Sex Modifies Metabolic Pathways Associated with Lipids in Untargeted Metabolomics: The Coronary Artery Risk Development in Young Adults (CARDIA) Study, 2005–2006
<b>Background</b>: There are differences in lipid metabolism by sex that are relevant for health, but metabolic pathways are not fully understood. We investigated sex differences in cross-sectional associations between metabolic pathways identified using untargeted metabolomics and clinical lipid measures (total cholesterol [TC], triglycerides [TG], and low- and high-density lipoprotein cholesterol [LDL-c; HDL-c]) from blood plasma in the Coronary Artery Risk Development in Young Adults (CARDIA) study (Year 20; 2005-2006). Our objective was to determine whether associations between metabolic pathways and lipid measures differ by sex and to identify pathways that may underlie sex-specific mechanisms of lipid metabolism. <b>Methods</b>: Using data from 2169 participants, (44% women, mean age = 45, 58% White, 42% Black), we used: (1) Orthogonal partial least squares-regression (OPLS-R) to compare variation in TC, TG, LDL-c, and HDL-c explained by metabolites in men vs. women, (2) linear regression to assess sex-modification of associations between 7255 metabolite peaks and lipid measures using false discovery rate (FDR)-corrected <i>p</i> < 0.1, and (3) pathway enrichment analyses to identify metabolic pathways that differed by sex using Fisher's exact test (FET) <i>p</i> < 0.05. <b>Results</b>: We found that: (1) untargeted metabolomic data reflected variation in lipid measures better for men compared to women, (2) associations between metabolite peaks and lipid measures differed by sex, and (3) 8 unique pathways differed by sex, particularly primary bile acid biosynthesis, linoleic acid metabolism, and arginine biosynthesis. <b>Conclusions</b>: Our findings suggest distinct lipid-associated metabolic activity by sex that points to potential mechanistic pathways.
Authors
- Blake R. Rushing (ORCID: https://orcid.org/0000-0002-8662-3270)
- Penny Gordon‐Larsen (ORCID: https://orcid.org/0000-0001-5322-4188)
- Katie A. Meyer (ORCID: https://orcid.org/0000-0001-7490-5273)
- Wei Sha (ORCID: https://orcid.org/0000-0002-5453-859X)
- Christy L. Avery (ORCID: https://orcid.org/0000-0002-1044-8162)
- Xiuxia Du (ORCID: https://orcid.org/0000-0002-3468-9585)
- Kari E. North (ORCID: https://orcid.org/0000-0002-8903-0366)
- Cora Elizabeth Lewis (ORCID: https://orcid.org/0000-0002-2301-5796)
- Annie Green Howard (ORCID: https://orcid.org/0000-0003-0837-8166)
- Autumn G. Hullings (ORCID: https://orcid.org/0000-0003-3400-7887)
- Yuanyuan Li (ORCID: https://orcid.org/0000-0003-0852-8558)
- Sachin Mhatre
- Susan Sumner
Institutions
- University of North Carolina at Charlotte (US)
- University of North Carolina at Chapel Hill (US)
- University of Alabama at Birmingham (US)
- Levine Cancer Institute (US)
Publication Details
- Journal
- Metabolites
- Published
- 2025-11-08
- DOI
- https://doi.org/10.3390/metabo15110730
- Primary Topic
- Metabolomics and Mass Spectrometry Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Northwestern University
- University of Minnesota
- Kaiser Foundation Research Institute
- National Institute on Aging
- National Heart, Lung, and Blood Institute