Distinct Metabolic Profile Associated with a Fatal Outcome in COVID-19 Patients during the Early Epidemic in Italy

被引:6
作者
Saccon, Elisa [1 ]
Bandera, Alessandra [2 ,3 ,4 ]
Sciume, Mariarita [5 ]
Mikaeloff, Flora [1 ]
Lashari, Abid A. [6 ]
Aliberti, Stefano [3 ,7 ,8 ]
Sachs, Michael C. [6 ]
Billi, Filippo [9 ]
Blasi, Francesco [3 ,7 ,8 ]
Gabriel, Erin E. [6 ]
Costantino, Giorgio [10 ,11 ]
De Roberto, Pasquale [5 ]
Krishnan, Shuba [1 ]
Gori, Andrea [2 ,3 ,4 ]
Peyvandi, Flora [3 ,12 ]
Scudeller, Luigia [13 ]
Canetta, Ciro [9 ]
Lorson, Christian L. [14 ,15 ]
Valenti, Luca [3 ,16 ]
Singh, Kamal [14 ,15 ]
Baldini, Luca [5 ,17 ]
Fracchiolla, Nicola Stefano [5 ]
Neogi, Ujjwal [1 ,14 ]
机构
[1] Karolinska Inst, Div Clin Microbiol, Dept Lab Med, Stockholm, Sweden
[2] Fdn IRCCS Ca Granda Osped Maggiore Policlin, Infect Dis Unit, Milan, Italy
[3] Univ Milan, Dept Pathophysiol & Transplantat, Milan, Italy
[4] Univ Milan, Ctr Multidisciplinary Res Hlth Sci MACH, Milan, Italy
[5] Fdn IRCCS Ca Granda Osped Maggiore Policlin, Hematol Unit, Milan, Italy
[6] Karolinska Inst, Dept Med Epidemiol & Biostat, Stockholm, Sweden
[7] Fdn IRCCS Ca Granda Osped Maggiore Policlin, Resp Unit, Internal Med Dept, Milan, Italy
[8] Fdn IRCCS Ca Granda Osped Maggiore Policlin, Cyst Fibrosis Adult Ctr, Milan, Italy
[9] Fdn IRCCS Ca Granda Osped Maggiore Policlin, Dept Med, Acute Med Unit, Milan, Italy
[10] Fdn IRCCS Ca Granda Osped Maggiore Policlin, Dept Anesthesia Crit Care & Emergency, Milan, Italy
[11] Univ Milan, Dept Clin Sci & Community Hlth, Milan, Italy
[12] Fdn IRCCS Ca Granda Osped Maggiore Policlin, Angelo Bianchi Bon Hemophilia & Thrombosis Ctr, Milan, Italy
[13] Fdn IRCCS Ca Granda Osped Maggiore Policlin, Sci Direct, Clin Trials Team, Milan, Italy
[14] Univ Missouri, Bond Life Sci Ctr, Columbia, MO 65211 USA
[15] Univ Missouri, Dept Vet Pathobiol, Columbia, MO 65211 USA
[16] Fdn IRCCS Ca Granda Osped Maggiore Policlin, Dept Transfus Med & Hematol, Precis Med Unit, Milan, Italy
[17] Univ Milan, Dept Oncol & Hematooncol, Milan, Italy
关键词
COVID-19; Italy; metabolomics; fatal outcome; predictive biomarkers;
D O I
10.1128/Spectrum.00549-21
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
In one year of the coronavirus disease 2019 (COVID-19) pandemic, many studies have described the different metabolic changes occurring in COVID-19 patients, linking these alterations to the disease severity. However, a complete metabolic signature of the most severe cases, especially those with a fatal outcome, is still missing. Our study retrospectively analyzes the metabolome profiles of 75 COVID-19 patients with moderate and severe symptoms admitted to Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico (Lombardy Region, Italy) following SARS-CoV-2 infection between March and April 2020. Italy was the first Western country to experience COVID-19, and the Lombardy Region was the epicenter of the Italian COVID-19 pandemic. This cohort shows a higher mortality rate compared to others; therefore, it represents a unique opportunity to investigate the underlying metabolic profiles of the first COVID-19 patients in Italy and to identify the potential biomarkers related to the disease prognosis and fatal outcome. IMPORTANCE Understanding the metabolic alterations occurring during an infection is a key element for identifying potential indicators of the disease prognosis, which are fundamental for developing efficient diagnostic tools and offering the best therapeutic treatment to the patient. Here, exploiting high-throughput metabolomics data, we identified the first metabolic profile associated with a fatal outcome, not correlated with preexisting clinical conditions or the oxygen demand at the moment of diagnosis. Overall, our results contribute to a better understanding of COVID-19-related metabolic disruption and may represent a useful starting point for the identification of independent prognostic factors to be employed in therapeutic practice.
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页数:7
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