BACKGROUND: Symptom intensity during a common cold is highly variable, particularly after the illness peaks, contributing to delay in recovery. Rhinoviruses frequently cause colds and, during acute infections, generate leukotriene B4 and prostaglandin E2 (PGE2). PGE2 is known to initiate oxylipin class switching and resolution of acute inflammation. Thus, we hypothesized that during acute rhinovirus colds, oxylipins with pro-resolving capabilities reduce symptom severity and speed recovery. METHODS: Four groups of healthy volunteers were inoculated with placebo or 3 different doses of rhinovirus A16. Participants kept daily records of symptoms and contributed serial nasal lavage fluid samples. We collected semi-quantitative mass spectrometry data for 71 oxylipins in these acute samples from all participants. An ensemble analysis approach was used to further reduce this dataset. RESULTS: Levels of 15-keto-PGE2 at day 3 of the cold were consistently among the top candidates in these models of recovery symptoms. 15-keto-PGE2 was the only oxylipin with an interaction between inoculum dose and time. Acute 15-keto-PGE2 levels were inversely associated with symptoms during cold recovery in a multivariable analysis (P = .0043). CONCLUSIONS: These findings show that high 15-keto-PGE2 levels during the acute cold are associated with fewer symptoms during recovery.