Abstract P2113: Metabolomic signatures of Puerto Rican dietary patterns and associations with cardiometabolic risk
Introduction: Puerto Ricans on the US mainland have poor diet quality linked to adverse cardiometabolic risk, but underlying mechanisms are unclear. Hypothesis: Plasma metabolomic signatures reflect Puerto Rican diet patterns and are associated with cardiometabolic risk independent of diet. Methods: We used LC/MS to measure 714 plasma metabolites in 722 participants (45-75 y) [n=372 with type 2 diabetes (T2D); n=346 without T2D; n=4 with T2D missing] in the Boston Puerto Rican Health Study. Diet was assessed using an ethnic-specific validated food frequency questionnaire (FFQ). We identified diet patterns using principle component analysis (PCA) and diet-related metabolomic signatures via elastic net regression. We assessed cross-sectional and prospective associations of baseline metabolomic signatures with baseline and 5-year changes in cardiometabolic risk using linear regression, adjusting for confounders and FFQ/PCA derived diet scores. Baseline risk factors were log-transformed and back-transformed for reporting. We applied a false discovery rate (FDR<0.05) for multiple testing correction. We tested for interaction by T2D status (p<0.05). Results: We identified three distinct diet patterns: oils, rice, and beans (traditional); meat, processed meat, and French fries (meat/fries); and sweetened beverages, candy, and soft drinks (sweets). Metabolomic signatures for meat/fries (47 metabolites, r=0.39-0.43) and sweets (51 metabolites, r=0.15-0.34), but not traditional (45 metabolites, r=0.08-0.13) pattern, were significantly correlated (p<0.05) with their respective FFQ/PCA derived diet scores. Cross-sectionally, the meat/fries metabolomic signature (per SD) was associated with a 1.2% (95% CI: 0.5% to 2.0%) higher waist circumference (WC, cm) among overall participants, a 6% (3%-10%) higher homocysteine (umol/L) only among those without T2D, and a 10% (5%-16%) higher glucose (mg/dl) among those with T2D. The sweets signature (per SD) was linked to a 9% (4%-13%) higher low-density lipoprotein cholesterol (mg/dl) and a 4% (2%-6%) lower glycated hemoglobin (%) only in those with T2D. Prospectively, the meat/fries metabolomic signature (per SD) was positively associated with a mean increase in WC over time [β=0.87, 95%CI (0.37-1.38)] in those without T2D. All FDRs were <0.05. Conclusions: Metabolomic signatures for meat/fries and sweets diet patterns identified among Puerto Ricans were associated with distinct cardiometabolic risk profiles, varying by T2D status.
Authors
- Tong Xia (ORCID: https://orcid.org/0000-0001-7136-8361)
- Sona Rivas‐Tumanyan (ORCID: https://orcid.org/0000-0002-3773-7028)
- Katherine L. Tucker (ORCID: https://orcid.org/0000-0001-7640-662X)
- Kaumudi Joshipura (ORCID: https://orcid.org/0000-0003-1964-7579)
- Liming Liang (ORCID: https://orcid.org/0000-0001-8261-3174)
- Shilpa N Bhupathiraju (ORCID: https://orcid.org/0000-0001-9910-6777)
- Danielle E. Haslam (ORCID: https://orcid.org/0000-0003-0144-3287)
- Sabrina E. Noel (ORCID: https://orcid.org/0000-0002-7816-3964)
- Frank B. Hu
Institutions
- Brigham and Women's Hospital (US)
- University of Massachusetts Lowell (US)
- Harvard University (US)
- Harvard University Press (US)
- Ahmedabad University (IN)
- University of Puerto Rico at Carolina (PR)
Publication Details
- Journal
- Circulation
- Published
- 2025-03-11
- DOI
- https://doi.org/10.1161/cir.151.suppl_1.p2113
- Primary Topic
- Nutrition, Genetics, and Disease
- Type
- article
- Field-Weighted Citation Impact
- 0.00