Abstract
Aims To evaluate the associations of dietary indices and quantitative cardiorespiratory fitness (CRF) measures in a large, community-based sample harnessing metabolomic profiling to interrogate shared biology. Methods Framingham Heart Study (FHS) participants underwent maximum effort cardiopulmonary exercise tests for CRF quantifi- and results cation (via peak VO2) and completed semi-quantitative food frequency questionnaires. Dietary quality was assessed by the Alternative Healthy Eating Index (AHEI) and Mediterranean-style Diet Score (MDS), and fasting blood concentrations of 201 metabolites were quantified. In 2380 FHS participants (54 ± 9 years, 54% female, body mass index 28 ± 5 kg/m2), 1 SD higher AHEI and MDS were associated with 5.2% (1.2 mL/kg/min, 95% CI 4.3–6.0%, P < 0.0001) and 4.5% (1.0 mL/kg/min, 95% CI 3.6–5.3%, P < 0.0001) greater peak VO2 in linear models adjusted for age, sex, total daily energy intake, cardiovascular risk factors, and physical activity. In participants with metabolite profiling (N = 1154), 24 metabolites were concordantly associated with both dietary indices and peak VO2 in multivariable-adjusted linear models (FDR < 5%). Metabolites that were associated with lower CRF and poorer dietary quality included C6 and C7 carnitines, C16:0 ceramide, and dimethylguanidino valeric acid, and metabolites that were positively associated with higher CRF and favourable dietary quality included C38:7 phosphatidylcholine plasmalogen and C38:7 and C40:7 phosphatidylethanolamine plasmalogens. Conclusion Higher diet quality is associated with greater CRF cross-sectionally in a middle-aged community-dwelling sample, and metabolites highlight potential shared favourable effects on cardiometabolic health.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 1450-1461 |
| Number of pages | 12 |
| Journal | European Journal of Preventive Cardiology |
| Volume | 30 |
| Issue number | 14 |
| DOIs | |
| State | Published - Oct 1 2023 |
Keywords
- Alternative Healthy Eating Index
- Cardiorespiratory fitness
- Framingham Heart Study
- Mediterranean diet
- Metabolomics
- Oxygen uptake
ASJC Scopus subject areas
- Epidemiology
- Cardiology and Cardiovascular Medicine
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