AI Article Synopsis

  • The study aimed to analyze how vasopressor initiation timing in sepsis patients in the Emergency Department (ED) aligns with usual care practices by validating a multivariable model.
  • Researchers reviewed the cases of 1,629 critically ill adult patients from a larger pool of 55,963, using six key health indicators to predict the need for vasopressors.
  • The model showed good predictive ability, with an area under the curve of 0.81 overall, indicating a median advance detection time of about 170.5 minutes for vasopressor necessity.

Article Abstract

Usual care regarding vasopressor (VP) initiation is ill-defined. We aimed to further validate a quantitative model for usual care in the Emergency Department (ED) regarding the timing of VP initiation in sepsis. We retrospectively studied a cohort of adult critically-ill ED patients who also received antibiotics in the ED. We applied a multivariable model previously developed from another patient cohort which distinguishes between time points at which patients were or were not subsequently started on a continuous VP infusion. The model has six independently significant predictors (respiratory rate, Glasgow Coma Scale score, systolic blood pressure, SpO, administered intravenous fluids, and elapsed time). The outcome was initiation of VP infusion, either within the ED or within 6 hours after leaving the ED. We applied the model to all time points, beginning when all model input parameters were first available for a given patient, and ending when either VP were first started, or the patient left the ED. Out of 55,963 adult ED patients during the two-year study interval, we identified 1,629 who met our inclusion criteria. The area under the receiver operating characteristic curve was 0.81 for all patients, and 0.72 for the subset with at least one hypotensive blood pressure measurement. At a model threshold with sensitivity and specificity 0.74 and 0.74, respectively, the median advance detection time was 170.5 minutes (IQR 53 - 363).

Download full-text PDF

Source
http://dx.doi.org/10.1109/EMBC44109.2020.9175793DOI Listing

Publication Analysis

Top Keywords

vasopressor initiation
8
emergency department
8
usual care
8
time points
8
blood pressure
8
model
7
patients
5
validation 'usual
4
'usual care'
4
care' model
4

Similar Publications

Rationale: Spontaneous retroperitoneal hematoma (SRH) is a rare but potentially fatal condition, often associated with anticoagulation therapy. With the global prevalence of COVID-19 and the widespread use of anticoagulants in its management, there is an increasing need to recognize rare but serious complications like SRH. This case report aims to emphasize the importance of early recognition and intervention of SRH in patients with COVID-19 undergoing anticoagulation therapy, to improve patient outcomes and reduce mortality.

View Article and Find Full Text PDF

This study aimed to characterize the profile of probable anaphylaxis cases treated at a private pediatric hospital emergency department in São Paulo. It investigated triggering factors, the presence of cofactors, treatments administered, and follow-up for these cases through interviews with the patients' families. A single-center cross-sectional study analyzed medical records of children and adolescents treated between 2016 and 2020.

View Article and Find Full Text PDF

Objective: The optimal timing of vasopressin initiation as an adjunctive vasopressor remains unclear. We aimed to study the association between the timing of vasopressin commencement, pre-specified physiological parameters, and hospital mortality.

Design: We conducted a multicentre, retrospective, observational study.

View Article and Find Full Text PDF

Myxoedema coma is a rare medical emergency, presenting even less commonly without sepsis and with the diagnosis of distributive shock. Reports of catecholamine-refractory shock are scarce. This report describes the case of a 54-year-old male, who presented to the emergency department with altered mental status.

View Article and Find Full Text PDF

[Revisiting the vasopressin V2 receptor].

Sheng Li Xue Bao

December 2024

Department of Physiology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China.

Arginine vasopressin (AVP) plays a crucial role in various physiological processes including water reabsorption, cardiovascular homeostasis, hormone secretion, and social behavior. AVP acts through three distinct receptor subtypes, i.e.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!