# Targeted metabolomic profiling reveals inflammation–associated longitudinal changes in plasma metabolites following on-pump coronary bypass surgery

**Authors:** Frieder Neu, Max Wacker, Sven Schuchardt, Sam Varghese, George Awad, Fakhar H. Waqas, Jens Wippermann, Frank Pessler, Priya Veluswamy

PMC · DOI: 10.3389/fmed.2025.1673132 · Frontiers in Medicine · 2025-10-30

## TL;DR

This study tracks changes in blood metabolites after heart surgery, finding strong links to inflammation and weak links to surgical or ICU factors.

## Contribution

The study reveals inflammation-driven longitudinal metabolite changes after CABG surgery, independent of intra-operative or ICU parameters.

## Key findings

- Metabolite changes were most pronounced on day 1 after surgery and persisted through day 7.
- Food- and microbiota-derived metabolites were significantly reduced, especially on days 1 and 3.
- Metabolite changes correlated strongly with systemic inflammation markers like C-reactive protein and leukocyte count.

## Abstract

Cardiac surgery leads to major post-operative changes in metabolism, but their exact nature and the underlying risk factors remains obscure. We aimed to characterize changes in plasma metabolites after coronary artery bypass grafting (CABG) to identify intra- and post-operative risk factors for global and specific alterations in plasma metabolites post-operatively.

We performed a targeted metabolomic screen on plasma samples from patients undergoing on-pump CABG for coronary artery disease (CAD), collected 1 day before and 1, 3, and 7 days after surgery. We assessed correlations with parameters of intra-operative course (cardiopulmonary bypass time and aortic cross-clamping time), intensive care unit (ICU) care, (length of ICU stay, duration of mechanical ventilation, duration of epinephrine/dobutamine or norepinephrine therapy), and systemic inflammation.

Out of 1,019 detectable analytes, 970 passed the quality screen and were included in the analysis. With respect to d0, the greatest degree of change in metabolite populations occurred by d1, but substantial changes persisted through d7. Metabolites could be classified into those which were predominantly downregulated (e.g., triglycerides, bile acids, cholesterol esters, lysophosphatidylcholines, indoles and derivatives), up- or downregulated (e.g., phosphatidylinositol, phosphatidylethanolamines, phosphatidic acids, ceramides), or upregulated (free fatty acids, monoglycerides). Concentrations of food- and/or microbiota-derived metabolites (indole derivatives, trimethylamine N-oxide, trigonelline) were markedly reduced, particularly on d1 and d3. Changes in metabolite concentrations correlated most strongly with plasma C-reactive protein concentration (r = −0.67 to 0.59) and blood leukocyte count (−0.63 to 0.32) and less with intra-operative (−0.62 to 0.50) and ICU care (−0.52 to 0.38) parameters. Of note, neither C-reactive protein (CRP) nor leukocyte count correlated significantly with an intra-operative or ICU parameter.

These results reveal pronounced changes in plasma metabolite populations after CABG, which likely result from the combined effects of surgical and post-operative stress, systemic inflammation, reduced dietary intake, and possibly changes in gut microflora.

## Linked entities

- **Chemicals:** epinephrine (PubChem CID 838), dobutamine (PubChem CID 36811), norepinephrine (PubChem CID 951), trimethylamine N-oxide (PubChem CID 1145), trigonelline (PubChem CID 5570)
- **Diseases:** coronary artery disease (MONDO:0005010)

## Full-text entities

- **Genes:** CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}
- **Diseases:** inflammation (MESH:D007249), CAD (MESH:D003324)
- **Chemicals:** dobutamine (MESH:D004280), triglycerides (MESH:D014280), ceramides (MESH:D002518), free fatty acids (MESH:D005230), norepinephrine (MESH:D009638), indoles (MESH:D007211), phosphatidic acids (MESH:D010712), phosphatidylinositol (MESH:D010716), trigonelline (MESH:C009560), lysophosphatidylcholines (MESH:D008244), phosphatidylethanolamines (MESH:D010714), epinephrine (MESH:D004837), monoglycerides (MESH:D050178), trimethylamine N-oxide (MESH:C005855), cholesterol esters (MESH:D002788), bile acids (MESH:D001647), indole (MESH:C030374)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12611753/full.md

## References

81 references — full list in the complete paper: https://tomesphere.com/paper/PMC12611753/full.md

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Source: https://tomesphere.com/paper/PMC12611753