25.
go back to reference Kobayashi S, Amano H, Terawaki H, Ogura M, Kawaguchi Y, Yokoo T. Spot urine protein/creatinine ratio as a reliable estimate of 24-hour proteinuria in patients with immunoglobulin a nephropathy, but not membranous nephropathy. BMC Nephrol. 2019;20(1):306.CrossRef Kobayashi S, Amano H, Terawaki H, Ogura M, Kawaguchi Y, Yokoo T. Spot urine protein/creatinine ratio as a reliable estimate of 24-hour proteinuria in patients with immunoglobulin a nephropathy, but not membranous nephropathy. BMC Nephrol. 2019;20(1):306.CrossRef
Metadata
Title
An equation to estimate 24-hour total urine protein excretion rate in patients who underwent urine protein testing
Authors
Fan Yang
Jing-Song Shi
Si-Wen Gong
Xiao-Dong Xu
Wei-Bo Le
Publication date
01-12-2022
Publisher
BioMed Central
Published in
BMC Nephrology / Issue 1/2022
Electronic ISSN: 1471-2369
DOI
https://doi.org/10.1186/s12882-022-02673-2

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