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

Autor:	Bennet, Sean, Kaufmann, Martin, Takami, Kaede, Sjaarda, Calvin, Douchant, Katya, Moslinger, Emily, Wong, Henry, Reed, David E., Ellis, Anne K., Vanner, Stephen, Colautti, Robert I., Sheth, Prameet M.
Předmět:	DRUG target 3-Hydroxybutyric acid VIRUS diseases RESPIRATORY syncytial virus COVID-19 NASAL mucosa MACHINE learning
Zdroj:	Scientific Reports; 6/15/2022, Vol. 12 Issue 1, p1-11, 11p
Abstrakt:	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% (R2 = 0.771, Q2 = 0.72). A second model identified 5 analytes to differentiate COVID19-infected patients from those with INFA or RSV with an accuracy of 85% (R2 = 0.442, Q2 = 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. [ABSTRACT FROM AUTHOR]
Databáze:	Complementary Index
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