Large-Scale Plasma Analysis Revealed New Mechanisms and Molecules Associated with the Host Response to SARS-CoV-2

被引:185
作者
Barberis, Elettra [1 ,2 ]
Timo, Sara [2 ,3 ]
Amede, Elia [1 ,2 ]
Vanella, Virginia V. [1 ,2 ]
Puricelli, Chiara [4 ]
Cappellano, Giuseppe [2 ,4 ]
Raineri, Davide [2 ,4 ]
Cittone, Micol G. [5 ,6 ]
Rizzi, Eleonora [5 ,6 ]
Pedrinelli, Anita R. [5 ,6 ]
Vassia, Veronica [5 ,6 ]
Casciaro, Francesco G. [5 ,6 ]
Priora, Simona [5 ,6 ]
Nerici, Ilaria [5 ,6 ]
Galbiati, Alessandra [5 ,6 ]
Hayden, Eyal [5 ,6 ]
Falasca, Marco [7 ]
Vaschetto, Rosanna [1 ]
Sainaghi, Pier Paolo [5 ,6 ]
Dianzani, Umberto [4 ]
Rolla, Roberta [4 ]
Chiocchetti, Annalisa [2 ,4 ]
Baldanzi, Gianluca [1 ,2 ]
Marengo, Emilio [2 ,3 ]
Manfredi, Marcello [1 ,2 ]
机构
[1] Univ Piemonte Orientale, Dept Translat Med, I-28100 Novara, Italy
[2] Univ Piemonte Orientale, Ctr Translat Res Autoimmune & Allerg Dis, I-28100 Novara, Italy
[3] Univ Piemonte Orientale, Dept Sci & Technol Innovat, I-28100 Alessandria, Italy
[4] Univ Piemonte Orientale, Dept Hlth Sci, I-28100 Novara, Italy
[5] Univ Piemonte Orientale, Internal & Emergency Med Dept, Dept Translat Med, I-28100 Novara, Italy
[6] Azienda Osped Univ Maggiore Carita, I-28100 Novara, Italy
[7] Curtin Univ, Sch Pharm & Biomed Sci, Metab Signalling Grp, Perth, WA 6102, Australia
关键词
SARS-CoV-2; biomarkers; metabolism; fatty acids; LYSOPHOSPHATIDYLCHOLINE; COVID-19; INVOLVEMENT; DYSREGULATION; ACTIVATION;
D O I
10.3390/ijms21228623
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has spread to nearly every continent, registering over 1,250,000 deaths worldwide. The effects of SARS-CoV-2 on host targets remains largely limited, hampering our understanding of Coronavirus Disease 2019 (COVID-19) pathogenesis and the development of therapeutic strategies. The present study used a comprehensive untargeted metabolomic and lipidomic approach to capture the host response to SARS-CoV-2 infection. We found that several circulating lipids acted as potential biomarkers, such as phosphatidylcholine 14:0_22:6 (area under the curve (AUC) = 0.96), phosphatidylcholine 16:1_22:6 (AUC = 0.97), and phosphatidylethanolamine 18:1_20:4 (AUC = 0.94). Furthermore, triglycerides and free fatty acids, especially arachidonic acid (AUC = 0.99) and oleic acid (AUC = 0.98), were well correlated to the severity of the disease. An untargeted analysis of non-critical COVID-19 patients identified a strong alteration of lipids and a perturbation of phenylalanine, tyrosine and tryptophan biosynthesis, phenylalanine metabolism, aminoacyl-tRNA degradation, arachidonic acid metabolism, and the tricarboxylic acid (TCA) cycle. The severity of the disease was characterized by the activation of gluconeogenesis and the metabolism of porphyrins, which play a crucial role in the progress of the infection. In addition, our study provided further evidence for considering phospholipase A2 (PLA2) activity as a potential key factor in the pathogenesis of COVID-19 and a possible therapeutic target. To date, the present study provides the largest untargeted metabolomics and lipidomics analysis of plasma from COVID-19 patients and control groups, identifying new mechanisms associated with the host response to COVID-19, potential plasma biomarkers, and therapeutic targets.
引用
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页码:1 / 25
页数:25
相关论文
共 68 条
[1]  
Abrahams L., 2020, COVID 19 ACQUIRED AC, DOI [10.31219/osf.io/fxz3p, DOI 10.31219/OSF.IO/FXZ3P, DOI 10.31219/OSF.IO/4WKFY]
[2]  
Acevedo A., 2018, LIPEA: Lipid Pathway Enrichment Analysis, P274969, DOI DOI 10.1101/274969
[3]  
[Anonymous], SCI REP UK
[4]   Decreased plasma phospholipid concentrations and increased acid sphingomyelinase activity are accurate biomarkers for community-acquired pneumonia [J].
Arshad, Haroon ;
Alfonso, Juan Carlos Lopez ;
Franke, Raimo ;
Michaelis, Katina ;
Araujo, Leonardo ;
Habib, Aamna ;
Zboromyrska, Yuliya ;
Luecke, Eva ;
Strungaru, Emilia ;
Akmatov, Manas K. ;
Hatzikirou, Haralampos ;
MeyerHermann, Michael ;
Petersmann, Astrid ;
Nauck, Matthias ;
Broenstrup, Mark ;
Bilitewski, Ursula ;
Abel, Laurent ;
Sievers, Jorg ;
Vila, Jordi ;
Illig, Thomas ;
Schreiber, Jens ;
Pessler, Frank .
JOURNAL OF TRANSLATIONAL MEDICINE, 2019, 17 (01)
[5]   ROLE OF LYSOPHOSPHATIDYLCHOLINE IN LYMPHOCYTE-T ACTIVATION - INVOLVEMENT OF PHOSPHOLIPASE-A2 IN SIGNAL TRANSDUCTION THROUGH PROTEIN-KINASE-C [J].
ASAOKA, Y ;
OKA, M ;
YOSHIDA, K ;
SASAKI, Y ;
NISHIZUKA, Y .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1992, 89 (14) :6447-6451
[6]   Depletion of Host and Viral Sphingomyelin Impairs Influenza Virus Infection [J].
Audi, Amani ;
Soudani, Nadia ;
Dbaibo, Ghassan ;
Zaraket, Hassan .
FRONTIERS IN MICROBIOLOGY, 2020, 11
[7]   Plasma metabolomics for the diagnosis and prognosis of H1N1 influenza pneumonia [J].
Banoei, Mohammad M. ;
Vogel, Hans J. ;
Weljie, Aalim M. ;
Kumar, Anand ;
Yende, Sachin ;
Angus, Derek C. ;
Winston, Brent W. .
CRITICAL CARE, 2017, 21
[8]   The potential place of chloroquine in the treatment of HIV-1-infected patients [J].
Boelaert, JR ;
Piette, J ;
Sperber, K .
JOURNAL OF CLINICAL VIROLOGY, 2001, 20 (03) :137-140
[9]   Host-Viral Infection Maps Reveal Signatures of Severe COVID-19 Patients [J].
Bost, Pierre ;
Giladi, Amir ;
Liu, Yang ;
Bendjelal, Yanis ;
Xu, Gang ;
David, Eyal ;
Blecher-Gonen, Ronnie ;
Cohen, Merav ;
Medaglia, Chiara ;
Li, Hanjie ;
Deczkowska, Aleksandra ;
Zhang, Shuye ;
Schwikowski, Benno ;
Zhang, Zheng ;
Amit, Ido .
CELL, 2020, 181 (07) :1475-+
[10]  
Burstein S A, 1996, Stem Cells, V14 Suppl 1, P154