Cargando…

Sustained Return of Spontaneous Circulation Following Out-of-Hospital Cardiac Arrest; Developing a Predictive Model Based on Multivariate Analysis

INTRODUCTION: Identifying the predictive factors of sustained return of spontaneous circulation (ROSC) following out-of-hospital cardiac arrest (OHCA) will be helpful in management of these patients. This study aimed to develop a predictive model in this regard. METHODS: In a retrospective observati...

Descripción completa

Detalles Bibliográficos
Autores principales: Huabbangyang, Thongpitak, Silakoon, Agasak, Papukdee, Pramote, Klaiangthong, Rossakorn, Thongpean, Chaleamlap, Pralomcharoensuk, Wannakorn, Khaokaen, Weerawan, Bumrongchai, Sunisa, Chaisorn, Ratree, Saumok, Chomkamol
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Shahid Beheshti University of Medical Sciences 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10197907/
https://www.ncbi.nlm.nih.gov/pubmed/37215240
http://dx.doi.org/10.22037/aaem.v11i1.2012
_version_ 1785044640099991552
author Huabbangyang, Thongpitak
Silakoon, Agasak
Papukdee, Pramote
Klaiangthong, Rossakorn
Thongpean, Chaleamlap
Pralomcharoensuk, Wannakorn
Khaokaen, Weerawan
Bumrongchai, Sunisa
Chaisorn, Ratree
Saumok, Chomkamol
author_facet Huabbangyang, Thongpitak
Silakoon, Agasak
Papukdee, Pramote
Klaiangthong, Rossakorn
Thongpean, Chaleamlap
Pralomcharoensuk, Wannakorn
Khaokaen, Weerawan
Bumrongchai, Sunisa
Chaisorn, Ratree
Saumok, Chomkamol
author_sort Huabbangyang, Thongpitak
collection PubMed
description INTRODUCTION: Identifying the predictive factors of sustained return of spontaneous circulation (ROSC) following out-of-hospital cardiac arrest (OHCA) will be helpful in management of these patients. This study aimed to develop a predictive model in this regard. METHODS: In a retrospective observational study, data of adult patients with OHCA, were collected from Vajira emergency medical services patient care report. Multiple logistic regression analysis with a regression coefficient was used to develop a predictive score for a sustained ROSC at the scene. Area under the receiver operating characteristic (ROC) curve (AUC) was used to validate the accuracy of the predictive score for a sustained ROSC. RESULTS: Independent factors associated with a sustained ROSC included cardiopulmonary resuscitation (CPR) duration < 30 min (adjusted odds ratio (AOR)= 5.05, 95% confidence interval (CI): 3.34–7.65; p < 0.001); advanced airway management with an endotracheal tube (AOR= 3.06, 95% CI: 1.77–5.31; p < 0.001); advanced airway management with laryngeal mask airway (AOR= 3.42, 95% CI: 1.02–11.46; p = 0.046); defibrillation (AOR = 2.05, 95% CI: 1.31–3.2; p = 0.002); Capillary blood glucose (CBG) level < 150 mg% (AOR= 1.95, 95% CI: 1.05–3.65; p = 0.035); CBG at least 150 mg% (AOR= 2.87, 95% CI: 1.56–5.29; p = 0.001); pupil reflex (AOR = 2.96, 95% CI: 1.1–7.96; p = 0.032); and response time at most 8 min (AOR= 1.66, 95% CI: 1.07–2.57; p = 0.023). These were developed into the pupil reflex, response time, advanced airway management, defibrillation, CBG, and CPR duration (PRAD-CCPR) score. The most accurate cutoff point of score using Youden’s index was ≥ 6 with AUC of 0.759 (95% CI: 0.715–0.802; p < 0.001), sensitivity of 62.0% (95% CI: 51.2–71.9%), specificity of 75.7% (95% CI: 69.4–81.2%), positive predictive value of 51.8% (95% CI: 40.9–62.3%), and negative predictive value of 79.5% (95% CI: 73.5–84.6%). CONCLUSION: An optimal PRAD-CCPR score of ≥ 6 provides an acceptable accuracy of 0.759 with sensitivity of 62.0% and specificity of 75.7% in prediction of sustained ROSC following OHCA. This predictive score might help CPR commanders to prognosticate the outcome of patients with OHCA at the scene.
format Online
Article
Text
id pubmed-10197907
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Shahid Beheshti University of Medical Sciences
record_format MEDLINE/PubMed
spelling pubmed-101979072023-05-20 Sustained Return of Spontaneous Circulation Following Out-of-Hospital Cardiac Arrest; Developing a Predictive Model Based on Multivariate Analysis Huabbangyang, Thongpitak Silakoon, Agasak Papukdee, Pramote Klaiangthong, Rossakorn Thongpean, Chaleamlap Pralomcharoensuk, Wannakorn Khaokaen, Weerawan Bumrongchai, Sunisa Chaisorn, Ratree Saumok, Chomkamol Arch Acad Emerg Med Original Article INTRODUCTION: Identifying the predictive factors of sustained return of spontaneous circulation (ROSC) following out-of-hospital cardiac arrest (OHCA) will be helpful in management of these patients. This study aimed to develop a predictive model in this regard. METHODS: In a retrospective observational study, data of adult patients with OHCA, were collected from Vajira emergency medical services patient care report. Multiple logistic regression analysis with a regression coefficient was used to develop a predictive score for a sustained ROSC at the scene. Area under the receiver operating characteristic (ROC) curve (AUC) was used to validate the accuracy of the predictive score for a sustained ROSC. RESULTS: Independent factors associated with a sustained ROSC included cardiopulmonary resuscitation (CPR) duration < 30 min (adjusted odds ratio (AOR)= 5.05, 95% confidence interval (CI): 3.34–7.65; p < 0.001); advanced airway management with an endotracheal tube (AOR= 3.06, 95% CI: 1.77–5.31; p < 0.001); advanced airway management with laryngeal mask airway (AOR= 3.42, 95% CI: 1.02–11.46; p = 0.046); defibrillation (AOR = 2.05, 95% CI: 1.31–3.2; p = 0.002); Capillary blood glucose (CBG) level < 150 mg% (AOR= 1.95, 95% CI: 1.05–3.65; p = 0.035); CBG at least 150 mg% (AOR= 2.87, 95% CI: 1.56–5.29; p = 0.001); pupil reflex (AOR = 2.96, 95% CI: 1.1–7.96; p = 0.032); and response time at most 8 min (AOR= 1.66, 95% CI: 1.07–2.57; p = 0.023). These were developed into the pupil reflex, response time, advanced airway management, defibrillation, CBG, and CPR duration (PRAD-CCPR) score. The most accurate cutoff point of score using Youden’s index was ≥ 6 with AUC of 0.759 (95% CI: 0.715–0.802; p < 0.001), sensitivity of 62.0% (95% CI: 51.2–71.9%), specificity of 75.7% (95% CI: 69.4–81.2%), positive predictive value of 51.8% (95% CI: 40.9–62.3%), and negative predictive value of 79.5% (95% CI: 73.5–84.6%). CONCLUSION: An optimal PRAD-CCPR score of ≥ 6 provides an acceptable accuracy of 0.759 with sensitivity of 62.0% and specificity of 75.7% in prediction of sustained ROSC following OHCA. This predictive score might help CPR commanders to prognosticate the outcome of patients with OHCA at the scene. Shahid Beheshti University of Medical Sciences 2023-04-27 /pmc/articles/PMC10197907/ /pubmed/37215240 http://dx.doi.org/10.22037/aaem.v11i1.2012 Text en https://creativecommons.org/licenses/by-nc/3.0/This open-access article distributed under the terms of the Creative Commons Attribution NonCommercial 3.0 License (CC BY-NC 3.0). (https://creativecommons.org/licenses/by-nc/3.0/)
spellingShingle Original Article
Huabbangyang, Thongpitak
Silakoon, Agasak
Papukdee, Pramote
Klaiangthong, Rossakorn
Thongpean, Chaleamlap
Pralomcharoensuk, Wannakorn
Khaokaen, Weerawan
Bumrongchai, Sunisa
Chaisorn, Ratree
Saumok, Chomkamol
Sustained Return of Spontaneous Circulation Following Out-of-Hospital Cardiac Arrest; Developing a Predictive Model Based on Multivariate Analysis
title Sustained Return of Spontaneous Circulation Following Out-of-Hospital Cardiac Arrest; Developing a Predictive Model Based on Multivariate Analysis
title_full Sustained Return of Spontaneous Circulation Following Out-of-Hospital Cardiac Arrest; Developing a Predictive Model Based on Multivariate Analysis
title_fullStr Sustained Return of Spontaneous Circulation Following Out-of-Hospital Cardiac Arrest; Developing a Predictive Model Based on Multivariate Analysis
title_full_unstemmed Sustained Return of Spontaneous Circulation Following Out-of-Hospital Cardiac Arrest; Developing a Predictive Model Based on Multivariate Analysis
title_short Sustained Return of Spontaneous Circulation Following Out-of-Hospital Cardiac Arrest; Developing a Predictive Model Based on Multivariate Analysis
title_sort sustained return of spontaneous circulation following out-of-hospital cardiac arrest; developing a predictive model based on multivariate analysis
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10197907/
https://www.ncbi.nlm.nih.gov/pubmed/37215240
http://dx.doi.org/10.22037/aaem.v11i1.2012
work_keys_str_mv AT huabbangyangthongpitak sustainedreturnofspontaneouscirculationfollowingoutofhospitalcardiacarrestdevelopingapredictivemodelbasedonmultivariateanalysis
AT silakoonagasak sustainedreturnofspontaneouscirculationfollowingoutofhospitalcardiacarrestdevelopingapredictivemodelbasedonmultivariateanalysis
AT papukdeepramote sustainedreturnofspontaneouscirculationfollowingoutofhospitalcardiacarrestdevelopingapredictivemodelbasedonmultivariateanalysis
AT klaiangthongrossakorn sustainedreturnofspontaneouscirculationfollowingoutofhospitalcardiacarrestdevelopingapredictivemodelbasedonmultivariateanalysis
AT thongpeanchaleamlap sustainedreturnofspontaneouscirculationfollowingoutofhospitalcardiacarrestdevelopingapredictivemodelbasedonmultivariateanalysis
AT pralomcharoensukwannakorn sustainedreturnofspontaneouscirculationfollowingoutofhospitalcardiacarrestdevelopingapredictivemodelbasedonmultivariateanalysis
AT khaokaenweerawan sustainedreturnofspontaneouscirculationfollowingoutofhospitalcardiacarrestdevelopingapredictivemodelbasedonmultivariateanalysis
AT bumrongchaisunisa sustainedreturnofspontaneouscirculationfollowingoutofhospitalcardiacarrestdevelopingapredictivemodelbasedonmultivariateanalysis
AT chaisornratree sustainedreturnofspontaneouscirculationfollowingoutofhospitalcardiacarrestdevelopingapredictivemodelbasedonmultivariateanalysis
AT saumokchomkamol sustainedreturnofspontaneouscirculationfollowingoutofhospitalcardiacarrestdevelopingapredictivemodelbasedonmultivariateanalysis