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Ceci FM, Fiore M, Gavaruzzi F, Angeloni A, Lucarelli M, Scagnolari C, Bonci E, Gabanella F, Di Certo MG, Barbato C, Petrella C, Greco A, Vincentiis MD, Ralli M, Passananti C, Poscia R, Minni A, Ceccanti M, Tarani L, Ferraguti G. Early Routine Biomarkers of SARS-CoV-2 Morbidity and Mortality: Outcomes from an Emergency Section. Diagnostics (Basel) 2022; 12:diagnostics12010176. [PMID: 35054342 PMCID: PMC8774587 DOI: 10.3390/diagnostics12010176] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Revised: 01/08/2022] [Accepted: 01/10/2022] [Indexed: 12/28/2022] Open
Abstract
Background. COVID-19 is a severe acute respiratory disease caused by SARS-CoV-2, a virus belonging to the Coronaviridae family. This disease has spread rapidly around the world and soon became an international public health emergency leading to an unpredicted pressure on the hospital emergency units. Early routine blood biomarkers could be key predicting factors of COVID-19 morbidity and mortality as suggested for C-reactive protein (CRP), IL-6, prothrombin and D-dimer. This study aims to identify other early routine blood biomarkers for COVID-19 severity prediction disclosed directly into the emergency section. Methods. Our research was conducted on 156 COVID-19 patients hospitalized at the Sapienza University Hospital “Policlinico Umberto I” of Rome, Italy, between March 2020 and April 2020 during the paroxysm’s initial phase of the pandemic. In this retrospective study, patients were divided into three groups according to their outcome: (1) emergency group (patients who entered the emergency room and were discharged shortly after because they did not show severe symptoms); (2) intensive care unit (ICU) group (patients who attended the ICU after admission to the emergency unit); (3) the deceased group (patients with a fatal outcome who attended the emergency and, afterward, the ICU units). Routine laboratory tests from medical records were collected when patients were admitted to the emergency unit. We focused on Aspartate transaminase (AST), Alanine transaminase (ALT), Lactate dehydrogenase (LDH), Creatine kinase (CK), Myoglobin (MGB), Ferritin, CRP, and D-dimer. Results. As expected, ANOVA data show an age morbidity increase in both ICU and deceased groups compared with the emergency group. A main effect of morbidity was revealed by ANOVA for all the analyzed parameters with an elevation between the emergency group and the deceased group. Furthermore, a significant increase in LDH, Ferritin, CRP, and D-dimer was also observed between the ICU group and the emergency group and between the deceased group and ICU group. Receiver operating characteristic (ROC) analyses confirmed and extended these findings. Conclusions. This study suggests that the contemporaneous presence of high levels of LDH, Ferritin, and as expected, CRP, and D-dimer could be considered as potential predictors of COVID-19 severity and death.
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Affiliation(s)
- Flavio Maria Ceci
- Department of Experimental Medicine, Sapienza University of Rome, 00185 Roma, Italy; (F.M.C.); (A.A.); (M.L.); (E.B.); (G.F.)
| | - Marco Fiore
- Institute of Biochemistry and Cell Biology (IBBC-CNR), Department of Sensory Organs, Sapienza University of Rome, 00185 Roma, Italy; (F.G.); (M.G.D.C.); (C.B.); (C.P.)
- Correspondence:
| | - Francesca Gavaruzzi
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, 00185 Roma, Italy;
| | - Antonio Angeloni
- Department of Experimental Medicine, Sapienza University of Rome, 00185 Roma, Italy; (F.M.C.); (A.A.); (M.L.); (E.B.); (G.F.)
| | - Marco Lucarelli
- Department of Experimental Medicine, Sapienza University of Rome, 00185 Roma, Italy; (F.M.C.); (A.A.); (M.L.); (E.B.); (G.F.)
| | - Carolina Scagnolari
- Laboratory of Virology, Department of Molecular Medicine, Istituto Pasteur Italia-Fondazione Cenci Bolognetti, Sapienza University of Rome, 00185 Roma, Italy;
| | - Enea Bonci
- Department of Experimental Medicine, Sapienza University of Rome, 00185 Roma, Italy; (F.M.C.); (A.A.); (M.L.); (E.B.); (G.F.)
| | - Francesca Gabanella
- Institute of Biochemistry and Cell Biology (IBBC-CNR), Department of Sensory Organs, Sapienza University of Rome, 00185 Roma, Italy; (F.G.); (M.G.D.C.); (C.B.); (C.P.)
| | - Maria Grazia Di Certo
- Institute of Biochemistry and Cell Biology (IBBC-CNR), Department of Sensory Organs, Sapienza University of Rome, 00185 Roma, Italy; (F.G.); (M.G.D.C.); (C.B.); (C.P.)
| | - Christian Barbato
- Institute of Biochemistry and Cell Biology (IBBC-CNR), Department of Sensory Organs, Sapienza University of Rome, 00185 Roma, Italy; (F.G.); (M.G.D.C.); (C.B.); (C.P.)
| | - Carla Petrella
- Institute of Biochemistry and Cell Biology (IBBC-CNR), Department of Sensory Organs, Sapienza University of Rome, 00185 Roma, Italy; (F.G.); (M.G.D.C.); (C.B.); (C.P.)
| | - Antonio Greco
- Department of Sensory Organs, Sapienza University of Rome, 00185 Roma, Italy; (A.G.); (M.D.V.); (M.R.); (A.M.)
| | - Marco De Vincentiis
- Department of Sensory Organs, Sapienza University of Rome, 00185 Roma, Italy; (A.G.); (M.D.V.); (M.R.); (A.M.)
| | - Massimo Ralli
- Department of Sensory Organs, Sapienza University of Rome, 00185 Roma, Italy; (A.G.); (M.D.V.); (M.R.); (A.M.)
| | - Claudio Passananti
- Institute of Molecular Biology and Pathology (IBPM-CNR), 00185 Rome, Italy;
| | - Roberto Poscia
- Unita di Ricerca Clinica e Clinical Competence-Direzione Generale, AOU Policlinico Umberto I, 00161 Roma, Italy;
| | - Antonio Minni
- Department of Sensory Organs, Sapienza University of Rome, 00185 Roma, Italy; (A.G.); (M.D.V.); (M.R.); (A.M.)
| | - Mauro Ceccanti
- Società Italiana per il Trattamento dell’Alcolismo e le sue Complicanze (SITAC), 00184 Roma, Italy;
| | - Luigi Tarani
- Department of Pediatrics, Sapienza University of Rome, 00185 Roma, Italy;
| | - Giampiero Ferraguti
- Department of Experimental Medicine, Sapienza University of Rome, 00185 Roma, Italy; (F.M.C.); (A.A.); (M.L.); (E.B.); (G.F.)
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