AS423 - Validating multiple stable isotope measures of diet within the NPAAS Feeding Study (AS272)

Investigator Names and Contact Information

Diane O'Brien (dmobrien@alaska.edu)

Introduction/Intent

This study evaluates dietary biomarkers of sweetener, meat and fish intake based on the stable isotope ratios of carbon, nitrogen and sulfur, using serum specimens from the NPAAS Feeding Study​. The NPAAS Feeding Study is a 2-week controlled feeding study of 169 women ages 60-80 in Seattle, WA, in which each participant's controlled diet is matched to her usual intake in order to maintain intake distributions similar to those of the study population and achieve the level of control needed for biomarker validation.

The carbon isotope ratio (13C/12C, expressed as d13C as described below) is a candidate biomarker of sweetener intake because it is high in corn and sugar cane, the major sources of dietary sweeteners in the US. The nitrogen isotope ratio (15N/14N, expressed as d15N as described below) is a candidate biomarker of meat intake, because it is elevated in animals relative to plants. The sulfur isotope ratio (34S/32S, expressed as d34S as described below) is a candidate biomarker of fish intake, because marine foods are elevated relative to terrestrial foods. However, preliminary data suggest that the specificity of these biomarkers needs to be improved for them to be validated for use in public health research.

We test two approaches to validating isotopic measures for foods of interest. Specific Aim 1 will test whether single or multi-isotopic models based on serum carbon, nitrogen, and sulfur stable isotope ratios can provide valid and specific measures of sweetener, fish and meat intake in the NPAAS Feeding Study. Specific Aim 2 will test whether the carbon isotope ratio of specific serum amino acids can provide alternatives to multi-isotopic models of similar or improved validity and specificity. The data being provided herein are for Specific Aim 1; data for Specific Aim 2 will be provided at a later date as those analyses are considerably more time-consuming.

A synopsis of participant selection criteria

All 169 participants in the NPAAS Feeding Study were included in this study. Pre and post intervention serum samples were analyzed, for a total of 338.

A synopsis of laboratory methods used

Whole serum d15N and d13C: Serum d15N and d13C were analyzed at the Alaska Stable Isotope Facility (ASIF) at the University of Alaska Fairbanks (UAF). Both isotope ratios are measured from a single, ~ 5 ml sample, using an elemental analyzer interfaced to an isotope ratio mass spectrometer (Delta series, Thermo Scientific, Inc). Isotope ratios are presented in permil (‰) abundance of heavy isotope relative to reference values as follows: dX = (Rsample – Rstandard)/(Rstandard) Χ1000‰, where X is the heavy isotope (15N or 13C), R is the ratio of heavy to light isotope (15N/14N or 13C/12C) and the standards are IAEA-certified reference materials calibrated to V-PDB (13C/12CV-PDB = 0.01124) and atmospheric nitrogen (15N/14Natm-N = 0.003677).

Whole serum d34S: Serum d34S was analyzed at the Stable Isotope Facility (SIF) at the University of California, Davis. Instrumentation and methods are similar to those given above for d15N and d13C, except that larger samples are used (~45 ml) and vanadium pentoxide is added as a catalyst. Isotope ratios are presented in permil (‰) abundance of heavy isotope relative to reference values as given above. The standard for sulfur analysis is an IAEA-certified reference material calibrated to Canyon Diablo Triolite (34S/32S = 0.0450).​

Data Dictionaries and Study Documentation

This section displays all study-related data dictionaries and study-related files. The investigators for this study will upload the datasets, data dictionaries, and other study-related files. Study-related files will be made available to the public one year after the completion of the ancillary study, with the exception of the datasets, which will only be available to those with a Data Distribution Agreement. Those will be available to those with permission to download and will appear as a download link next to the data dictionary

Data Dictionaries

Name
Description
No results found

Study Documents

Name
Description
NameAS423 Participant selection.docxDescription

Related Papers

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

Hee Young Yun et al., 2018/12 PubMed #30239866 MSID: 3056
Background: Natural abundance stable isotope ratios are candidate biomarkers of dietary intake that have not been evaluated in a controlled feeding study in a US population. Objectives: Our goals were to evaluate dietary associations with serum carbon (CIR), nitrogen (NIR), and sulfur (SIR) isotope ratios in postmenopausal women, and to evaluate whether statistical models of dietary intake that include multiple isotopes and participant characteristics meet criteria for biomarker evaluation. Meth...
Related Studies: 423

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

Diane O’Brien et al., 2020/7 PubMed #32712658 MSID: 3494
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 combinatio...
Keywords: Stable Isotope Ratios; Carbon Isotope Ratios; Amino Acids; Alanine; Dietary Biomarkers; Added Sugar; Red Meat; Validation; Dietary Exposure; Compound-Specific Stable Isotope Analyses
Related Studies: 423

Association of biomarker-calibrated animal protein intake with cardiovascular disease risk and mortality in postmenopausal women

Approved Proposal, O’Brien, Diane et al., 2022/10 MSID: 4815
Keywords: Animal Protein Intake; Protein Intake Pattern; Carbon Isotope Ratio; Biomarker-Calibrated Dietary Intake Estimates; Cardiovascular Disease
Related Studies: 218, 272, 423, 498

Biomarker-calibrated estimates of added sugar intake and associations with chronic disease outcomes in postmenopausal women

Approved Proposal, Johnson, Jessica et al., 2004/1 MSID: 5042
Keywords: Added Sugar; Amino Acid Carbon Isotope Ratio; Metabolomics; Biomarker-Calibrated Dietary Intake Estimates; Type 2 Diabetes; Cardiovascular Disease; Cancer
Related Studies: 218, 272, 423, 498

The carbon isotope ratio of alanine is a biomarker of added sugar or sugar-sweetened beverage intake: a pooled analysis of four studies

Approved Manuscript, Johnson, Jessica et al., 2025/3 MSID: 4943
Keywords: Added Sugar; Sugar-Sweetened Beverages; Dietary Biomarker; Carbon Isotope Ratio; Alanine
Related Studies: 272, 423, 498