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. 2025 Apr 16.
doi: 10.2174/0115701611335913250408214530. Online ahead of print.

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

Giuseppe De Luca  1 Magdy Algowhary  2 Berat Uguz  3 Dinaldo C Oliveira  4 Vladimir Ganyukov  5 Zan Zimbakov  6 Miha Cercek  7 Lisette Okkels Jensen  8 Poay Huan Loh  9 Lucian Calmac  10 Gerard Roura I Ferrer  11 Alexandre Quadros  12 Marek Malewski  13 Fortunato Scotto Di Uccio  14 Clemens Von Birgelen  15 Francesco Versaci  16 Jurrien Ten Berg  17 Gianni Casella  18 Aaron Wong Sung Lung  19 Petr Kala  20 José Luis Díez Gil  21 Xavier Carillo  22 Maurits T Dirksen  23 Victor Manuel Becerra-Munoz  24 Michael Kang-Yin Lee  25 Dafsah Arifa Juzar  26 Rodrigo de Moura Joaquim  27 Roberto Paladino  28 Davor Miličić  29 Periklis Davlouros  30 Nikola Bakraceski  31 Filippo Zilio  32 Luca Donazzan  33 Adriaan Kraaijeveld  34 Gennaro Galasso  35 Lux Arpad  36 Lucia Marinucci  37 Vincenzo Guiducci  38 Maurizio Menichelli  39 Alessandra Scoccia  40 Aylin Hatice Yamac  41 Kadir Ugur Mert  42 Xacobe Flores Rios  43 Tomas Kovarnik  44 Michal Kidawa  45 Jose Moreu  46 Flavien Vincent  47 Enrico Fabris  48 Inigo Lozano Martínez-Luengas  49 Marco Boccalatte  50 Francisco Bosa Ojeda  51 Carlos Arellano-Serrano  52 Gianluca Caiazzo  53 Giuseppe Cirrincione  54 Hsien-Li Kao  55 Juan Sanchis Fores  56 Luigi Vignali  57 Hélder Pereira  58 Stephane Manzo-Silbermann  59 Santiago Ordonez  60 Alev Arat Ozkan  61 Bruno Scheller  62 Heidi Lehtola  63 Rui Teles  64 Christos Mantis  65 Ylitalo Antti  66 Joao Antonio Brum Silveira  67 Rodrigo Zoni  68 Ivan Bessonov  69 Stefano Savonitto  70 George Kochiadakis  71 Dimitrios Alexopulos  72 Carlos E Uribe  73 John Kanakakis  74 Benjamin Faurie  75 Gabriele Gabrielli  76 Alexandro Gutierrez Barrios  77 Jaun Pablo Bachini  78 Alex Rocha  79 Frankie Chor-Cheung Tam  80 Alfredo Rodriguez  81 Antonia Anna Lukito  82 Veauthyelau Saint Joy  83 Gustavo Pessah  84 Giuliana Cortese  85 Guido Parodi  86 Mohammed Abed Burgadha  87 Elvin Kedhi  88 Pablo Lamelas  89 Harry Suryapranata  90 Matteo Nardin  91 Monica Verdoia  92
Affiliations

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

Giuseppe De Luca et al. Curr Vasc Pharmacol. .

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..

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