Sex-Specific Plasma Metabolomic Signatures in COPD Reveal Creatine, Purine/Urate, and Bile-Acid Axes
Metabolomic studies in COPD reveal systemic metabolic perturbations, yet sex is often treated as a covariate rather than a biological driver. We aimed to identify plasma metabolites differentiating COPD from controls and to define sex-specific metabolic signatures in both groups. <b>Methods</b>: In this controlled observational study (BIOMEPOC cohort), untargeted plasma metabolomics was performed by LC-MS/MS. Differential abundance was tested across four contrasts (COPD vs. controls; men vs. women within controls; men vs. women within COPD; sex-by-disease interaction) with a false discovery rate (FDR) correction. Because smoking history differed between COPD and controls, a post hoc ever-smokers analysis was conducted. <b>Results</b>: COPD differed from controls in nine metabolites (all decreased): DL-stachydrine, 3-methyl-L-histidine, fructose, pipecolinic and nipecotic acids, 5-nitro-o-toluidine, conjugated linoleic acid, aminoadipate, and creatinine. This pattern is compatible with metabolic depletion, remodeling, and/or altered flux across multiple compartments rather than simple substrate deficiency, spanning muscle-related pools, amino acid handling, carbohydrate-associated metabolism, and exposome-linked inputs. In ever-smokers, results were directionally consistent, with five metabolites remaining nominally significant. Among controls, five metabolites were higher in men after FDR correction (PABA, cis-4-hydroxy-D-proline, N-acetylasparagine, deoxycarnitine, and creatinine), consistent with physiological sex dimorphism in energy pathways, connective-tissue remodeling, and diet/microbiome-related metabolism. Within COPD, six metabolites differed by sex after FDR correction, defining three axes: creatine energy buffering (men: higher GAA/creatinine, lower creatine), purine/urate handling (men: higher urate), and conjugated bile acids (men: higher GCDCA), implicating muscle bioenergetics, redox/inflammatory tone, and gut-liver crosstalk. <b>Conclusions</b>: Plasma metabolomics identifies a pattern compatible with systemic remodeling in COPD and sex-associated divergences in creatine, purine/urate, and bile-acid pathways, supporting a sex-influenced view of systemic COPD heterogeneity and highlighting targets for mechanistic validation.
Authors
- Cesar Jessé Enríquez-Rodríguez (ORCID: https://orcid.org/0000-0002-5944-6555)
- C Casadevall
- Ady Castro-Acosta (ORCID: https://orcid.org/0000-0001-7591-6011)
- F. La Rosa
- Ramon Camps-Ubach (ORCID: https://orcid.org/0009-0009-7953-8455)
- Ori Shalev
- Borja G. Cosio
- Eduard Monsó
- Joaquim Gea
- Sergi Pascual-Guàrdia
- José Luis López-Campos
- Alvar Agustí
- Alexandra Eliassaf
- on behalf of the BIOMEPOC group
Institutions
- Universitat Pompeu Fabra (ES)
- Hebrew University of Jerusalem (IL)
- Jerusalem Multidisciplinary College (IL)
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (ES)
- Hospital Universitario 12 De Octubre (ES)
- Health Research Institute of the Balearic Islands (ES)
- Hospital Del Mar (ES)
- Instituto de Biomedicina de Sevilla (ES)
- Institute of Research and Innovation Parc Tauli (ES)
- Hospital Universitario Virgen del Rocío (ES)
- Fundació Clínic per a la Recerca Biomèdica (ES)
- Universitat de Barcelona (ES)
Publication Details
- Journal
- Metabolites
- Published
- 2026-03-07
- DOI
- https://doi.org/10.3390/metabo16030178
- Primary Topic
- Chronic Obstructive Pulmonary Disease (COPD) Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00