Synergistic Effect of Static Compliance and D-dimers to Predict Outcome of Patients with COVID-19-ARDS: A Prospective Multicenter Study
Tommaso Tonetti,
Giacomo Grasselli,
Paola Rucci,
Francesco Alessandri,
Alessio Dell’Olio,
Annalisa Boscolo,
Laura Pasin,
Nicolò Sella,
Chiara Mega,
Rita Maria Melotti,
Massimo Girardis,
Stefano Busani,
Giacomo Bellani,
Giuseppe Foti,
Domenico Luca Grieco,
Vittorio Scaravilli,
Alessandro Protti,
Thomas Langer,
Luciana Mascia,
Francesco Pugliese,
Maurizio Cecconi,
Roberto Fumagalli,
Stefano Nava,
Massimo Antonelli,
Arthur S. Slutsky,
Paolo Navalesi,
Antonio Pesenti,
Vito Marco Ranieri
Affiliations
Tommaso Tonetti
Dipartimento di Scienze Mediche e Chirurgiche (DIMEC), Anesthesia and Intensive Care Medicine, IRCCS Policlinico di Sant’Orsola, Università di Bologna, 40138 Bologna, Italy
Giacomo Grasselli
Fondazione IRCCS Ca’Granda Ospedale Maggiore Policlinico, University of Milan, 20122 Milan, Italy
Paola Rucci
Dipartimento di Scienze Biomediche e Neuromotorie (DIBINEM), Alma Mater Studiorum Università di Bologna, 40126 Bologna, Italy
Francesco Alessandri
Department of Anaesthesia and Intensive Care, Sapienza University of Rome, 00161 Rome, Italy
Alessio Dell’Olio
Dipartimento di Scienze Mediche e Chirurgiche (DIMEC), Anesthesia and Intensive Care Medicine, IRCCS Policlinico di Sant’Orsola, Università di Bologna, 40138 Bologna, Italy
Annalisa Boscolo
Anesthesia and Critical Care, Department of Medicine-DIMED, University Hospital of Padua, 35127 Padua, Italy
Laura Pasin
Anesthesia and Critical Care, Department of Medicine-DIMED, University Hospital of Padua, 35127 Padua, Italy
Nicolò Sella
Anesthesia and Critical Care, Department of Medicine-DIMED, University Hospital of Padua, 35127 Padua, Italy
Chiara Mega
Dipartimento di Scienze Mediche e Chirurgiche (DIMEC), Anesthesia and Intensive Care Medicine, IRCCS Policlinico di Sant’Orsola, Università di Bologna, 40138 Bologna, Italy
Rita Maria Melotti
Dipartimento di Scienze Mediche e Chirurgiche (DIMEC), Anesthesia and Intensive Care Medicine, IRCCS Policlinico di Sant’Orsola, Università di Bologna, 40138 Bologna, Italy
Massimo Girardis
Anesthesia and Critical Care, Policlinico di Modena, Università di Modena e Reggio Emilia, 41125 Modena, Italy
Stefano Busani
Anesthesia and Critical Care, Policlinico di Modena, Università di Modena e Reggio Emilia, 41125 Modena, Italy
Giacomo Bellani
Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy
Giuseppe Foti
Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy
Domenico Luca Grieco
Department of Anesthesiology and Intensive Care Medicine, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
Vittorio Scaravilli
Fondazione IRCCS Ca’Granda Ospedale Maggiore Policlinico, University of Milan, 20122 Milan, Italy
Alessandro Protti
Department of Biomedical Sciences, Humanitas University, 20089 Pieve Emanuele, Italy
Thomas Langer
Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy
Luciana Mascia
Dipartimento di Scienze Biomediche e Neuromotorie (DIBINEM), Alma Mater Studiorum Università di Bologna, 40126 Bologna, Italy
Francesco Pugliese
Department of Anaesthesia and Intensive Care, Sapienza University of Rome, 00161 Rome, Italy
Maurizio Cecconi
Department of Biomedical Sciences, Humanitas University, 20089 Pieve Emanuele, Italy
Roberto Fumagalli
Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy
Stefano Nava
Respiratory and Critical Care Unit, Department of Clinical, Integrated and Experimental Medicine (DIMES), S. Orsola-Malpighi Hospital, Alma Mater University, 40138 Bologna, Italy
Massimo Antonelli
Department of Anesthesiology and Intensive Care Medicine, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
Arthur S. Slutsky
Keenan Research Centre for Biomedical Science, St Michael’s Hospital, Toronto, ON M5B 1W8, Canada
Paolo Navalesi
Anesthesia and Critical Care, Department of Medicine-DIMED, University Hospital of Padua, 35127 Padua, Italy
Antonio Pesenti
Fondazione IRCCS Ca’Granda Ospedale Maggiore Policlinico, University of Milan, 20122 Milan, Italy
Vito Marco Ranieri
Dipartimento di Scienze Mediche e Chirurgiche (DIMEC), Anesthesia and Intensive Care Medicine, IRCCS Policlinico di Sant’Orsola, Università di Bologna, 40138 Bologna, Italy
The synergic combination of D-dimer (as proxy of thrombotic/vascular injury) and static compliance (as proxy of parenchymal injury) in predicting mortality in COVID-19-ARDS has not been systematically evaluated. The objective is to determine whether the combination of elevated D-dimer and low static compliance can predict mortality in patients with COVID-19-ARDS. A “training sample” (March–June 2020) and a “testing sample” (September 2020–January 2021) of adult patients invasively ventilated for COVID-19-ARDS were collected in nine hospitals. D-dimer and compliance in the first 24 h were recorded. Study outcome was all-cause mortality at 28-days. Cut-offs for D-dimer and compliance were identified by receiver operating characteristic curve analysis. Mutually exclusive groups were selected using classification tree analysis with chi-square automatic interaction detection. Time to death in the resulting groups was estimated with Cox regression adjusted for SOFA, sex, age, PaO2/FiO2 ratio, and sample (training/testing). “Training” and “testing” samples amounted to 347 and 296 patients, respectively. Three groups were identified: D-dimer ≤ 1880 ng/mL (LD); D-dimer > 1880 ng/mL and compliance > 41 mL/cmH2O (LD-HC); D-dimer > 1880 ng/mL and compliance ≤ 41 mL/cmH2O (HD-LC). 28-days mortality progressively increased in the three groups (from 24% to 35% and 57% (training) and from 27% to 39% and 60% (testing), respectively; p p p < 0.01); no difference was found between LD and HD-HC. In conclusion, combination of high D-dimer and low static compliance identifies a clinical phenotype with high mortality in COVID-19-ARDS.