Machine learning and semi-targeted lipidomics identify distinct serum lipid signatures in hospitalized COVID-19-positive and COVID-19-negative patients

Helena Castañé,Simona Iftimie,Gerard Baiges-Gaya,Elisabet Rodríguez-Tomàs,Andrea Jiménez-Franco,Ana Felisa López-Azcona,Pedro Garrido,Antoni Castro,Jordi Camps,Jorge Joven

Metabolism（2022）

引用 25|浏览9

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摘要

•COVID-19 alters lipid metabolism of the infected host.•We evaluated serum lipidome in controls and patients with or without COVID-19.•A lipidomic signature differentiated patients from controls.•A lipidomic signature differentiated COVID-19 positive from negative patients.

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关键词

Artificial intelligence,COVID-19,Lipid metabolism,Lipidomics,Machine learning

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