Small-molecule metabolome identifies potential therapeutic targets against COVID-19

被引:8
|
作者
Bennet, Sean [1 ]
Kaufmann, Martin [1 ]
Takami, Kaede [1 ]
Sjaarda, Calvin [2 ]
Douchant, Katya [1 ]
Moslinger, Emily [1 ,6 ]
Wong, Henry [3 ]
Reed, David E. [1 ]
Ellis, Anne K. [4 ]
Vanner, Stephen [1 ]
Colautti, Robert, I [5 ]
Sheth, Prameet M. [1 ,3 ,6 ]
机构
[1] Kingston Hlth Sci Ctr, Gastrointestinal Dis Res Unit GIDRU, 76 Stuart St, Kingston, ON K7L 2V7, Canada
[2] Queens Univ, Dept Psychiat, Kingston, ON, Canada
[3] Kingston Hlth Sci Ctr, Div Microbiol, Kingston, ON, Canada
[4] Queens Univ, Dept Med, Div Allergy & Immunol, Kingston, ON, Canada
[5] Queens Univ, Dept Biol, Kingston, ON, Canada
[6] Queens Univ, Dept Pathol & Mol Med, Kingston, ON, Canada
来源
SCIENTIFIC REPORTS | 2022年 / 12卷 / 01期
关键词
CARNOSINE; STATE;
D O I
10.1038/s41598-022-14050-y
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Respiratory viruses are transmitted and acquired via the nasal mucosa, and thereby may influence the nasal metabolome composed of biochemical products produced by both host cells and microbes. Studies of the nasal metabolome demonstrate virus-specific changes that sometimes correlate with viral load and disease severity. Here, we evaluate the nasopharyngeal metabolome of COVID-19 infected individuals and report several small molecules that may be used as potential therapeutic targets. Specimens were tested by qRT-PCR with target primers for three viruses: Influenza A (INFA), respiratory syncytial virus (RSV), and SARS-CoV-2, along with unaffected controls. The nasopharyngeal metabolome was characterized using an LC-MS/MS-based screening kit capable of quantifying 141 analytes. A machine learning model identified 28 discriminating analytes and correctly categorized patients with a viral infection with an accuracy of 96% (R-2 = 0.771, Q(2) = 0.72). A second model identified 5 analytes to differentiate COVID19-infected patients from those with INFA or RSV with an accuracy of 85% (R-2 = 0.442, Q(2) = 0.301). Specifically, Lysophosphatidylcholines-a-C18:2 (LysoPCaC18:2) concentration was significantly increased in COVID19 patients (P < 0.0001), whereas beta-hydroxybutyric acid, Methionine sulfoxide, succinic acid, and carnosine concentrations were significantly decreased (P < 0.0001). This study demonstrates that COVID19 infection results in a unique nasopharyngeal metabolomic signature with carnosine and LysoPCaC18:2 as potential therapeutic targets.
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页数:11
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