Integrated metabolomics and metagenomics analysis identifies a unique signature characterizing metabolic syndrome

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Authors: Sivaporn Wannaiampikul, Brian Lee, Jiarui Chen, Kacey J. Prentice, Ronke Ayansola, Aimin Xu, Sylvia Santosa, Kostas Pantopoulos, Gary Sweeney
Cited by: 1
References: 54

Abstract

Metabolic Syndrome (MetS) presents a global health challenge, characterized by obesity, hypertension, dyslipidemia, and insulin resistance. Despite recognition of the gut microbiome's role in metabolic health, there remains an opportunity for defining association of unique microbes with clinical status. Unique genetic, dietary, and lifestyle factors may influence gut microbial composition and circulating metabolites, and consequently susceptibility to MetS. By identifying specific microbial and metabolomic signatures associated with MetS, we aim to uncover potential targets for reducing the disease burden. We correlate comprehensive clinical parameters with fecal metagenomics and untargeted serum metabolomics to delineate population-specific characteristics from 142 individuals with MetS (N=97) or control (CTRL; N=45). Microbiome species-level alpha diversity was reduced in MetS compared to CTRL. After adjustment for sex, age, BMI, and intensity of statin usage, we identified 20 MetS-related species. A co-abundant network analysis revealed Eubacterium eligens, enriched in the CTRL population, with the highest node degree. Serum metabolomics identified 106 significantly differentially regulated metabolites. N-arachidonoyl dopamine (NADA), an endocannabinoid implicated in GABAergic signaling, was the most significantly altered, enriched in CTRL and correlated with E. eligens. sPLS-DA modeling revealed that E. eligens and D. formicigenerans species cluster together with metabolites NADA and tetrahydrocorticosterone (THB), representing defining characteristics distinguishing MetS in this population. Our data reveal a distinct multi-omic signature of MetS, characterized by a significant reduction in E. eligens and D. formicigenerans abundance, and in circulating NADA and THB levels.

Fields of Study & Subjects

Metabolomics and Mass Spectrometry Studies Diet Metabolism and Disease Cancer Hypoxia and Metabolism

Publication details

Journal / source
The Journal of Nutritional Biochemistry
Publisher
Elsevier BV
Volume
154
Pages
110327–110327
Publication date
5 March 2026
Language
EN