# The application of cell-free DNA methylation patterns in critical illnesses: A protocol paper

**Authors:** Shih-Han Kao, K. Greer Stumpf, Hunter A. Gaudio, John C. Greenwood, Samuel S. Shin, Frances S. Shofer, David H. Jang, Elingarami Sauli, Elingarami Sauli, Elingarami Sauli, Elingarami Sauli

PMC · DOI: 10.1371/journal.pone.0321626 · PLOS One · 2025-05-12

## TL;DR

This paper proposes using cell-free DNA methylation patterns to identify tissue injury in critical illnesses, potentially improving diagnosis and treatment.

## Contribution

The novel contribution is proposing a method to use cfDNA methylation patterns to determine tissue origin in critical care settings.

## Key findings

- Cell-free DNA methylation patterns can localize the site of injury in disease states.
- Carbon monoxide therapy in a swine model of cardiac arrest is used to test the feasibility of the method.
- The approach may have implications for prognosis and therapeutics in critical care.

## Abstract

Biomarkers in clinical medicine are typically employed to gauge severity of disease, prognosis and to monitor response to treatment. While various biomarkers have been employed in clinical medicine with variable performance characteristics, the use of cell-free DNA (cfDNA) have gained increased traction as a novel biomarker in a wide range of disease states such as cancer and trauma. While the quantification of cfDNA have been correlated with disease severity, the use of methylation pattens of cfDNA can be used to localize the site of injury that may have implications regarding prognosis and therapeutics. We propose a procedure using samples in a swine model of cardiac arrest where carbon monoxide is being used as a therapeutic to demonstrate our method and feasibility to obtain plasma cfDNA methylation patterns to help identify tissue origin with potential application in critical care medicine.

## Linked entities

- **Chemicals:** carbon monoxide (PubChem CID 281)
- **Diseases:** cardiac arrest (MONDO:0000745)

## Full-text entities

- **Diseases:** trauma (MESH:D014947), cardiac arrest (MESH:D006323), cancer (MESH:D009369)
- **Chemicals:** carbon monoxide (MESH:D002248)
- **Species:** Sus scrofa (pig, species) [taxon 9823]

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12068884/full.md

## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12068884/full.md

## References

18 references — full list in the complete paper: https://tomesphere.com/paper/PMC12068884/full.md

---
Source: https://tomesphere.com/paper/PMC12068884