Blood DNA methylation of EIF5A and TGIF1 is associated with adipose tissue health and metabolic outcomes in obesity: a multi-cohort study

BACKGROUND: Blood-based DNA methylation has been linked to obesity and metabolic health, yet its relationship to adipose tissue function remains incompletely understood. This study aimed to investigate the epigenetic regulation of EIF5A (Eukaryotic translation initiation factor 5A-1) and TGIF1 (TGFB Induced Factor Homeobox 1) across blood and adipose tissue in obesity. METHODS: Candidate genes were identified using a multi-step gene selection approach integrating transcriptomic and epigenomic data from blood and adipose tissue samples obtained from children and adults across four diverse population- and disease-focused cohorts. Genes were prioritized based on differential DNA methylation and gene expression in obesity. Targeted bisulfite sequencing of EIF5A and TGIF1 was conducted in blood samples from adults across BMI-defined groups and from children prior to the development of obesity, to validate candidate loci and to examine associations with metabolic and adipocyte-related phenotypes. RESULTS: In adults from the Leipzig Obesity BioBank, blood DNA methylation (N = 150) of both EIF5A and TGIF1 was significantly increased in individuals with obesity. EIF5A mRNA expression (N = 1554) was significantly higher in omental-visceral adipose tissue compared with subcutaneous adipose tissue. Blood DNA methylation of EIF5A was associated with body mass index (BMI), glycated hemoglobin (HbA1c), and leukocyte counts, particularly among individuals with type 2 diabetes mellitus. In children, blood DNA methylation (N = 75) of EIF5A was associated with longitudinal HbA1c trajectories. For TGIF1, DNA methylation levels were increased in subcutaneous adipose tissue (N = 219) of children with obesity and correlated with fasting serum insulin concentrations. Across cohorts, TGIF1 regulation in both blood and adipose tissue showed consistent associations with adipocyte size. Notably, blood DNA methylation of TGIF1 in childhood was associated with body fat mass and HbA1c at later follow-up despite normal weight at baseline. CONCLUSION: EIF5A and TGIF1 DNA methylation represent cross-tissue epigenetic signatures linking blood-based DNA methylation to adipose tissue dysfunction, adipocyte hypertrophy, and early metabolic risk. These findings support the potential of blood DNA methylation markers to reflect adipose tissue health and metabolic outcomes across the lifespan.

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Journal
Clinical Epigenetics
Published
2026-06-16
DOI
https://doi.org/10.1186/s13148-026-02177-y
Primary Topic
Epigenetics and DNA Methylation
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article
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article

Blood DNA methylation of EIF5A and TGIF1 is associated with adipose tissue health and metabolic outcomes in obesity: a multi-cohort study

Adhideb Ghosh, Maria Keller, Christian Wolfrum, Emil Jørsboe et al.
Clinical Epigenetics
Epigenetics and DNA Methylation
article

Blood DNA methylation of EIF5A and TGIF1 is associated with adipose tissue health and metabolic outcomes in obesity: a multi-cohort study

Adhideb Ghosh, Maria Keller, Christian Wolfrum, Emil Jørsboe, Melina Claussnitzer, Kathrin Landgraf, Mandy Vogel, Matthias Blüher, Antje Körner, Phil Kubitz, Falko Noë, Luise Müller, Arne Dietrich, Ronny Baber, Peter Kovacs, Hans Hauner, Anne Hoffmann, Sophie Ruf, Michael Stumvoll
article en

Abstract

BACKGROUND: Blood-based DNA methylation has been linked to obesity and metabolic health, yet its relationship to adipose tissue function remains incompletely understood. This study aimed to investigate the epigenetic regulation of EIF5A (Eukaryotic translation initiation factor 5A-1) and TGIF1 (TGFB Induced Factor Homeobox 1) across blood and adipose tissue in obesity. METHODS: Candidate genes were identified using a multi-step gene selection approach integrating transcriptomic and epigenomic data from blood and adipose tissue samples obtained from children and adults across four diverse population- and disease-focused cohorts. Genes were prioritized based on differential DNA methylation and gene expression in obesity. Targeted bisulfite sequencing of EIF5A and TGIF1 was conducted in blood samples from adults across BMI-defined groups and from children prior to the development of obesity, to validate candidate loci and to examine associations with metabolic and adipocyte-related phenotypes. RESULTS: In adults from the Leipzig Obesity BioBank, blood DNA methylation (N = 150) of both EIF5A and TGIF1 was significantly increased in individuals with obesity. EIF5A mRNA expression (N = 1554) was significantly higher in omental-visceral adipose tissue compared with subcutaneous adipose tissue. Blood DNA methylation of EIF5A was associated with body mass index (BMI), glycated hemoglobin (HbA1c), and leukocyte counts, particularly among individuals with type 2 diabetes mellitus. In children, blood DNA methylation (N = 75) of EIF5A was associated with longitudinal HbA1c trajectories. For TGIF1, DNA methylation levels were increased in subcutaneous adipose tissue (N = 219) of children with obesity and correlated with fasting serum insulin concentrations. Across cohorts, TGIF1 regulation in both blood and adipose tissue showed consistent associations with adipocyte size. Notably, blood DNA methylation of TGIF1 in childhood was associated with body fat mass and HbA1c at later follow-up despite normal weight at baseline. CONCLUSION: EIF5A and TGIF1 DNA methylation represent cross-tissue epigenetic signatures linking blood-based DNA methylation to adipose tissue dysfunction, adipocyte hypertrophy, and early metabolic risk. These findings support the potential of blood DNA methylation markers to reflect adipose tissue health and metabolic outcomes across the lifespan.

Clinical EpigeneticsVol. 18(1)
Broad Institute (US), University of Copenhagen (DK), Helmholtz Centre for Environmental Research (DE), Leipzig University of Applied Sciences (DE), Novo Nordisk Foundation (DK), Odense University Hospital (DK), Foundation Center (US), Weihenstephan-Triesdorf University of Applied Sciences (DE), ETH Zurich (CH), University of Oxford (GB), Massachusetts General Hospital (US), Novo Nordisk (United States) (US), Leipzig Heart Institute (DE), University Hospital Leipzig (DE), Deutsches Diabetes-Zentrum e.V. (DE), German Center for Diabetes Research (DE), Heinrich Heine University Düsseldorf (DE), Technical University of Munich (DE), Leipzig University (DE)
Good health and well-being
Openalex Percentile: Top 12%
Epigenetics and DNA Methylation
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