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External validation of the modified sepsis renal angina index for prediction of severe acute kidney injury in children with septic shock
BACKGROUND: Acute kidney injury (AKI) occurs commonly in pediatric septic shock and increases morbidity and mortality. Early identification of high-risk patients can facilitate targeted intervention to improve outcomes. We previously modified the renal angina index (RAI), a validated AKI prediction...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10683237/ https://www.ncbi.nlm.nih.gov/pubmed/38017578 http://dx.doi.org/10.1186/s13054-023-04746-6 |
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author | Stanski, Natalja L. Basu, Rajit K. Cvijanovich, Natalie Z. Fitzgerald, Julie C. Bigham, Michael T. Jain, Parag N. Schwarz, Adam J. Lutfi, Riad Thomas, Neal J. Baines, Torrey Haileselassie, Bereketeab Weiss, Scott L. Atreya, Mihir R. Lautz, Andrew J. Zingarelli, Basilia Standage, Stephen W. Kaplan, Jennifer Chawla, Lakhmir S. Goldstein, Stuart L. |
author_facet | Stanski, Natalja L. Basu, Rajit K. Cvijanovich, Natalie Z. Fitzgerald, Julie C. Bigham, Michael T. Jain, Parag N. Schwarz, Adam J. Lutfi, Riad Thomas, Neal J. Baines, Torrey Haileselassie, Bereketeab Weiss, Scott L. Atreya, Mihir R. Lautz, Andrew J. Zingarelli, Basilia Standage, Stephen W. Kaplan, Jennifer Chawla, Lakhmir S. Goldstein, Stuart L. |
author_sort | Stanski, Natalja L. |
collection | PubMed |
description | BACKGROUND: Acute kidney injury (AKI) occurs commonly in pediatric septic shock and increases morbidity and mortality. Early identification of high-risk patients can facilitate targeted intervention to improve outcomes. We previously modified the renal angina index (RAI), a validated AKI prediction tool, to improve specificity in this population (sRAI). Here, we prospectively assess sRAI performance in a separate cohort. METHODS: A secondary analysis of a prospective, multicenter, observational study of children with septic shock admitted to the pediatric intensive care unit from 1/2019 to 12/2022. The primary outcome was severe AKI (≥ KDIGO Stage 2) on Day 3 (D3 severe AKI), and we compared predictive performance of the sRAI (calculated on Day 1) to the original RAI and serum creatinine elevation above baseline (D1 SCr > Baseline +). Original renal angina fulfillment (RAI +) was defined as RAI ≥ 8; sepsis renal angina fulfillment (sRAI +) was defined as RAI ≥ 20 or RAI 8 to < 20 with platelets < 150 × 10(3)/µL. RESULTS: Among 363 patients, 79 (22%) developed D3 severe AKI. One hundred forty (39%) were sRAI + , 195 (54%) RAI + , and 253 (70%) D1 SCr > Baseline + . Compared to sRAI-, sRAI + had higher risk of D3 severe AKI (RR 8.9, 95%CI 5–16, p < 0.001), kidney replacement therapy (KRT) (RR 18, 95%CI 6.6–49, p < 0.001), and mortality (RR 2.5, 95%CI 1.2–5.5, p = 0.013). sRAI predicted D3 severe AKI with an AUROC of 0.86 (95%CI 0.82–0.90), with greater specificity (74%) than D1 SCr > Baseline (36%) and RAI + (58%). On multivariable regression, sRAI + retained associations with D3 severe AKI (aOR 4.5, 95%CI 2.0–10.2, p < 0.001) and need for KRT (aOR 5.6, 95%CI 1.5–21.5, p = 0.01). CONCLUSIONS: Prediction of severe AKI in pediatric septic shock is important to improve outcomes, allocate resources, and inform enrollment in clinical trials examining potential disease-modifying therapies. The sRAI affords more accurate and specific prediction than context-free SCr elevation or the original RAI in this population. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13054-023-04746-6. |
format | Online Article Text |
id | pubmed-10683237 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106832372023-11-30 External validation of the modified sepsis renal angina index for prediction of severe acute kidney injury in children with septic shock Stanski, Natalja L. Basu, Rajit K. Cvijanovich, Natalie Z. Fitzgerald, Julie C. Bigham, Michael T. Jain, Parag N. Schwarz, Adam J. Lutfi, Riad Thomas, Neal J. Baines, Torrey Haileselassie, Bereketeab Weiss, Scott L. Atreya, Mihir R. Lautz, Andrew J. Zingarelli, Basilia Standage, Stephen W. Kaplan, Jennifer Chawla, Lakhmir S. Goldstein, Stuart L. Crit Care Research BACKGROUND: Acute kidney injury (AKI) occurs commonly in pediatric septic shock and increases morbidity and mortality. Early identification of high-risk patients can facilitate targeted intervention to improve outcomes. We previously modified the renal angina index (RAI), a validated AKI prediction tool, to improve specificity in this population (sRAI). Here, we prospectively assess sRAI performance in a separate cohort. METHODS: A secondary analysis of a prospective, multicenter, observational study of children with septic shock admitted to the pediatric intensive care unit from 1/2019 to 12/2022. The primary outcome was severe AKI (≥ KDIGO Stage 2) on Day 3 (D3 severe AKI), and we compared predictive performance of the sRAI (calculated on Day 1) to the original RAI and serum creatinine elevation above baseline (D1 SCr > Baseline +). Original renal angina fulfillment (RAI +) was defined as RAI ≥ 8; sepsis renal angina fulfillment (sRAI +) was defined as RAI ≥ 20 or RAI 8 to < 20 with platelets < 150 × 10(3)/µL. RESULTS: Among 363 patients, 79 (22%) developed D3 severe AKI. One hundred forty (39%) were sRAI + , 195 (54%) RAI + , and 253 (70%) D1 SCr > Baseline + . Compared to sRAI-, sRAI + had higher risk of D3 severe AKI (RR 8.9, 95%CI 5–16, p < 0.001), kidney replacement therapy (KRT) (RR 18, 95%CI 6.6–49, p < 0.001), and mortality (RR 2.5, 95%CI 1.2–5.5, p = 0.013). sRAI predicted D3 severe AKI with an AUROC of 0.86 (95%CI 0.82–0.90), with greater specificity (74%) than D1 SCr > Baseline (36%) and RAI + (58%). On multivariable regression, sRAI + retained associations with D3 severe AKI (aOR 4.5, 95%CI 2.0–10.2, p < 0.001) and need for KRT (aOR 5.6, 95%CI 1.5–21.5, p = 0.01). CONCLUSIONS: Prediction of severe AKI in pediatric septic shock is important to improve outcomes, allocate resources, and inform enrollment in clinical trials examining potential disease-modifying therapies. The sRAI affords more accurate and specific prediction than context-free SCr elevation or the original RAI in this population. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13054-023-04746-6. BioMed Central 2023-11-28 /pmc/articles/PMC10683237/ /pubmed/38017578 http://dx.doi.org/10.1186/s13054-023-04746-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Stanski, Natalja L. Basu, Rajit K. Cvijanovich, Natalie Z. Fitzgerald, Julie C. Bigham, Michael T. Jain, Parag N. Schwarz, Adam J. Lutfi, Riad Thomas, Neal J. Baines, Torrey Haileselassie, Bereketeab Weiss, Scott L. Atreya, Mihir R. Lautz, Andrew J. Zingarelli, Basilia Standage, Stephen W. Kaplan, Jennifer Chawla, Lakhmir S. Goldstein, Stuart L. External validation of the modified sepsis renal angina index for prediction of severe acute kidney injury in children with septic shock |
title | External validation of the modified sepsis renal angina index for prediction of severe acute kidney injury in children with septic shock |
title_full | External validation of the modified sepsis renal angina index for prediction of severe acute kidney injury in children with septic shock |
title_fullStr | External validation of the modified sepsis renal angina index for prediction of severe acute kidney injury in children with septic shock |
title_full_unstemmed | External validation of the modified sepsis renal angina index for prediction of severe acute kidney injury in children with septic shock |
title_short | External validation of the modified sepsis renal angina index for prediction of severe acute kidney injury in children with septic shock |
title_sort | external validation of the modified sepsis renal angina index for prediction of severe acute kidney injury in children with septic shock |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10683237/ https://www.ncbi.nlm.nih.gov/pubmed/38017578 http://dx.doi.org/10.1186/s13054-023-04746-6 |
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