Cargando…
Identifying critically ill children at high risk of acute kidney injury and renal replacement therapy
Acute kidney injury (AKI), a common complication in paediatric intensive care units (PICU), is associated with increased morbidity and mortality. In this single centre, prospective, observational cohort study, neutrophil gelatinase-associated lipocalin in urine (uNGAL) and plasma (pNGAL) and renal a...
Autores principales: | , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7595286/ https://www.ncbi.nlm.nih.gov/pubmed/33119655 http://dx.doi.org/10.1371/journal.pone.0240360 |
_version_ | 1783601837118586880 |
---|---|
author | McGalliard, Rachel J. McWilliam, Stephen J. Maguire, Samuel Jones, Caroline A. Jennings, Rebecca J. Siner, Sarah Newland, Paul Peak, Matthew Chesters, Christine Jeffers, Graham Broughton, Caroline McColl, Lynsey Lane, Steven Paulus, Stephane Cunliffe, Nigel A. Baines, Paul Carrol, Enitan D. |
author_facet | McGalliard, Rachel J. McWilliam, Stephen J. Maguire, Samuel Jones, Caroline A. Jennings, Rebecca J. Siner, Sarah Newland, Paul Peak, Matthew Chesters, Christine Jeffers, Graham Broughton, Caroline McColl, Lynsey Lane, Steven Paulus, Stephane Cunliffe, Nigel A. Baines, Paul Carrol, Enitan D. |
author_sort | McGalliard, Rachel J. |
collection | PubMed |
description | Acute kidney injury (AKI), a common complication in paediatric intensive care units (PICU), is associated with increased morbidity and mortality. In this single centre, prospective, observational cohort study, neutrophil gelatinase-associated lipocalin in urine (uNGAL) and plasma (pNGAL) and renal angina index (RAI), and combinations of these markers, were assessed for their ability to predict severe (stage 2 or 3) AKI in children and young people admitted to PICU. In PICU children and young people had initial and serial uNGAL and pNGAL measurements, RAI calculation on day 1, and collection of clinical data, including serum creatinine measurements. Primary outcomes were severe AKI and renal replacement therapy (RRT). Secondary outcomes were length of stay, hospital acquired infection and mortality. The area under the Receiver Operating Characteristic (ROC) curves and Youden index was used to determine biomarker performance and identify optimum cut-off values. Of 657 children recruited, 104 met criteria for severe AKI (15∙8%) and 47 (7∙2%) required RRT. Severe AKI was associated with increased length of stay, hospital acquired infection, and mortality. The area under the curve (AUC) for severe AKI prediction for Day 1 uNGAL, Day 1 pNGAL and RAI were 0.75 (95% Confidence Interval [CI] 0∙69, 0∙81), 0∙64 (95% CI 0∙56, 0∙72), and 0.73 (95% CI 0∙65, 0∙80) respectively. The optimal combination of measures was RAI and day 1 uNGAL, giving an AUC of 0∙80 for severe AKI prediction (95% CI 0∙71, 0∙88). In this heterogenous PICU cohort, urine or plasma NGAL in isolation had poorer prediction accuracy for severe AKI than in previously reported homogeneous populations. However, when combined together with RAI, they produced good prediction for severe AKI. |
format | Online Article Text |
id | pubmed-7595286 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-75952862020-11-02 Identifying critically ill children at high risk of acute kidney injury and renal replacement therapy McGalliard, Rachel J. McWilliam, Stephen J. Maguire, Samuel Jones, Caroline A. Jennings, Rebecca J. Siner, Sarah Newland, Paul Peak, Matthew Chesters, Christine Jeffers, Graham Broughton, Caroline McColl, Lynsey Lane, Steven Paulus, Stephane Cunliffe, Nigel A. Baines, Paul Carrol, Enitan D. PLoS One Research Article Acute kidney injury (AKI), a common complication in paediatric intensive care units (PICU), is associated with increased morbidity and mortality. In this single centre, prospective, observational cohort study, neutrophil gelatinase-associated lipocalin in urine (uNGAL) and plasma (pNGAL) and renal angina index (RAI), and combinations of these markers, were assessed for their ability to predict severe (stage 2 or 3) AKI in children and young people admitted to PICU. In PICU children and young people had initial and serial uNGAL and pNGAL measurements, RAI calculation on day 1, and collection of clinical data, including serum creatinine measurements. Primary outcomes were severe AKI and renal replacement therapy (RRT). Secondary outcomes were length of stay, hospital acquired infection and mortality. The area under the Receiver Operating Characteristic (ROC) curves and Youden index was used to determine biomarker performance and identify optimum cut-off values. Of 657 children recruited, 104 met criteria for severe AKI (15∙8%) and 47 (7∙2%) required RRT. Severe AKI was associated with increased length of stay, hospital acquired infection, and mortality. The area under the curve (AUC) for severe AKI prediction for Day 1 uNGAL, Day 1 pNGAL and RAI were 0.75 (95% Confidence Interval [CI] 0∙69, 0∙81), 0∙64 (95% CI 0∙56, 0∙72), and 0.73 (95% CI 0∙65, 0∙80) respectively. The optimal combination of measures was RAI and day 1 uNGAL, giving an AUC of 0∙80 for severe AKI prediction (95% CI 0∙71, 0∙88). In this heterogenous PICU cohort, urine or plasma NGAL in isolation had poorer prediction accuracy for severe AKI than in previously reported homogeneous populations. However, when combined together with RAI, they produced good prediction for severe AKI. Public Library of Science 2020-10-29 /pmc/articles/PMC7595286/ /pubmed/33119655 http://dx.doi.org/10.1371/journal.pone.0240360 Text en © 2020 McGalliard et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article McGalliard, Rachel J. McWilliam, Stephen J. Maguire, Samuel Jones, Caroline A. Jennings, Rebecca J. Siner, Sarah Newland, Paul Peak, Matthew Chesters, Christine Jeffers, Graham Broughton, Caroline McColl, Lynsey Lane, Steven Paulus, Stephane Cunliffe, Nigel A. Baines, Paul Carrol, Enitan D. Identifying critically ill children at high risk of acute kidney injury and renal replacement therapy |
title | Identifying critically ill children at high risk of acute kidney injury and renal replacement therapy |
title_full | Identifying critically ill children at high risk of acute kidney injury and renal replacement therapy |
title_fullStr | Identifying critically ill children at high risk of acute kidney injury and renal replacement therapy |
title_full_unstemmed | Identifying critically ill children at high risk of acute kidney injury and renal replacement therapy |
title_short | Identifying critically ill children at high risk of acute kidney injury and renal replacement therapy |
title_sort | identifying critically ill children at high risk of acute kidney injury and renal replacement therapy |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7595286/ https://www.ncbi.nlm.nih.gov/pubmed/33119655 http://dx.doi.org/10.1371/journal.pone.0240360 |
work_keys_str_mv | AT mcgalliardrachelj identifyingcriticallyillchildrenathighriskofacutekidneyinjuryandrenalreplacementtherapy AT mcwilliamstephenj identifyingcriticallyillchildrenathighriskofacutekidneyinjuryandrenalreplacementtherapy AT maguiresamuel identifyingcriticallyillchildrenathighriskofacutekidneyinjuryandrenalreplacementtherapy AT jonescarolinea identifyingcriticallyillchildrenathighriskofacutekidneyinjuryandrenalreplacementtherapy AT jenningsrebeccaj identifyingcriticallyillchildrenathighriskofacutekidneyinjuryandrenalreplacementtherapy AT sinersarah identifyingcriticallyillchildrenathighriskofacutekidneyinjuryandrenalreplacementtherapy AT newlandpaul identifyingcriticallyillchildrenathighriskofacutekidneyinjuryandrenalreplacementtherapy AT peakmatthew identifyingcriticallyillchildrenathighriskofacutekidneyinjuryandrenalreplacementtherapy AT chesterschristine identifyingcriticallyillchildrenathighriskofacutekidneyinjuryandrenalreplacementtherapy AT jeffersgraham identifyingcriticallyillchildrenathighriskofacutekidneyinjuryandrenalreplacementtherapy AT broughtoncaroline identifyingcriticallyillchildrenathighriskofacutekidneyinjuryandrenalreplacementtherapy AT mccolllynsey identifyingcriticallyillchildrenathighriskofacutekidneyinjuryandrenalreplacementtherapy AT lanesteven identifyingcriticallyillchildrenathighriskofacutekidneyinjuryandrenalreplacementtherapy AT paulusstephane identifyingcriticallyillchildrenathighriskofacutekidneyinjuryandrenalreplacementtherapy AT cunliffenigela identifyingcriticallyillchildrenathighriskofacutekidneyinjuryandrenalreplacementtherapy AT bainespaul identifyingcriticallyillchildrenathighriskofacutekidneyinjuryandrenalreplacementtherapy AT carrolenitand identifyingcriticallyillchildrenathighriskofacutekidneyinjuryandrenalreplacementtherapy |