Juan F. Delgado Benito

Dr. Juan F. Delgado Benito

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Research Focus & Metrics

Academic Career Length

8Years (2019-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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18 April 2020 in Journal of Clinical Medicine
Verified
Journal Article
Open access
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FMFrancisco Martín-Rodríguez
Francisco Martín-Rodríguez
RLRaúl López-Izquierdo
Raúl López-Izquierdo
JBJuan F. Delgado Benito
Juan F. Delgado Benito
ASAncor Sanz-Garcia
Ancor Sanz-Garcia
CVCarlos Del Pozo Vegas
Carlos Del Pozo Vegas
GOGuillermo Ortega
Guillermo Ortega
The objective of this study was to assess whether the use of prehospital lactate (pLA) can increase the prognostic accuracy of the National Early Warning Score 2 (NEWS2) to detect the risk of death within 48 h. A prospective, multicenter study in adults treated consecutively by the emergency medical services (EMS) included six advanced life support (ALS) services and five hospitals. Patients were assigned to one of four groups according to their risk of mortality (low, low-medium, medium, and high), as determined by the NEWS2 score. For each group, the validity of pLA in our cohort was assessed by the area under the curve (AUC) of the receiver operating characteristic (ROC) curve. In this study, 3081 participants with a median age of 69 years (Interquartile range (IQR): 54–81) were included. The two-day mortality was 4.4% (137 cases). The scale derived from the implementation of the pLA improved the capacity of the NEWS2 to discriminate low risk of mortality, with an AUC of 0.910 (95% CI: 0.87–0.94; p < 0.001). The risk stratification provided by the NEWS2 can be improved by incorporating pLA measurement to more accurately predict the risk of mortality in patients with low risk.

1 July 2019 in Emergency Medicine International
Verified
Journal Article
Open access
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FMFrancisco Martín-Rodríguez
Francisco Martín-Rodríguez
RLRaúl López-Izquierdo
Raúl López-Izquierdo
CVCarlos Del Pozo Vegas
Carlos Del Pozo Vegas
JBJuan F. Delgado Benito
Juan F. Delgado Benito
CPCarmen del Pozo Pérez
Carmen del Pozo Pérez
MVMiguel A. Castro Villamor
Miguel A. Castro Villamor
Aim of the Study. To evaluate the ability of the prehospital National Early Warning Score 2 scale (NEWS2) to predict early mortality (within 48 hours) after the index event based on the triage priority assigned for any cause in the emergency department.Methods. This is a multicenter longitudinal observational cohort study on patients attending Advanced Life Support units and transferred to the emergency department of their reference hospital. We collected demographic, physiological, and clinical variables, main diagnosis, and hospital triage level as well as mortality. The main outcome variable was mortality from any cause within two days of the index event.Results. Between April 1 and November 30, 2018, a total of 1054 patients were included in our study. Early mortality within the first 48 hours after the index event affected 55 patients (5.2%), of which 23 cases (41.8%) had causes of cardiovascular origin. In the stratification by triage levels, the AUC of the NEWS2 obtained for short-term mortality varied between 0.77 (95% CI: 0.65-0.89) for level I and 0.94 (95% CI: 0.79-1) for level III.Conclusions. The Prehospital Emergency Medical Services should evaluate the implementation of the NEWS2 as a routine evaluation, which, together with the structured hospital triage system, effectively serves to predict early mortality and detect high-risk patients.

23 February 2022 in Disease Markers
Verified
Journal Article
Open access
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FMFrancisco Martín-Rodríguez
Francisco Martín-Rodríguez
LMLaura Melero-Guijarro
Laura Melero-Guijarro
GOGuillermo J. Ortega
Guillermo J. Ortega
ASAncor Sanz-Garcia
Ancor Sanz-Garcia
TDTeresa de la Torre de Dios
Teresa de la Torre de Dios
RLRaúl López-Izquierdo
Raúl López-Izquierdo
Background. The aim of this study was to assess the role of prehospital point-of-care N-terminal probrain natriuretic peptide to predict sepsis, septic shock, or in-hospital sepsis-related mortality. Methods. A prospective, emergency medical service-delivered, prognostic, cohort study of adults evacuated by ambulance and admitted to emergency department between January 2020 and May 2021. The discriminative power of the predictive variable was assessed through a prediction model trained using the derivation cohort and evaluated by the area under the curve of the receiver operating characteristic on the validation cohort. Results. A total of 1,360 patients were enrolled with medical disease in the study. The occurrence of sepsis, septic shock, and in-hospital sepsis-related mortality was 6.4 (67 cases), 4.2 (44 cases), and 6.1 (64 cases). Prehospital National Early Warning Score 2 had superior predictive validity than quick Sequential Organ Failure Assessment and N-terminal probrain natriuretic peptide for detecting sepsis and septic shock, but N-terminal probrain natriuretic peptide outperformed both scores in in-hospital sepsis-related mortality estimation. Application of N-terminal probrain natriuretic peptide to subgroups of the other two scores improved the identification of sepsis, septic shock, and sepsis-related mortality in the group of patients with low-risk scoring. Conclusions. The incorporation of N-terminal probrain natriuretic peptide in prehospital care combined with already existing scores could improve the identification of sepsis, septic shock, and sepsis-related mortality.

16 December 2023 in Diagnostics
Verified
Journal Article
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DZDaniel Zalama-Sánchez
Daniel Zalama-Sánchez
FMFrancisco Martín-Rodríguez
Francisco Martín-Rodríguez
RLRaúl López-Izquierdo
Raúl López-Izquierdo
JBJuan F. Delgado Benito
Juan F. Delgado Benito
ISIrene Sánchez Soberón
Irene Sánchez Soberón
ASAncor Sanz-Garcia
Ancor Sanz-Garcia
The identification and appropriate management of patients at risk of suffering from acute chest pain (ACP) in prehospital care are not straightforward. This task could benefit, as occurs in emergency departments (EDs), from cardiac enzyme assessment. The aim of the present work was to derive and validate a scoring system based on troponin T (cTnT), N-terminal pro B-type natriuretic peptide (NT-proBNP), and D-dimer to predict 1-year mortality in patients with ACP. This was a prospective, multicenter, ambulance-based cohort study of adult patients with a prehospital ACP diagnosis who were evacuated by ambulance to the ED between October 2019 and July 2021. The primary outcome was 365-day cumulative mortality. A total of 496 patients fulfilled the inclusion criteria. The mortality rate was 12.1% (60 patients). The scores derived from cTnT, NT-proBNP, and D-dimer presented an AUC of 0.802 (95% CI: 0718-0.886) for 365-day mortality. This AUC was superior to that of each individual cardiac enzyme. Our study provides promising evidence for the predictive value of a risk score based on cTnT, NT-proBNP, and D-dimer for the prediction of 1-year mortality in patients with ACP. The implementation of this score has the potential to benefit emergency medical service care and facilitate the on-scene decision-making process.

19 June 2024 in Diagnostics
Verified
Journal Article
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RGRodrigo Enríquez de Salamanca Gambara
Rodrigo Enríquez de Salamanca Gambara
ASAncor Sanz-Garcia
Ancor Sanz-Garcia
CVCarlos Del Pozo Vegas
Carlos Del Pozo Vegas
RLRaúl López-Izquierdo
Raúl López-Izquierdo
ISIrene Sánchez Soberón
Irene Sánchez Soberón
FMFrancisco Martín-Rodríguez
Francisco Martín-Rodríguez
Aim: The development of predictive models for patients treated by emergency medical services (EMS) is on the rise in the emergency field. However, how these models evolve over time has not been studied. The objective of the present work is to compare the characteristics of patients who present mortality in the short, medium and long term, and to derive and validate a predictive model for each mortality time. Methods: A prospective multicenter study was conducted, which included adult patients with unselected acute illness who were treated by EMS. The primary outcome was noncumulative mortality from all causes by time windows including 30-day mortality, 31- to 180-day mortality, and 181- to 365-day mortality. Prehospital predictors included demographic variables, standard vital signs, prehospital laboratory tests, and comorbidities. Results: A total of 4830 patients were enrolled. The noncumulative mortalities at 30, 180, and 365 days were 10.8%, 6.6%, and 3.5%, respectively. The best predictive value was shown for 30-day mortality (AUC = 0.930; 95% CI: 0.919–0.940), followed by 180-day (AUC = 0.852; 95% CI: 0.832–0.871) and 365-day (AUC = 0.806; 95% CI: 0.778–0.833) mortality. Discussion: Rapid characterization of patients at risk of short-, medium-, or long-term mortality could help EMS to improve the treatment of patients suffering from acute illnesses.

4 April 2026 in Healthcare
Verified
Journal Article
Open access
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Álvaro Astasio-PicadoÁlvaro Astasio-Picado
Álvaro Astasio-Picado
JCjoseluis martin conty
joseluis martin conty
Begoña Polonio-LópezBegoña Polonio-López
Begoña Polonio-López
CRCristina Rivera-Picón
Cristina Rivera-Picón
JBJuan Bernal
Juan Bernal
ASAncor Sanz-Garcia
Ancor Sanz-Garcia
Background/Objectives: Differences between rural and urban settings, as well as between emergency medical service (EMS) systems, may influence short-term mortality among patients attended in the prehospital setting. The aim of this study was to determine the associations of rurality and the US and Spanish EMS health systems with patient mortality. Methods: This was a multicenter, EMS-based, observational study involving a prospective dataset, the Salud de Castilla y Leon dataset (SACYL) from Spain, and a retrospective dataset, the National Emergency Medical Services Information System (NEMSIS) from the US. All consecutive EMS activations of adult patients (≥18 years) requiring high-priority transport to emergency departments were included in the analysis. The collected variables included demographic characteristics, EMS transport characteristics, case characteristics, and rural or urban origin. The primary outcome was 2-day, short-term mortality. Results: A total of 54,981 EMS activations were considered from both datasets. The mortality rate was 8.47% for rural areas and 11.8% for urban areas (p < 0.001). Multivariable analyses showed that mortality patterns differed according to geographic setting and EMS system. Male sex and the use of advanced life support were associated with higher odds of mortality in several models, while prehospital time intervals and call characteristics showed context- and system-dependent associations, including protective effects in specific subgroups. Conclusions: Short-term mortality differed between rural and urban settings, with heterogeneous patterns across EMS systems. These findings highlight the importance of considering both geographic context and system-level organizational characteristics when evaluating prehospital care and mortality outcomes.