An NMR-Based Model to Investigate the Metabolic Phenoreversion of COVID-19 Patients throughout a Longitudinal Study

被引:7
|
作者
Gil-Redondo, Ruben [1 ]
Conde, Ricardo [1 ]
Bizkarguenaga, Maider [1 ]
Bruzzone, Chiara [1 ]
Lain, Ana [1 ]
Gonzalez-Valle, Beatriz [1 ]
Iriberri, Milagros [2 ]
Ramos-Acosta, Carlos [3 ]
Anguita, Eduardo [3 ]
Lariz, Juan Ignacio Arriaga [4 ]
Espana Yandiola, Pedro Pablo [5 ]
Moran, Miguel Angel [6 ,7 ]
Ernesto Jimenez-Mercado, Mario [6 ,8 ]
Egia-Mendikute, Leire [9 ]
Seco, Maria Luisa [10 ]
Schaefer, Hartmut [11 ]
Cannet, Claire [11 ]
Spraul, Manfred [11 ]
Palazon, Asis [9 ,12 ]
Embade, Nieves [1 ]
Lu, Shelly C. [13 ]
Wist, Julien [14 ,15 ,16 ]
Nicholson, Jeremy K. [14 ,15 ,17 ,18 ]
Mato, Jose M. [1 ,19 ]
Millet, Oscar [1 ,19 ]
机构
[1] Basque Res & Technol Alliance BRTA, Precis Med & Metab Lab, CIC BioGUNE, Derio 48160, Spain
[2] Hosp Univ Cruces, Pneumol Dept, Baracaldo 48903, Spain
[3] Hosp Clin San Carlos, Fac Med, Dept Med, UCM,Hematol Dept,IML,IdISSC, Madrid 28040, Spain
[4] Hosp Univ Basurto, Pneumol Dept, Bilbao 48013, Spain
[5] Hosp Univ Galdakao Usansolo, Pneumol Dept, Galdakao 48960, Spain
[6] Bioaraba Hlth Res Inst, Vitoria 01009, Spain
[7] Araba Univ Hosp, Internal Med Dept, Osakidetza Basque Hlth Serv, Infect Dis Sect, Vitoria 01009, Spain
[8] Araba Univ Hosp, Emergency Dept, Osakidetza Basque Hlth Serv, Vitoria 01009, Spain
[9] Basque Res & Technol Alliance BRTA, Canc Immunol & Immunotherapy Lab, CIC BioGUNE, Derio 48160, Spain
[10] OSARTEN Kooperatiba Elkartea, Arrasate Mondragon 20500, Spain
[11] Bruker Biospin GmbH, D-76287 Silberstreifen, Rheinstetten, Germany
[12] Basque Fdn Sci, Ikerbasque, Derio 48015, Spain
[13] Cedars Sinai Med Ctr, Karsh Div Gastroenterol & Hepatol, Los Angeles, CA 90048 USA
[14] Murdoch Univ, Australian Natl Phenome Ctr, Harry Perkins Bldg, Perth, WA 6150, Australia
[15] Murdoch Univ, Ctr Computat & Syst Med, Hlth Futures Inst, Harry Perkins Bldg, Perth, WA 6150, Australia
[16] Univ Valle, Chem Dept, Cali 76001, Colombia
[17] Univ Western Australia, Fiona Stanley Hosp, Fac Hlth & Med Sci, Dept Endocrinol & Diabet,Med Sch, Perth, WA 6150, Australia
[18] Imperial Coll London, Fac Med, Inst Global Hlth Innovat, Level 1,Fac Bldg,South Kensington Campus, London SW7 2NA, England
[19] Inst Salud Carlos III, CIBERehd, Madrid 28029, Spain
基金
欧洲研究理事会;
关键词
COVID-19; atherosclerotic risk; metabolomics; lipidomics; inflammation; long COVID;
D O I
10.3390/metabo12121206
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
After SARS-CoV-2 infection, the molecular phenoreversion of the immunological response and its associated metabolic dysregulation are required for a full recovery of the patient. This process is patient-dependent due to the manifold possibilities induced by virus severity, its phylogenic evolution and the vaccination status of the population. We have here investigated the natural history of COVID-19 disease at the molecular level, characterizing the metabolic and immunological phenoreversion over time in large cohorts of hospitalized severe patients (n = 886) and non-hospitalized recovered patients that self-reported having passed the disease (n = 513). Non-hospitalized recovered patients do not show any metabolic fingerprint associated with the disease or immune alterations. Acute patients are characterized by the metabolic and lipidomic dysregulation that accompanies the exacerbated immunological response, resulting in a slow recovery time with a maximum probability of around 62 days. As a manifestation of the heterogeneity in the metabolic phenoreversion, age and severity become factors that modulate their normalization time which, in turn, correlates with changes in the atherogenesis-associated chemokine MCP-1. Our results are consistent with a model where the slow metabolic normalization in acute patients results in enhanced atherosclerotic risk, in line with the recent observation of an elevated number of cardiovascular episodes found in post-COVID-19 cohorts.
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页数:15
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