# Associations Between Gut Microbiota and Mitochondrial Metabolites, with Growth Differentiation Factor-15 as a Marker of Oxidative Stress in Heart Failure vs. Healthy Ageing

**Authors:** Konstantinos Prokopidis, Adam Burke, Beyza Gulsah Altinpinar, Sima Jalali Farahani, Omid Khaiyat, Gregory Y. H. Lip, Rajiv Sankaranarayanan, Vanja Pekovic-Vaughan, Howbeer Muhamadali, Masoud Isanejad

PMC · DOI: 10.3390/antiox15020199 · Antioxidants · 2026-02-02

## TL;DR

This study explores how gut microbes and mitochondrial metabolites relate to oxidative stress in heart failure and healthy aging, using GDF-15 as a marker.

## Contribution

The study identifies gut microbiota-derived metabolites and mitochondrial markers associated with GDF-15 in heart failure and aging.

## Key findings

- Higher GDF-15 levels correlate with heart failure severity, fat mass, and inflammation markers.
- Gut metabolites like hippuric acid and sarcosine show distinct patterns in heart failure versus healthy aging.
- Pyruvic and fumaric acid drive GDF-15 in heart failure, indicating mitochondrial stress.

## Abstract

Growth differentiation factor-15 (GDF-15) is an established marker of oxidative stress and a general stress-response mitokines. In this study, we aim to investigate the association of GDF-15 with the metabolic signature of gut and mitochondrial activity in HF and ageing population. A total of 25 HF (67.9 ± 10.0 years) and 29 age-matched healthy participants (HPs) (67.8 ± 11.1 years) were recruited and underwent detailed body composition assessment via dual X-ray absorptiometry; total fat mass and appendicular lean soft tissue index (ALSTI/body mass index (BMI)) were calculated. Utilizing semi-targeted Gas Chromatography–Mass Spectrometry on fasting plasma, a panel of gut microbial-derived (e.g., hippuric acid, indole derivatives, and sarcosine) and tricarboxylic acid cycle metabolites was identified. Results showed higher GDF-15 tertiles were associated with greater HF prevalence, fat mass, NT-proBNP, and TNF-α (p < 0.05). Gut-derived metabolites exhibited phenotype-specific patterns; 3-hydroxyindole predicted higher fat mass in HP; hippuric acid was inversely related in HF; and sarcosine correlated with GDF-15 only in HP. In HF, GDF-15 was strongly driven by pyruvic and fumaric acid, indicating disease-specific mitochondrial stress. In conclusion, these observed associations could be evaluated in future mechanistic studies as sensitive biomarkers of systemic oxidative stress markers, informing potential microbiome-targeted therapeutic avenues.

## Linked entities

- **Proteins:** GDF15 (growth differentiation factor 15), TNF (tumor necrosis factor)
- **Chemicals:** hippuric acid (PubChem CID 464), sarcosine (PubChem CID 1088), pyruvic acid (PubChem CID 1060), fumaric acid (PubChem CID 444972)
- **Diseases:** heart failure (MONDO:0005252)

## Full-text entities

- **Genes:** GDF15 (growth differentiation factor 15) [NCBI Gene 9518] {aka GDF-15, HG, MIC-1, MIC1, NAG-1, PDF}, TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}, PAEP (progestagen associated endometrial protein) [NCBI Gene 5047] {aka GD, GdA, GdF, GdS, PAEG, PEP}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}
- **Diseases:** adiposity (MESH:D018205), hypercholesterolemia (MESH:D006937), HF (MESH:D006333), irritable bowel syndrome (MESH:D043183), cardiac dysfunction (MESH:D006331), muscle diseases (MESH:D009135), cardiac remodelling (MESH:D020257), ALSTI (MESH:D017695), HP (MESH:C537262), hypertension (MESH:D006973), infections (MESH:D007239), weight loss (MESH:D015431), obesity (MESH:D009765), myocardial strain (MESH:D013180), myocardial (MESH:D009202), cachexia (MESH:D002100), metabolic abnormalities (MESH:D008659), fat (MESH:D004620), ischemia (MESH:D007511), frailty (MESH:D000073496), cardiometabolic disease (MESH:D024821), inflammation (MESH:D007249), muscle wasting (MESH:D009133), Sarcopenia (MESH:D055948), injury to (MESH:D014947), mitochondrial damage (MESH:D028361), muscle (MESH:D019042), cancer (MESH:D009369), muscle weakness (MESH:D018908), kidney failure (MESH:D051437)
- **Chemicals:** citric acid (MESH:D019343), 3-hydroxyindole (MESH:C510549), indole-3-acetic acid (MESH:C030737), fumarate (MESH:D005650), ROS (MESH:D017382), BMS223-4 (-), Hippuric acid (MESH:C030514), malonic acid (MESH:C030290), 2-oxoglutaric acid (MESH:D007656), glutamic acid (MESH:D018698), biotin (MESH:D001710), Sarcosine (MESH:D012521), glycine (MESH:D005998), malic acid (MESH:C030298), proline (MESH:D011392), methanol (MESH:D000432), pyruvate (MESH:D019289), choline (MESH:D002794), fumaric acid (MESH:C032005), tetramethylbenzidine (MESH:C021758), carbon (MESH:D002244), TCA (MESH:D014233), acetonitrile (MESH:C032159)
- **Species:** gut metagenome (species) [taxon 749906], Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12938193/full.md

## References

39 references — full list in the complete paper: https://tomesphere.com/paper/PMC12938193/full.md

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Source: https://tomesphere.com/paper/PMC12938193