Validation of the Zwolle Risk Score in STEMI Patients Undergoing Primary PCI: Insights from the ISCAS-STEMI COVID-19 Registry
Affiliations
- 1 AOU Policlinico G Martino, University of Messina Division of Cardiology Messina Italy.
- 2 Assiut University Heart Hospital, Assiut University Division of Cardiology Asyut Egypt.
- 3 Bursa City Hospital Division of Cardiology Bursa Türkiye.
- 4 Federal University of Pernambuco Pronto de Socorro Cardiologico Prof. Luis Tavares, Centro PROCAPE Recife Brazil.
- 5 State Research Institute for Complex Issues of Cardiovascular Diseases Department of Heart and Vascular Surgery Kemerovo Russia.
- 6 Ss\' Cyril and Methodius University of Skopje University Clinic for Cardiology, Medical Faculty Skopje North Macedonia.
- 7 Ljubljana University Medical Centre Centre for Intensive Internal Medicine Ljubljana Slovenia.
- 8 Odense Universitets Hospital Division of Cardiology Odense Denmark.
- 9 National University Hospital Department of Cardiology Singapore Singapore.
- 10 Clinical Emergency Hospital of Bucharest Bucharest Romania.
- 11 Hospital Universitari de Bellvitge Interventional Cardiology Unit, Heart Disease Institute Barcelona Spain.
- 12 Instituto de Cardiologia do Rio Grande do Sul cardiology Porto Alegre Brazil.
- 13 Medical University of Silesia Division of Cardiology Katowice Poland.
- 14 Ospedale del Mare Division of Cardiology Napoli Italy.
- 15 Medisch Spectrum Twente, Thoraxcentrum Twente Department of Cardiology Enschede Netherlands.
- 16 Ospedale Santa Maria Goretti Division of Cardiology Latina Italy.
- 17 St. Antonius Hospital Division of Cardiology Nieuwegein Netherlands.
- 18 Ospedale Maggiore Division of Cardiology Bologna Italy.
- 19 National Heart Centre Singapore cardiology Singapore Singapore.
- 20 University Hospital Brno Medical Faculty of Masaryk University Brno Brno Czechia.
- 21 H. Universitario y Politécnico La Fe Valencia Spain.
- 22 Hospital Germans Triasi Pujol Badalona Spain.
- 23 Northwest Clinics Alkmaar cardiology Alkmaar Netherlands.
- 24 Hospital Clínico Universitario Virgen de la Victoria Málaga Spain.
- 25 Queen Elizabeth Hospital, University of Hong Kong cardiology Hong Kong China.
- 26 University of Indonesia National Cardiovascular Center "Harapan Kita" cardiology and Vascular Medicine Jakarta Indonesia.
- 27 Instituto de Cardiologia de Santa Catarina Praia Comprida cardiology São José Brazil.
- 28 Clinica Villa dei Fiori cardiology Acerra Italy.
- 29 University Hospital Centre, University of Zagreb Department of Cardiology Zagreb Croatia.
- 30 Patras University Hospital Invasive Cardiology and Congenital Heart Disease Patras Greece.
- 31 Center for Cardiovascular Diseases Ohrid North Macedonia.
- 32 Ospedale Santa Chiara di Trento Division of Cardiology Trento Italy.
- 33 Ospedale "S. Maurizio" Bolzano Division of Cardiology Bolzano Italy.
- 34 University Medical Center Utrecht Division of Cardiology Utrecht Netherlands.
- 35 Ospedali Riuniti San Giovanni di Dio e Ruggi d\'Aragona Division of Cardiology Salerno Italy.
- 36 Maastricht University Medical Centre Maastricht Netherlands.
- 37 Azienda Ospedaliera "Ospedali Riuniti Marche Nord" Division of Cardiology Pesaro Italy.
- 38 AUSL-IRCCS Reggio Emilia Division of Cardiology Reggio Emilia Italy.
- 39 Ospedale "F. Spaziani" Division of Cardiology Frosinone Italy.
- 40 Ospedale "Sant'Anna" Division of Cardiology Ferrara Italy.
- 41 Hospital Bezmialem Vakıf University İstanbul Department of Cardiology Istanbul Türkiye.
- 42 Eskişehir Osmangazi University Division of Cardiology, Faculty of Medicine Eskisehir Türkiye.
- 43 Complexo Hospetaliero Universitario La Coruna La Coruña Spain.
- 44 University Hospital Prague Prague Czechia.
- 45 Central Hospital of Medical University of Lodz Lodz Poland.
- 46 Complejo Hospitalario de Toledo Division of Cardiology Toledo Spain.
- 47 Center Hospitalier Universitaire de Lille Division of Cardiology Lille France.
- 48 Azienda Ospedaliero - Universitaria Ospedali Riuniti Trieste Trieste Italy.
- 49 Hospital de Cabueñes Division of Cardiology Gijón Spain.
- 50 Ospedale Santa Maria delle Grazie Division of Cardiology Pozzuoli Italy.
- 51 Hospital Universitario de Canarias Division of cardiology Santa Cruz de Tenerife Spain.
- 52 Hospital Puerta de Hierro Majadahonda cardiology Majadahonda Spain.
- 53 Ospedale "G Moscati" cardiology Aversa Italy.
- 54 Ospedale Civico Arnas cardiology Palermo Italy.
- 55 National Taiwan University Hospital Cardiology Division, Department of Internal Medicine Taipei Taiwan.
- 56 Hospital Clínico Universitario de Valencia cardiology Valencia Spain.
- 57 Azienda Ospedaliera Sanitaria cardiology Parma Italy.
- 58 Hospital Garcia de Orta Cardiology Almada Portugal.
- 59 CHU Lariboisière, AP-HP, Paris VII University Division of Cardiology Paris France.
- 60 Instituto Cardiovascular de Buenos Aires Buenos Aires Argentina.
- 61 Istanbul University Cardiology Institute Istanbul Türkiye.
- 62 Saarland University cardiology Saarbrücken Germany.
- 63 Oulu University Hospital cardiology Oulu Finland.
- 64 Hospital de Santa Cruz, CHLO - Nova Medical School, CEDOC Division of Cardiology Lisbon Portugal.
- 65 Kontantopoulion Hospital cardiology Athens Greece.
- 66 Heart Centre Turku cardiology Turku Finland.
- 67 Hospital de Santo António cardiology Porto Portugal.
- 68 Instituto de Cardiología de Corrientes \'Juana F. Cabral\' Teaching and Research Corrientes Argentina.
- 69 Tyumen Cardiology Research Center Tyumen Russia.
- 70 Ospedale \'A. Manzoni\' Lecco cardiology Lecco Italy.
- 71 Iraklion University Hospital Crete Greece.
- 72 Attikon University Hospital Cardiology Athens Greece.
- 73 Universidad UPB, Universidad CES cardiology Medellín Colombia.
- 74 Alexandra Hospital Cardiology Athens Greece.
- 75 Groupe Hospitalier Mutualiste de Grenoble cardiology Grenoble France.
- 76 Azienda Ospedaliero Universitaria Ospedali Riuniti Interventional Cardiology Unit Ancona Italy.
- 77 Hospital Puerta del Mar cardiology Cadiz Spain.
- 78 Instituto de Cardiologia Integral Montevideo Uruguay.
- 79 Instituto Nacional de Cirugía Cardíaca Cardiology and Cardiovascular Interventions Montevideo Uruguay.
- 80 Queen Mary Hospital, University of Hong Kong Department of Cardiology Hong Kong China.
- 81 Otamendi Hospital cardiology Buenos Aires Argentina.
- 82 Pelita Harapan University/Heart Center Siloam Lippo Village Hospital Cardiovascular Department Tangerang Indonesia.
- 83 Hospital Center of Antibes Juan-Les-Pins Antibes France.
- 84 Hospiatl Cordoba Division of Cardiology Cordoba Argentina.
- 85 University of Padova Department of Statistical Sciences Padua Italy.
- 86 Azienda Ospedaliero-Universitaria Sassari Cardiology Clinic Sassari Italy.
- 87 Blida University Hospital Division of cardiology Blida Algeria.
- 88 Université Libre de Bruxelles Division of Cardiology, Hopital Erasmus City of Brussels Belgium.
- 89 Instituto Cardiovascular de Buenos Aires, Buenos Aires, Argentina.
- 90 Radboud University Medical Center Division of Cardiology Nijmegen Netherlands.
- 91 Ospedale Riuniti Department of Internal Medicine Brescia Italy.
- 92 Ospedale degli Infermi Division of Cardiology ASL Biella Italy.
- PMID: 40247796
- DOI: 10.2174/0115701611335913250408214530
Validation of the Zwolle Risk Score in STEMI Patients Undergoing Primary PCI: Insights from the ISCAS-STEMI COVID-19 Registry
Authors
Affiliations
- 1 AOU Policlinico G Martino, University of Messina Division of Cardiology Messina Italy.
- 2 Assiut University Heart Hospital, Assiut University Division of Cardiology Asyut Egypt.
- 3 Bursa City Hospital Division of Cardiology Bursa Türkiye.
- 4 Federal University of Pernambuco Pronto de Socorro Cardiologico Prof. Luis Tavares, Centro PROCAPE Recife Brazil.
- 5 State Research Institute for Complex Issues of Cardiovascular Diseases Department of Heart and Vascular Surgery Kemerovo Russia.
- 6 Ss\' Cyril and Methodius University of Skopje University Clinic for Cardiology, Medical Faculty Skopje North Macedonia.
- 7 Ljubljana University Medical Centre Centre for Intensive Internal Medicine Ljubljana Slovenia.
- 8 Odense Universitets Hospital Division of Cardiology Odense Denmark.
- 9 National University Hospital Department of Cardiology Singapore Singapore.
- 10 Clinical Emergency Hospital of Bucharest Bucharest Romania.
- 11 Hospital Universitari de Bellvitge Interventional Cardiology Unit, Heart Disease Institute Barcelona Spain.
- 12 Instituto de Cardiologia do Rio Grande do Sul cardiology Porto Alegre Brazil.
- 13 Medical University of Silesia Division of Cardiology Katowice Poland.
- 14 Ospedale del Mare Division of Cardiology Napoli Italy.
- 15 Medisch Spectrum Twente, Thoraxcentrum Twente Department of Cardiology Enschede Netherlands.
- 16 Ospedale Santa Maria Goretti Division of Cardiology Latina Italy.
- 17 St. Antonius Hospital Division of Cardiology Nieuwegein Netherlands.
- 18 Ospedale Maggiore Division of Cardiology Bologna Italy.
- 19 National Heart Centre Singapore cardiology Singapore Singapore.
- 20 University Hospital Brno Medical Faculty of Masaryk University Brno Brno Czechia.
- 21 H. Universitario y Politécnico La Fe Valencia Spain.
- 22 Hospital Germans Triasi Pujol Badalona Spain.
- 23 Northwest Clinics Alkmaar cardiology Alkmaar Netherlands.
- 24 Hospital Clínico Universitario Virgen de la Victoria Málaga Spain.
- 25 Queen Elizabeth Hospital, University of Hong Kong cardiology Hong Kong China.
- 26 University of Indonesia National Cardiovascular Center "Harapan Kita" cardiology and Vascular Medicine Jakarta Indonesia.
- 27 Instituto de Cardiologia de Santa Catarina Praia Comprida cardiology São José Brazil.
- 28 Clinica Villa dei Fiori cardiology Acerra Italy.
- 29 University Hospital Centre, University of Zagreb Department of Cardiology Zagreb Croatia.
- 30 Patras University Hospital Invasive Cardiology and Congenital Heart Disease Patras Greece.
- 31 Center for Cardiovascular Diseases Ohrid North Macedonia.
- 32 Ospedale Santa Chiara di Trento Division of Cardiology Trento Italy.
- 33 Ospedale "S. Maurizio" Bolzano Division of Cardiology Bolzano Italy.
- 34 University Medical Center Utrecht Division of Cardiology Utrecht Netherlands.
- 35 Ospedali Riuniti San Giovanni di Dio e Ruggi d\'Aragona Division of Cardiology Salerno Italy.
- 36 Maastricht University Medical Centre Maastricht Netherlands.
- 37 Azienda Ospedaliera "Ospedali Riuniti Marche Nord" Division of Cardiology Pesaro Italy.
- 38 AUSL-IRCCS Reggio Emilia Division of Cardiology Reggio Emilia Italy.
- 39 Ospedale "F. Spaziani" Division of Cardiology Frosinone Italy.
- 40 Ospedale "Sant'Anna" Division of Cardiology Ferrara Italy.
- 41 Hospital Bezmialem Vakıf University İstanbul Department of Cardiology Istanbul Türkiye.
- 42 Eskişehir Osmangazi University Division of Cardiology, Faculty of Medicine Eskisehir Türkiye.
- 43 Complexo Hospetaliero Universitario La Coruna La Coruña Spain.
- 44 University Hospital Prague Prague Czechia.
- 45 Central Hospital of Medical University of Lodz Lodz Poland.
- 46 Complejo Hospitalario de Toledo Division of Cardiology Toledo Spain.
- 47 Center Hospitalier Universitaire de Lille Division of Cardiology Lille France.
- 48 Azienda Ospedaliero - Universitaria Ospedali Riuniti Trieste Trieste Italy.
- 49 Hospital de Cabueñes Division of Cardiology Gijón Spain.
- 50 Ospedale Santa Maria delle Grazie Division of Cardiology Pozzuoli Italy.
- 51 Hospital Universitario de Canarias Division of cardiology Santa Cruz de Tenerife Spain.
- 52 Hospital Puerta de Hierro Majadahonda cardiology Majadahonda Spain.
- 53 Ospedale "G Moscati" cardiology Aversa Italy.
- 54 Ospedale Civico Arnas cardiology Palermo Italy.
- 55 National Taiwan University Hospital Cardiology Division, Department of Internal Medicine Taipei Taiwan.
- 56 Hospital Clínico Universitario de Valencia cardiology Valencia Spain.
- 57 Azienda Ospedaliera Sanitaria cardiology Parma Italy.
- 58 Hospital Garcia de Orta Cardiology Almada Portugal.
- 59 CHU Lariboisière, AP-HP, Paris VII University Division of Cardiology Paris France.
- 60 Instituto Cardiovascular de Buenos Aires Buenos Aires Argentina.
- 61 Istanbul University Cardiology Institute Istanbul Türkiye.
- 62 Saarland University cardiology Saarbrücken Germany.
- 63 Oulu University Hospital cardiology Oulu Finland.
- 64 Hospital de Santa Cruz, CHLO - Nova Medical School, CEDOC Division of Cardiology Lisbon Portugal.
- 65 Kontantopoulion Hospital cardiology Athens Greece.
- 66 Heart Centre Turku cardiology Turku Finland.
- 67 Hospital de Santo António cardiology Porto Portugal.
- 68 Instituto de Cardiología de Corrientes \'Juana F. Cabral\' Teaching and Research Corrientes Argentina.
- 69 Tyumen Cardiology Research Center Tyumen Russia.
- 70 Ospedale \'A. Manzoni\' Lecco cardiology Lecco Italy.
- 71 Iraklion University Hospital Crete Greece.
- 72 Attikon University Hospital Cardiology Athens Greece.
- 73 Universidad UPB, Universidad CES cardiology Medellín Colombia.
- 74 Alexandra Hospital Cardiology Athens Greece.
- 75 Groupe Hospitalier Mutualiste de Grenoble cardiology Grenoble France.
- 76 Azienda Ospedaliero Universitaria Ospedali Riuniti Interventional Cardiology Unit Ancona Italy.
- 77 Hospital Puerta del Mar cardiology Cadiz Spain.
- 78 Instituto de Cardiologia Integral Montevideo Uruguay.
- 79 Instituto Nacional de Cirugía Cardíaca Cardiology and Cardiovascular Interventions Montevideo Uruguay.
- 80 Queen Mary Hospital, University of Hong Kong Department of Cardiology Hong Kong China.
- 81 Otamendi Hospital cardiology Buenos Aires Argentina.
- 82 Pelita Harapan University/Heart Center Siloam Lippo Village Hospital Cardiovascular Department Tangerang Indonesia.
- 83 Hospital Center of Antibes Juan-Les-Pins Antibes France.
- 84 Hospiatl Cordoba Division of Cardiology Cordoba Argentina.
- 85 University of Padova Department of Statistical Sciences Padua Italy.
- 86 Azienda Ospedaliero-Universitaria Sassari Cardiology Clinic Sassari Italy.
- 87 Blida University Hospital Division of cardiology Blida Algeria.
- 88 Université Libre de Bruxelles Division of Cardiology, Hopital Erasmus City of Brussels Belgium.
- 89 Instituto Cardiovascular de Buenos Aires, Buenos Aires, Argentina.
- 90 Radboud University Medical Center Division of Cardiology Nijmegen Netherlands.
- 91 Ospedale Riuniti Department of Internal Medicine Brescia Italy.
- 92 Ospedale degli Infermi Division of Cardiology ASL Biella Italy.
- PMID: 40247796
- DOI: 10.2174/0115701611335913250408214530
Abstract
Background: Several scores have been developed to facilitate risk stratification and early discharge following primary angioplasty, particularly the Zwolle Risk Score (ZRS). However, validation in large-sized studies is still lacking. Therefore, the aim of the current study was to validate the use of the ZRS in a contemporary global population, including patients who were treated during the SARS-CoV-2 pandemic and enrolled in a large intercontinental observational study.
Methods: The ISACS-STEMI COVID-19 is a large-scale retrospective multicenter registry involving primary PCI centers from Europe, Latin America, South-East Asia, and NorthAfrica, including patients treated from March 1st until June 30th, in 2019 and 2020]. ZRS was calculated for each patient. The patients were additionally categorized according to the following values of the ZRS [≤3; 4-6; 7-9; ≥10]. Our study outcomes were in-hospital and 30-day mortality. The discriminatory capacity of the ZRS was assessed by the area under the ROC curve [c statistic] as an index of model performance.
Results: Our population is represented by 16084 STEMI patients undergoing mechanical reperfusion enrolled in 109 centers. The score showed a very good performance in the predicting mortality both in-hospital [AUC=0.83 [0.82-0.85], p<0.0001] and at 30- day follow-up [AUC=0.82 [0.81-0.84, p<0.0001]. The results were confirmed when the ZRS was separately applied to patients treated in 2019 and 2020, with good stability across time. ZRS was able to identify a large cohort [n=10672, 66.3%] of low-risk patients [score ≤3] with a very low mortality rate at 2 days [1%] and between 3 and 10 days [0.7%], with a very good negative predictive value for in-hospital [98.3%] and 30-day mortality [97.7%], with similar results in 2019 and 2020.
Conclusion: This study is the first to demonstrate the good prognostic performance of the ZRS in a large-scale contemporary global multicenter validation set. Similar results were obtained both in the pre-pandemic and the COVID-19 era. ZRS ≤3 identified a very low-risk population that could be discharged early, even during the COVID-19 pandemic, with expected advantages in the availability of hospital beds and nursing staff, costs of medical care, and in-hospital risk of contagion.
Keywords: COVID-19 registry; STEMI patients; Zwolle Risk Score; mechanical reperfusion; pandemic..
Copyright© Bentham Science Publishers; For any queries, please email at epub@benthamscience.net.
LinkOut - more resources
Full Text Sources
Miscellaneous