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Published in: Clinical Research in Cardiology 4/2024

Open Access 08-02-2024 | Acute Coronary Syndrome | Original Paper

A novel score to predict in-hospital mortality for patients with acute coronary syndrome and out-of-hospital cardiac arrest: the FACTOR study

Authors: Victor Schweiger, Pauline Hiller, Rahel Utters, Angela Fenice, Victoria Lucia Cammann, Davide Di Vece, Katja Rajman, Alessandro Candreva, Alexander Gotschy, Thomas Gilhofer, Michael Würdinger, Barbara E. Stähli, Burkhardt Seifert, Stefan M. Müller, Christian Templin, Julia Stehli

Published in: Clinical Research in Cardiology | Issue 4/2024

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Abstract

Introduction

Acute coronary syndromes (ACS) represent a substantial global healthcare challenge. In its most severe form, it can lead to out-of-hospital cardiac arrest (OHCA). Despite medical advancements, survival rates in OHCA patients remain low. Further, the prediction of outcomes in these patients poses a challenge to all health care providers involved. This study aims at developing a score with variables available on admission to assess in-hospital mortality of patients with OHCA undergoing coronary angiography.

Method

All patients with OHCA due to ACS admitted to a tertiary care center were included. A multivariate logistic regression analysis was conducted to explore the association between clinical variables and in-hospital all-cause mortality. A scoring system incorporating variables available upon admission to assess individual patients' risk of in-hospital mortality was developed (FACTOR score). The score was then validated.

Results

A total of 291 patients were included in the study, with a median age of 65 [56–73] years, including 47 women (16.2%). The in-hospital mortality rate was 41.2%. A prognostic model was developed in the derivation cohort (n = 138) and included the following variables: age, downtime, first detected rhythm, and administration of epinephrine. The area under the curve for the FACTOR score was 0.823 (95% CI 0.737–0.894) in the derivation cohort and 0.828 (0.760–0.891) in the validation cohort (n = 153).

Conclusion

The FACTOR score demonstrated a reliable prognostic tool for health care providers in assessing in-hospital mortality of OHCA patients. Early acknowledgement of a poor prognosis may help in patient management and allocation of resources.

Graphical abstract

Literature
1.
go back to reference Vaduganathan M, Mensah GA, Turco JV, Fuster V, Roth GA (2022) The global burden of cardiovascular diseases and risk: a compass for future health. J Am Coll Cardiol 80(25):2361–2371CrossRefPubMed Vaduganathan M, Mensah GA, Turco JV, Fuster V, Roth GA (2022) The global burden of cardiovascular diseases and risk: a compass for future health. J Am Coll Cardiol 80(25):2361–2371CrossRefPubMed
2.
go back to reference Gräsner JT, Wnent J, Herlitz J, Perkins GD, Lefering R, Tjelmeland I et al (2020) Survival after out-of-hospital cardiac arrest in Europe—Results of the EuReCa TWO study. Resuscitation 1(148):218–226CrossRef Gräsner JT, Wnent J, Herlitz J, Perkins GD, Lefering R, Tjelmeland I et al (2020) Survival after out-of-hospital cardiac arrest in Europe—Results of the EuReCa TWO study. Resuscitation 1(148):218–226CrossRef
3.
go back to reference Gue YX, Sayers M, Whitby BT, Kanji R, Adatia K, Smith R et al (2020) Usefulness of the NULL-PLEASE score to predict survival in out-of-hospital cardiac arrest. Am J Med 133(11):1328–1335CrossRefPubMed Gue YX, Sayers M, Whitby BT, Kanji R, Adatia K, Smith R et al (2020) Usefulness of the NULL-PLEASE score to predict survival in out-of-hospital cardiac arrest. Am J Med 133(11):1328–1335CrossRefPubMed
4.
go back to reference Potpara TS, Mihajlovic M, Stankovic S, Jozic T, Jozic I, Asanin MR et al (2017) External validation of the simple NULL-PLEASE clinical score in predicting outcome of out-of-hospital cardiac arrest. Am J Med 130(12):1464.e13-1464.e21CrossRefPubMed Potpara TS, Mihajlovic M, Stankovic S, Jozic T, Jozic I, Asanin MR et al (2017) External validation of the simple NULL-PLEASE clinical score in predicting outcome of out-of-hospital cardiac arrest. Am J Med 130(12):1464.e13-1464.e21CrossRefPubMed
5.
go back to reference Grubb NR, Elton RA, Fox KAA (1995) In-hospital mortality after out-of-hospital cardiac arrest. Lancet 12(346):417–421CrossRef Grubb NR, Elton RA, Fox KAA (1995) In-hospital mortality after out-of-hospital cardiac arrest. Lancet 12(346):417–421CrossRef
6.
go back to reference Buunk G, Van Der Hoeven JG, Meinders AE (2000) Cerebral blood flow after cardiac arrest. Neth J Med 57(3):106–112CrossRefPubMed Buunk G, Van Der Hoeven JG, Meinders AE (2000) Cerebral blood flow after cardiac arrest. Neth J Med 57(3):106–112CrossRefPubMed
8.
go back to reference Valenzuela TD, Roe DJ, Cretin S, Spaite DW, Larsen MP (1997) Estimating effectiveness of cardiac arrest interventions: a logistic regression survival model. Circulation 96(10):3308–3313CrossRefPubMed Valenzuela TD, Roe DJ, Cretin S, Spaite DW, Larsen MP (1997) Estimating effectiveness of cardiac arrest interventions: a logistic regression survival model. Circulation 96(10):3308–3313CrossRefPubMed
9.
go back to reference Tsai MS, Chen WJ, Chen WT, Tien YT, Chang WT, Ong HN et al (2022) Should we prolong the observation period for neurological recovery after cardiac arrest? Crit Care Med 50(3):389–397CrossRefPubMed Tsai MS, Chen WJ, Chen WT, Tien YT, Chang WT, Ong HN et al (2022) Should we prolong the observation period for neurological recovery after cardiac arrest? Crit Care Med 50(3):389–397CrossRefPubMed
10.
go back to reference Byrne RA, Rossello X, Coughlan JJ, Barbato E, Berry C, Chieffo A et al (2023) 2023 ESC Guidelines for the management of acute coronary syndromes. Eur Heart J 44(38):3720–3826CrossRefPubMed Byrne RA, Rossello X, Coughlan JJ, Barbato E, Berry C, Chieffo A et al (2023) 2023 ESC Guidelines for the management of acute coronary syndromes. Eur Heart J 44(38):3720–3826CrossRefPubMed
11.
go back to reference Sladjana A (2011) A prediction survival model for out-of-hospital cardiopulmonary resuscitations. J Crit Care 26(2):223.e11-223.e18CrossRefPubMed Sladjana A (2011) A prediction survival model for out-of-hospital cardiopulmonary resuscitations. J Crit Care 26(2):223.e11-223.e18CrossRefPubMed
12.
go back to reference Ishikawa S, Niwano S, Imaki R, Takeuchi I, Irie W, Toyooka T et al (2013) Usefulness of a simple prognostication score in prediction of the prognoses of patients with out-of-hospital cardiac arrests. Int Heart J 54(6):362–370CrossRefPubMed Ishikawa S, Niwano S, Imaki R, Takeuchi I, Irie W, Toyooka T et al (2013) Usefulness of a simple prognostication score in prediction of the prognoses of patients with out-of-hospital cardiac arrests. Int Heart J 54(6):362–370CrossRefPubMed
13.
go back to reference Thompson RJ, McCullough PA, Kahn JK, O’Neill WW (1998) Prediction of death and neurologic outcome in the emergency department in out - of - hospital cardiac arrest survivors. Am J Cardiol 81(1):17–21CrossRefPubMed Thompson RJ, McCullough PA, Kahn JK, O’Neill WW (1998) Prediction of death and neurologic outcome in the emergency department in out - of - hospital cardiac arrest survivors. Am J Cardiol 81(1):17–21CrossRefPubMed
14.
go back to reference Aschauer S, Dorffner G, Sterz F, Erdogmus A, Laggner A (2014) A prediction tool for initial out-of-hospital cardiac arrest survivors. Resuscitation 85(9):1225–1231CrossRefPubMed Aschauer S, Dorffner G, Sterz F, Erdogmus A, Laggner A (2014) A prediction tool for initial out-of-hospital cardiac arrest survivors. Resuscitation 85(9):1225–1231CrossRefPubMed
15.
go back to reference Eisenberg M, Hallstrom A, Bergner L (1981) The ACLS score: predicting survival from out-of-hospital cardiac arrest. JAMA 246(1):50–52CrossRefPubMed Eisenberg M, Hallstrom A, Bergner L (1981) The ACLS score: predicting survival from out-of-hospital cardiac arrest. JAMA 246(1):50–52CrossRefPubMed
16.
go back to reference Adrie C, Cariou A, Mourvillier B, Laurent I, Dabbane H, Hantala F et al (2006) Predicting survival with good neurological recovery at hospital admission after successful resuscitation of out-of-hospital cardiac arrest: the OHCA score. Eur Heart J 27(23):2840–2845CrossRefPubMed Adrie C, Cariou A, Mourvillier B, Laurent I, Dabbane H, Hantala F et al (2006) Predicting survival with good neurological recovery at hospital admission after successful resuscitation of out-of-hospital cardiac arrest: the OHCA score. Eur Heart J 27(23):2840–2845CrossRefPubMed
17.
go back to reference Larsen MP, Eisenberg MS, Cummins RO, Hallstrom AP (1993) Predicting survival from out-of-hospital cardiac arrest: a graphic model. Ann Emerg Med 22(11):1652–1658CrossRefPubMed Larsen MP, Eisenberg MS, Cummins RO, Hallstrom AP (1993) Predicting survival from out-of-hospital cardiac arrest: a graphic model. Ann Emerg Med 22(11):1652–1658CrossRefPubMed
18.
go back to reference Secher N, Adelborg K, Szentkúti P, Christiansen CF, Granfeldt A, Henderson VW et al (2022) Evaluation of neurologic and psychiatric outcomes after hospital discharge among adult survivors of cardiac arrest. JAMA Netw Open 5(5):e2213546–e2213546CrossRefPubMedPubMedCentral Secher N, Adelborg K, Szentkúti P, Christiansen CF, Granfeldt A, Henderson VW et al (2022) Evaluation of neurologic and psychiatric outcomes after hospital discharge among adult survivors of cardiac arrest. JAMA Netw Open 5(5):e2213546–e2213546CrossRefPubMedPubMedCentral
19.
go back to reference Wenzl FA, Kraler S, Ambler G, Weston C, Herzog SA, Räber L et al (2022) Sex-specific evaluation and redevelopment of the GRACE score in non-ST-segment elevation acute coronary syndromes in populations from the UK and Switzerland: a multinational analysis with external cohort validation. The Lancet 400(10354):744–756CrossRef Wenzl FA, Kraler S, Ambler G, Weston C, Herzog SA, Räber L et al (2022) Sex-specific evaluation and redevelopment of the GRACE score in non-ST-segment elevation acute coronary syndromes in populations from the UK and Switzerland: a multinational analysis with external cohort validation. The Lancet 400(10354):744–756CrossRef
20.
go back to reference Candel BG, Dap S, Raven W, Lameijer H, Gaakeer MI, de Jonge E et al (2022) Sex differences in clinical presentation and risk stratification in the Emergency Department: An observational multicenter cohort study. Eur J Intern Med 1(95):74–79CrossRef Candel BG, Dap S, Raven W, Lameijer H, Gaakeer MI, de Jonge E et al (2022) Sex differences in clinical presentation and risk stratification in the Emergency Department: An observational multicenter cohort study. Eur J Intern Med 1(95):74–79CrossRef
21.
go back to reference Ahmad R, Lumley S, Lau YC (2016) NULL-PLEASE: a new ‘Futility score’ in the management of survivors of out-of-hospital cardiac arrest. Resuscitation 1(106):e83CrossRef Ahmad R, Lumley S, Lau YC (2016) NULL-PLEASE: a new ‘Futility score’ in the management of survivors of out-of-hospital cardiac arrest. Resuscitation 1(106):e83CrossRef
Metadata
Title
A novel score to predict in-hospital mortality for patients with acute coronary syndrome and out-of-hospital cardiac arrest: the FACTOR study
Authors
Victor Schweiger
Pauline Hiller
Rahel Utters
Angela Fenice
Victoria Lucia Cammann
Davide Di Vece
Katja Rajman
Alessandro Candreva
Alexander Gotschy
Thomas Gilhofer
Michael Würdinger
Barbara E. Stähli
Burkhardt Seifert
Stefan M. Müller
Christian Templin
Julia Stehli
Publication date
08-02-2024
Publisher
Springer Berlin Heidelberg
Published in
Clinical Research in Cardiology / Issue 4/2024
Print ISSN: 1861-0684
Electronic ISSN: 1861-0692
DOI
https://doi.org/10.1007/s00392-023-02367-1

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