The metabolites with the highest VIP scores were lactic acid and glutamate, both showing an increasing trend in their concentrations from the control and mild groups till the severe condition.
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The Serum Metabolome of Moderate and Severe COVID-19 Patients Reflects Possible Liver Alterations Involving Carbon and Nitrogen Metabolism.
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The sentences
We found that the increase of serum lactic acid strongly correlates in a positive trend with the significant increase of succinic acid, but also xanthine, ornithine, and glutamate in all mild, moderate, and severe COVID-19 patients.