The Carbon Isotope Ratios of Serum Amino Acids in Combination with Participant Characteristics can be Used to Estimate Added Sugar Intake in a Controlled Feeding Study of US Postmenopausal Women
- PMID: 32712658
- PMCID: PMC7549297
- DOI: 10.1093/jn/nxaa195
The Carbon Isotope Ratios of Serum Amino Acids in Combination with Participant Characteristics can be Used to Estimate Added Sugar Intake in a Controlled Feeding Study of US Postmenopausal Women
Abstract
Background: The carbon isotope ratio (CIR) is a proposed biomarker for added sugar (AS) intake in the United States; however, because the CIR is also associated with meat intake in most populations the need for specificity remains. The CIR of amino acids (AAs) has the potential to differentiate sugars from meat intakes, because essential AAs must derive from dietary protein whereas certain nonessential AAs can be synthesized from sugars.
Objectives: We tested whether serum CIR-AAs in combination with participant characteristics could meet a prespecified biomarker criterion for AS intake in the Nutrition and Physical Activity Assessment Study Feeding Study (NPAAS-FS) of the Women's Health Initiative, a population in which the whole-serum CIR was not associated with AS intake.
Methods: Postmenopausal women (n = 145) from Seattle, WA, were provided with individualized diets that approximated their habitual food intakes for 2 wk. Dietary intakes from consumed foods were characterized over the feeding period using the Nutrition Data System for Research. The CIR of 7 AAs-Ala, Gly, Val, Leu, Ile, Pro, and Phe-were measured in fasting serum collected at the end of the 2-wk feeding period, using gas chromatography-combustion isotope ratio mass spectrometry. Biomarker models were evaluated using regression R2 ≥ 0.36 as a major biomarker criterion, based on the benchmark R2 values of well-established recovery biomarkers in the NPAAS-FS.
Results: AS intake was associated with CIR-Ala (ρ = 0.32; P < 0.0001). A model of AS intake based on CIR-Ala, CIR-Gly, CIR-Ile, smoking, leisure physical activity, and body weight met the biomarker criterion (R2 = 0.37). Biomarker-estimated AS intake was not associated with meat or animal protein intake.
Conclusions: Results support serum CIR-AAs in combination with participant characteristics as potential biomarkers of AS intake in US populations, including those with low AS intake.The Women's Health Initiative is registered at clinicaltrials.gov (NCT00000611).
Keywords: Nutrition and Physical Activity Study Feeding Study (NPAAS-FS); added sugar; amino acid carbon isotope ratios; controlled feeding study; dietary biomarker.
Copyright © The Author(s) on behalf of the American Society for Nutrition 2020.
Similar articles
-
The carbon isotope ratio of breath is elevated by short-term and long-term added sugar and animal protein intake in a controlled feeding study.Am J Clin Nutr. 2024 Sep;120(3):630-637. doi: 10.1016/j.ajcnut.2024.05.007. Epub 2024 Aug 6. Am J Clin Nutr. 2024. PMID: 39232603 Free PMC article.
-
Serum Nitrogen and Carbon Stable Isotope Ratios Meet Biomarker Criteria for Fish and Animal Protein Intake in a Controlled Feeding Study of a Women's Health Initiative Cohort.J Nutr. 2018 Dec 1;148(12):1931-1937. doi: 10.1093/jn/nxy168. J Nutr. 2018. PMID: 30239866 Free PMC article.
-
An evaluation of the serum carbon isotope ratio as a candidate predictive biomarker of the dietary animal protein ratio (animal protein/total protein) in a 15-day controlled feeding study of US adults.Am J Clin Nutr. 2022 Apr 1;115(4):1134-1143. doi: 10.1093/ajcn/nqac004. Am J Clin Nutr. 2022. PMID: 35030258 Free PMC article.
-
The Carbon Isotope Ratio as an Objective Biomarker of Added Sugar Intake: A Scoping Review of Current Evidence in Human Nutrition.Adv Nutr. 2024 Sep;15(9):100281. doi: 10.1016/j.advnut.2024.100281. Epub 2024 Jul 31. Adv Nutr. 2024. PMID: 39094908 Free PMC article.
-
New markers of dietary added sugar intake.Curr Opin Clin Nutr Metab Care. 2016 Jul;19(4):282-8. doi: 10.1097/MCO.0000000000000287. Curr Opin Clin Nutr Metab Care. 2016. PMID: 27137898 Free PMC article. Review.
Cited by
-
Reconstructing Hominin Diets with Stable Isotope Analysis of Amino Acids: New Perspectives and Future Directions.Bioscience. 2022 May 23;72(7):618-637. doi: 10.1093/biosci/biac028. eCollection 2022 Jul. Bioscience. 2022. PMID: 35769500 Free PMC article.
-
The carbon isotope ratios of nonessential amino acids identify sugar-sweetened beverage (SSB) consumers in a 12-wk inpatient feeding study of 32 men with varying SSB and meat exposures.Am J Clin Nutr. 2021 May 8;113(5):1256-1264. doi: 10.1093/ajcn/nqaa374. Am J Clin Nutr. 2021. PMID: 33676366 Free PMC article. Clinical Trial.
-
The carbon isotope ratio of breath is elevated by short-term and long-term added sugar and animal protein intake in a controlled feeding study.Am J Clin Nutr. 2024 Sep;120(3):630-637. doi: 10.1016/j.ajcnut.2024.05.007. Epub 2024 Aug 6. Am J Clin Nutr. 2024. PMID: 39232603 Free PMC article.
-
Rough Diamond: A Carbon Isotopic Biomarker of Added Sugar Intake.J Nutr. 2020 Oct 12;150(10):2615-2616. doi: 10.1093/jn/nxaa237. J Nutr. 2020. PMID: 32840626 Free PMC article. No abstract available.
-
Evaluating a Model of Added Sugar Intake Based on Amino Acid Carbon Isotope Ratios in a Controlled Feeding Study of U.S. Adults.Nutrients. 2022 Oct 14;14(20):4308. doi: 10.3390/nu14204308. Nutrients. 2022. PMID: 36296992 Free PMC article.
References
-
- Imamura F, O'Connor L, Ye Z, Mursu J, Hayashino Y, Bhupathiraju SN, Forouhi NG. Consumption of sugar sweetened beverages, artificially sweetened beverages, and fruit juice and incidence of type 2 diabetes: systematic review, meta-analysis, and estimation of population attributable fraction. Br J Sports Med. 2016;50:496–504. - PMC - PubMed
Publication types
MeSH terms
Substances
Associated data
Grants and funding
- P30 CA023074/CA/NCI NIH HHS/United States
- HHSN268201600002C/HL/NHLBI NIH HHS/United States
- P30 CA015704/CA/NCI NIH HHS/United States
- R21 CA182674/CA/NCI NIH HHS/United States
- HHSN271201600004I/DA/NIDA NIH HHS/United States
- P20 GM103395/GM/NIGMS NIH HHS/United States
- HHSN268201600004C/HL/NHLBI NIH HHS/United States
- HHSN268201600001C/HL/NHLBI NIH HHS/United States
- R01 DK109946/DK/NIDDK NIH HHS/United States
- HHSN268201600003C/HL/NHLBI NIH HHS/United States
- R01 CA119171/CA/NCI NIH HHS/United States
- P30 GM103325/GM/NIGMS NIH HHS/United States
- HHSN271201600004C/DA/NIDA NIH HHS/United States
LinkOut - more resources
Full Text Sources
Medical
Research Materials
Miscellaneous