Cell-free DNA methylation and fragmentomics-based liquid biopsy for accurate esophageal cancer detection

  • Jingyun WANG
  • , Wenjing ZHANG
  • , Haohao LI
  • , Yiting WANG
  • , Jian QI*
  • , Jinfu NIE*
  • *Corresponding author for this work

Research output: Journal PublicationsJournal Article (refereed)peer-review

Abstract

Background: Cell-free DNA is a promising source of biomarkers for early cancer detection and carries tumor-driven methylation and fragmentation features that have achieved good diagnostic efficacy across various cancers. However, there were no studies that detected both of them for esophageal cancer diagnosis. 

Methods: In this study, we analyzed the cfDNA methylation and fragmentation markers for accurate esophageal cancer detection. Using cfMeDIP-seq, we profiled 145 plasma samples from healthy controls and esophageal cancer patients. We used multiple algorithms to identify cfDNA methylation markers and fragmentation markers to evaluate the efficacy of early esophageal cancer detection. 

Results: Finally, we identified 25 cfDNA methylation and fragmentation markers and constructed a machine-learning model, which achieved a sensitivity of 99% and specificity of 97.82% in an independent cohort. These results indicate that methylation and fragmentomics biomarkers based on cfMeDIP-seq can accurately distinguish esophageal cancer patients from non-tumor controls. 

Conclusion: Our study based on cfMeDIP-seq highlights the efficacy of cfDNA methylation and fragmentation histology markers in diagnosing esophageal cancer and provides a direction for subsequent research.

Original languageEnglish
Article number1816
Number of pages14
JournalBMC Cancer
Volume25
Issue number1
Early online date25 Nov 2025
DOIs
Publication statusPublished - Dec 2025
Externally publishedYes

Bibliographical note

Publisher Copyright:
© The Author(s) 2025.

Funding

Global Selection Program Funding in 2024, LX2024006, Institute of Health and Medicine, Hefei Comprehensive National Science Center.

Keywords

  • Cancer early detection
  • Cell-free DNA
  • cfMeDIP-seq
  • Esophageal cancer
  • Fragmentomics
  • Methylation

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