Delta Shock Index During Emergency Department Stay Is Associated With in Hospital Mortality in Critically Ill Patients

Background: Delta shock index (SI; i.e., change in SI over time) has been shown to predict mortality and need for surgical intervention among trauma patients at the emergency department (ED). However, the usefulness of delta SI for prognosis assessment in non-traumatic critically ill patients at the...

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Main Authors: Yi-Syun Huang, I-Min Chiu, Ming-Ta Tsai, Chun-Fu Lin, Chien-Fu Lin
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-04-01
Series:Frontiers in Medicine
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2021.648375/full
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spelling doaj-131095995a1b4f448e7eb4a2fc5a89c62021-04-22T05:06:15ZengFrontiers Media S.A.Frontiers in Medicine2296-858X2021-04-01810.3389/fmed.2021.648375648375Delta Shock Index During Emergency Department Stay Is Associated With in Hospital Mortality in Critically Ill PatientsYi-Syun Huang0I-Min Chiu1I-Min Chiu2Ming-Ta Tsai3Chun-Fu Lin4Chien-Fu Lin5Department of Emergency Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, TaiwanDepartment of Emergency Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, TaiwanDepartment of Computer Science and Engineering, National Sun Yet-sen University, Kaohsiung, TaiwanDepartment of Emergency Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, TaiwanDepartment of Emergency Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, TaiwanDepartment of Emergency Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, TaiwanBackground: Delta shock index (SI; i.e., change in SI over time) has been shown to predict mortality and need for surgical intervention among trauma patients at the emergency department (ED). However, the usefulness of delta SI for prognosis assessment in non-traumatic critically ill patients at the ED remains unknown. The aim of this study was to analyze the association between delta SI during ED management and in-hospital outcomes in patients admitted to the intensive care unit (ICU).Method: This was a retrospective study conducted in two tertiary medical centers in Taiwan from January 1, 2016, to December 31, 2017. All adult non-traumatic patients who visited the ED and who were subsequently admitted to the ICU were included. We calculated delta SI by subtracting SI at ICU admission from SI at ED triage, and we analyzed its association with in-hospital outcomes. SI was defined as the ratio of heart rate to systolic blood pressure (SBP). The primary outcome was in-hospital mortality, and the secondary outcomes were hospital length of stay (HLOS) and early mortality. Early mortality was defined as mortality within 48 h of ICU admission.Result: During the study period, 11,268 patients met the criteria and were included. Their mean age was 64.5 ± 15.9 years old. Overall, 5,830 (51.6%) patients had positive delta SI. Factors associated with a positive delta SI were multiple comorbidities (51.2% vs. 46.3%, p < 0.001) and high Simplified Acute Physiology Score [39 (29–51) vs. 37 (28–47), p < 0.001). Patients with positive delta SI were more likely to have tachycardia, hypotension, and higher SI at ICU admission. In the regression analysis, high delta SI was associated with in-hospital mortality [aOR (95% CI): 1.21 (1.03–1.42)] and early mortality [aOR (95% CI): 1.26 (1.07–1.48)], but not for HLOS [difference (95% CI): 0.34 (−0.48 to 1.17)]. In the subgroup analysis, high delta SI had higher odds ratios for both mortality and early mortality in elderly [aOR (95% CI): 1.59 (1.11–2.29)] and septic patients [aOR (95% CI): 1.54 (1.13–2.11)]. It also showed a higher odds ratio for early mortality in patients with triage SBP <100 mmHg [aOR (95% CI): 2.14 (1.21–3.77)] and patients with triage SI ≥ 0.9 [aOR (95% CI): 1.62 (1.01–2.60)].Conclusion: High delta SI during ED stay is correlated with in-hospital mortality and early mortality in patients admitted to the ICU via ED. Prompt resuscitation should be performed, especially for those with old age, sepsis, triage SBP <100 mmHg, or triage SI ≥ 0.9.https://www.frontiersin.org/articles/10.3389/fmed.2021.648375/fulldelta shock indexemergency departmentmortalitycritical illintensive care unit
collection DOAJ
language English
format Article
sources DOAJ
author Yi-Syun Huang
I-Min Chiu
I-Min Chiu
Ming-Ta Tsai
Chun-Fu Lin
Chien-Fu Lin
spellingShingle Yi-Syun Huang
I-Min Chiu
I-Min Chiu
Ming-Ta Tsai
Chun-Fu Lin
Chien-Fu Lin
Delta Shock Index During Emergency Department Stay Is Associated With in Hospital Mortality in Critically Ill Patients
Frontiers in Medicine
delta shock index
emergency department
mortality
critical ill
intensive care unit
author_facet Yi-Syun Huang
I-Min Chiu
I-Min Chiu
Ming-Ta Tsai
Chun-Fu Lin
Chien-Fu Lin
author_sort Yi-Syun Huang
title Delta Shock Index During Emergency Department Stay Is Associated With in Hospital Mortality in Critically Ill Patients
title_short Delta Shock Index During Emergency Department Stay Is Associated With in Hospital Mortality in Critically Ill Patients
title_full Delta Shock Index During Emergency Department Stay Is Associated With in Hospital Mortality in Critically Ill Patients
title_fullStr Delta Shock Index During Emergency Department Stay Is Associated With in Hospital Mortality in Critically Ill Patients
title_full_unstemmed Delta Shock Index During Emergency Department Stay Is Associated With in Hospital Mortality in Critically Ill Patients
title_sort delta shock index during emergency department stay is associated with in hospital mortality in critically ill patients
publisher Frontiers Media S.A.
series Frontiers in Medicine
issn 2296-858X
publishDate 2021-04-01
description Background: Delta shock index (SI; i.e., change in SI over time) has been shown to predict mortality and need for surgical intervention among trauma patients at the emergency department (ED). However, the usefulness of delta SI for prognosis assessment in non-traumatic critically ill patients at the ED remains unknown. The aim of this study was to analyze the association between delta SI during ED management and in-hospital outcomes in patients admitted to the intensive care unit (ICU).Method: This was a retrospective study conducted in two tertiary medical centers in Taiwan from January 1, 2016, to December 31, 2017. All adult non-traumatic patients who visited the ED and who were subsequently admitted to the ICU were included. We calculated delta SI by subtracting SI at ICU admission from SI at ED triage, and we analyzed its association with in-hospital outcomes. SI was defined as the ratio of heart rate to systolic blood pressure (SBP). The primary outcome was in-hospital mortality, and the secondary outcomes were hospital length of stay (HLOS) and early mortality. Early mortality was defined as mortality within 48 h of ICU admission.Result: During the study period, 11,268 patients met the criteria and were included. Their mean age was 64.5 ± 15.9 years old. Overall, 5,830 (51.6%) patients had positive delta SI. Factors associated with a positive delta SI were multiple comorbidities (51.2% vs. 46.3%, p < 0.001) and high Simplified Acute Physiology Score [39 (29–51) vs. 37 (28–47), p < 0.001). Patients with positive delta SI were more likely to have tachycardia, hypotension, and higher SI at ICU admission. In the regression analysis, high delta SI was associated with in-hospital mortality [aOR (95% CI): 1.21 (1.03–1.42)] and early mortality [aOR (95% CI): 1.26 (1.07–1.48)], but not for HLOS [difference (95% CI): 0.34 (−0.48 to 1.17)]. In the subgroup analysis, high delta SI had higher odds ratios for both mortality and early mortality in elderly [aOR (95% CI): 1.59 (1.11–2.29)] and septic patients [aOR (95% CI): 1.54 (1.13–2.11)]. It also showed a higher odds ratio for early mortality in patients with triage SBP <100 mmHg [aOR (95% CI): 2.14 (1.21–3.77)] and patients with triage SI ≥ 0.9 [aOR (95% CI): 1.62 (1.01–2.60)].Conclusion: High delta SI during ED stay is correlated with in-hospital mortality and early mortality in patients admitted to the ICU via ED. Prompt resuscitation should be performed, especially for those with old age, sepsis, triage SBP <100 mmHg, or triage SI ≥ 0.9.
topic delta shock index
emergency department
mortality
critical ill
intensive care unit
url https://www.frontiersin.org/articles/10.3389/fmed.2021.648375/full
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