Validation of the Zwolle Risk Score in STEMI Patients Undergoing Primary PCI: Insights from the ISCAS-STEMI COVID-19 Registry

Author:

De Luca Giuseppe1,Algowhary Magdy2,Uguz Berat3,C. Oliveira Dinaldo4,Ganyukov Vladimir5,Zimbakov Zan6,Cercek Miha7,Jensen Lisette Okkels8,Huan LOH Poay9,Calmac Lucian10,Roura i Ferrer Gerard11,Quadros Alexandre12,Malewski Marek13,Di Uccio Fortunato Scotto14,Von Birgelen Clemens15,Versaci Francesco16,ten Berg Jurrien17,Casella Gianni18,Wong Sung Lung Aaron19,Kala Petr20,Díez Gil José Luis21,Carillo Xavier22,T Dirksen Maurits23,Manuel Becerra-Munoz Victor24,Kang-yin Lee Michael25,Arifa Juzar Dafsah26,de Moura Joaquim Rodrigo27,Paladino Roberto28,Miličić Davor29,Davlouros Periklis30,Bakraceski Nikola31,Zilio Filippo32,Donazzan Luca33,Kraaijeveld Adriaan34,Galasso Gennaro35,Arpad Lux36,Marinucci Lucia37,Guiducci Vincenzo38,Menichelli Maurizio39,Scoccia Alessandra40,Hatice Yamac Aylin41,Ugur Mert Kadir42,flores rios Xacobe43,Kovarnik Tomas44,Kidawa Michal45,Moreu Jose46,Vincent Flavien47,Fabris Enrico48,Lozano Martínez-Luengas Inigo49,Boccalatte Marco50,Bosa Ojeda Francisco51,Arellano-Serrano Carlos52,Caiazzo Gianluca53,Cirrincione Giuseppe54,Kao Hsien-Li55,Sanchis Fores Juan56,Vignali Luigi57,Pereira Hélder58,Manzo-Silbermann Stephane59,Ordonez Santiago60,Arat Ozkan Alev61,Scheller Bruno62,Lehtola Heidi63,Teles Rui64,Mantis Christos65,Antti Ylitalo66,Brum Silveira Joao Antonio67,Zoni Rodrigo68,Bessonov Ivan69,Savonitto Stefano70,Kochiadakis George71,Alexopulos Dimitrios72,E Uribe Carlos73,Kanakakis John74,Faurie Benjamin75,Gabrielli Gabriele76,Gutierrez Barrios Alexandro77,Bachini Jaun Pablo78,Rocha Alex79,Chor-Cheung Tam Frankie80,Rodriguez Alfredo81,Lukito Antonia Anna82,Saint Joy Veauthyelau83,Pessah Gustavo84,Cortese Giuliana85,Parodi Guido86,Burgadha Mohammed Abed87,Kedhi Elvin88,Lamelas Pablo89,Suryapranata Harry90,Nardin Matteo91,Verdoia Monica92

Affiliation:

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

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.

Publisher

Bentham Science Publishers Ltd.

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