Related Experiment Video
Updated: Aug 5, 2026

A Three-Dimensional Spheroid Model to Investigate the Tumor-Stromal Interaction in Hepatocellular Carcinoma
Published on: September 30, 2021
Liver Dysfunction Explains a Substantial Proportion of Circulating cfDNA Variability in HCC: An Exploratory Study
Ioana Manea1,2, Speranta Maria Iacob1,2,3, Razvan Iacob1,2,3
1Department of Gastroenterology and Hepatology, Faculty of Medicine, Carol Davila University of Medicine and Pharmacy, 020021 Bucharest, Romania.
Circulating cell-free DNA (cfDNA) levels in hepatocellular carcinoma (HCC) patients are largely influenced by liver dysfunction, not tumor stage. Standard liver function tests provide better discrimination between early and advanced HCC than cfDNA alone.
Area of Science:
- Oncology
- Hepatology
- Biomarker Discovery
Background:
- Circulating cell-free DNA (cfDNA) shows promise as a minimally invasive biomarker for hepatocellular carcinoma (HCC).
- Understanding cfDNA variability in relation to liver dysfunction and tumor stage is crucial for its clinical application.
Purpose of the Study:
- To evaluate the relationship between cfDNA concentration, liver dysfunction parameters, and HCC stage.
- To determine if cfDNA offers incremental information beyond standard markers for discriminating early vs. late-stage HCC.
Main Methods:
- Sixty-four newly diagnosed HCC patients were analyzed.
- Plasma cfDNA was quantified; clinical, laboratory, and staging data were collected.
- Logistic regression, ROC curve analysis, and bootstrap resampling were used for biomarker panel evaluation.
Main Results:
- Liver dysfunction parameters explained approximately 53% of cfDNA variability; HCC stage had minimal impact.
- Albumin, bilirubin, and platelet count achieved AUROCs up to 0.857 for discriminating HCC stages.
- cfDNA concentration slightly increased specificity but reduced sensitivity for early vs. advanced HCC discrimination and was an unstable predictor.
Conclusions:
- cfDNA concentration in HCC patients is significantly influenced by the underlying liver disease environment and hepatocyte injury, rather than tumor burden alone.
- Integrated multimarker panels combining liver reserve parameters and etiology may aid in minimally invasive HCC stratification.
- The incremental value of cfDNA for discriminating HCC stages is low, requiring further validation in larger prospective cohorts.
More Related Videos
Related Concept Videos
Hepatitis
Cirrhosis II: Pathophysiology
Cirrhosis I: Introduction

