Association of Prehospital Oxygen Saturation to Inspired Oxygen Ratio with 1-, 2-, and 7-Day Mortality
- Autores
- Martín Rodríguez, Francisco; López Izquierdo, Raúl; Del Pozo Vegas, Carlos; Delgado Benito, Juan F.; Ortega, Guillermo José; Castro Villamor, Miguel A.; Sanz García, Ancor
- Año de publicación
- 2021
- Idioma
- inglés
- Tipo de recurso
- artículo
- Estado
- versión publicada
- Descripción
- Importance: The early identification of patients at high risk of clinical deterioration represents one of the greatest challenges for emergency medical services (EMS). Objective: To assess whether use of the ratio of prehospital oxygen saturation measured by pulse oximetry (Spo2) to fraction of inspired oxygen (Fio2) measured during initial contact by EMS with the patient (ie, the first Spo2to Fio2ratio) and 5 minutes before the patient's arrival at the hospital (ie, the second Spo2to Fio2ratio) can predict the risk of early in-hospital deterioration. Design, Setting, and Participants: A prospective, derivation-validation prognostic cohort study of 3606 adults with acute diseases referred to 5 tertiary care hospitals in Spain was conducted between October 26, 2018, and June 30, 2020. Eligible patients were recruited from among all telephone requests for EMS assistance for adults who were later evacuated with priority in advanced life support units to the referral hospitals during the study period. Main Outcomes and Measures: The primary outcome was hospital mortality from any cause within the first, second, third, or seventh day after EMS transport to the hospital. The main measure was the Spo2to Fio2ratio. Results: A total of 3606 participants comprised 2 separate cohorts: the derivation cohort (3081 patients) and the validation cohort (525 patients). The median age was 69 years (interquartile range, 54-81 years), and 2122 patients (58.8%) were men. The overall mortality rate of the patients in the study cohort ranged from 3.6% for 1-day mortality (131 patients) to 7.1% for 7-day mortality (256 patients). The best model performance was for 2-day mortality with the second Spo2to Fio2ratio with an area under the curve of 0.890 (95% CI, 0.829-0.950; P <001), although the other outcomes also presented good results. In addition, a risk-stratification model was generated. The optimal cutoff resulted in the following ranges of Spo2to Fio2ratios: 50 to 100 for high risk of mortality, 101 to 426 for intermediate risk, and 427 to 476 for low risk. Conclusions and Relevance: This study suggests that use of the prehospital Spo2to Fio2ratio was associated with improved management of patients with acute disease because it accurately predicts short-term mortality.
Fil: Martín Rodríguez, Francisco. Universidad de Valladolid; España. Servicio de Urgencias Médicas; España
Fil: López Izquierdo, Raúl. Universidad de Valladolid; España. Hospital Universitario Rio Hortega; España
Fil: Del Pozo Vegas, Carlos. Universidad de Valladolid; España. Hospital Clínico Universitario de Valladolid; España
Fil: Delgado Benito, Juan F.. Servicio de Urgencias Médicas; España
Fil: Ortega, Guillermo José. Universidad Autonoma de Madrid. Hospital Universitario de la Princesa; España. Universidad Nacional de Quilmes. Departamento de Ciencia y Tecnología; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Castro Villamor, Miguel A.. Universidad de Valladolid; España
Fil: Sanz García, Ancor. Universidad Autonoma de Madrid. Hospital Universitario de la Princesa; España - Materia
-
Spo2
Fio2 - Nivel de accesibilidad
- acceso abierto
- Condiciones de uso
- https://creativecommons.org/licenses/by/2.5/ar/
- Repositorio
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/164647
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Association of Prehospital Oxygen Saturation to Inspired Oxygen Ratio with 1-, 2-, and 7-Day MortalityMartín Rodríguez, FranciscoLópez Izquierdo, RaúlDel Pozo Vegas, CarlosDelgado Benito, Juan F.Ortega, Guillermo JoséCastro Villamor, Miguel A.Sanz García, AncorSpo2Fio2https://purl.org/becyt/ford/3.2https://purl.org/becyt/ford/3Importance: The early identification of patients at high risk of clinical deterioration represents one of the greatest challenges for emergency medical services (EMS). Objective: To assess whether use of the ratio of prehospital oxygen saturation measured by pulse oximetry (Spo2) to fraction of inspired oxygen (Fio2) measured during initial contact by EMS with the patient (ie, the first Spo2to Fio2ratio) and 5 minutes before the patient's arrival at the hospital (ie, the second Spo2to Fio2ratio) can predict the risk of early in-hospital deterioration. Design, Setting, and Participants: A prospective, derivation-validation prognostic cohort study of 3606 adults with acute diseases referred to 5 tertiary care hospitals in Spain was conducted between October 26, 2018, and June 30, 2020. Eligible patients were recruited from among all telephone requests for EMS assistance for adults who were later evacuated with priority in advanced life support units to the referral hospitals during the study period. Main Outcomes and Measures: The primary outcome was hospital mortality from any cause within the first, second, third, or seventh day after EMS transport to the hospital. The main measure was the Spo2to Fio2ratio. Results: A total of 3606 participants comprised 2 separate cohorts: the derivation cohort (3081 patients) and the validation cohort (525 patients). The median age was 69 years (interquartile range, 54-81 years), and 2122 patients (58.8%) were men. The overall mortality rate of the patients in the study cohort ranged from 3.6% for 1-day mortality (131 patients) to 7.1% for 7-day mortality (256 patients). The best model performance was for 2-day mortality with the second Spo2to Fio2ratio with an area under the curve of 0.890 (95% CI, 0.829-0.950; P <001), although the other outcomes also presented good results. In addition, a risk-stratification model was generated. The optimal cutoff resulted in the following ranges of Spo2to Fio2ratios: 50 to 100 for high risk of mortality, 101 to 426 for intermediate risk, and 427 to 476 for low risk. Conclusions and Relevance: This study suggests that use of the prehospital Spo2to Fio2ratio was associated with improved management of patients with acute disease because it accurately predicts short-term mortality.Fil: Martín Rodríguez, Francisco. Universidad de Valladolid; España. Servicio de Urgencias Médicas; EspañaFil: López Izquierdo, Raúl. Universidad de Valladolid; España. Hospital Universitario Rio Hortega; EspañaFil: Del Pozo Vegas, Carlos. Universidad de Valladolid; España. Hospital Clínico Universitario de Valladolid; EspañaFil: Delgado Benito, Juan F.. Servicio de Urgencias Médicas; EspañaFil: Ortega, Guillermo José. Universidad Autonoma de Madrid. Hospital Universitario de la Princesa; España. Universidad Nacional de Quilmes. Departamento de Ciencia y Tecnología; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Castro Villamor, Miguel A.. Universidad de Valladolid; EspañaFil: Sanz García, Ancor. Universidad Autonoma de Madrid. Hospital Universitario de la Princesa; EspañaAmerican Medical Association2021-04info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/164647Martín Rodríguez, Francisco; López Izquierdo, Raúl; Del Pozo Vegas, Carlos; Delgado Benito, Juan F.; Ortega, Guillermo José; et al.; Association of Prehospital Oxygen Saturation to Inspired Oxygen Ratio with 1-, 2-, and 7-Day Mortality; American Medical Association; JAMA Network Open; 4; 4; 4-2021; 1-122574-38052574-3805CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2778520info:eu-repo/semantics/altIdentifier/doi/10.1001/jamanetworkopen.2021.5700info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-03T09:55:10Zoai:ri.conicet.gov.ar:11336/164647instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-03 09:55:10.934CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse |
dc.title.none.fl_str_mv |
Association of Prehospital Oxygen Saturation to Inspired Oxygen Ratio with 1-, 2-, and 7-Day Mortality |
title |
Association of Prehospital Oxygen Saturation to Inspired Oxygen Ratio with 1-, 2-, and 7-Day Mortality |
spellingShingle |
Association of Prehospital Oxygen Saturation to Inspired Oxygen Ratio with 1-, 2-, and 7-Day Mortality Martín Rodríguez, Francisco Spo2 Fio2 |
title_short |
Association of Prehospital Oxygen Saturation to Inspired Oxygen Ratio with 1-, 2-, and 7-Day Mortality |
title_full |
Association of Prehospital Oxygen Saturation to Inspired Oxygen Ratio with 1-, 2-, and 7-Day Mortality |
title_fullStr |
Association of Prehospital Oxygen Saturation to Inspired Oxygen Ratio with 1-, 2-, and 7-Day Mortality |
title_full_unstemmed |
Association of Prehospital Oxygen Saturation to Inspired Oxygen Ratio with 1-, 2-, and 7-Day Mortality |
title_sort |
Association of Prehospital Oxygen Saturation to Inspired Oxygen Ratio with 1-, 2-, and 7-Day Mortality |
dc.creator.none.fl_str_mv |
Martín Rodríguez, Francisco López Izquierdo, Raúl Del Pozo Vegas, Carlos Delgado Benito, Juan F. Ortega, Guillermo José Castro Villamor, Miguel A. Sanz García, Ancor |
author |
Martín Rodríguez, Francisco |
author_facet |
Martín Rodríguez, Francisco López Izquierdo, Raúl Del Pozo Vegas, Carlos Delgado Benito, Juan F. Ortega, Guillermo José Castro Villamor, Miguel A. Sanz García, Ancor |
author_role |
author |
author2 |
López Izquierdo, Raúl Del Pozo Vegas, Carlos Delgado Benito, Juan F. Ortega, Guillermo José Castro Villamor, Miguel A. Sanz García, Ancor |
author2_role |
author author author author author author |
dc.subject.none.fl_str_mv |
Spo2 Fio2 |
topic |
Spo2 Fio2 |
purl_subject.fl_str_mv |
https://purl.org/becyt/ford/3.2 https://purl.org/becyt/ford/3 |
dc.description.none.fl_txt_mv |
Importance: The early identification of patients at high risk of clinical deterioration represents one of the greatest challenges for emergency medical services (EMS). Objective: To assess whether use of the ratio of prehospital oxygen saturation measured by pulse oximetry (Spo2) to fraction of inspired oxygen (Fio2) measured during initial contact by EMS with the patient (ie, the first Spo2to Fio2ratio) and 5 minutes before the patient's arrival at the hospital (ie, the second Spo2to Fio2ratio) can predict the risk of early in-hospital deterioration. Design, Setting, and Participants: A prospective, derivation-validation prognostic cohort study of 3606 adults with acute diseases referred to 5 tertiary care hospitals in Spain was conducted between October 26, 2018, and June 30, 2020. Eligible patients were recruited from among all telephone requests for EMS assistance for adults who were later evacuated with priority in advanced life support units to the referral hospitals during the study period. Main Outcomes and Measures: The primary outcome was hospital mortality from any cause within the first, second, third, or seventh day after EMS transport to the hospital. The main measure was the Spo2to Fio2ratio. Results: A total of 3606 participants comprised 2 separate cohorts: the derivation cohort (3081 patients) and the validation cohort (525 patients). The median age was 69 years (interquartile range, 54-81 years), and 2122 patients (58.8%) were men. The overall mortality rate of the patients in the study cohort ranged from 3.6% for 1-day mortality (131 patients) to 7.1% for 7-day mortality (256 patients). The best model performance was for 2-day mortality with the second Spo2to Fio2ratio with an area under the curve of 0.890 (95% CI, 0.829-0.950; P <001), although the other outcomes also presented good results. In addition, a risk-stratification model was generated. The optimal cutoff resulted in the following ranges of Spo2to Fio2ratios: 50 to 100 for high risk of mortality, 101 to 426 for intermediate risk, and 427 to 476 for low risk. Conclusions and Relevance: This study suggests that use of the prehospital Spo2to Fio2ratio was associated with improved management of patients with acute disease because it accurately predicts short-term mortality. Fil: Martín Rodríguez, Francisco. Universidad de Valladolid; España. Servicio de Urgencias Médicas; España Fil: López Izquierdo, Raúl. Universidad de Valladolid; España. Hospital Universitario Rio Hortega; España Fil: Del Pozo Vegas, Carlos. Universidad de Valladolid; España. Hospital Clínico Universitario de Valladolid; España Fil: Delgado Benito, Juan F.. Servicio de Urgencias Médicas; España Fil: Ortega, Guillermo José. Universidad Autonoma de Madrid. Hospital Universitario de la Princesa; España. Universidad Nacional de Quilmes. Departamento de Ciencia y Tecnología; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina Fil: Castro Villamor, Miguel A.. Universidad de Valladolid; España Fil: Sanz García, Ancor. Universidad Autonoma de Madrid. Hospital Universitario de la Princesa; España |
description |
Importance: The early identification of patients at high risk of clinical deterioration represents one of the greatest challenges for emergency medical services (EMS). Objective: To assess whether use of the ratio of prehospital oxygen saturation measured by pulse oximetry (Spo2) to fraction of inspired oxygen (Fio2) measured during initial contact by EMS with the patient (ie, the first Spo2to Fio2ratio) and 5 minutes before the patient's arrival at the hospital (ie, the second Spo2to Fio2ratio) can predict the risk of early in-hospital deterioration. Design, Setting, and Participants: A prospective, derivation-validation prognostic cohort study of 3606 adults with acute diseases referred to 5 tertiary care hospitals in Spain was conducted between October 26, 2018, and June 30, 2020. Eligible patients were recruited from among all telephone requests for EMS assistance for adults who were later evacuated with priority in advanced life support units to the referral hospitals during the study period. Main Outcomes and Measures: The primary outcome was hospital mortality from any cause within the first, second, third, or seventh day after EMS transport to the hospital. The main measure was the Spo2to Fio2ratio. Results: A total of 3606 participants comprised 2 separate cohorts: the derivation cohort (3081 patients) and the validation cohort (525 patients). The median age was 69 years (interquartile range, 54-81 years), and 2122 patients (58.8%) were men. The overall mortality rate of the patients in the study cohort ranged from 3.6% for 1-day mortality (131 patients) to 7.1% for 7-day mortality (256 patients). The best model performance was for 2-day mortality with the second Spo2to Fio2ratio with an area under the curve of 0.890 (95% CI, 0.829-0.950; P <001), although the other outcomes also presented good results. In addition, a risk-stratification model was generated. The optimal cutoff resulted in the following ranges of Spo2to Fio2ratios: 50 to 100 for high risk of mortality, 101 to 426 for intermediate risk, and 427 to 476 for low risk. Conclusions and Relevance: This study suggests that use of the prehospital Spo2to Fio2ratio was associated with improved management of patients with acute disease because it accurately predicts short-term mortality. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021-04 |
dc.type.none.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion http://purl.org/coar/resource_type/c_6501 info:ar-repo/semantics/articulo |
format |
article |
status_str |
publishedVersion |
dc.identifier.none.fl_str_mv |
http://hdl.handle.net/11336/164647 Martín Rodríguez, Francisco; López Izquierdo, Raúl; Del Pozo Vegas, Carlos; Delgado Benito, Juan F.; Ortega, Guillermo José; et al.; Association of Prehospital Oxygen Saturation to Inspired Oxygen Ratio with 1-, 2-, and 7-Day Mortality; American Medical Association; JAMA Network Open; 4; 4; 4-2021; 1-12 2574-3805 2574-3805 CONICET Digital CONICET |
url |
http://hdl.handle.net/11336/164647 |
identifier_str_mv |
Martín Rodríguez, Francisco; López Izquierdo, Raúl; Del Pozo Vegas, Carlos; Delgado Benito, Juan F.; Ortega, Guillermo José; et al.; Association of Prehospital Oxygen Saturation to Inspired Oxygen Ratio with 1-, 2-, and 7-Day Mortality; American Medical Association; JAMA Network Open; 4; 4; 4-2021; 1-12 2574-3805 CONICET Digital CONICET |
dc.language.none.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
info:eu-repo/semantics/altIdentifier/url/https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2778520 info:eu-repo/semantics/altIdentifier/doi/10.1001/jamanetworkopen.2021.5700 |
dc.rights.none.fl_str_mv |
info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/2.5/ar/ |
eu_rights_str_mv |
openAccess |
rights_invalid_str_mv |
https://creativecommons.org/licenses/by/2.5/ar/ |
dc.format.none.fl_str_mv |
application/pdf application/pdf |
dc.publisher.none.fl_str_mv |
American Medical Association |
publisher.none.fl_str_mv |
American Medical Association |
dc.source.none.fl_str_mv |
reponame:CONICET Digital (CONICET) instname:Consejo Nacional de Investigaciones Científicas y Técnicas |
reponame_str |
CONICET Digital (CONICET) |
collection |
CONICET Digital (CONICET) |
instname_str |
Consejo Nacional de Investigaciones Científicas y Técnicas |
repository.name.fl_str_mv |
CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas |
repository.mail.fl_str_mv |
dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar |
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1842269328956719104 |
score |
13.13397 |