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Kuo J, Akison LK, Chatfield MD, Trnka P, Moritz KM. Serum and urinary biomarkers to predict acute kidney injury in premature infants: a systematic review and meta-analysis of diagnostic accuracy. J Nephrol 2022; 35:2001-2014. [PMID: 35384606 PMCID: PMC9584850 DOI: 10.1007/s40620-022-01307-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Accepted: 03/05/2022] [Indexed: 12/13/2022]
Abstract
BACKGROUND Premature infants are at high risk for acute kidney injury (AKI) and current diagnostic criteria are flawed. The objective of this study was to determine the diagnostic accuracy of urine and serum biomarkers not currently used in routine clinical practice to predict AKI in premature infants. METHOD A systematic review was performed that followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses of Diagnostic Test Accuracy Studies (PRISMA-DTA). Data were extracted on the diagnostic accuracy of AKI biomarkers using serum creatinine or urine output as the reference standard. Quality and validity were assessed using modified Standards for Reporting Diagnostic Accuracy (STARD) criteria. RESULTS We identified 1024 articles, with 15 studies (791 infants) eligible for inclusion. Twenty-seven biomarkers were identified including serum cystatin C and urinary neutrophil gelatinase-associated lipocalin (uNGAL), osteopontin, kidney injury molecule-1, epidermal growth factor, and protein S100-P. However, many were only reported by one study each. A meta-analysis could only be conducted on uNGAL (288 infants from 6 studies) using a hierarchical, random-effects logistic-regression model. uNGAL had a summary sensitivity of 77% (95% CI 58-89%), specificity of 76% (95% CI 57-88%) and AUC-SROC of 0.83 (95% CI 0.80-0.86) for the diagnosis of AKI. By utilising uNGAL, the post-test probability of AKI increased to 52% (95% CI 37-66%) with a positive test and decreased to 9% (95% CI 5-16%) with a negative test if the pre-test probability was 25%. CONCLUSION uNGAL shows promise as a diagnostically accurate biomarker for AKI in premature infants.
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Affiliation(s)
- Jenny Kuo
- Child Health Research Centre, The University of Queensland, South Brisbane, QLD, Australia
| | - Lisa K Akison
- Child Health Research Centre, The University of Queensland, South Brisbane, QLD, Australia.,School of Biomedical Sciences, The University of Queensland, Sir William MacGregor Building, St Lucia, QLD, 4072, Australia
| | - Mark D Chatfield
- Child Health Research Centre, The University of Queensland, South Brisbane, QLD, Australia
| | - Peter Trnka
- Child Health Research Centre, The University of Queensland, South Brisbane, QLD, Australia.,Queensland Child and Adolescent Renal Service, Queensland Children's Hospital, South Brisbane, QLD, Australia
| | - Karen M Moritz
- Child Health Research Centre, The University of Queensland, South Brisbane, QLD, Australia. .,School of Biomedical Sciences, The University of Queensland, Sir William MacGregor Building, St Lucia, QLD, 4072, Australia.
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Ruas AFL, Lébeis GM, de Castro NB, Palmeira VA, Costa LB, Lanza K, Simões E Silva AC. Acute kidney injury in pediatrics: an overview focusing on pathophysiology. Pediatr Nephrol 2022; 37:2037-2052. [PMID: 34845510 DOI: 10.1007/s00467-021-05346-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 10/13/2021] [Accepted: 10/14/2021] [Indexed: 01/12/2023]
Abstract
Acute kidney injury (AKI) is defined as an abrupt decline in glomerular filtration rate, with increased serum creatinine and nitrogenous waste products due to several possible etiologies. Incidence in the pediatric population is estimated to be 3.9 per 1,000 hospitalizations, and prevalence among children admitted to intensive care units is 26.9%. Despite being a condition with important incidence and morbimortality, further evidence on pathophysiology and management among the pediatric population is still lacking. This narrative review aimed to summarize and discuss current data on AKI pathophysiology in the pediatric population, considering all the physiological particularities of this age range and common etiologies. Additionally, we reported current diagnostic tools, novel biomarkers, and newly proposed medications that have been studied with the aim of early diagnosis and appropriate treatment of AKI in the future.
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Affiliation(s)
- Ana Flávia Lima Ruas
- Interdisciplinary Laboratory of Medical Investigation, Department of Pediatrics, Faculty of Medicine, Federal University of Minas Gerais (UFMG), Alfredo Balena Avenue, Number 190, 2nd floor, Room #281, Belo Horizonte, MG, 30130100, Brazil
| | - Gabriel Malheiros Lébeis
- Interdisciplinary Laboratory of Medical Investigation, Department of Pediatrics, Faculty of Medicine, Federal University of Minas Gerais (UFMG), Alfredo Balena Avenue, Number 190, 2nd floor, Room #281, Belo Horizonte, MG, 30130100, Brazil
| | - Nicholas Bianco de Castro
- Interdisciplinary Laboratory of Medical Investigation, Department of Pediatrics, Faculty of Medicine, Federal University of Minas Gerais (UFMG), Alfredo Balena Avenue, Number 190, 2nd floor, Room #281, Belo Horizonte, MG, 30130100, Brazil
| | - Vitória Andrade Palmeira
- Interdisciplinary Laboratory of Medical Investigation, Department of Pediatrics, Faculty of Medicine, Federal University of Minas Gerais (UFMG), Alfredo Balena Avenue, Number 190, 2nd floor, Room #281, Belo Horizonte, MG, 30130100, Brazil
| | - Larissa Braga Costa
- Interdisciplinary Laboratory of Medical Investigation, Department of Pediatrics, Faculty of Medicine, Federal University of Minas Gerais (UFMG), Alfredo Balena Avenue, Number 190, 2nd floor, Room #281, Belo Horizonte, MG, 30130100, Brazil
| | - Katharina Lanza
- Interdisciplinary Laboratory of Medical Investigation, Department of Pediatrics, Faculty of Medicine, Federal University of Minas Gerais (UFMG), Alfredo Balena Avenue, Number 190, 2nd floor, Room #281, Belo Horizonte, MG, 30130100, Brazil
| | - Ana Cristina Simões E Silva
- Interdisciplinary Laboratory of Medical Investigation, Department of Pediatrics, Faculty of Medicine, Federal University of Minas Gerais (UFMG), Alfredo Balena Avenue, Number 190, 2nd floor, Room #281, Belo Horizonte, MG, 30130100, Brazil.
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McCaffrey J, Dhakal AK, Milford DV, Webb NJA, Lennon R. Recent developments in the detection and management of acute kidney injury. Arch Dis Child 2017; 102:91-96. [PMID: 27496911 PMCID: PMC5256404 DOI: 10.1136/archdischild-2015-309381] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2016] [Revised: 06/21/2016] [Accepted: 06/26/2016] [Indexed: 11/11/2022]
Abstract
Acute kidney injury (AKI) is a common condition in children admitted to hospital and existing serum and urine biomarkers are insensitive. There have been significant developments in stratifying the risk of AKI in children and also in the identification of new AKI biomarkers. Risk stratification coupled with a panel of AKI biomarkers will improve future detection of AKI, however, paediatric validation studies in mixed patient cohorts are required. The principles of effective management rely on treating the underlying cause and preventing secondary AKI by the appropriate use of fluids and medication. Further therapeutic innovation will depend on improving our understanding of the basic mechanisms underlying AKI in children.
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Affiliation(s)
- James McCaffrey
- Department of Paediatric Nephrology, Central Manchester University Hospitals NHS Foundation Trust (CMFT), Manchester Academic Health Science Centre (MAHSC), Manchester, UK
| | - Ajaya Kumar Dhakal
- Department of Paediatric Nephrology, Central Manchester University Hospitals NHS Foundation Trust (CMFT), Manchester Academic Health Science Centre (MAHSC), Manchester, UK,KIST Medical College and Teaching Hospital, Imadol, Lalitpur, Nepal
| | - David V Milford
- Department of Nephrology, Birmingham Children's Hospital, Birmingham, UK
| | - Nicholas J A Webb
- Department of Paediatric Nephrology, Central Manchester University Hospitals NHS Foundation Trust (CMFT), Manchester Academic Health Science Centre (MAHSC), Manchester, UK
| | - Rachel Lennon
- Department of Paediatric Nephrology, Central Manchester University Hospitals NHS Foundation Trust (CMFT), Manchester Academic Health Science Centre (MAHSC), Manchester, UK,Wellcome Trust Centre for Cell-Matrix Research, University of Manchester, Manchester, UK
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Kamianowska M, Szczepański M, Kulikowska EE, Bebko B, Wasilewska A. Do serum and urinary concentrations of kidney injury molecule-1 in healthy newborns depend on birth weight, gestational age or gender? J Perinatol 2017; 37:73-76. [PMID: 27684423 DOI: 10.1038/jp.2016.169] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2016] [Revised: 08/25/2016] [Accepted: 08/26/2016] [Indexed: 12/26/2022]
Abstract
OBJECTIVE The aim of work was to establish the normal levels of serum and urinary kidney injury molecule-1 (sKIM-1 and uKIM-1) in healthy full-term newborns. STUDY DESIGN The study included 88 healthy full-term neonates from normal, uncomplicated pregnancies. The serum and urinary concentrations of KIM-1 in the material obtained in the first or second day of life were determined with a commercially available enzyme-linked immunosorbent assay kits. In addition, uKIM-1 was normalized for urinary creatinine concentration. RESULTS Male and female newborns, as well as children in whom the samples were obtained in the first or second day of life, did not differ significantly in terms of their sKIM-1 and uKIM-1 levels. Gestational age correlated inversely with sKIM-1 and positively with uKIM-1, but not with uKIM-1/cr. No correlation was found with birth weight and gender. CONCLUSION This is the first report of sKIM-1 and uKIM-1 levels in healthy full-term newborns during the first postnatal days. The data from healthy newborns may serve as the reference values for future studies in the youngest children.
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Affiliation(s)
- M Kamianowska
- Department of Neonatology and Neonatal Intensive Care, Medical University of Bialystok, Bialystok, Poland
| | - M Szczepański
- Department of Neonatology and Neonatal Intensive Care, Medical University of Bialystok, Bialystok, Poland
| | - E E Kulikowska
- Department of Neonatology and Neonatal Intensive Care, Medical University of Bialystok, Bialystok, Poland
| | - B Bebko
- Department of Neonatology and Neonatal Intensive Care, Medical University of Bialystok, Bialystok, Poland
| | - A Wasilewska
- Department of Pediatrics and Nephrology, Medical University of Bialystok, Bialystok, Poland
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Askenazi DJ, Koralkar R, Patil N, Halloran B, Ambalavanan N, Griffin R. Acute Kidney Injury Urine Biomarkers in Very Low-Birth-Weight Infants. Clin J Am Soc Nephrol 2016; 11:1527-1535. [PMID: 27471253 PMCID: PMC5012492 DOI: 10.2215/cjn.13381215] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2015] [Accepted: 05/30/2016] [Indexed: 11/23/2022]
Abstract
BACKGROUND AND OBJECTIVES Serum creatinine (SCr)-based AKI definitions have important limitations, particularly in very low-birth-weight (VLBW) neonates. Urine biomarkers may improve our ability to detect kidney damage. We assessed the association between 14 different urine biomarkers and AKI in VLBW infants. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS We performed a prospective cohort study on 113 VLBW infants (weight ≤1200 g or <31 weeks' gestation) admitted to a regional neonatal intensive care unit at the University of Alabama at Birmingham between February 2012 and June 2013. SCr was measured on postnatal days 1, 2, 3, and 4 and was combined with clinically measured SCr to determine AKI according to Kidney Disease Improving Global Outcomes AKI definition (increase in SCr ≥0.3 mg/dl or ≥50% increase from previous lowest value). Urine was collected on the first 4 days (average number of urine collections, 3; range, 1-4). The maximum urine biomarkers and urine biomarker/creatinine levels were calculated for 12 urine biomarkers, and the minimum urine biomarker and biomarker/creatinine levels were assessed for two urine biomarkers. We compared these values between infants with and those without AKI. Ideal cutoffs, area under the receiver-operating characteristic curve , and area under the curve adjusted for gestational age were calculated. RESULTS Cumulative incidence of AKI during the first 2 postnatal weeks was 28 of 113 (25%). Infants with AKI had higher maximum levels of urine cystatin C, neutrophil gelatinase-associated lipocalin, osteopontin, clusterin, and α glutathione S-transferase (2.0, 1.8, 1.7, 1.7, and 3.7 times higher, respectively) than infants without AKI. In addition, infants with AKI had lower minimum levels of epithelial growth factor and uromodulin than those without AKI (1.4 and 1.6 times lower, respectively). Most but not all participants had their maximum (or minimum) biomarker values preceding AKI. These associations remained after adjustment for gestational age. CONCLUSIONS Urine biomarkers measured in the first 4 days of life are associated with AKI during the first postnatal weeks. Further evaluations are necessary to determine whether these biomarkers can predict important clinical outcomes. In addition, intervention studies that use biomarkers to stratify enrollment groups are needed before bedside evaluations can be incorporated into care.
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Affiliation(s)
| | | | - Neha Patil
- Division of Neonatology, Department of Pediatrics, and
| | | | | | - Russell Griffin
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama
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Saeidi B, Koralkar R, Griffin RL, Halloran B, Ambalavanan N, Askenazi D. Impact of gestational age, sex, and postnatal age on urine biomarkers in premature neonates. Pediatr Nephrol 2015; 30:2037-44. [PMID: 26001700 PMCID: PMC4581905 DOI: 10.1007/s00467-015-3129-z] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2015] [Revised: 05/01/2015] [Accepted: 05/04/2015] [Indexed: 11/30/2022]
Abstract
BACKGROUND Urine proteins may help in understanding physiology and diagnosing disease in premature infants. Determining how urine proteins vary by degree of prematurity, sex, and postnatal day is warranted. METHODS We performed a prospective cohort study to assess the independent correlation of 14 urine biomarkers (measured on postnatal days 1-4) with gestational age (GA), sex, and postnatal age in 81 premature infants (mean, 1017 g) without acute kidney injury using a random-effects mixed model. RESULTS Neutrophil gelatinase-associated lipocalin (NGAL) and vascular endothelial growth factor (VEGF) showed significant associations for sex, GA, and postnatal age. Cystatin C, osteopontin (OPN), and trefoil factor 3 (TFF3) were associated with postnatal age and GA, but not sex. Epithelial growth factor (EGF) and uromodulin were associated with GA only. Clusterin was associated with postnatal age and sex. Albumin was associated with sex only. Beta-2-microglbulin (B2M), osteoactivin, kidney injury molecule -1 (KIM-1), and alpha glutathione S-transferase (αGST) were associated with postnatal age only. CONCLUSIONS Postnatal age affects B2M, cystatin C, NGAL, OPN, clusterin, Kim-1, osteoactivin, TFF3, VEGF, αGST. GA affects cystatin C, EGF, NGAL, OPN, UMOD, TFF3, and VEGF. Sex affects albumin, NGAL, and clusterin. Interpretation of urine biomarkers will need to account for these associations.
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Affiliation(s)
- Behtash Saeidi
- Division of Pediatric Nephrology Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama 35233
| | - Rajesh Koralkar
- Division of Pediatric Nephrology Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama 35233
| | | | - Brian Halloran
- Division of Pediatric Nephrology Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama 35233
| | - Namasivayam Ambalavanan
- Division of Neonatology Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama 35233
| | - David Askenazi
- Division of Pediatric Nephrology Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama 35233,Corresponding author: David Askenazi, MD, MSPH, Department of Pediatrics, Division of Pediatric Nephrology, 1600 7th Ave S, Lowder 516, Birmingham, AL 35233, United States. Phone: (+1) 205-638-9781. Fax:(+1) 205-975-7051.
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Shao X, Tian L, Xu W, Zhang Z, Wang C, Qi C, Ni Z, Mou S. Diagnostic value of urinary kidney injury molecule 1 for acute kidney injury: a meta-analysis. PLoS One 2014; 9:e84131. [PMID: 24404151 PMCID: PMC3880280 DOI: 10.1371/journal.pone.0084131] [Citation(s) in RCA: 120] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2013] [Accepted: 11/12/2013] [Indexed: 12/02/2022] Open
Abstract
Background Urinary Kidney Injury Molecule 1 (KIM-1) is a proximal tubular injury biomarker for early detection of acute kidney injury (AKI), with variable performance characteristics depending on clinical and population settings. Methods Meta-analysis was performed to assess the diagnostic value of urinary KIM-1 in AKI. Relevant studies were searched from MEDLINE, EMBASE, Pubmed, Elsevier Science Direct, Scopus, Web of Science, Google Scholar and Cochrane Library. Meta-analysis methods were used to pool sensitivity and specificity and to construct summary receiver operating characteristic (SROC) curves. Results A total of 2979 patients from 11 eligible studies were enrolled in the analysis. Five prospective cohorts, two cross-sectional and four case-control studies were identified for meta-analysis. The estimated sensitivity of urinary KIM-1 for the diagnosis of AKI was 74.0% (95% CI, 61.0%–84.0%), and specificity was 86.0% (95% CI, 74.0%–93.0%). The SROC analysis showed an area under the curve of 0.86(0.83–0.89). Subgroup analysis suggested that population settings and detection time were the key factors affecting the efficiency of KIM-1 for AKI diagnosis. Limitation Various population settings, different definition of AKI and Serum creatinine level used as the standard might have influence on AKI diagnosis. The relatively small number of studies and heterogeneity between them also affected the evaluation. Conclusion Urinary KIM-1 may be a promising biomarker for early detection of AKI with considerable predictive value, especially for cardiac surgery patients, and its potential value needs to be validated in large studies and across a broader scope of clinical settings.
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Affiliation(s)
- Xinghua Shao
- Department of Nephrology, Molecular Cell Lab for Kidney Disease, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Lei Tian
- Department of Nephrology, Molecular Cell Lab for Kidney Disease, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Weijia Xu
- Department of Nephrology, Molecular Cell Lab for Kidney Disease, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Zhen Zhang
- Department of Nephrology, Molecular Cell Lab for Kidney Disease, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Chunlin Wang
- Department of Nephrology, Molecular Cell Lab for Kidney Disease, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Chaojun Qi
- Department of Nephrology, Molecular Cell Lab for Kidney Disease, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Zhaohui Ni
- Department of Nephrology, Molecular Cell Lab for Kidney Disease, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Shan Mou
- Department of Nephrology, Molecular Cell Lab for Kidney Disease, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- * E-mail:
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