Cargando…

Using Aggregate Vasoactive-Inotrope Scores to Predict Clinical Outcomes in Pediatric Sepsis

OBJECTIVES: The heterogeneity of sepsis makes it difficult to predict outcomes using existing severity of illness tools. The vasoactive-inotrope score (VIS) is a quantitative measure of the amount of vasoactive support required by patients. We sought to determine if a higher aggregate VIS over the f...

Descripción completa

Detalles Bibliográficos
Autores principales: Shah, Palak, Petersen, Tara L., Zhang, Liyun, Yan, Ke, Thompson, Nathan E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8931266/
https://www.ncbi.nlm.nih.gov/pubmed/35311061
http://dx.doi.org/10.3389/fped.2022.778378
_version_ 1784671220546928640
author Shah, Palak
Petersen, Tara L.
Zhang, Liyun
Yan, Ke
Thompson, Nathan E.
author_facet Shah, Palak
Petersen, Tara L.
Zhang, Liyun
Yan, Ke
Thompson, Nathan E.
author_sort Shah, Palak
collection PubMed
description OBJECTIVES: The heterogeneity of sepsis makes it difficult to predict outcomes using existing severity of illness tools. The vasoactive-inotrope score (VIS) is a quantitative measure of the amount of vasoactive support required by patients. We sought to determine if a higher aggregate VIS over the first 96 h of vasoactive medication initiation is associated with increased resource utilization and worsened clinical outcomes in pediatric patients with severe sepsis. DESIGN: Retrospective cohort study. SETTING: Single-center at Children's Wisconsin in Milwaukee, WI. PATIENTS: One hundred ninety-nine pediatric patients, age less than 18 years old, diagnosed with severe sepsis, receiving vasoactive medications between January 2017 and July 2019. INTERVENTIONS: Retrospective data obtained from the electronic medical record, calculating VIS at 2 h intervals from 0–12 h and at 4 h intervals from 12–96 h from Time 0. MEASUREMENTS: Aggregate VIS derived from the hourly VIS area under the curve (AUC) calculation based on the trapezoidal rule. Data were analyzed using Pearson's correlations, Mann-Whitney test, Wilcoxon signed rank test, and classification, and regression tree (CART) analyses. MAIN RESULTS: Higher aggregate VIS is associated with longer hospital LOS (p < 0.0001), PICU LOS (p < 0.0001), MV days (p = 0.018), increased in-hospital mortality (p < 0.0001), in-hospital cardiac arrest (p = 0.006), need for ECMO (p < 0.0001), and need for CRRT (p < 0.0001). CART analyses found that aggregate VIS >20 is an independent predictor for in-hospital mortality (p < 0.0001) and aggregate VIS >16 for ECMO use (p < 0.0001). CONCLUSIONS: There is a statistically significant association between aggregate VIS and many clinical outcomes, allowing clinicians to utilize aggregate VIS as a physiologic indicator to more accurately predict disease severity/trajectory in pediatric sepsis.
format Online
Article
Text
id pubmed-8931266
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-89312662022-03-19 Using Aggregate Vasoactive-Inotrope Scores to Predict Clinical Outcomes in Pediatric Sepsis Shah, Palak Petersen, Tara L. Zhang, Liyun Yan, Ke Thompson, Nathan E. Front Pediatr Pediatrics OBJECTIVES: The heterogeneity of sepsis makes it difficult to predict outcomes using existing severity of illness tools. The vasoactive-inotrope score (VIS) is a quantitative measure of the amount of vasoactive support required by patients. We sought to determine if a higher aggregate VIS over the first 96 h of vasoactive medication initiation is associated with increased resource utilization and worsened clinical outcomes in pediatric patients with severe sepsis. DESIGN: Retrospective cohort study. SETTING: Single-center at Children's Wisconsin in Milwaukee, WI. PATIENTS: One hundred ninety-nine pediatric patients, age less than 18 years old, diagnosed with severe sepsis, receiving vasoactive medications between January 2017 and July 2019. INTERVENTIONS: Retrospective data obtained from the electronic medical record, calculating VIS at 2 h intervals from 0–12 h and at 4 h intervals from 12–96 h from Time 0. MEASUREMENTS: Aggregate VIS derived from the hourly VIS area under the curve (AUC) calculation based on the trapezoidal rule. Data were analyzed using Pearson's correlations, Mann-Whitney test, Wilcoxon signed rank test, and classification, and regression tree (CART) analyses. MAIN RESULTS: Higher aggregate VIS is associated with longer hospital LOS (p < 0.0001), PICU LOS (p < 0.0001), MV days (p = 0.018), increased in-hospital mortality (p < 0.0001), in-hospital cardiac arrest (p = 0.006), need for ECMO (p < 0.0001), and need for CRRT (p < 0.0001). CART analyses found that aggregate VIS >20 is an independent predictor for in-hospital mortality (p < 0.0001) and aggregate VIS >16 for ECMO use (p < 0.0001). CONCLUSIONS: There is a statistically significant association between aggregate VIS and many clinical outcomes, allowing clinicians to utilize aggregate VIS as a physiologic indicator to more accurately predict disease severity/trajectory in pediatric sepsis. Frontiers Media S.A. 2022-03-04 /pmc/articles/PMC8931266/ /pubmed/35311061 http://dx.doi.org/10.3389/fped.2022.778378 Text en Copyright © 2022 Shah, Petersen, Zhang, Yan and Thompson. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Pediatrics
Shah, Palak
Petersen, Tara L.
Zhang, Liyun
Yan, Ke
Thompson, Nathan E.
Using Aggregate Vasoactive-Inotrope Scores to Predict Clinical Outcomes in Pediatric Sepsis
title Using Aggregate Vasoactive-Inotrope Scores to Predict Clinical Outcomes in Pediatric Sepsis
title_full Using Aggregate Vasoactive-Inotrope Scores to Predict Clinical Outcomes in Pediatric Sepsis
title_fullStr Using Aggregate Vasoactive-Inotrope Scores to Predict Clinical Outcomes in Pediatric Sepsis
title_full_unstemmed Using Aggregate Vasoactive-Inotrope Scores to Predict Clinical Outcomes in Pediatric Sepsis
title_short Using Aggregate Vasoactive-Inotrope Scores to Predict Clinical Outcomes in Pediatric Sepsis
title_sort using aggregate vasoactive-inotrope scores to predict clinical outcomes in pediatric sepsis
topic Pediatrics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8931266/
https://www.ncbi.nlm.nih.gov/pubmed/35311061
http://dx.doi.org/10.3389/fped.2022.778378
work_keys_str_mv AT shahpalak usingaggregatevasoactiveinotropescorestopredictclinicaloutcomesinpediatricsepsis
AT petersentaral usingaggregatevasoactiveinotropescorestopredictclinicaloutcomesinpediatricsepsis
AT zhangliyun usingaggregatevasoactiveinotropescorestopredictclinicaloutcomesinpediatricsepsis
AT yanke usingaggregatevasoactiveinotropescorestopredictclinicaloutcomesinpediatricsepsis
AT thompsonnathane usingaggregatevasoactiveinotropescorestopredictclinicaloutcomesinpediatricsepsis