Association of Altered Plasma Lipidome with Disease Severity in COVID-19 Patients

被引:3
作者
Zhang, Zhengzheng [1 ]
Karu, Naama [1 ,2 ]
Kindt, Alida [1 ]
Singh, Madhulika [1 ]
Lamont, Lieke [1 ]
van Gammeren, Adriaan J. [3 ]
Ermens, Anton A. M. [3 ]
Harms, Amy C. [1 ]
Portengen, Lutzen [4 ]
Vermeulen, Roel C. H. [4 ]
Dik, Willem A. [5 ]
Langerak, Anton W. [5 ]
van der Velden, Vincent H. J. [5 ]
Hankemeier, Thomas [1 ]
机构
[1] Leiden Univ, Metabol & Analyt Ctr, Leiden Acad Ctr Drug Res, NL-2333 CC Leiden, Netherlands
[2] Tasmanian Independent Metabol & Analyt Chem Solut, Hobart, Tas 7008, Australia
[3] Amphia Hosp, Dept Clin Chem & Hematol, NL-4818 CK Breda, Netherlands
[4] Univ Utrecht, Inst Risk Assessment Sci, Dept Populat Hlth Sci, NL-3584 CK Utrecht, Netherlands
[5] Erasmus MC Univ Med Ctr Rotterdam, Dept Immunol, Lab Med Immunol, NL-3015 GD Rotterdam, Netherlands
关键词
SARS-CoV-2; COVID-19; lipidomics; lipids; cytokine; inflammation; SPHINGOLIPIDS; LIVER;
D O I
10.3390/biom14030296
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 severity of COVID-19 is linked to an imbalanced immune response. The dysregulated metabolism of small molecules and bioactive lipids has also been associated with disease severity. To promote understanding of the disease biochemistry and provide targets for intervention, we applied a range of LC-MS platforms to analyze over 100 plasma samples from patients with varying COVID-19 severity and with detailed clinical information on inflammatory responses (>30 immune markers). This is the third publication in a series, and it reports the results of comprehensive lipidome profiling using targeted LC-MS/MS. We identified 1076 lipid features across 25 subclasses, including glycerophospholipids, sterols, glycerolipids, and sphingolipids, among which 531 lipid features were dramatically changed in the plasma of intensive care unit (ICU) patients compared to patients in the ward. Patients in the ICU showed 1.3-57-fold increases in ceramides, (lyso-)glycerophospholipids, diglycerides, triglycerides, and plasmagen phosphoethanolamines, and 1.3-2-fold lower levels of a cyclic lysophosphatidic acid, sphingosine-1-phosphates, sphingomyelins, arachidonic acid-containing phospholipids, lactosylceramide, and cholesterol esters compared to patients in the ward. Specifically, phosphatidylinositols (PIs) showed strong fatty acid saturation-dependent behavior, with saturated fatty acid (SFA)- and monosaturated fatty acid (MUFA)-derived PI decreasing and polystaturated (PUFA)-derived PI increasing. We also found similar to 4000 significant Spearman correlations between lipids and multiple clinical markers of immune response with |R| >= 0.35 and FDR corrected Q < 0.05. Except for lysophosphatidic acid, lysophospholipids were positively associated with the CD4 fraction of T cells, and the cytokines IL-8 and IL-18. In contrast, sphingosine-1-phosphates were negatively correlated with innate immune markers such as CRP and IL-6. Further indications of metabolic changes in moderate COVID-19 disease were demonstrated in recovering ward patients compared to those at the start of hospitalization, where 99 lipid species were altered (6 increased by 30-62%; 93 decreased by 1.3-2.8-fold). Overall, these findings support and expand on early reports that dysregulated lipid metabolism is involved in COVID-19.
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页数:15
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