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Published in: Pediatric Nephrology 10/2019

01-10-2019 | Acute Kidney Injury | Original Article

Use of height-independent baseline creatinine imputation method with renal angina index

Authors: Jean-Philippe Roy, Catherine Johnson, Bryan Towne, Frank Menke, Samuel Kiger, William Young, Rajit Basu, Ranjit Chima, Lin Fei, Kelli Krallman, Stuart L. Goldstein

Published in: Pediatric Nephrology | Issue 10/2019

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Abstract

Background

The Renal Angina Index (RAI) is a validated screening tool used at 12 h of pediatric intensive care unit (PICU) admission to predict severe acute kidney injury (AKI) on day 3 of PICU stay. A measured or height-imputed baseline serum creatinine (SCr) is required for AKI diagnosis and RAI calculation, yet these are often lacking. We assessed an age-based, height-independent baseline SCr calculation and compared the RAI values employing this method to their historical counterpart.

Methods

An electronic algorithm was implemented to generate RAI score for patients admitted to our PICU. We reviewed 157 consecutive patient records from May 2017, until we cumulated 100 with a valid RAI calculation. We compared RAI scores using the age-based SCr imputation method of Pottel to the historical RAI. Our primary outcome was a difference in the rate of RAI fulfillment (≥ 8) reclassification between methods.

Results

Of the first 100 patients, 27 had measured baseline SCr and 73 used height imputation. Only two patients had RAI reclassified with the Pottel method (one in each direction). Being small for age or older were associated with ≥ 25% overestimation of the baseline SCr in 20 patients with the Pottel method compared with height imputation. 15/157 patients had a falsely positive RAI due to lack of measured baseline SCr and height.

Conclusion

The age-based method to estimate baseline SCr offers a viable height-independent alternative for RAI calculation. While less precise than a height-based approach, this lack of precision rarely leads to reclassification of patient RAI status.
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Literature
1.
go back to reference Sutherland SM, Goldstein SL, Alexander SR (2013) The Prospective Pediatric Continuous Renal Replacement Therapy (ppCRRT) Registry: a critical appraisal. Pediatr Nephrol 29(11):2069–2076CrossRefPubMed Sutherland SM, Goldstein SL, Alexander SR (2013) The Prospective Pediatric Continuous Renal Replacement Therapy (ppCRRT) Registry: a critical appraisal. Pediatr Nephrol 29(11):2069–2076CrossRefPubMed
2.
go back to reference Kaddourah A, Basu RK, Bagshaw SM, Goldstein SL (2017) Epidemiology of acute kidney injury in critically ill children and young adults. N Engl J Med 376(1):11–20CrossRefPubMed Kaddourah A, Basu RK, Bagshaw SM, Goldstein SL (2017) Epidemiology of acute kidney injury in critically ill children and young adults. N Engl J Med 376(1):11–20CrossRefPubMed
3.
go back to reference Menon S, Kirkendall ES, Nguyen H, Goldstein SL (2014) Acute kidney injury associated with high nephrotoxic medication exposure leads to chronic kidney disease after 6 months. J Pediatr 165(3):522–527.e2CrossRefPubMed Menon S, Kirkendall ES, Nguyen H, Goldstein SL (2014) Acute kidney injury associated with high nephrotoxic medication exposure leads to chronic kidney disease after 6 months. J Pediatr 165(3):522–527.e2CrossRefPubMed
4.
go back to reference Madsen NL, Goldstein SL, Frøslev T, Christiansen CF, Olsen M (2017) Cardiac surgery in patients with congenital heart disease is associated with acute kidney injury and the risk of chronic kidney disease. Kidney Int 92(3):751–756CrossRefPubMed Madsen NL, Goldstein SL, Frøslev T, Christiansen CF, Olsen M (2017) Cardiac surgery in patients with congenital heart disease is associated with acute kidney injury and the risk of chronic kidney disease. Kidney Int 92(3):751–756CrossRefPubMed
5.
go back to reference Mammen C et al (2012) Long-term risk of CKD in children surviving episodes of acute kidney injury in the intensive care unit: a prospective cohort study. Am J Kidney Dis 59(4):523–530CrossRefPubMed Mammen C et al (2012) Long-term risk of CKD in children surviving episodes of acute kidney injury in the intensive care unit: a prospective cohort study. Am J Kidney Dis 59(4):523–530CrossRefPubMed
6.
go back to reference Goldstein SL et al (2016) A sustained quality improvement program reduces nephrotoxic medication-associated acute kidney injury. Kidney Int 90(1):212–221CrossRefPubMed Goldstein SL et al (2016) A sustained quality improvement program reduces nephrotoxic medication-associated acute kidney injury. Kidney Int 90(1):212–221CrossRefPubMed
7.
8.
go back to reference Zappitelli M, Moffett BS, Hyder A, Goldstein SL (2011) Acute kidney injury in non-critically ill children treated with aminoglycoside antibiotics in a tertiary healthcare centre: a retrospective cohort study. Nephrol Dial Transplant 26(1):144–150CrossRefPubMed Zappitelli M, Moffett BS, Hyder A, Goldstein SL (2011) Acute kidney injury in non-critically ill children treated with aminoglycoside antibiotics in a tertiary healthcare centre: a retrospective cohort study. Nephrol Dial Transplant 26(1):144–150CrossRefPubMed
9.
go back to reference Chawla LS, Goldstein SL, Kellum JA, Ronco C (2015) Renal angina: concept and development of pretest probability assessment in acute kidney injury. Crit Care 19(1):93CrossRefPubMedPubMedCentral Chawla LS, Goldstein SL, Kellum JA, Ronco C (2015) Renal angina: concept and development of pretest probability assessment in acute kidney injury. Crit Care 19(1):93CrossRefPubMedPubMedCentral
10.
go back to reference Göcze I et al (2018) Biomarker-guided intervention to prevent acute kidney injury after major surgery. Ann Surg 267(6):1013–1020CrossRefPubMed Göcze I et al (2018) Biomarker-guided intervention to prevent acute kidney injury after major surgery. Ann Surg 267(6):1013–1020CrossRefPubMed
12.
go back to reference Goldstein SL, Chawla LS (2010) Renal angina. Clin J Am Soc Nephrol Goldstein SL, Chawla LS (2010) Renal angina. Clin J Am Soc Nephrol
13.
go back to reference Basu RK et al (2017) Assessment of a renal angina index for prediction of severe acute kidney injury in critically ill children: a multicentre, multinational, prospective observational study. Lancet Child Adolesc Heal 4642(17):1–9 Basu RK et al (2017) Assessment of a renal angina index for prediction of severe acute kidney injury in critically ill children: a multicentre, multinational, prospective observational study. Lancet Child Adolesc Heal 4642(17):1–9
14.
go back to reference Chawla LS et al (2017) Acute kidney disease and renal recovery: consensus report of the Acute Disease Quality Initiative (ADQI) 16 Workgroup. Nat Rev Nephrol 13(4):241–257CrossRefPubMed Chawla LS et al (2017) Acute kidney disease and renal recovery: consensus report of the Acute Disease Quality Initiative (ADQI) 16 Workgroup. Nat Rev Nephrol 13(4):241–257CrossRefPubMed
15.
go back to reference Blufpand HN, Westland R, Van Wijk JAE, Roelandse-Koop EA, Kaspers GJL, Bökenkamp A (2013) Height-independent estimation of glomerular filtration rate in children: an alternative to the schwartz equation. J Pediatr 163(6):1722–1727CrossRefPubMed Blufpand HN, Westland R, Van Wijk JAE, Roelandse-Koop EA, Kaspers GJL, Bökenkamp A (2013) Height-independent estimation of glomerular filtration rate in children: an alternative to the schwartz equation. J Pediatr 163(6):1722–1727CrossRefPubMed
16.
go back to reference Zappitelli M, Parikh CR, Akcan-Arikan A, Washburn KK, Moffett BS, Goldstein SL (2008) Ascertainment and epidemiology of acute kidney injury varies with definition interpretation. Clin J Am Soc Nephrol 3(4):948–954CrossRefPubMedPubMedCentral Zappitelli M, Parikh CR, Akcan-Arikan A, Washburn KK, Moffett BS, Goldstein SL (2008) Ascertainment and epidemiology of acute kidney injury varies with definition interpretation. Clin J Am Soc Nephrol 3(4):948–954CrossRefPubMedPubMedCentral
17.
go back to reference Kellum JA, Mythen MG, Shaw AD (2014) The 12th consensus conference of the Acute Dialysis Quality Initiative (ADQI XII). Br J Anaesth 113(5):729–731CrossRefPubMed Kellum JA, Mythen MG, Shaw AD (2014) The 12th consensus conference of the Acute Dialysis Quality Initiative (ADQI XII). Br J Anaesth 113(5):729–731CrossRefPubMed
18.
go back to reference Pottel H, Hoste L, Martens F (2012) A simple height-independent equation for estimating glomerular filtration rate in children. Pediatr Nephrol 27(6):973–979CrossRefPubMed Pottel H, Hoste L, Martens F (2012) A simple height-independent equation for estimating glomerular filtration rate in children. Pediatr Nephrol 27(6):973–979CrossRefPubMed
19.
go back to reference Pottel H, Vrydags N, Mahieu B, Vandewynckele E, Croes K, Martens F (2008) Establishing age/sex related serum creatinine reference intervals from hospital laboratory data based on different statistical methods. Clin Chim Acta Pottel H, Vrydags N, Mahieu B, Vandewynckele E, Croes K, Martens F (2008) Establishing age/sex related serum creatinine reference intervals from hospital laboratory data based on different statistical methods. Clin Chim Acta
20.
go back to reference Basu RK et al (2013) Derivation and validation of the renal angina index to improve the prediction of acute kidney injury in critically ill children. Kidney Int 85:659–667CrossRefPubMedPubMedCentral Basu RK et al (2013) Derivation and validation of the renal angina index to improve the prediction of acute kidney injury in critically ill children. Kidney Int 85:659–667CrossRefPubMedPubMedCentral
21.
go back to reference Cruz DN et al (2014) Utilization of small changes in serum creatinine with clinical risk factors to assess the risk of AKI in critically lll adults. Clin J Am Soc Nephrol 9(4):663–672CrossRefPubMedPubMedCentral Cruz DN et al (2014) Utilization of small changes in serum creatinine with clinical risk factors to assess the risk of AKI in critically lll adults. Clin J Am Soc Nephrol 9(4):663–672CrossRefPubMedPubMedCentral
22.
go back to reference Langley GJ (2009) The improvement guide: a practical approach to enhancing organizational performance, 2nd edn. Jossey-Bass Langley GJ (2009) The improvement guide: a practical approach to enhancing organizational performance, 2nd edn. Jossey-Bass
23.
go back to reference Hoste L et al (2014) A new equation to estimate the glomerular filtration rate in children, adolescents and young adults. Nephrol Dial Transplant 29(5):1082–1091CrossRefPubMed Hoste L et al (2014) A new equation to estimate the glomerular filtration rate in children, adolescents and young adults. Nephrol Dial Transplant 29(5):1082–1091CrossRefPubMed
24.
go back to reference Pottel H (2017) Measuring and estimating glomerular filtration rate in children. Pediatr Nephrol 32(2):249–263CrossRefPubMed Pottel H (2017) Measuring and estimating glomerular filtration rate in children. Pediatr Nephrol 32(2):249–263CrossRefPubMed
25.
go back to reference Kubo A, Shlager L, Marks AR, Lakritz D, Beaumont C, Gabellini K (2014) Annals of Internal Medicine. 130(6):461–470 Kubo A, Shlager L, Marks AR, Lakritz D, Beaumont C, Gabellini K (2014) Annals of Internal Medicine. 130(6):461–470
Metadata
Title
Use of height-independent baseline creatinine imputation method with renal angina index
Authors
Jean-Philippe Roy
Catherine Johnson
Bryan Towne
Frank Menke
Samuel Kiger
William Young
Rajit Basu
Ranjit Chima
Lin Fei
Kelli Krallman
Stuart L. Goldstein
Publication date
01-10-2019
Publisher
Springer Berlin Heidelberg
Published in
Pediatric Nephrology / Issue 10/2019
Print ISSN: 0931-041X
Electronic ISSN: 1432-198X
DOI
https://doi.org/10.1007/s00467-019-04294-8

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