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.

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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

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article

Sex Modifies Metabolic Pathways Associated with Lipids in Untargeted Metabolomics: The Coronary Artery Risk Development in Young Adults (CARDIA) Study, 2005–2006

Blake R. Rushing, Penny Gordon‐Larsen, Katie A. Meyer, Wei Sha et al.
Metabolites
Metabolomics and Mass Spectrometry Studies
article

Sex Modifies Metabolic Pathways Associated with Lipids in Untargeted Metabolomics: The Coronary Artery Risk Development in Young Adults (CARDIA) Study, 2005–2006

Blake R. Rushing, Penny Gordon‐Larsen, Katie A. Meyer, Wei Sha, Christy L. Avery, Xiuxia Du, Kari E. North, Cora Elizabeth Lewis, Annie Green Howard, Autumn G. Hullings, Yuanyuan Li, Sachin Mhatre, Susan Sumner
article en

Abstract

<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.

MetabolitesVol. 15(11)
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)
Northwestern University, University of Minnesota, Kaiser Foundation Research Institute, National Institute on Aging, National Heart, Lung, and Blood Institute
Openalex Percentile: Top 70%
Metabolomics and Mass Spectrometry Studies
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