Metabolites of (A) Acetaminophen and (B) Ibuprofen and their proportions measured from urine of GCKD participants. Left column: Illustration of initial steps of metabolism.43 Metabolites highlighted in bold have been reported by Loo et al.42 as main drug metabolites in urine, and were used to assess analgesic use based on metabolomics. Right column: Bar plot representing proportions of reported medication use (white) and of urine measurements of unmodified drug metabolites (4-acetamidophenol) and main metabolites (black and gray, respectively). The bottom bar of each bar plot panel represents a summary measure of the measured metabolites, and is used to evaluate the use of the respective medication based on metabolomics. Acetaminophen comb, combination of unmodified drug (4-acetamidophenol) together with at least two of the three main drug metabolites (light gray), or with all three main metabolites (dark gray); Ibuprofen comb, combination of at least two of the three main drug metabolites (light gray), or combination of all three main metabolites (dark gray); MCU, mercapturate (synonym, 3-[N-acetyl-L-cystein-S-yl] acetaminophen); NAPQI, N-acetyl-p-benzoquinone.