1. Evaluating a Model of Added Sugar Intake Based on Amino Acid Carbon Isotope Ratios in a Controlled Feeding Study of U.S. Adults.
- Author
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Johnson JJ, Sági-Kiss V, Palma-Duran SA, Commins J, Chaloux M, Barrett B, Midthune D, Kipnis V, Freedman LS, Tasevska N, and O'Brien DM
- Subjects
- Animals, Humans, Carbon Isotopes, Biomarkers, Alanine, Sugars, Feeding Behavior, Energy Intake, Amino Acids, Diet
- Abstract
Previous studies suggest that amino acid carbon stable isotope ratios (CIR
AA s) may serve as biomarkers of added sugar (AS) intake, but this has not been tested in a demographically diverse population. We conducted a 15-day feeding study of U.S. adults, recruited across sex, age, and BMI groups. Participants consumed personalized diets that resembled habitual intake, assessed using two consecutive 7-day food records. We measured serum ( n = 99) CIRAA s collected at the end of the feeding period and determined correlations with diet. We used forward selection to model AS intake using participant characteristics and 15 CIRAA s. This model was internally validated using bootstrap optimism correction. Median (25th, 75th percentile) AS intake was 65.2 g/day (44.7, 81.4) and 9.5% (7.2%, 12.4%) of energy. The CIR of alanine had the highest, although modest, correlation with AS intake ( r = 0.32, p = 0.001). Serum CIRAA s were more highly correlated with animal food intakes, especially the ratio of animal to total protein. The AS model included sex, body weight and 6 CIRAA s. This model had modest explanatory power (multiple R2 = 0.38), and the optimism-corrected R2 was lower ( R2 = 0.15). Further investigations in populations with wider ranges of AS intake are warranted.- Published
- 2022
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