Background: The optimal strategy for identification of hemodynamically stable patients with acute pulmonary embolism (PE) at risk for death and clinical deterioration remains undefined. Objectives: We aimed to assess the performances of currently available models/scores for identifying hemodynamically stable patients with acute, symptomatic PE at risk of death and clinical deterioration. Methods: This was a prospective multicenter cohort study including patients with acute PE (NCT03631810). Primary study outcome was in-hospital death within 30 days or clinical deterioration. Other outcomes were in-hospital death, death, and PE-related death, all at 30 days. We calculated positive and negative predictive values, c-statistics of European Society of Cardiology (ESC)-2014, ESC-2019, Pulmonary Embolism Thrombolysis (PEITHO), Bova, Thrombo-embolism lactate outcome study (TELOS), fatty acid binding protein, syncope and tachicardia (FAST), and National Early Warning Scale 2 (NEWS2) for the study outcomes. Results: In 5036 hemodynamically stable patients with acute PE, positive predictive values for the evaluated models/scores were all below 10%, except for TELOS and NEWS2; negative predictive values were above 98% for all the models/scores, except for FAST and NEWS2. ESC-2014 and TELOS had good performances for in-hospital death or clinical deterioration (c-statistic of 0.700 and 0.722, respectively), in-hospital death (c-statistic of 0.713 and 0.723, respectively), and PE-related death (c-statistic of 0.712 and 0.777, respectively); PEITHO, Bova, and NEWS2 also had good performances for PE-related death (c-statistic of 0.738, 0.741, and 0.742, respectively). Conclusion: In hemodynamically stable patients with acute PE, the accuracy for identification of hemodynamically stable patients at risk for death and clinical deterioration varies across the available models/scores; TELOS seems to have the best performance. These data can inform management studies and clinical practice.
Identification of hemodynamically stable patients with acute pulmonary embolism at high risk for death: external validation of different models / C. Becattini, M.C. Vedovati, S. Colombo, S. Vanni, M.G. Abrignani, A.B. Scardovi, A. Marrazzo, M. Borselli, M. Barchetti, A. Fabbri, F. Dentali, A.P. Maggioni, G. Agnelli, M.M. Gulizia, C. Becattini, M.M. Gulizia, G. Agnelli, F. Dentali, A. Di Lenarda, I. Enea, A. Fabbri, A.P. Maggioni, F. Pomero, M.P. Ruggeri, C. Becattini, D. Lucci, A.P. Maggioni, M.C. Vedovati, M. Duranti, F. Guercini, P. Groff, M. Verso, G. Fabbri, M. Savoia, D. Lucci, E. Baldini, B.B. Mecatti, F. Bianchini, M. Ceseri, G. Fabbri, L. Gonzini, M. Gorini, A. Lorimer, G. Orsini, M. Tricoli, L.A. Cimini, C. Becattini, G. Agnelli, V. Cesarini, M. Sanna, G. Pepe, C. Marchetti, M.O. Roldan, L. Lenzi, S. Cozzio, P. Tomio, M. Diamanti, A. Beltrame, L. Glinski, M. Treleani, A. Coppa, S. Vanni, P. Bartalucci, A. Taccone, C. Costacurta, P. Bortolotti, M. Bortolussi, M. De Vecchi, F. Zanardi, I. Greco, R. Cosentini, R. Gerloni, N. Artusi, F. Cominotto, U.G. Sisto, C. Picariello, L. Roncon, A. Maddalozzo, C. Nitti, F. Riccomi, M. Buzzo, G. Bassanelli, S. Savonitto, A. Bianchi, C. Bilato, I. Lobascio, C. Dalla Valle, D.P. Pomata, F. Giostra, A.L. Tinuper, B. Zalunardo, A. Visonà, C. Panzavolta, A. Novelli, A. Bertini, C. Granai, S. Colombo, E. Periti, L. Bonacchini, M.G. Abrignani, M.F. Casciolo, A. D'Amato, A.B. Scardovi, R. Ricci, S. Iosi, M.C. Fontana, A. Marrazzo, M. Borselli, S.A. Di Fusco, F. Colivicchi, I. Enea, M. Triggiani, I. Papa, G.F. Pasini, C. Fioravanti, S. Panarello, F. Raggi, M. Marzolo, S. Cuppini, M. Milan, M. Barchetti, D. De Laura, P. Caldarola, R. Fiorini, G. Rastelli, P. Ameri, G. La Malfa, F. Cinelli, P.C. Sganzerla, S. Ubaldi, F.A. Sanchez, C. Forgione, C. Cuccia, S. Predieri, S. Fusco, N. Mumoli, C. Porta, M. Romei, M. Lucidi, A. Romaniello, M. Volpe, P. Mogni, E. Pizzolato, G.P. Martino, G. Bitti, G. Righini, G. Bandiera, E. Pennacchio, S. Limauro, A. Dachille, G. Ignone, G.F. Fuscaldo, F.M. De Rosa, N. Vazzana, G. Chesi, F. Di Filippo, L. Pierpaoli, A. Corapi, M. Vatrano, C. Angotti, F. Baccetti, S.A. Harari, F. Luisi, E. Daghini, E. De Curtis, F. Lucà, F. Ciancia, S. Blandizzi, G.V. Lettica, S. D'Orazio, F. Cosmi, S. Zaccaroni, M. Silingardi, V. Valeriano, F.R. Pugliese, A.P. Murgia, P.P. Parpaglia, L. Martinelli, C. Caponi, M.A. Clemente, A. Ciccarone, A. Bongarzoni, M. Garagiola, M.C. Leone, M.R. Veropalumbo, M. Sacco, P. Morella, S. Dorigoni, D. Peterlana, R. Di Paola, S. Felis, M. Correale, N.D. Brunetti, G. Petrelli, F.T. Feliziani, D. Mastroiacovo, R. Romualdi, F. Pasin, S. Bonardi, P. Delfino, C. Scifo, G. Savioli, I.F. Ceresa, M. Galeotalanza, B. Benazzi, M. Porzio, F. Rosini, C. Ancona, C. Verrelli, A.F. Pasini, L. Dalle Carbonare, N. Bozza, F. Nacci, M.A. Scarabelli, F. Amico, C. Marchesi, A. Mazzone, R. Di Tommaso, F. Cocco, G. Pezzuto, A. Luciani, P. Zamboni, M. Muriago, L. Del Pesce, A.R. Lucarini, E. Guglielmelli, V. Vannucchi, F. Moroni, D. Fichera, L. Malatino, C. Sgroi, I.M. Morana, S. Cicero, D. La Rosa, F. Mete, M. Gino, A. De Palma, M. Alessandri, V. Maestripieri, M. Battocchio, M.T. De Santis, F. Saladini, D.C. Corsi, N. Macarone Palmieri, M.G. Pierfranceschi, V. Palmonari, L. Fontanella, L. Airoldi, M. Bonocore, U. Paliani, L.I. Prat, L. Chiecchi, M. Cuonzo, A. Paludo, D. Padula, A. Antonelli, M. Bicchi, G. Tota, M. Ariello, R. Sai, M. Civita, M. Tucci, G. Barbati, M. Conti, R. Cettina, O. Magnani, M. Levato, V. Gessi, M. De Rui, A. Bellizzi, L. Farneti, P. Salomone, A. Mannarini, E. Grifoni, S. Del Ghianda, J. Campodonico, N. De Cesare, D. Mutone, P. Pasoli, S. Meloni, A. Frenda, G. Viola, C. Torromeo, C. Campana, M.C. Pistone, S. Caravita, C.P. La Creta, F. Miscio, M. Loreno, P. Fenu, M. Mazzetti, D. Rossini, M. Brunacci, A. Capuano, G. Tagliamonte, M. Pinelli, F. Ballocca, G. Parca, S.M. Pasini, M.G. Maragno, F. Vecchi, L. Mancinelli, A. Cavalli, F. Di Mare, E. Conficoni, R. Miceli, R. Pecoraro, C. Fonti, S. Pegoraro, G.C. Piccinni, G. Caruso, G. Boriani, P. Lanzillotta, P. Piccolo, L. Calò, D. Stolfo, S. Mangiacapra, A. Marziali, M.C. Volponi, G. Querci, R. Terribile, M. Menabue, A. Fiorentini, R.L. Musci, S. Uras, M.P. Cicini, S. Pegoraro, S. Manetti, G.M. Francese, R. Melchio, N. Scorpiglione, D. Carrara, A. Pani, C. Morisco, M. Rodolico. - In: JOURNAL OF THROMBOSIS AND HAEMOSTASIS. - ISSN 1538-7836. - (2024), pp. 1-12. [Epub ahead of print] [10.1016/j.jtha.2024.04.025]
Identification of hemodynamically stable patients with acute pulmonary embolism at high risk for death: external validation of different models
M. Volpe;L. Pierpaoli;S.A. Harari;R. Di Paola;A. Paludo;J. Campodonico;A. Pani;
2024
Abstract
Background: The optimal strategy for identification of hemodynamically stable patients with acute pulmonary embolism (PE) at risk for death and clinical deterioration remains undefined. Objectives: We aimed to assess the performances of currently available models/scores for identifying hemodynamically stable patients with acute, symptomatic PE at risk of death and clinical deterioration. Methods: This was a prospective multicenter cohort study including patients with acute PE (NCT03631810). Primary study outcome was in-hospital death within 30 days or clinical deterioration. Other outcomes were in-hospital death, death, and PE-related death, all at 30 days. We calculated positive and negative predictive values, c-statistics of European Society of Cardiology (ESC)-2014, ESC-2019, Pulmonary Embolism Thrombolysis (PEITHO), Bova, Thrombo-embolism lactate outcome study (TELOS), fatty acid binding protein, syncope and tachicardia (FAST), and National Early Warning Scale 2 (NEWS2) for the study outcomes. Results: In 5036 hemodynamically stable patients with acute PE, positive predictive values for the evaluated models/scores were all below 10%, except for TELOS and NEWS2; negative predictive values were above 98% for all the models/scores, except for FAST and NEWS2. ESC-2014 and TELOS had good performances for in-hospital death or clinical deterioration (c-statistic of 0.700 and 0.722, respectively), in-hospital death (c-statistic of 0.713 and 0.723, respectively), and PE-related death (c-statistic of 0.712 and 0.777, respectively); PEITHO, Bova, and NEWS2 also had good performances for PE-related death (c-statistic of 0.738, 0.741, and 0.742, respectively). Conclusion: In hemodynamically stable patients with acute PE, the accuracy for identification of hemodynamically stable patients at risk for death and clinical deterioration varies across the available models/scores; TELOS seems to have the best performance. These data can inform management studies and clinical practice.
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