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Risk factors for acute kidney injury after pediatric cardiac surgery: a meta-analysis

  • Systematic Review/Meta-analysis
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Pediatric Nephrology Aims and scope Submit manuscript

Abstract

Background

Cardiac surgery-associated acute kidney injury (AKI) is associated with increased morbidity and mortality in both adults and children.

Objectives

This study aimed to identify clinical risk factors for AKI following cardiac surgery in the pediatric population.

Data sources

PubMed/MEDLINE, Embase, Scopus, and reference lists of relevant articles were searched for studies published by August 2020.

Study eligibility criteria

Studies were included if (1) the population consisted of pediatric patients (< 18 years old), (2) patients underwent cardiac surgery, (3) risk factors were compared between patients who developed AKI and those who did not, and (4) studies were prospective or retrospective observational studies or randomized controlled trials.

Participants and interventions

Children undergoing pediatric cardiac surgery.

Study appraisal and synthesis methods

Random-effects meta-analysis was performed, comparing potential risk factors between pediatric patients who developed CS-AKI and those who did not.

Results

Sixty-one publications including a total of 19,680 participants (AKI: 7257 participants; no AKI: 12,423 participants) were included from studies published between 2008 and 2020. The pooled estimated incidence of AKI was 34.3% (95% confidence interval 30.0–38.8%, I2 = 96.8%). Binary risk factors that were significantly and consistently associated with AKI were the presence of pulmonary hypertension, cyanotic heart disease, univentricular heart, risk adjustment for congenital heart surgery 1 (RACHS-1) score ≥ 3, vasopressor use, cardiopulmonary bypass use, reoperation, and sepsis. Significant continuous risk factors included younger age, lower body weight, lower preoperative creatinine, higher preoperative estimated glomerular filtration rate (eGFR), higher RACHS-1 score, longer surgery time, longer cardiopulmonary bypass time, longer aortic cross-clamp time, and higher red blood cell transfusion volume.

Limitations

Results are limited by heterogeneity and potential residual confounding.

Conclusions and implications of key findings

Our meta-analysis identified clinical risk factors that are associated with AKI in children undergoing cardiac surgery. This might help clinicians anticipate and manage more carefully this population and implement standardized preventive strategies.

Systematic review registration number

CRD42021262699.

Graphical abstract

A higher resolution version of the Graphical abstract is available as Supplementary information.

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Data availability

The datasets generated during and/or analysed during the current study are available from the corresponding author on reasonable request.

Code availability

The code used for this study will be made available from the corresponding author, upon reasonable request.

Abbreviations

AKI:

Acute kidney injury

AKIN:

Acute kidney injury network

CI:

Confidence interval

CPB:

Cardiopulmonary bypass

eCrCl:

Estimated creatinine clearance

eGFR:

Estimated glomerular filtration rate

KDIGO:

Kidney disease improving global outcomes

MD:

Mean difference

MOOSE:

Meta-analysis of observational studies in epidemiology

OR:

Odds ratio

PRISMA:

Preferred reporting items for systematic reviews meta-analyses

PROSPERO:

International prospective register of systematic reviews

RACHS-1:

Risk adjustment for congenital heart surgery 1

RIFLE:

Risk for renal dysfunction, Injury to the kidney, failure of kidney function, loss of kidney function and end-stage renal disease

SCr:

Serum creatinine

References

  1. Hoste EAJ, Kellum JA, Selby NM, Zarbock A, Palevsky PM, Bagshaw SM, Goldstein SL, Cerdá J, Chawla LS (2018) Global epidemiology and outcomes of acute kidney injury. Nat Rev Nephrol 14:607–625

    Article  CAS  Google Scholar 

  2. Van den Eynde J, Rotbi H, Gewillig M, Kutty S, Allegaert K (2021) In-Hospital outcomes of acute kidney injury after pediatric cardiac surgery : a meta-analysis. Front Pediatr 9:733744. https://doi.org/10.3389/fped.2021.733744

    Article  PubMed  PubMed Central  Google Scholar 

  3. Page MJ, McKenzie JE, Bossuyt PM, Boutron I et al (2021) The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ 372:n71

    Article  Google Scholar 

  4. Hozo SP, Djulbegovic B, Hozo I (2005) Estimating the mean and variance from the median, range, and the size of a sample. BMC Med Res Methodol 5:13. https://doi.org/10.1186/1471-2288-5-13

    Article  PubMed  PubMed Central  Google Scholar 

  5. Higgins JPT, Thompson SG, Deeks JJ, Altman DG (2003) Measuring inconsistency in meta-analyses. Br Med J 327:557–560

    Article  Google Scholar 

  6. DerSimonian R, Kacker R (2007) Random-effects model for meta-analysis of clinical trials: an update. Contemp Clin Trials 28:105–114. https://doi.org/10.1016/j.cct.2006.04.004

    Article  PubMed  Google Scholar 

  7. Begg CB, Mazumdar M (1994) Operating characteristics of a rank correlation test for publication bias. Biometrics 50:1088. https://doi.org/10.2307/2533446

    Article  CAS  Google Scholar 

  8. Egger M, Smith GD, Schneider M, Minder C (1997) Bias in meta-analysis detected by a simple, graphical test. Br Med J 315:629–634. https://doi.org/10.1136/bmj.316.7129.469

    Article  CAS  Google Scholar 

  9. Blinder JJ, Asaro LA, Wypij D, Selewski DT, Agus MSD, Gaies M, Ferguson MA (2017) Acute kidney injury after pediatric cardiac surgery: a secondary analysis of the safe pediatric euglycemia after cardiac surgery trial. Pediatr Crit Care Med 18:638–646. https://doi.org/10.1097/PCC.0000000000001185

    Article  PubMed  PubMed Central  Google Scholar 

  10. Akcan-Arikan A, Zappitelli M, Loftis LL, Washburn KK, Jefferson LS, Goldstein SL (2007) Modified RIFLE criteria in critically ill children with acute kidney injury. Kidney Int 71:1028–1035. https://doi.org/10.1038/sj.ki.5002231

    Article  CAS  PubMed  Google Scholar 

  11. Khwaja A (2012) KDIGO clinical practice guidelines for acute kidney injury. Nephron 120:c179–c184. https://doi.org/10.1159/000339789

    Article  PubMed  Google Scholar 

  12. Mehta RL, Kellum JA, Shah SV, Molitoris BA et al (2007) Acute kidney injury network: report of an initiative to improve outcomes in acute kidney injury. Crit Care 11:R31. https://doi.org/10.1186/cc5713

    Article  PubMed  PubMed Central  Google Scholar 

  13. Selewski DT, Charlton JR, Jetton JG, Guillet R, Mhanna MJ, Askenazi DJ, Kent AL (2015) Neonatal acute kidney injury. Pediatrics 136:e463–e473. https://doi.org/10.1542/peds.2014-3819

    Article  PubMed  Google Scholar 

  14. Mooney JF, Ranasinghe I, Chow CK, Perkovic V, Barzi F, Zoungas S, Holzmann MJ, Welten GM, Biancari F, Wu VC, Tan TC, Cass A, Hillis GS (2013) Preoperative estimates of glomerular filtration rate as predictors of outcome after surgery: a systematic review and meta-analysis. Anesthesiology 118:809–824

    Article  Google Scholar 

  15. Brenner BM, Lawler EV, Mackenzie HS (1996) The hyperfiltration theory: a paradigm shift in nephrology. Kidney Int 49:1774–1777

    Article  CAS  Google Scholar 

  16. Algaze CA, Koth AM, Faberowski LW, Hanley FL, Krawczeski CD, Axelrod DM (2017) Acute kidney injury in patients undergoing the extracardiac Fontan operation with and without the use of cardiopulmonary bypass. Pediatr Crit Care Med 18:34–43. https://doi.org/10.1097/PCC.0000000000000984

    Article  PubMed  Google Scholar 

  17. Bojan M, Lopez-Lopez V, Pouard P, Falissard B, Journois D (2013) Limitations of early serum creatinine variations for the assessment of kidney injury in neonates and infants with cardiac surgery. PLoS One 8:e79308. https://doi.org/10.1371/JOURNAL.PONE.0079308

  18. Springate JE, Christensen SL, Feld LG (1992) Serum creatinine level and renal function in children. Am J Dis Child 146:1232–1235. https://doi.org/10.1001/archpedi.1992.02160220118036

    Article  CAS  PubMed  Google Scholar 

  19. Boer DP, De Rijke YB, Hop WC, Cransberg K, Dorresteijn EM (2010) Reference values for serum creatinine in children younger than 1 year of age. Pediatr Nephrol 25:2107–2113. https://doi.org/10.1007/s00467-010-1533-y

    Article  PubMed  PubMed Central  Google Scholar 

  20. MdRalib A, Pickering JW, Shaw GM, Endre ZH (2013) The urine output definition of acute kidney injury is too liberal. Crit Care 173:1–11. https://doi.org/10.1186/CC12784

  21. Kaddourah A, Basu RK, Bagshaw SM, Goldstein SL (2016) Epidemiology of acute kidney injury in critically ill children and young adults. N Engl J Med 376:11–20. https://doi.org/10.1056/NEJMOA1611391

    Article  PubMed  PubMed Central  Google Scholar 

  22. Jetton JG, Boohaker LJ, Sethi SK, Wazir S et al (2017) Incidence and outcomes of neonatal acute kidney injury (AWAKEN): a multicentre, multinational, observational cohort study. Lancet Child Adolesc Heal 1:184–194. https://doi.org/10.1016/S2352-4642(17)30069-X

    Article  Google Scholar 

  23. Fuhrman DY (2021) The role of renal functional reserve in predicting acute kidney injury. Crit Care Clin 37:399–407. https://doi.org/10.1016/J.CCC.2020.11.008

    Article  PubMed  Google Scholar 

  24. Kalligeros M, Karageorgos SA, Shehadeh F, Zacharioudakis IM, Mylonakis E (2019) The association of acute kidney injury with the concomitant use of vancomycin and piperacillin-tazobactam in children: a systematic review and meta-analysis. Antimicrob Agents Chemother 63:e01572–01519. https://doi.org/10.1128/AAC.01572-19

  25. Paparella D, Yau TM, Young E (2002) Cardiopulmonary bypass induced inflammation: pathophysiology and treatment. An update. Eur J Cardiothorac Surg 21:232–244

    Article  CAS  Google Scholar 

  26. Eaton MP, Iannoli EM (2011) Coagulation considerations for infants and children undergoing cardiopulmonary bypass. Pediatr Anesth 21:31–42. https://doi.org/10.1111/j.1460-9592.2010.03467.x

    Article  Google Scholar 

  27. Piggott KD, Soni M, Decampli WM, Ramirez JA, Holbein D, Fakioglu H, Blanco CJ, Pourmoghadam KK (2015) Acute kidney injury and fluid overload in neonates following surgery for congenital heart disease. World J Pediatr Congenit Heart Surg 6:401–406. https://doi.org/10.1177/2150135115586814

    Article  PubMed  Google Scholar 

  28. Morgan CJ, Zappitelli M, Robertson CMT, Alton GY, Sauve RS, Joffe AR, Ross DB, Rebeyka IM (2013) Risk factors for and outcomes of acute kidney injury in neonates undergoing complex cardiac surgery. J Pediatr 162:120-127.e1. https://doi.org/10.1016/j.jpeds.2012.06.054

    Article  PubMed  Google Scholar 

  29. Boehne M, Sasse M, Karch A, Dziuba F, Horke A, Kaussen T, Mikolajczyk R, Beerbaum P, Jack T (2017) Systemic inflammatory response syndrome after pediatric congenital heart surgery: Incidence, risk factors, and clinical outcome. J Card Surg 32:116–125. https://doi.org/10.1111/jocs.12879

    Article  PubMed  Google Scholar 

  30. Rosner MH, Okusa MD (2006) Acute kidney injury associated with cardiac surgery. Clin J Am Soc Nephrol 1:19–32. https://doi.org/10.2215/CJN.00240605

    Article  PubMed  Google Scholar 

  31. Wheeler DS, Jeffries HE, Zimmerman JJ, Wong HR, Carcillo JA (2011) Sepsis in the pediatric cardiac intensive care unit. World J Pediatr Congenit Heart Surg 2:393. https://doi.org/10.1177/2150135111403781

    Article  PubMed  PubMed Central  Google Scholar 

  32. Fitzgerald JC, Basu RK, Akcan-Arikan A, Izquierdo LM et al (2016) Acute kidney injury in pediatric severe sepsis: an independent risk factor for death and new disability. Crit Care Med 44:2241–2250. https://doi.org/10.1097/CCM.0000000000002007

    Article  PubMed  PubMed Central  Google Scholar 

  33. Zarjou A, Agarwal A (2011) Sepsis and acute kidney injury. J Am Soc Nephrol 22:999–1006. https://doi.org/10.1681/ASN.2010050484

    Article  PubMed  Google Scholar 

  34. Li D, Niu Z, Huang Q, Sheng W, Wang T (2020) A meta-analysis of the incidence rate of postoperative acute kidney injury in patients with congenital heart disease. BMC Nephrol 21:350. https://doi.org/10.1186/s12882-020-02005-2

    Article  PubMed  PubMed Central  Google Scholar 

  35. Dittrich S, Haas N, Bührer C, Müller C, Dähnert I, Lange P (2007) Renal impairment in patients with long-standing cyanotic congenital heart disease. Acta Paediatr 87:949–954. https://doi.org/10.1111/j.1651-2227.1998.tb01764.x

    Article  Google Scholar 

  36. Lee D, Levin A, Kiess M, Sexsmith G, Chakrabarti S, Barlow A, Human D, Grewal J (2018) Chronic kidney damage in the adult Fontan population. Int J Cardiol 257:62–66. https://doi.org/10.1016/j.ijcard.2017.11.118

    Article  CAS  PubMed  Google Scholar 

  37. Abman SH, Hansmann G, Archer SL, Ivy DD et al (2015) Pediatric pulmonary hypertension. Circulation 132:2037–2099

    Article  Google Scholar 

  38. Ronco C, McCullough P, Anker SD, Anand I et al (2010) Cardio-renal syndromes: report from the consensus conference of the acute dialysis quality initiative. Eur Heart J 31:703–711. https://doi.org/10.1093/EURHEARTJ/EHP507

    Article  PubMed  Google Scholar 

  39. Naranjo M, Lo KB, Mezue K, Rangaswami J (2019) Effects of pulmonary hypertension and right ventricular function in short and long-term kidney function. Curr Cardiol Rev 15:3. https://doi.org/10.2174/1573403X14666181008154215

    Article  PubMed  PubMed Central  Google Scholar 

  40. Kozlik-Feldmann R, Hansmann G, Bonnet D, Schranz D, Apitz C, Michel-Behnke I (2016) Pulmonary hypertension in children with congenital heart disease (PAH-CHD, PPHVD-CHD). Expert consensus statement on the diagnosis and treatment of paediatric pulmonary hypertension. The European paediatric pulmonary vascular disease network, endorsed by ISHLT and DGPK. Heart 102:42–48. https://doi.org/10.1136/heartjnl-2015-308378

    Article  CAS  Google Scholar 

  41. Ostermann M, Liu K (2017) Pathophysiology of AKI. Best Pract Res Clin Anaesthesiol 31:305–314

    Article  Google Scholar 

  42. Mårtensson J, Martling CR, Bell M (2012) Novel biomarkers of acute kidney injury and failure: clinical applicability. Br J Anaesth 109:843–850

    Article  Google Scholar 

  43. Coca SG, Yalavarthy R, Concato J, Parikh CR (2008) Biomarkers for the diagnosis and risk stratification of acute kidney injury: a systematic review. Kidney Int 73:1008–1016

    Article  CAS  Google Scholar 

  44. Bellos I, Iliopoulos DC, Perrea DN (2019) Pharmacological interventions for the prevention of acute kidney injury after pediatric cardiac surgery: a network meta-analysis. Clin Exp Nephrol 23:782–791. https://doi.org/10.1007/s10157-019-01706-9

    Article  PubMed  Google Scholar 

  45. Cooper DS, Claes D, Goldstein SL, Bennett MR, Ma Q, Devarajan P, Krawczeski CD (2016) Follow-up renal assessment of injury long-term after acute kidney injury (FRAIL-AKI). Clin J Am Soc Nephrol 11:21–29. https://doi.org/10.2215/CJN.04240415

    Article  CAS  PubMed  Google Scholar 

  46. Morgan C, Al-Aklabi M, Garcia Guerra G (2015) Chronic kidney disease in congenital heart disease patients: a narrative review of evidence. Can J Kidney Heal Dis 2:27. https://doi.org/10.1186/s40697-015-0063-8

    Article  Google Scholar 

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Acknowledgements

J. Van den Eynde was supported by the Belgian American Educational Foundation.

Funding

This research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors.

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Authors and Affiliations

Authors

Contributions

JVDE: Conceptualization; Data curation; Formal analysis; Investigation; Methodology; Project administration; Software; Validation; Visualization; Writing—original draft; Writing—review & editing. BD: Conceptualization; Data curation; Investigation; Writing—original draft; Writing—review & editing. XJ: Conceptualization; Data curation; Investigation; Writing—original draft; Writing—review & editing. IP: Conceptualization; Data curation; Investigation; Writing—original draft; Writing—review & editing. HR: Conceptualization; Data curation; Investigation; Writing—original draft; Writing—review & editing. MG: Conceptualization; Investigation; Supervision; Writing—review & editing. SK: Conceptualization; Investigation; Supervision; Writing—review & editing. DM: Conceptualization; Investigation; Supervision; Writing—review & editing.

Corresponding author

Correspondence to Jef Van den Eynde.

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Conflict of interest

M. Gewillig is proctor for Edwards and Medtronic. S. Kutty is consultant for GE Healthcare. All other authors declare that they have no competing interests.

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Van den Eynde, J., Delpire, B., Jacquemyn, X. et al. Risk factors for acute kidney injury after pediatric cardiac surgery: a meta-analysis. Pediatr Nephrol 37, 509–519 (2022). https://doi.org/10.1007/s00467-021-05297-0

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  • DOI: https://doi.org/10.1007/s00467-021-05297-0

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