Dataset Information

Comparison of a modified Sequential Organ Failure Assessment Score using RASS and FOUR.

ABSTRACT: OBJECTIVE:ICU severity scores such as the Sequential Organ Failure Assessment (SOFA) determine neurologic dysfunction based on the Glasgow Coma Scale, a tool that may be limited in a critically ill population. It remains unknown whether alternative methods to assess for neurologic dysfunction, such as FOUR and RASS, are superior. This study aimed to determine the predictive performance of a modified SOFA tool in a large Brazilian ICU cohort. DESIGN:Prospective cohort single center study. SETTING:Mixed surgical and medical ICU in Salvador, Bahia, Brazil between August 2015 and December 2018. PATIENTS:All acutely ill ICU admissions, other than postoperative patients or those with insufficient data, were eligible for study inclusion. MEASUREMENTS AND MAIN RESULTS:2147 patients were admitted to the ICU, of which 999 meeting inclusion criteria were included in the final analysis with a median age of 72 years (IQR 58-83) and a female predominance 545 (54%). The SOFA score using GCS, RASS and FOUR for the neurologic component performed marginally in the ability to predict general ICU mortality (SOFAGCS AUC 0.74 vs SOFARASS AUC 0.71 and SOFAFOUR AUC 0.67), with SOFAFOUR performing significantly lower compared to either SOFARASS and SOFAGCS (p<0.04, p<0.004 respectively). All three scores demonstrated decreased discriminate function in the mechanically ventilated population (SOFAGCS AUC 0.70 vs SOFARASS AUC 0.70 and SOFAFOUR AUC 0.55), though SOFAFOUR remained significantly worse when compared to SOFAGCS or SOFARASS (p = 0.034, p = 0.014, respectively).. Furthermore, performance was poor in a subset of patients with sepsis (n = 145) at time of admission (SOFAGCS AUC 0.66 vs SOFARASS AUC 0.55 and SOFAFOUR AUC 0.56). CONCLUSION:Modification of the neurologic component in the SOFA score does not appear to improve mortality prediction in the ICU.

SUBMITTER: Telles GP

PROVIDER: S-EPMC7034824 | biostudies-literature | 2020

REPOSITORIES: biostudies-literature

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Comparison of a modified Sequential Organ Failure Assessment Score using RASS and FOUR.

Telles Gabriel Piñeiro GP Ferreira Isabella Bonifácio Brige IBB Carvalho de Menezes Rodrigo R do Carmo Thomas Azevedo TA David Pugas Paula Lins PL Marback Lara Freitas LF Arriaga Maria B MB Fukutani Kiyoshi F KF Neto Licurgo Pamplona LP Agareno Sydney S Akrami Kevan M KM Filgueiras Filho Nivaldo Menezes NM Andrade Bruno B BB

PloS one 20200221 2

<h4>Objective</h4>ICU severity scores such as the Sequential Organ Failure Assessment (SOFA) determine neurologic dysfunction based on the Glasgow Coma Scale, a tool that may be limited in a critically ill population. It remains unknown whether alternative methods to assess for neurologic dysfunction, such as FOUR and RASS, are superior. This study aimed to determine the predictive performance of a modified SOFA tool in a large Brazilian ICU cohort.<h4>Design</h4>Prospective cohort single center ...[more]

PMID: 32084199

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Project description:The Sequential Organ Failure Assessment and other severity of illness scales rely on the Glasgow Coma Scale to measure acute neurologic dysfunction, but the Glasgow Coma Scale is unavailable or inconsistently applied in some institutions. The objective of this study was to assess the validity of a modified Sequential Organ Failure Assessment that uses the Richmond Agitation-Sedation Scale instead of Glasgow Coma Scale.Prospective cohort study.Medical and surgical ICUs within a large, tertiary care hospital.Critically ill medical/surgical ICU patients.We calculated daily Sequential Organ Failure Assessment scores by using electronic medical record-derived data. By using bedside nurse-recorded Glasgow Coma Scale and Richmond Agitation-Sedation Scale measures, we calculated neurologic Sequential Organ Failure Assessment scores using the original Glasgow Coma Scale-based approach and a novel Richmond Agitation-Sedation Scale-based approach, converting the 10-point Richmond Agitation-Sedation Scale to a 4-point neurologic Sequential Organ Failure Assessment score. We assessed construct validity of Richmond Agitation-Sedation Scale-based Sequential Organ Failure Assessment by analyzing correlations with established severity of illness constructs (Acute Physiology and Chronic Health Evaluation II and Glasgow Coma Scale-based Sequential Organ Failure Assessment) and predictive validity by using logistic regression to determine whether Richmond Agitation-Sedation Scale-based Sequential Organ Failure Assessment predicts ICU, hospital, and 1-year mortality. We assessed discriminative performance with c-statistics.Among 513 patients (5,199 patient-days), Richmond Agitation-Sedation Scale-based Sequential Organ Failure Assessment was strongly correlated with Acute Physiology and Chronic Health Evaluation II acute physiology score at enrollment (r = 0.583; 95% CI, 0.518-0.642) and daily Glasgow Coma Scale-based Sequential Organ Failure Assessment scores (r = 0.963; 95% CI, 0.956-0.968). Mean Richmond Agitation-Sedation Scale-based Sequential Organ Failure Assessment scores predicted ICU mortality (areas under the curve = 0.814)-as did mean Glasgow Coma Scale-based Sequential Organ Failure Assessment (0.799)-as well as hospital and 1-year mortality. Admission Sequential Organ Failure Assessment scores, whether using Richmond Agitation-Sedation Scale or Glasgow Coma Scale, were less accurate predictors of mortality; areas under the curves for ICU mortality for Richmond Agitation-Sedation Scale-based and Glasgow Coma Scale-based Sequential Organ Failure Assessment, for example, were 0.622 and 0.608, respectively.A modified Sequential Organ Failure Assessment score that uses bedside Richmond Agitation-Sedation Scale when Glasgow Coma Scale data are not available is a valid means of assessing daily severity of illness in the ICU and may be valuable for risk-adjustment and benchmarking purposes.

Dataset Information

Comparison of a modified Sequential Organ Failure Assessment Score using RASS and FOUR.

Publications

Comparison of a modified Sequential Organ Failure Assessment Score using RASS and FOUR.

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